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Brands are shifting toward influencer-style marketing built around real customers and employees instead of traditional creators ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-07-13 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS IN AN ERA OF ‘BADDIES,' COMPANIES ARE RACING TO KEEP UP WITH THE INFLUENCER ECONOMY (3 MINUTE READ) [5] Brands are shifting toward influencer-style marketing built around real customers and employees instead of traditional creators. Companies like ResMed are hosting events, running “baddie” community pages, and encouraging everyday users to create content that feels organic. The strategy reflects declining trust in traditional ads and stronger influence from peer-like content, with 40% of Gen Z favoring influencer recommendations. These efforts can drive engagement and normalize niche products, but they're still highly orchestrated and don't always work. THE TECH BRO-IFICATION OF MARKETING (4 MINUTE READ) [6] Marketing is getting a tech makeover with titles like “narrative engineer” to make the same work sound higher status. Around 70% of marketers are women, and as fields skew female, pay and status tend to drop, so companies borrow engineering language to boost credibility and shift who it attracts. AI is pushing tech to recognize storytelling and taste, but instead of calling it marketing, they relabel it. This keeps the idea that work only feels important when it sounds technical. 🚀 STRATEGIES & TACTICS WHAT AL PACINO CAN TEACH YOU ABOUT COPY (5 MINUTE READ) [7] Strong persuasion follows a clear pattern. Start quietly to pull attention instead of pushing for it. Build trust with honest admissions that make claims more credible. Anchor everything to one core idea and make it concrete with specific details people can picture. Frame the decision as a clear choice where doing nothing has a cost. Then let the audience reach the conclusion themselves, which increases buy-in. HOW ATLAN TURNED 52 PAGES INTO A 35% SHARE OF AI CITATIONS (9 MINUTE READ) [8] Atlan won a 35% share of AI vendor citations by building 52 high-quality pages that answer complete buyer questions instead of chasing individual keywords. It focused on comparison pages, buyer guides, and decision content that include expert authors, fresh updates, cited research, proprietary data, case studies, and balanced product assessments that AI models can trust. The same pages also perform well in search because 71% of its 3,886 ranking US keywords trigger AI Overviews, which lets one page earn both search traffic and AI citations. Strong content quality matters more than publishing volume because well-structured pages can earn AI citations even when organic rankings are not at the top of search results. 🧑‍💻 RESOURCES & TOOLS BUILDING AN AI-NATIVE EMAIL MARKETING SYSTEM (6 MINUTE READ) [9] Running email inside Claude replaces fragmented workflows with a single system that connects your ESP via API, analyzes performance, generates campaigns, and improves over time. The setup uses Claude with API connectors, claude.md for brand context, custom email skills, scheduled audits, and Claude Design for templates. Data flows into live dashboards built with Claude Code widgets, while competitor emails are tracked via Gmail connectors and ReallyGoodEmails scraping. All tests and learnings are stored in a shared GitHub repo, creating a continuous loop where campaigns and iterations compound automatically. CHATGPT SEARCH & FAN-OUTS CAPTURE (CHROME EXTENSION) [10] ChatGPT Search & Fan-Outs Capture helps you see exactly what searches ChatGPT performs behind the 4scenes to generate responses. It's an advanced Chrome Extension designed to capture, analyze, and export SearchGPT conversations. It differentiates between Search (traditional queries), Shopping (shorter queries using SearchApi.io to scrape Google Shopping), and Images fan-outs. 🎁 MISCELLANEOUS WHY FRONTLOADING YOUR AD SPEND USUALLY BACKFIRES (7 MINUTE READ) [11] Spending big at launch rarely speeds up growth and often backfires. Early campaigns lack data, so costs are highest and optimization is limited. Frontloading budget can inflate CPCs, delay insights, and hurt confidence when results miss. Instead, start small, find what works, then scale. YOUR AI CHATBOT JUST MADE MY CHEESEBURGER ORDER WORSE (5 MINUTE READ) [12] Context switching is becoming one of the biggest drivers of bad AI-driven customer experience. An airport restaurant's QR ordering system asked a customer to switch WiFi networks, create an account, and check topping boxes before a frustrated server stepped in and took the order in under a minute. People still prefer human support to AI overall, though that gap narrows in lower-risk categories like retail and travel where AI already outperforms. The fix isn't more automation, it's building AI that's judged by the same speed and ease standard as the human it replaces. ⚡ QUICK LINKS DISNEY+ IS CONSIDERING A FREE STREAMING TIER (1 MINUTE READ) [13] Free streaming made up 18.7% of US TV watch time in April. THE DEVIL WEARS PRADA 2 MARKETING BREAKDOWN (3 MINUTE READ) [14] The campaign treated the movie like a living fashion event instead of a film release. SCANNABLE PRODUCT TAGS VS. NONE (1 MINUTE READ) [15] Adding clickable product tags beat standard product cards by making Klaviyo's multi-product offering clearer and faster to scan. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=79cde8ba-7e7b-11f1-9e2a-cdc4d8594584&pt=campaign&t=1783942327&s=8f7aac17a818b2504a612415153b6d3f8b2dd6f15be66b654e5a9b5f0f233b83 [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary07132026 [5] https://www.cnn.com/2026/07/11/business/influencer-economy-marketing-baddies?utm_source=tldrmarketing [6] https://time.com/article/2026/07/10/tech-bro-ification-of-marketing/?utm_source=tldrmarketing [7] https://conversion-rate-experts.com/a-game-of-inches-copywriting-friday/?utm_source=tldrmarketing [8] https://foundationinc.co/lab/atlan-eeat?utm_source=tldrmarketing [9] https://jon4growth.substack.com/p/building-an-ai-native-email-marketing?utm_source=tldrmarketing [10] https://chromewebstore.google.com/detail/chatgpt-search-fan-outs-c/hlpghnnocnclmnkhmoacpoejpebfeifm?pli=1&utm_source=tldrmarketing [11] https://searchengineland.com/why-frontloading-ad-spend-backfires-481931?utm_source=tldrmarketing [12] https://www.cmswire.com/customer-experience/does-your-ai-pass-the-airport-waitstaff-test/?utm_source=tldrmarketing [13] https://techcrunch.com/2026/07/10/disney-is-considering-a-free-streaming-tier-report-says/?utm_source=tldrmarketing [14] https://www.marketergems.com/p/devil-wears-prada-2-marketing-deep-dive?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/caseyhill_this-tiny-homepage-change-helped-klaviyo-share-7482181594619736064-9sxB/?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=79cde8ba-7e7b-11f1-9e2a-cdc4d8594584&pt=campaign&pv=4&spa=1783940493&t=1783942327&s=5737a0e15ba90d995d98e7b82a26bb251186eb13d682173333604b3526c94dd0

AI search roles are emerging fast, with 50+ open positions across major brands and industries. These are senior roles with budget and ownership ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-07-10 📱 NEWS & TRENDS AEO JOB OPENINGS IN 2026: SALARY DATA, HIRING TRENDS, AND MARKET INSIGHTS (9 MINUTE READ) [4] AI search roles are emerging fast, with 50+ open positions across major brands and industries. These are senior roles with budget and ownership, not entry-level add-ons. Salaries match leadership positions, reflecting long-term investment. Demand is rising as AI search usage grows, while the talent pool remains small, creating a seller's market. The function is splitting from SEO into its own discipline, with companies building dedicated teams. AI search is becoming a core marketing function, not an experiment. WHAT HAPPENS WHEN EVERY PRODUCT BECOMES SCANNABLE? (3 MINUTE READ) [5] Scannable packaging is turning products into dynamic digital touchpoints. QR codes are replacing static labels with interactive, updatable experiences that deliver personalization and real-time engagement at the moment of use. Packaging becomes a media channel and data layer, giving brands post-purchase visibility and ongoing interaction. With Digital Product Passports accelerating adoption, packaging is shifting from fixed design to flexible infrastructure. Static packaging is fading as consumers expect products to inform and respond. 🚀 STRATEGIES & TACTICS EMAIL MARKETING TRENDS: WHAT WE LEARNED FROM 79,235 REAL EMAILS (4 MINUTE READ) [6] Weekend sends now match weekdays, shrinking the old gap and making Monday the least crowded inbox. Subject lines are getting shorter and less shouty, favoring clear specifics over urgency. Per-brand volume is flat, but more brands are sending consistently, with weekly cadence on the rise. Emails remain heavy on images and links. Industry differences are wide, so broad benchmarks mislead. Attention is shifting toward newsletters and re-engagement, not one-off promos. THE TOP 10 GTM MISTAKES FOUNDERS MAKE (5 MINUTE READ) [7] Founders who fire off thousand-contact cold outbound sequences in month two are usually avoiding the harder work of a handful of real conversations earned through warm intros. That shortcut skips the only way to learn what a target market actually cares about before trying to scale it. The same premature-scale instinct shows up in handing buyers product access and calling it a pilot, when a real pilot needs defined success criteria, a timeline, and an internal champion driving usage. Hiring a salesperson follows the identical trap, since no rep can run a closing process a founder hasn't already proven works. 🧑‍💻 RESOURCES & TOOLS SEO & AI TIP: USE GSC GENERATIVE AI DATA, SCREAMING FROG, AND CLAUDE SONNET TO IDENTIFY THE PROMPTS YOU'RE LIKELY BEING CITED OR REFERRED BY GOOGLE AI OVERVIEWS (1 MINUTE READ) [8] A five-phase pipeline that tells you which questions are likely triggering AIO appearances and whether Google is treating you as a source or a recommendation. Start with Google Search Console's Generative AI report to find the pages that appear in AI Overviews. Analyze those pages with Screaming Frog and Claude Sonnet to identify citable topics, likely search prompts, and content gaps. Test those prompts in Gemini to see which ones cite your site and which ones mention your brand. BE WARY OF 'META-ANALYSIS' IN DIGITAL EXPERIMENTATION (1 MINUTE READ) [9] Meta-analysis combines the results of similar A/B tests into one dataset to identify patterns across many experiments. It can help generate new experiment ideas, but it should not become a source of best practices. Test categories rely on subjective labeling, and different teams can classify the same experiment in very different ways. Most experiments happen under different conditions, so combined results rarely isolate a single variable or reveal the real cause of performance changes. TRUST IS THE NEW SEO: MARKETING IN THE AI ERA WITH KEVIN INDIG (31 MINUTE VIDEO) [10] Clicks are disappearing as users stay in-platform, making brand mentions more valuable than citations. Trust is becoming the deciding factor in what people believe and whether they verify elsewhere. Visibility is highly inconsistent across models and prompts, and “ghost citations” make attribution mostly invisible. AI scans for answers, so content that gets to the point quickly performs best. 🎁 MISCELLANEOUS WHY AND HOW MANAGERS SHOULD JOIN SALES MEETINGS (3 MINUTE READ) [11] Adding a manager to high-value sales meetings can increase revenue if the salesperson stays in the lead and the manager supports the conversation. Research across 5.5 million sales found manager and salesperson teams produced 13.2% higher sales value for new customers and 12.5% higher sales value for returning customers than teams with two salespeople. The manager signals that the customer and the deal matter while the salesperson gains credibility when the manager defers to their expertise. Use lead scores to decide when senior leaders should join sales calls instead of sending them to every meeting. WHY UNPAID MEDIA IS NOW ESSENTIAL TO AI VISIBILITY (5 MINUTE READ) [12] AI search engines score every brand claim for confidence before deciding whether to recommend it, weighing backlink quality, media coverage, and third-party mentions the same way search algorithms once weighed keywords. Earned coverage carries outsized weight in that scoring, as AI systems cite premium publisher content 3 times more often than brand-owned pages. Traffic that arrives via AI referral converts at up to 4 times the rate of standard organic search. HOW LOGITECH TURNED A $20 COMMODITY INTO A $100 STATUS SYMBOL (3 MINUTE READ) [13] Logitech turned a commodity mouse into a premium product by rebuilding its brand around design, productivity, and quality before launching the MX Master. It made the higher price feel credible through visible product craftsmanship, patented features, and productivity claims such as scrolling 1,000 lines per second and a reported 33% reduction in work time. The product gained strong word of mouth before remote work created a surge in demand. Logitech then built repeat purchases through regular product updates instead of competing on price. ⚡ QUICK LINKS THE 10 FASTEST-GROWING US INSTAGRAM ACCOUNTS OF JUNE (3 MINUTE READ) [14] These accounts include @olivertree, @ishowspeed, and @chatgpt. VIBE-CODING WORKFLOWS (8 MINUTE READ) [15] Beyond lead-gen tools, teams are building internal utilities like UTM link builders and brief generators with the same one-prompt approach. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=d84054ea-7c24-11f1-a8a3-756177d85b1c&pt=campaign&t=1783683132&s=8a178c0c017ead42899776a13e184b139d44e0227967ebe264bb17568b462ff9 [4] https://www.kaleighmoore.com/blog/2026/7/6/ai-search-jobs?utm_source=tldrmarketing [5] https://lbbonline.com/news/What-Happens-When-Every-Product-Becomes-Scannable?utm_source=tldrmarketing [6] https://emaillove.com/email-marketing-benchmarks-q2-2026?utm_source=tldrmarketing [7] https://www.therevenuearchitect.com/p/the-top-10-gtm-mistakes-founders?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/danielhinckley_seo-ai-tip-use-gsc-generative-ai-data-share-7480656831107899392-1s80/?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/jonnylongden_cro-experimentation-ecommerce-share-7479889404329766912-9Qzq/?utm_source=tldrmarketing [10] https://links.tldrnewsletter.com/DHrcuf [11] https://links.tldrnewsletter.com/HbMfRF [12] https://links.tldrnewsletter.com/OVjFcx [13] https://links.tldrnewsletter.com/SOEQOs [14] https://www.netinfluencer.com/the-10-fastest-growing-us-instagram-accounts-of-june-2026/?utm_source=tldrmarketing [15] https://www.marketingideas.com/p/vibe-coding-cheat-sheet-for-growth?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=d84054ea-7c24-11f1-a8a3-756177d85b1c&pt=campaign&pv=4&spa=1783681286&t=1783683132&s=ff941502b6fea08839c62c175a907ea44528cd865d5c8d9948fd5c2f5ccc5d87

User-controlled feed settings should not change your core ad strategy because platforms still rely more on user behavior than declared interests ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Optimizely] [4] TLDR MARKETING 2026-07-09 BUILD 3+ AI AGENTS OVER 5 DAYS. FOR FREE. (SPONSOR) [4] AI is everywhere. Knowing what's best to automate and how to make it actually happen? Rare. Opal U is a free 5-day live cohort where senior marketers build 3 working AI agents. Not just theory, not slides; actual agents you'll use Monday morning. 1 hour a day. By Friday: 3+ agents built, an AI use-case framework you'll reuse forever, and a certification that proves you can ship. 🪑 50 seats per cohort. Normally a 3,000-person waitlist... but if you're reading this, you get to skip it (lucky you). Apply now and skip the waitlist → [5] 📱 NEWS & TRENDS USER-CONTROLLED ALGORITHMS: SHOULD YOU CARE? (2 MINUTE READ) [6] User-controlled feed settings should not change your core ad strategy because platforms still rely more on user behavior than declared interests to decide what people see. Create ads that hold attention and earn meaningful engagement because watch time, rewatches, and skips reveal more than interest categories. Test multiple creative formats and messages so the platform can identify which version resonates with each audience based on real viewing behavior. Use performance data to guide creative decisions instead of relying on the preferences users select in platform settings. THE SAME ARTICLE IS RUNNING ON A HUNDRED LOCAL NEWS SITES. GOOGLE HAS NOTICED (6 MINUTE READ) [7] Local news outlets are increasingly publishing syndicated articles created from public datasets, with the same stories appearing across hundreds of sites. While publishers get free content, syndicators gain backlinks, distribution, and brand partnerships by leveraging trusted mastheads. The model weakens local journalism by replacing original reporting with duplicate content that competes in search and erodes reader trust. As Google cracks down on duplicate and third-party content, outlets may need to prioritize original reporting and owned audiences over rented reach. HUBSPOT REVERSES COURSE AFTER CUSTOMERS REJECT DATA SHARING (4 MINUTE READ) [8] HubSpot's attempt to build a shared enrichment pool across customer accounts exposed a broader tension in how vendors profit from data flowing through their own platforms. Customers contribute business contact, engagement, and tracking data simply by using the product, so once that data becomes an input for a commercial dataset sold back to every other account, including competitors, the value exchange shifts without customers getting anything new in return. HubSpot's five enrichment controls only governed whether an account's own records got refreshed, not whether its data flowed into the shared pool, making participation effectively mandatory. 🚀 STRATEGIES & TACTICS EMAIL COURSE > PDF LEAD MAGNET (1 MINUTE READ) [9] Most lead magnets fail because PDFs get downloaded once and forgotten, missing the opportunity to build an email habit. Instead, turn the content into a 5-day email course that delivers each lesson, framework, and takeaway through daily emails. This keeps subscribers engaged and creates a natural transition into a 3-5 email pitch sequence that drives the next step. WIN REPORT: HOW REVERSING THE FUNNEL INCREASED ORDERS BY 22% (2 MINUTE READ) [10] Moving a customer's first moment of personal investment earlier in the purchase journey can increase conversions. A flower and gift retailer moved the card message step to immediately after product selection and orders increased by 22%. Writing a personal message creates commitment and helps customers picture the outcome before payment. Look for opportunities to let customers personalize or create something early in the funnel and test whether it increases purchase completion. IS RUNNING THE SAME AI PROMPT ONCE A DAY ACTUALLY ENOUGH? (2 MINUTE READ) [11] Analysis of one million AI responses found running prompts 10X daily offers minimal gains over once per day, with only a 0.25 point difference in citation share. While higher frequency slightly reduces variability, the impact is small. The bigger driver of accuracy is prompt selection, not repetition. A well-constructed, representative prompt portfolio matters more than run volume, since poor prompt choices can skew results far more than day-to-day AI response variation. 🧑‍💻 RESOURCES & TOOLS HOW AI-NATIVE ARE YOU AS A MARKETER? (QUIZ) [12] Built by CXL, this quick assessment gauges how AI-native you are as a marketer. It tracks how consistently you use AI across workflows, research, content creation, experimentation, and team operations. Your level reflects how broadly and often you apply these behaviors in your day-to-day work. SEE HOW CONTENT FROM SOCIAL AND VIDEO PLATFORMS PERFORMS ON GOOGLE SEARCH (2 MINUTE READ) [13] Google launched platform properties in Search Console, enabling creators to track how Instagram, TikTok, X, and YouTube content performs on Search and Discover. It surfaces queries, clicks, impressions, and engagement through performance and insights reports, with options to filter or export data. Users can connect accounts via verification, with a gradual rollout designed to give a unified view of content discovery across platforms. 🎁 MISCELLANEOUS WHY DOES THE MIDDLE OF THE FUNNEL ALWAYS GET THE MIDDLE FINGER? (6 MINUTE READ) [14] CMOs now spend 71% of budget on performance media and just 29% on brand-building, with performance gaining 11 percentage points since 2023, moving further from the 60/40 optimal split. A comparison of premium and non-premium publisher placements found the gap was modest at the top and bottom of the funnel but reached +267% in the middle, the exact zone budgets are abandoning. Mid-funnel performance depends on media quality, specifically placement prominence and contextual receptiveness, neither of which shows up in reach and frequency or click and ROAS metrics. EVERYONE'S A MARKETING EXPERT ... UNTIL THEY'RE NOT (5 MINUTE READ) [15] Marketing's biggest blind spot is not inexperience but certainty, since years of success can calcify a personal lens that has quietly drifted out of alignment with the audience. Performance metrics like conversions and cost per acquisition measure whether a campaign worked, but they cannot explain why an audience felt connected or alienated in the first place. The marketers who avoid that trap treat their own reactions as a starting hypothesis rather than a final verdict, testing and adjusting based on what the data shows rather than what they personally like. ⚡ QUICK LINKS META'S NEW AI CAN GENERATE IMAGES OF YOU FROM YOUR INSTAGRAM, AND YOU'RE OPTED IN (2 MINUTE READ) [16] Muse Image lets anyone @-mention a public Instagram account to generate AI images of that person, switched on by default with no consent request or notification. WHOOP HIRES NIKE MARKETING VETERAN AS WEARABLES WARS HEAT UP (3 MINUTE READ) [17] Former Nike CMO Dirk-Jan van Hameren joins Whoop as CMO. EMAIL OPEN TRACKING NOW NEEDS CONSENT IN FRANCE AND ITALY (7 MINUTE READ) [18] France's CNIL and Italy's Garante now require consent for email tracking pixels; deadlines July 14 and October 28, respectively. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. 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55.7% of tech workers now report significant burnout, up from 44.7% a year ago, while career optimism has dropped to 48.7% from 54.8% ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-07-08 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS HOW TECH WORKERS ARE FEELING IN 2026: A WORKFORCE SPLITTING IN TWO (13 MINUTE READ) [5] 55.7% of tech workers now report significant burnout, up from 44.7% a year ago, while career optimism has dropped to 48.7% from 54.8%. Only 22% cite losing their job to AI as a top fear, and the correlation between AI replacing parts of a job and layoff worry sits at essentially zero. What's actually driving the anxiety is the squeeze, since AI raised the bar for output and the reward has been more work for the same pay rather than fewer hours. More than half of respondents say they would steer a newcomer away from their own field, producing an average career recommendation score of -39. AI OVERVIEWS ARE EXPANDING ACROSS COMMERCIAL INTENT SEARCH (6 MINUTE READ) [6] AI Overviews appeared on 71% more commercial-intent search results, expanding well beyond the informational queries where they first took hold. Finance saw the sharpest jump, up 231% in the period, followed by computers and electronics at 108% and games at 77%. Transactional queries moved in the opposite direction, with AI Overview appearance falling 5% as Google increasingly reserves them for the research phase of a purchase rather than the moment someone is ready to buy. Google Ads and AI Overviews are also showing up together roughly twice as often as a year ago, putting more paid and AI-generated real estate on the same results page. 🚀 STRATEGIES & TACTICS TURN DAILY MOMENTS INTO VIRAL LINKEDIN POSTS (2 MINUTE READ) [7] Content works better when it starts with a relatable moment because personal stories stand out in a feed full of AI-generated advice. Start with a real event, build one clear message, and match the post to one of three goals: personal, proof, or promo. The STORM structure gives each post a simple flow from hook to takeaway and helps readers stay engaged. Specific hooks and a closing that connects back to the opening create stronger engagement and clearer calls to action. BRANDS SEE CONTENT GOLD IN MICRODRAMAS. WILL THEY MUCK UP THE MOMENT? (7 MINUTE READ) [8] Microdramas give brands a low-cost way to build attention through entertainment instead of traditional ads, but success depends on strong storytelling before product promotion. Short episodes that open with a hook, end with a cliffhanger, and include clear business goals can create stronger engagement and commerce opportunities. Audience interest is growing fast as time spent with short drama apps increased by 5.78 billion hours in 2025, while Crocs generated nearly 10 million views from its first branded microdrama. Start with small tests, measure repeat viewing and binge behavior instead of only impressions, and avoid forcing products into the story because audiences quickly reject content that feels like an infomercial. 🧑‍💻 RESOURCES & TOOLS PAID ADS PLAYOFF: PROVEN B2B PLAYS THAT TURN SPEND INTO PIPELINE (WEBINAR) [9] This live session on July 10 brings B2B marketers together to break down paid ads that drive qualified pipeline. Speakers quickly share top-performing ad examples and results, then face rapid Q&A before the audience votes on which plays deserve a deeper dive. The format is interactive, with attendees able to ask questions and influence what gets explored further, ending with a final crowd-selected standout. SEE HOW CONTENT FROM SOCIAL AND VIDEO PLATFORMS PERFORMS ON GOOGLE SEARCH (1 MINUTE READ) [10] Google Search Console now lets marketers measure how social and video content performs in Google Search and Discover across Instagram, TikTok, X, and YouTube. The new platform properties show which search queries generate clicks and impressions for individual posts, so teams can find the content and topics that attract search traffic. The Insights report gives a quick view of traffic trends and top posts, and the Performance report lets users filter, sort, and export the data for deeper analysis. This gives brands a single place to measure search visibility across owned websites and major social platforms. HOW WE'RE KEEPING REDDIT REAL AND SAFE IN THE AI ERA (3 MINUTE READ) [11] Reddit is using AI-driven systems to proactively detect spam, bots, and harmful content before users see it. These upgrades now block 23M spam views daily, cut user exposure to spam by 20%, and revoke nearly 2M fake votes per day. Enforcement on hate and violent content has also dropped to under five seconds, reducing exposure by over 40%. 🎁 MISCELLANEOUS IT'S ALL ABOUT FRAMING (2 MINUTE READ) [12] Framing can increase customer value as much as product quality because the right partner changes how people perceive and use an offer. Robinhood generated more than 50% of Kalshi's trading volume by presenting prediction markets inside an investing app, which made larger wagers feel normal to investment-minded users. Partnerships can also reposition a brand, as Apple used Hermès to present the Apple Watch as a luxury accessory and New Balance used fashion collaborations to change its image. Products are easier to copy than brand perception, so partnerships that expand reach and create stronger mental associations can create a lasting advantage. NETFLIX INVENTED BINGE-WATCHING. NOW IT MAY HAVE OUTGROWN IT (5 MINUTE READ) [13] Viewers are increasingly abandoning popular Netflix shows before a second season, driven by frequent cancellations, long gaps between seasons, and algorithm-shaped programming. Netflix's binge model was built to beat linear TV, a fight streaming already won when it overtook combined broadcast and cable viewing in 2025, but the platform now competes with short-form video and microdrama apps instead. THE RISE OF RAGEBAIT LIT (5 MINUTE READ) [14] Buzz-heavy memoirs and novels are sparking intense online debate. Group chats, Substack, and book clubs are driving the conversation. These books center on messy personal lives and polarizing choices. Readers engage for the drama but often feel personally invested in the authors, which sharpens reactions. Conversations move beyond hot takes into questions about feminism, relationships, and autonomy. The trend echoes the confessional era but feels more fractured today. Cultural regression shapes the tone, turning outrage into a way to process collective anger. ⚡ QUICK LINKS 10 LOW-LIFT EMAIL TIPS (2 MINUTE READ) [15] Use separate subdomains for transactional and marketing emails, clean your database regularly, and apply more precise suppression logic. THE 5 AEO AUTOMATIONS I'M RUNNING THIS MONTH (5 MINUTE READ) [16] These include weekly citation gap sweeps, auto-refreshing pages that convert, and the ship-it-twice LinkedIn system. OPENAI CAN GENERATE CHATGPT ADS FOR YOU (1 MINUTE READ) [17] ChatGPT Ads now offers to generate a complete ad, pulling from an advertiser's website and campaign settings, then handing it back for review, editing, and approval before it goes live. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=8efb72cc-7a91-11f1-ad52-8317a726deec&pt=campaign&t=1783510263&s=642c0363b039503cd6602591166999cc01e0ba39f2a2784db295c1252e2a3cb9 [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary07082026 [5] https://www.lennysnewsletter.com/p/how-tech-workers-are-feeling-in-2026?utm_source=tldrmarketing [6] https://www.semrush.com/blog/ai-overviews-commercial-search-study/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/magalidereu_last-july-i-never-knew-what-the-fck-to-share-7480194811849867264-kMJd/?utm_source=tldrmarketing [8] https://www.marketingdive.com/news/brands-content-gold-microdramas-will-they-muck-up-moment/819961/?utm_source=tldrmarketing [9] https://app.zuddl.com/exitfive/p/a/event/ebcfab05-e83a-43c0-b492-2176efa22898?utm_source=tldrmarketing [10] https://developers.google.com/search/blog/2026/07/search-console-social-video-platforms?utm_source=tldrmarketing [11] https://redditinc.com/news/how-were-keeping-reddit-real-and-safe-in-the-ai-era?utm_source=tldrmarketing [12] https://embeddedbrandstrategy.substack.com/p/its-all-about-framing?utm_source=tldrmarketing [13] https://techcrunch.com/2026/07/06/netflix-invented-binge-watching-now-it-may-have-outgrown-it/?utm_source=tldrmarketing [14] https://www.harpersbazaar.com/culture/art-books-music/a71363531/the-rise-of-ragebait-lit/?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/jacalynbeales_lifecyclemarketing-b2bemail-emailmarketing-share-7478187608087420928-AMNT/?utm_source=tldrmarketing [16] https://newsletter.stackedgtm.ai/p/the-5-aeo-automations-im-running?utm_source=tldrmarketing [17] https://searchengineland.com/openai-can-generate-chatgpt-ads-for-you-481651?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=8efb72cc-7a91-11f1-ad52-8317a726deec&pt=campaign&pv=4&spa=1783508463&t=1783510263&s=7faeedca505c4eb1970828979c0a9e40ebf21a80e38e28baac3a64952f232f9a

Three viral formats dominating social feeds right now all hijack a real news event instead of inventing a joke. Domino's UK parody ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-07-07 📱 NEWS & TRENDS PHYSICAL MEDIA IS DYING. SO IS THE IDEA THAT YOU OWN WHAT YOU BUY (3 MINUTE READ) [4] Physical media is fading as gaming shifts to digital-only distribution, with Sony planning to sell only digital PlayStation titles by 2028. While convenient, this shift weakens ownership, as purchases become revocable licenses rather than permanent assets. Content can disappear due to licensing changes, as seen with removed films from user libraries. Broader trends in gaming and streaming reinforce this shift, prompting regulatory responses. The traditional idea of buying media to own is eroding, replaced by limited, conditional access. WHY META AI COULD BECOME SEARCH'S SLEEPING GIANT (7 MINUTE READ) [5] Meta AI could become a major search and product discovery channel by embedding AI in existing apps instead of separate tools. It reached 1B monthly users by May 2025, while Meta's apps reach 3.56B daily users, giving it an edge in capturing intent across social, messaging, and shopping. Brands should test how it surfaces products, creators, reviews, and content. Visibility may rely less on traditional SEO and more on social content, partnerships, product data, and community activity. 🚀 STRATEGIES & TACTICS CAROUSEL ADS VS. DOCUMENT ADS. CONVO ADS VS. MESSAGE ADS (2 MINUTE READ) [6] Small format changes can drive big swings in LinkedIn Ads performance, so testing similar formats is critical. Document ads often beat carousel ads for multi-slide creative due to better mobile usability and engagement, but not consistently. Message and conversation ads also vary widely despite similar setups, with no clear winner. Performance differences can be significant, making side-by-side testing the only reliable way to decide. YOUR NEXT VIRAL POST IS ALREADY WRITTEN (2 MINUTE READ) [7] Three viral formats dominating social feeds right now all hijack a real news event instead of inventing a joke. Sony's PlayStation-goes-digital-only announcement drew 70K angry replies, and Domino's UK parody about digital pizzas answered within two hours for 488K likes, with more brands piling on. Software companies ran the joke in reverse, and GitHub took it furthest by actually shipping code on CD-ROMs, landing on Hacker News's front page. A third format copies the US government's real Claude Fable 5 shutdown statement onto unrelated products. 🧑‍💻 RESOURCES & TOOLS GOOGLE ADS SEARCH TERMS WASTE ANALYZER (TOOL) [8] Paste or upload your Google Ads Search Terms Report to find wasted spend, negative keyword candidates, n-gram patterns, and high-intent query opportunities. The analysis runs locally in your browser. The tool is free to use. FIND CHATGPT'S DATA SOURCES IN THE SOURCE CODE (1 MINUTE READ) [9] Chrome DevTools can reveal the source for each of ChatGPT's cited URLs through the "result_source" tag. Its current data sources include Labrador for training data, SERP for search data, BrightData, and Oxylabs. This helps you identify where ChatGPT finds information and build content that is more likely to appear in AI-generated citations. 🎁 MISCELLANEOUS AI VISIBILITY SCORES ARE USELESS (2 MINUTE READ) [10] AI visibility tools rely on prompts that can be easily manipulated, making their scores unreliable and disconnected from how users actually search. Citations also vary widely, so optimizing for them alone is flawed. A better approach is to analyze consistently cited sources, study competitors, and focus on content that answers real user questions. Visible brand mentions matter more than links, making strong, clear positioning key to showing up in AI responses. BOTH SIDES OF THE MARKETING EDUCATION ROW ARE RIGHT (7 MINUTE READ) [11] Debate over marketing education has become polarized, but both sides are largely right. Foundational knowledge still matters, while the traditional canon needs updating for a changing industry. The real issue is confusion between knowledge, competencies, and skills, with too little focus on applying learning in real contexts. Universities and training each play a role, but neither is sufficient alone. Underneath the debate is deeper uncertainty about marketing's future, which is fueling division and making constructive progress harder. SELF-PROMOTIONAL CONTENT WORKS—UNTIL IT BACKFIRES (8 MINUTE READ) [12] Publishing self-promotional pages pulled a new conference brand into 72 previously empty AI answer slots, with 82% of those mentions citing the brand's own content. The same tactic barely moved an already-established brand, where only 6% of new mentions traced back to owned pages. Even where citations landed, they backfired 43% of the time, with AI citing the page while recommending a competitor from the same list. The effect scaled with query specificity, hitting 66% of answers for a narrow "best SEO conferences" search versus 16% for a broader "best marketing conferences" one. ⚡ QUICK LINKS AI TOOLS CAN QUIETLY SHIFT YOUR OPINIONS WHEN THEY “CLEAN UP” YOUR SOCIAL MEDIA POSTS (2 MINUTE READ) [13] AI writing tools can nudge tone in specific directions across topics, even when asked to preserve meaning. WHY MOST ORIGINAL DATA NEVER GETS CITED (6 MINUTE READ) [14] Original data earns disproportionate citations, but almost only when packaged as clear, comparable benchmarks that directly answer “which is best” questions. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [15] Track your referrals here. [16] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [17]. Want to work at TLDR? 💼 APPLY HERE [18], CREATE YOUR OWN ROLE [19] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [20] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [21] & Maddi Salmon [22] Manage your subscriptions [23] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [24]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=821bae24-79c3-11f1-a32f-37242548b2f4&pt=campaign&t=1783423267&s=21a40071e8e8ed2dd2fd41624be1077abf114a18d6003170c6c6ed20166ff267 [4] https://www.fastcompany.com/91568840/physical-media-is-dying-so-is-the-idea-that-you-own-what-you-buy?utm_source=tldrmarketing [5] https://searchengineland.com/meta-ai-search-sleeping-giant-481581?utm_source=tldrmarketing [6] https://www.linkedin.com/posts/robmuldoon_31linkedinadslearnings-share-7478733305748545536-4CNV/?utm_source=tldrmarketing [7] https://www.marketingideas.com/p/your-perfect-viral-post-is-here?utm_source=tldrmarketing [8] https://davidtamachi.ca/google-ads-search-terms-waste-analyzer?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/chris-long-marketing_seo-tip-hidden-in-the-source-code-chatgpt-share-7479880034527264768-KHmm/?utm_source=tldrmarketing [10] https://www.practicalecommerce.com/ai-visibility-scores-are-useless?utm_source=tldrmarketing [11] https://www.marketingweek.com/both-sidesmarketing-education-row/?utm_source=tldrmarketing [12] https://ahrefs.com/blog/self-promotional-content-ai-seo-experiment/?utm_source=tldrmarketing [13] https://www.digitaltrends.com/social-media/ai-tools-can-quietly-shift-your-opinions-when-they-clean-up-your-social-media-posts-study-finds/?utm_source=tldrmarketing [14] https://www.growth-memo.com/p/why-most-original-data-never-gets?utm_source=tldrmarketing [15] https://refer.tldr.tech/eb173905/5 [16] https://hub.sparklp.co/sub_dde87fb1813a/5 [17] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [18] https://jobs.ashbyhq.com/tldr.tech [19] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [20] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [21] https://www.linkedin.com/in/alikoh/ [22] https://www.linkedin.com/in/maddisalmon/ [23] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [24] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=821bae24-79c3-11f1-a32f-37242548b2f4&pt=campaign&pv=4&spa=1783422057&t=1783423267&s=a36d69e3adfacd9da1a2e1f440dc10ca18999ff4fdc9d7044322c7762789b5d7

CEOs who avoid publishing under their own name treat content as a hobby. Social platforms now function as an always-on B2B conference ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-07-06 📱 NEWS & TRENDS ‘TOUGH PILL TO SWALLOW': LADBIBLE BOSS ON THE TRAFFIC HIT FROM META'S FEED SHAKE-UP (6 MINUTE READ) [4] Digital publishers are getting squeezed from both sides. Meta is prioritizing creator content over publisher links, cutting ad revenue, while Google's AI Overviews reduce search traffic by answering queries directly. Some publishers report CTR drops as high as 89%. Search traffic is projected to fall over 40% in three years, after steep declines from Facebook and X. A new UK ruling allows publishers to block Overviews without losing search rankings, adding leverage. AI WON'T SAVE ADVERTISING (35 MINUTE READ) [5] AI hype is sweeping advertising, expectations are overblown. Fully automated ad creation isn't realistic and risks hurting the ecosystem. Like programmatic before it, AI won't replace human judgment. Its real value is improving productivity and workflows. Meanwhile, creators are becoming full-stack businesses, blurring lines with agencies. The industry is shifting toward data-driven marketing, but AI alone won't deliver the transformation many expect. 🚀 STRATEGIES & TACTICS ADD YOUR BEST CASE STUDIES IN YOUR FOOTER (1 MINUTE READ) [6] Placing key customer proof in your website footer can influence how AI systems describe your product. In a test, Clay surfaced its case studies in the footer, and ChatGPT pulled listed customers directly from those links when asked which brands use the product. Companies that bury case studies deeper on their sites were cited far less. 4 WAYS TO NOT LET YOUR LOYALTY PROGRAM LIVE IN A SILO (2 MINUTE READ) [7] Most loyalty programs fail because they're barely visible. Email flows should surface points, rewards, and status in welcome, post-purchase, and ongoing campaigns. Subscription flows should reinforce value with milestone updates and highlight what's lost during cancellation. Landing pages should surface perks upfront instead of burying them in footers. Retail experiences should connect online and in-store so that earning and redemption work both ways. A GOOGLE ADS TARGETING TACTIC THAT CUT INVALID CLICKS BY 50% (4 MINUTE READ) [8] Use Google Ads audience targeting as a filter to reduce invalid clicks when click fraud is hurting your campaign performance. One account cut its invalid click rate by 50% after adding hundreds of Google predefined audiences and setting them to Targeting instead of Observation. The approach limits ads to users who match both keywords and Google's audience signals. It works best for accounts with unusually high invalid click rates because it can also exclude legitimate users who do not fit Google's predefined audiences. 🧑‍💻 RESOURCES & TOOLS REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [9] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [9] CONTENTGRAPHER (TOOL) [10] ContentGrapher provides website content recommendations for AI visibility. You give it a URL, and it maps weak or missing concepts, how well you've connected certain concepts, and if there's anything that belongs on its own page. It's free for the first 5 analyses, then starts at $29. WHAT SUCCESSFUL PEOPLE TOLERATE (WEBINAR) [11] Success is framed as a function of what tradeoffs can be sustained, not just strengths or effort. Kristen Lowe introduces “success currencies”, highlighting costs like risk, rejection, and uncertainty as key drivers of achievement. The session includes a self-assessment to identify which costs drain or motivate, and whether current ambitions align with the prices required to reach them. It will take place on July 8 at 9 AM PT. 🎁 MISCELLANEOUS MY HONEST OPINION ABOUT PERSONAL BRANDING IN B2B (6 MINUTE READ) [12] CEOs who avoid publishing under their own name treat content as a hobby, not revenue work. Social platforms now function as an always-on B2B conference where buyers already research and decide. Most objections trace back to fear of peer judgment or reluctance to tie personal image to company outcomes. Buyers trust faces over logos, so every week of executive silence carries a real cost in pipeline loss. Leading with expertise rather than personality offers a way into personal branding that doesn't require performative content. GOOGLE JUST PUBLISHED ITS PLAYBOOK FOR KILLING AI SLOP AT SCALE (8 MINUTE READ) [13] Google's new system targets coordinated AI content, not individual pages. It detects clusters of accounts producing templated content at scale using shared infrastructure, velocity, and semantic patterns, then removes the entire network. This shifts enforcement from optimizing single pages to avoiding detectable production patterns. High-volume, templated strategies are now a liability. ⚡ QUICK LINKS HOW TO FIND OUT WHY A METRIC DROPPED (1 MINUTE READ) [14] A 6-step framework to investigate and explain a metric drop. THE 50 HIGHEST-PAID CREATORS IN 2026 (3 MINUTE READ) [15] MrBeast leads the ranking, followed by Dhar Mann and Steven Bartlett. AVOID ALL-CAPS HEADLINES, SAYS CRO PRO (4 MINUTE READ) [16] One test replacing all-caps headlines with standard capitalization increased conversions by 25%, highlighting the impact of readability. SOCCER'S ASCENSION IN AMERICA (7 MINUTE READ) [17] Soccer wins on community, accessibility, and global identity over traditional violence-heavy sports. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ac7d47d0-7906-11f1-81e6-13a603a274b7&pt=campaign&t=1783337321&s=1580e2e5e61fcfd48ef274f169aa2e146d2851a85d84929a4164eb102990c53e [4] https://www.theguardian.com/media/2026/jul/05/meta-algorithm-digital-publishers-ladbible?utm_source=tldrmarketing [5] https://www.theverge.com/podcast/959792/digitas-ceo-amy-lanzi-cannes-ad-industry-marketing-ai-creators?utm_source=tldrmarketing [6] https://www.linkedin.com/posts/ryancarruthers7_you-can-change-what-chatgpt-says-about-your-share-7477789233043230720-1zhS/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/nicolas-olaya-zuluaga_a-mistake-i-keep-seeing-across-brands-doing-activity-7478477613301215232-B_fH?utm_source=tldrmarketing [8] https://searchengineland.com/google-ads-targeting-tactic-cut-invalid-clicks-481490?utm_source=tldrmarketing [9] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary07062026 [10] https://www.contentgrapher.io/?utm_source=tldrmarketing [11] https://luma.com/4yx5b516?utm_source=tldrmarketing [12] https://pierreherubel.substack.com/p/my-honest-opinion-about-personal?utm_source=tldrmarketing [13] https://nogood.io/blog/google-ai-slop/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/mloseva_give-me-a-dropped-metric-and-i-will-treat-share-7478506428891172864-1trN/?utm_source=tldrmarketing [15] https://www.visualcapitalist.com/50-highest-paid-creators-in-2026/?utm_source=tldrmarketing [16] https://www.practicalecommerce.com/avoid-all-caps-headlines-says-cro-pro?utm_source=tldrmarketing [17] https://konvoy.beehiiv.com/p/soccer-s-ascension-in-america?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ac7d47d0-7906-11f1-81e6-13a603a274b7&pt=campaign&pv=4&spa=1783335682&t=1783337321&s=c1326eab548db12bab584042a1766117031f88cfac80440c6f38d5716bd38208

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AI disclosure labels can reduce engagement because people assume the creator put less effort into the content. Across 8 experiments ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-07-03 📱 NEWS & TRENDS “MADE WITH AI” GETS LOWER ENGAGEMENT (3 MINUTE READ) [4] AI disclosure labels can reduce engagement because people assume the creator put less effort into the content. Across 8 experiments and more than 1.1 million TikTok posts, content labeled as AI-generated received 7% to 8% fewer likes and 7% lower overall engagement even when quality stayed the same. Explain how AI supported the work and highlight the human effort behind the final result to help maintain trust and connection. AI tools that require visible skill or creative input are less likely to create this reaction, so the way you present AI use matters as much as the tool itself. CONCERN ABOUT SOCIAL MEDIA MISINFORMATION FAILS TO CURB USE AMONG YOUNG BRITS (3 MINUTE READ) [5] Nearly 80% of UK adults are concerned about misinformation on social media, yet usage remains high. People aged 16-34 spend about 2 hours 31 minutes a day on social platforms, and 88.9% use them each week. Overall weekly reach is 73.9%, and Brits spend 7 hours 24 minutes a day on screens, reinforcing how central digital media is. Smartphones drive 34% of consumption, with social and messaging taking nearly half of mobile activity. 🚀 STRATEGIES & TACTICS SHORT-FORM VIDEO IS SHOWING UP IN B2B SEARCH RESULTS AND AI ANSWERS (BUT NOBODY'S TALKING ABOUT IT) (5 MINUTE READ) [6] Short-form video is becoming an SEO and AI visibility channel for B2B software brands, not just a social media tactic. YouTube Shorts now ranks for more than 1,100 "best + software" searches worldwide, and 92% of those search results also include AI Overviews. Repurpose webinars, podcasts, demos, and customer interviews into short videos that target specific buyer queries, then optimize the title, transcript, captions, and opening hook for search intent. Start with YouTube Shorts because Google cites it far more often than Instagram or TikTok, then publish the same clips on other platforms that fit your audience. RAMP'S WINNING AEO EXPERIMENT (1 MINUTE READ) [7] Ramp figured out that its ICP cares about technology adoption data, so it built pages that show trends from its own spend data for individual products and software categories. It updates most pages 1 to 2 times per week and puts key statistics, charts, and dates in HTML so search engines and AI tools can easily read the content. This approach helps its pages appear in Google and AI search results for questions about software adoption and category trends. YOUR PMM JOB IS BEING REWRITTEN THIS YEAR. HERE'S HOW TO HOLD THE PEN (5 MINUTE READ) [8] AI is raising the floor for PMMs, making safe positioning and surface-level insights easy to replicate. The advantage now comes from judgment. Train teams to explain why decisions are made, not just ship outputs. Take clear, opinionated positions that show who the product is for and who it's not. Go beyond obvious insights by digging into contradictions and talking to customers directly. Most importantly, cut what doesn't matter, since deciding what to leave out is now the highest-leverage skill. 🧑‍💻 RESOURCES & TOOLS REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [9] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [9] OUR INTERN BUILT THE FIRST ZERO-PERSON BUSINESS (4 MINUTE READ) [10] An AI agent built and launched an app by running a tight loop of user interviews, concept testing, building, and iteration. It used Listen Labs to run 2,000 interviews and test 100 ideas in parallel with subagents. Image models handled product builds, while Meta ads drove acquisition. The agent landed on StyleFits, an AI stylist shaped by real user feedback. It pivoted based on low NPS, pricing friction, and trust gaps, then added free trials and shopping links. The result was a scrappy product with hundreds of paying users. HOW CAMPAIGN STRUCTURE SHAPES GOOGLE ADS PERFORMANCE (7 MINUTE READ) [11] Google's Smart Bidding requires roughly 30 to 50 conversions per campaign per month to exit the learning phase and make reliable bidding decisions. Accounts segmented across too many campaigns spread that signal thin enough to keep every campaign permanently in learning mode. Performance Max compounds the issue when its boundaries with Search campaigns aren't defined through negative keywords and brand exclusions, since PMax will claim high-intent branded queries and inflate costs on terms Search would have won cheaply. No amount of bid adjustments or creative testing resolves these problems when the foundation is wrong. 🎁 MISCELLANEOUS ENTERPRISE-GRADE-A: ON BUZZWORDS, BUYERS, AND THE LOST ART OF SAYING WHAT YOU MEAN (7 MINUTE READ) [12] Specific and verifiable messaging helps buyers more than polished buzzwords. Buyers ignore vague claims like "enterprise grade" and look for proof such as implementation time, migration steps, product demos, customer results, and real user feedback. Marketing copy should describe what a product does, who it is for, and how it solves a real problem instead of relying on vague phrases like "enterprise grade" or "AI powered." AI can speed up research and content creation, but marketers still need human judgment to turn product details into messages that answer real buyer questions. PLEASE STOP THE AI CONFIDENCE THEATER (7 MINUTE READ) [13] AI hype creates unrealistic expectations that make it harder for people to recognize the real value AI can deliver today. Social media rewards exaggerated claims, so simple time-saving workflows often get presented as life-changing systems even though many still need significant human oversight. Real expertise comes from building AI solutions that solve business problems instead of talking confidently about AI concepts. Honest examples, measurable outcomes, and continuous improvement build more trust than exaggerated promises. ⚡ QUICK LINKS CHECK YOUR LINKEDIN INDUSTRY FIELD (1 MINUTE READ) [14] Updating your LinkedIn industry field is a quick fix that helps posts reach the right audience. NIKE CUTS BRAND SPEND AS IT DOUBLES DOWN ON SPORTS ‘MICRO-COMMUNITIES' (3 MINUTE READ) [15] Nike's pulling back on traditional brand marketing and pushing further into athlete-led sport storytelling. HOW TO USE INSTAGRAM'S NEW CAROUSEL FEATURE (2 MINUTE VIDEO) [16] Use the multiple captions carousel feature to tell stronger stories by pairing swipeable context with visual-first posts. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b8c13636-76a0-11f1-a7e2-1bf2003969b7&pt=campaign&t=1783077803&s=c993258713ff7cab9e2abda8879845358bdb3e97e982429f8a5d357ae3a85e96 [4] https://app.sciencesays.com/p/made-with-ai-gets-lower-engagement?utm_source=tldrmarketing [5] https://ipa.co.uk/news/touchpoints-2026/?utm_source=tldrmarketing [6] https://foundationinc.co/lab/short-form-video?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/chris-long-marketing_the-ramp-rate-directory-is-the-most-inspiring-share-7478424997359968257-HVjj/?utm_source=tldrmarketing [8] https://www.linkedin.com/pulse/your-pmm-job-being-rewritten-year-heres-how-hold-pen-richard-king-h5qie/?utm_source=tldrmarketing [9] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary07022026 [10] https://listenlabs.ai/blog/closed-loop?utm_source=tldrmarketing [11] https://searchengineland.com/how-campaign-structure-shapes-google-ads-performance-481332?utm_source=tldrmarketing [12] https://www.optimizely.com/field-notes/articles/enterprise-grade-a-the-lost-art-of-saying-what-you-mean?utm_source=tldrmarketing [13] https://www.elenaverna.com/p/please-stop-the-ai-confidence-theater?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/diandraescobar_your-linkedin-industry-field-is-probably-share-7478063458958180352-MSbU/?utm_source=tldrmarketing [15] https://www.marketingweek.com/nike-brand-sports-micro-communities/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/dayana-collazos-ibarra_instagrams-new-multiple-captions-carousel-ugcPost-7478343172314701827-wclW/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b8c13636-76a0-11f1-a7e2-1bf2003969b7&pt=campaign&pv=4&spa=1783076487&t=1783077803&s=072746b48029b0cdb73def63d79a466d8858b90f495fcd7e05630a4047a49bd4

The Model Y Long Wheelbase is now available in the US and Puerto Rico. The 3-row, 6-seat configuration has ample headroom and legroom ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [tldr] [4] TLDR 2026-07-03 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] CLICK HERE TO REMAIN A SUBSCRIBER [5] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [5] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS MODEL Y LONG WHEELBASE (3 MINUTE READ) [6] The Model Y Long Wheelbase is now available in the US and Puerto Rico. The 3-row, 6-seat configuration has ample headroom and legroom for all passengers. The trunk fits a 28" and a 20" suitcase each, and the frunk can hold an additional 20" suitcase. More details about the wheelbase, along with pictures and videos of the vehicle, are available in the post. MARK ZUCKERBERG TELLS STAFF THAT AI AGENTS HAVEN'T PROGRESSED AS QUICKLY AS HE'D HOPED (2 MINUTE READ) [7] Mark Zuckerberg told staff during an internal town hall on Thursday that the pace of AI agent development was not accelerating in the way executives had previously expected it to. He has apparently commented that the job cuts earlier this year were not as clean as they should have been. The perceived upside of the company's new AI-focused structure has not come to fruition yet. Zuckerberg says that the company will begin to see improvements from its AI investments in the next three to six months. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY FAA PROPOSAL: SUPERSONIC AIRLINERS CAN FLY OVER US CITIES IF THEY'RE QUIET (3 MINUTE READ) [8] The US Federal Aviation Administration has proposed a new rule that would allow commercial supersonic airliners as long as they can reduce the ground-level impacts of their sonic booms. The new rule would require any sonic boom overpressure at the surface to be kept below 0.11 pounds per square foot. Critics of the new rule say it doesn't actually consider loudness or annoyance. Legalization of quieter supersonic flights doesn't guarantee a successful comeback for commercial supersonic airliners - Concorde's massive fuel consumption made it difficult to sustain profitable operations. CHINA QUANT FUNDS DRAW BILLIONS AS AI TROUNCES HUMAN TRADERS (7 MINUTE READ) [9] Quants' assets under management in China have more than doubled in less than a year to over 2.6 trillion yuan. The trend is being fueled by the rapid adoption of artificial intelligence. Quants' breadth in covering thousands of stocks has made it mainstream. Funds are responding to the frenzy by creating new investment products. 💻 PROGRAMMING, DESIGN & DATA SCIENCE UNDERSTANDING IS THE NEW BOTTLENECK (11 MINUTE READ) [10] It's still important to understand the code that agents write. Agent work needs to be understood to verify that it is correct. This understanding is required for humans to participate in the creative process. This presentation discusses techniques for building human understanding when working with AI and moving fast. BUILDING AN INTERN (22 MINUTE READ) [11] 'Junior' is an AI intern in Slack. Users can give it information to work with, review the work, and steer the agent in the right direction. This article discusses the process of developing Junior, which took over four months. The full source for the project is available. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR AI! (TLDR CURATOR, ~5 HRS/WEEK) Over 1M subscribers read TLDR AI to stay on top of the latest in AI models, research, engineering, and more. If you work in AI and want to help curate it, send your LinkedIn or resume to ai@tldr.tech! META'S INEVITABLE CLOUD (13 MINUTE READ) [12] After years of trying to diversify, Meta is still almost entirely an ad business. The company's latest solution to that problem is AI. AI will be used to supercharge its ads business, but it will also ideally unlock other businesses. One of these businesses is Meta's newly announced cloud service. CAREER ADVICE IN THE AGE OF AI (11 MINUTE READ) [13] The valuable work of the next decade is everything that can't be graded within the span of model training. Focus on resources that are truly limited and learn to find problems in addition to solving them. Work on the most ambitious form of a problem and learn to execute well in the last mile. Put yourself in the right position to see opportunities. The key to unlocking opportunity is to focus on finding interesting problems and delivering extraordinary results. ⚡ QUICK LINKS A NEW TREND, SMART MODEL ROUTING (3 MINUTE READ) [14] Intelligent routing is becoming table stakes. MICROSOFT UNVEILS $2.5B ‘FRONTIER COMPANY' TO EMBED AI ENGINEERS INSIDE CUSTOMERS (5 MINUTE READ) [15] The Microsoft Frontier Company will embed engineers inside customers to build and run AI systems. SKILL ENGINEERING AND THE CASE AGAINST ONE-SHOT AI DESIGN (7 MINUTE READ) [16] Agents need domain knowledge, context, and carefully defined ways for humans to steer the result. ANTHROPIC IS DISCUSSING A NEW CUSTOM CHIP WITH SAMSUNG (2 MINUTE READ) [17] Anthropic has yet to decide what the chip will be used for, how it will fit into the server, or how powerful it will be. CLOUDFLARE SETS DEADLINE TO BLOCK AI CRAWLERS THAT BUNDLE SEARCH WITH AI TRAINING (10 MINUTE READ) [18] AI crawlers have until September to separate bots that gather content for search from those that harvest it for training or be blocked on pages that carry ads. TESLA CAPS EMPLOYEE AI SPENDING AT $200/WEEK EXCEPT FOR GROK (6 MINUTE READ) [19] The cap is a sign that even companies betting their future on AI are struggling to control their costs. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [26] & Stephen Flanders [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [29]. 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TV and radio advertising reach 41% of Baby Boomers+ as a product discovery channel but only 19% of Gen Z. Social media influencers and bloggers ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-07-02 📱 NEWS & TRENDS ONE IN FOUR AMERICANS DISCOVER PRODUCTS THROUGH INFLUENCERS IN 2026 (2 MINUTE READ) [4] TV and radio advertising reach 41% of Baby Boomers+ as a product discovery channel but only 19% of Gen Z. Social media influencers and bloggers reach 41% of Gen Z but only 13% of Boomers+. The inversion is nearly perfect, and it shows up in brand performance as well. Gen Z consumers who discover products through influencers show higher consideration across categories, with Dunkin' at 44% versus 38% among all Gen Z and e.l.f. Cosmetics at 28% versus 21%. Across all US adults, 27% now cite influencers as a discovery channel, ranking 9th overall behind friends and family at 51%, retail browsing at 44%, and search at 42%. STUDY: THE GREAT BLOGGING COLLAPSE (14 MINUTE READ) [5] Most once-successful blogs have seen steep declines following Google's Helpful Content Updates and the rise of AI-generated search results. In a study of 100 blogs, median traffic fell 85%, with only 21 still growing. Blogs that rely solely on search traffic and affiliate monetization are struggling, while those offering original, experience-based content perform better. WHAT DOES YOUR LOGO SOUND LIKE? (2 MINUTE READ) [6] Sonic branding is becoming more important as attention shifts off-screen, but most brands still rely on visual identity. Sound can drive stronger recall by tapping into emotional processing and working when users aren't looking. Building a consistent audio system across touchpoints helps reinforce recognition over time. As more media consumption happens in audio-first environments, brands without a defined sonic identity may struggle to stay memorable. 🚀 STRATEGIES & TACTICS HOW A BRANDED SUBREDDIT HELPS CURSOR OWN BOFU DISCUSSIONS (7 MINUTE READ) [7] Cursor turned its branded Reddit community into a high-intent marketing channel by answering buyer questions where purchase decisions already happen. Its subreddit has 143,000 members, ranks for 482 keywords, and brings in about 9,600 monthly organic visits by appearing for pricing and comparison searches that often rank above its own website. Senior employees answer pricing, billing, and product questions in public, which builds search visibility, gives AI tools accurate content to cite, and creates a steady source of customer feedback. The strategy only works when the community trusts the moderation, so it keeps constructive criticism visible instead of removing negative posts. BUILD YOUR AI BRAIN (1 MINUTE READ) [8] Building a personal “intelligence layer” helps marketers capture insights and experiences instead of letting them stay scattered across tools, roles, or past work. This knowledge often gets lost or reset when using AI, creating constant rework. By continuously feeding it into a centralized system, it becomes reusable, improves outputs, and compounds over time. The post includes a screenshot showing how this can look in practice. HOW SONY SOLD 400 MILLION WALKMANS (4 MINUTE READ) [9] Sony built the Walkman by removing features instead of adding them. It cut recording even though research and retailers said customers wanted it. That decision lowered the price to $150, made the device smaller, and gave it a clear purpose. The cassette Walkman sold 200 million units and the Walkman brand reached about 400 million sales across all formats. Use customer data to understand existing behavior, but test new ideas by the behavior you want people to adopt instead of the feature list they say they want. 🧑‍💻 RESOURCES & TOOLS CLAUDE X GAMMA: HOW TO BUILD A DECK IN 18 MINUTES (2 MINUTE READ) [10] This workflow uses Claude and Gamma to automate pitch deck creation. After connecting Gamma and Google Drive and saving templates, Claude is prompted to generate a deck using a selected template and content from an existing document. It structures the slides and fills in content, while Gamma handles design. Final tweaks are made in Gamma before sending. AI TIP: YOU CAN QUICKLY TURN ANY DATA INTO A VISUAL REPORT IN JUST A FEW MINUTES (2 MINUTE READ) [11] AI makes it much faster to turn raw marketing data into visual reports that uncover content and campaign patterns. This example uses JavaScript and AI to convert two years of LinkedIn post data into an interactive dashboard in about 15 minutes. The dashboard shows the best posting times, topic trends over time, and engagement patterns that were hard to spot in raw data. Export data from platforms like LinkedIn, Google Search Console, GA4, your CRM, or email tools, then use AI to structure the data and build HTML dashboards that help improve content and marketing decisions. 🎁 MISCELLANEOUS AI AGENTS ARE MAKING MARKETING DECISIONS ON DATA NO ONE HAS CHECKED IN YEARS (3 MINUTE READ) [12] The data layer feeding most B2B marketing automation was built three to five years ago, before current consent regulations and before lead scoring was recalibrated to match who actually converts. When humans reviewed campaigns before sending, stale data caused performance problems that usually got caught. AI agents skip that review, acting on the data layer at speed and scale with no instinct to question whether consent records are still valid. An agent will suppress high-value prospects based on rules nobody remembers or keep sending to expired opt-ins for weeks until the pipeline dries up. The failure typically shows up as a deliverability incident or unexplained pipeline drop rather than a data problem. WHY THE SMARTEST FOOD MARKETING BEGINS WHEN EVERYTHING GOES WRONG (6 MINUTE READ) [13] Corporate crisis instinct is to contain bad news and move the story on quickly. The brands that have generated the most earned media from operational setbacks did the opposite. KitKat's joke about a 12-tonne theft generated $224M in earned media and the 2026 Cannes PR Grand Prix. Calbee's decision to keep its supply-chain packaging monochrome issue visible triggered a consumer art movement. What each case had in common was early recognition that an opportunity existed rather than a problem to suppress and a response that invited participation rather than managed perception. ⚡ QUICK LINKS WHAT MAKES A GRRREAT MARKETING MASCOT? (7 MINUTE READ) [14] The most common mistake is to make a mascot more memorable than the brand behind it. WEAK HIRING IS HURTING YOUNG WORKERS MORE THAN AI (2 MINUTE READ) [15] Youth unemployment is rising more from a lack of job openings than from missing AI skills. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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SpaceX showed off a prototype for a handset-like device to investors prior to its IPO last month. Designed to run on a proprietary operating system ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR 2026-07-02 CLICK HERE TO REMAIN A SUBSCRIBER [4] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [4] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS SPACEX SHOWED INVESTORS PROTOTYPE OF ELON MUSK'S NEW AI DEVICE (5 MINUTE READ) [5] SpaceX showed off a prototype for a handset-like device to investors prior to its IPO last month. Designed to run on a proprietary operating system and integrate AI technology from SpaceX's AI, the device would run on a Qualcomm Snapdragon chipset. Elon Musk has previously considered building a smartphone due to frustration over how Apple controls the distribution of third-party apps. A device could help Musk become less reliant on other companies. OPENAI PROPOSES 5% STAKE TO TRUMP ADMINISTRATION TO EASE WASHINGTON PRESSURE (4 MINUTE READ) [6] OpenAI has proposed handing the US government a 5% stake, worth roughly $42.6 billion, to defuse mounting political pressure. CEO Sam Altman says that giving the public a financial interest in the company is the best way to share the upside of AI. The suggestion is part of a larger proposal in which the government would hold 5% of each of the leading US AI developers via a government vehicle. The proposal was first pitched directly to the Trump administration in early 2025. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY RISE OF THE CHEAP ROBOTS (4 MINUTE READ) [7] Several startups have announced general-purpose robots in the sub-$10,000 range. Nori Robotics is selling a bimanual robot for under $1,400 that's tall enough to reach the top of a table or countertop. The BracketBot is a wheeled robot manipulator with hoverboard-style drive wheels that will sell for under $3,000. Weave's Isaac 1 is a fully capable home mobile manipulator that can put away laundry and tidy a room. It will cost $8,000 or $450 per month. FOR THE FIRST TIME, A CELL BUILT FROM SCRATCH GROWS AND DIVIDES (13 MINUTE READ) [8] Biologists packed nonliving components into a cell-like membrane piece by piece, and the bag of molecules started to behave like life. The lab-made cell grew, replicated its DNA, and divided. While the cell is not alive, it is the strongest demonstration yet that it is possible to generate life from nonlife. It can't survive without constant deliveries of food and ribosomes, and it has no defenses or a good waste removal system. 💻 PROGRAMMING, DESIGN & DATA SCIENCE META BUILD FOR WEARABLES (18 MINUTE READ) [9] Web Apps for Meta Ray-Ban Display use standard web APIs. This guide shows developers how to build optimized Meta Ray-Ban Display Web Apps. The easiest way to build Web Apps is using AI coding tools and app platforms such as Replit, Claude Code, and Cursor. ZCODE (1 MINUTE READ) [10] ZCode is the official development environment for GLM-5.2. It is available now for download on macOS, Windows, and Linux. GLM Coding Plan subscribers now have a 1.5x usage quota in ZCode. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR AI! (TLDR CURATOR, ~5 HRS/WEEK) Over 1M subscribers read TLDR AI to stay on top of the latest in AI models, research, engineering, and more. If you work in AI and want to help curate it, send your LinkedIn or resume to ai@tldr.tech! META IS PLANNING A CLOUD BUSINESS TO SELL AI COMPUTING POWER (6 MINUTE READ) [11] Meta is developing plans for a cloud infrastructure business that will sell access to AI computing power and models. The business will generate revenue from excess computing power from the data centers Meta built to fuel its AI ambitions. One potential plan is to sell access to various AI models hosted on Meta's infrastructure, similar to AWS Bedrock. Another option may be to sell access to raw computing capacity like CoreWeave. THE ANTHROPIC FABLE BAN IS OVER. THE BATTLE OVER HOW TO TAME AI HAS JUST BEGUN (5 MINUTE READ) [12] The debate over the degree to which the US federal government should control access to cutting-edge API tools is now heating up. There is a growing awareness of how powerful these new tools are, but little agreement on how they should be controlled. AI proponents say that bans and implementations would hurt the US in its efforts to stay ahead of China in the geopolitical AI race. Administration officials and advisers are attempting to balance innovation and security while addressing safety risks in the most minimally invasive way possible. ⚡ QUICK LINKS GIVE YOUR MODELS REAL-WORLD CONTEXT. (SPONSOR) [13] Your models are sophisticated, but they are still wrong when it matters most. Learn how Uber and Domino's are grounding AI with real-world context across their organizations. Download the guide. [14] XBOX WORKING ON A WAY TO DIGITIZE YOUR PHYSICAL GAME COLLECTION AS SONY ABANDONS DISCS (2 MINUTE READ) [15] Xbox is testing out a disc-to-digital feature that will create a 'digital entitlement' for games that can be moved between Microsoft accounts and Xbox profiles. GOOGLE READER WAS BUILDING THE WRONG FUTURE (11 MINUTE READ) [16] Google Reader turned out to be the social network that people wanted all along. MOST AI WORK CAN WAIT (3 MINUTE READ) [17] Design systems around routing, not models. INTRODUCING THE 'USERMEDIA' HTML ELEMENT (7 MINUTE READ) [18] The 'usermedia' HTML element reduces boilerplate code, improves security, and provides a seamless recovery path for users who have previously denied access. THE ECONOMICS OF SPACEX (11 MINUTE READ) [19] SpaceX was worth about $164 per share at a market capitalization of $2.163 trillion at the end of June. ARXIV'S NEXT CHAPTER: UPDATES ON OUR SPIN OUT FROM CORNELL UNIVERSITY (2 MINUTE READ) [20] arXiv is becoming an independent nonprofit organization on July 1 after being part of Cornell University for the past 25 years. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. 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Amazon and Walmart now control 85% of the retail media market. Walmart's $1.4B acquisition of Vibe widens that gap further ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-07-01 📱 NEWS & TRENDS BREAKING DOWN RETAIL MEDIA'S VIBE SHIFT (4 MINUTE READ) [4] Amazon and Walmart now control 85% of the retail media market. Walmart's $1.4B acquisition of Vibe widens that gap further. The deal mirrors Amazon's playbook of plugging first-party commerce data into a DSP and striking deals with premium streamers. Walmart has 200,000 Marketplace resellers it can immediately convert into CTV advertisers. For the 200-plus other retail media networks holding the remaining 15% between them, media planners aren't allocating budget to a third network after maxing out the top two, which makes data cooperatives or acquisition the only realistic paths forward. EVERYTHING IN MARKETING STILL WORKS. IT JUST DOESN'T DIFFERENTIATE YOU ANYMORE (5 MINUTE READ) [5] AI flattened execution, so channels, volume, and best practices stopped signaling anything. The only moat left is craft. Taste, a sharp point of view, and the judgment to go deep on one channel instead of spreading thin. The work that drives results now is the least measurable. Brand, thought leadership, and owned media that compound over time. It's slower, harder to prove, and often looks wrong on a dashboard, but it's what actually moves buyers. 🚀 STRATEGIES & TACTICS WHY PROPRIETARY DATA IS YOUR MOST DEFENSIBLE AI CITATION ASSET (5 MINUTE READ) [6] Publishing proprietary first-party data gives content a stronger chance to earn AI citations and organic visibility, but page structure often decides who gets the citation. One study found pages with 15 or more unique data points averaged an information gain score of 62.1 versus 40.2 for pages with one or fewer. Put your strongest statistic, methodology, and key findings in the first 30% of the page because 44.2% of ChatGPT citations come from that section. Build comprehensive pages that answer multiple related questions and make original data easy for AI to extract instead of hiding it in long narratives. FIND WHAT BUYERS ASK AI (2 MINUTE READ) [7] With AI Overview traffic now harder to track, stop chasing clicks and start understanding what buyers actually ask AI. This post includes a templated prompt to generate real customer questions, combine the results, and then analyze overlaps to find the most consistent themes. Those repeated questions reveal what matters most to your audience, giving you high-signal ideas for offers and campaigns. 🧑‍💻 RESOURCES & TOOLS REACH TECH LEADERS WHO ARE ACTIVELY EVALUATING SOLUTIONS (SPONSOR) [8] TLDR reaches 7 million professionals who read daily to stay current on industry news, emerging tools, frameworks, and best practices. Connect with developers, PMs, founders, and tech leaders who are actively seeking and evaluating solutions [8] that improve how their teams work. SOCIAL MEDIA SEO WORKBOOK (12 MINUTE READ) [9] Social content now needs to be built for discovery. This playbook shows how to do it with keyword research, search intent, content planning, and profile optimization, plus tactics like using native search data, matching formats, and leaning into engagement signals. It also includes a free downloadable social media SEO content planner. START BUILDING WITH NANO BANANA 2 LITE AND GEMINI OMNI FLASH (5 MINUTE READ) [10] Google just dropped two new generative media models built for creative iteration. Nano Banana 2 Lite is its fastest and cheapest image model yet, optimized for rapid, high-volume image generation. Gemini Omni Flash brings high-quality video generation and conversational editing using text, image, and video inputs. Together, they let users quickly go from idea to image to video in one workflow. Both are available across Google AI Studio, APIs, and consumer products, with competitive pricing and a few early limitations on video length and consistency. 🎁 MISCELLANEOUS BAD DATA MEANS BAD DECISIONS (4 MINUTE READ) [11] Relying on one attribution model leads to bad marketing decisions because it cannot capture every source of revenue. One brand saw reported conversions fall after it increased video investment because first click attribution could not track view through impact. Post-click conversions fell from about 80% to 20% even though incrementality testing showed revenue increased. Compare incrementality studies, media mix modeling, and platform data instead of treating one reporting system as the source of truth. WHY CARE ABOUT THE STUPID EM DASH ANYWAY? (5 MINUTE READ) [12] Fear of looking AI-generated has created a form of reputational self-surveillance, where marketing teams are removing normal punctuation to preempt accusations that have not been made. The concern behind the trend is real as AI leans on certain marks and constructions hard enough that they start to feel like tells. The response should not be banning punctuation - it should be building a writing standard specific enough that the copy is unmistakably yours. HOW AI MENTIONS AND CITES YOUR BRAND (5 MINUTE READ) [13] Only 23.1% of brand mentions in AI responses include a citation to the brand's domain, meaning AI covers brands at a much higher rate than it sources their content. A study of 12,000 responses across Google AI Mode, AI Overviews, Gemini, and GPT-5.4-mini found that prompt type drives the biggest gap. Single-brand queries earn a 39% mention-to-citation rate, while open-ended category queries drop to 7.2%. Missing citations tend to signal an SEO and GEO problem, since AI can't find content worthy of sourcing. Missing mentions tend to signal a PR problem, since the brand isn't present enough in third-party training data. ⚡ QUICK LINKS WHERE TWO METRICS MEET, THE DIAGNOSIS APPEARS (1 MINUTE READ) [14] Pair metrics like AOV and conversion rate to get a more accurate picture of results, compared to looking at one metric alone. FIX YOUR NEWSLETTER POSITIONING FIRST (1 MINUTE READ) [15] A prompt for using AI to generate strong newsletter names based on positioning and audience. 10 OUTDATED EMAIL MARKETING HABITS TO DROP (2 MINUTE READ) [16] The list includes not reporting on open rates, using double opt-in, and competing for attention in the inbox. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. 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Anthropic's newly released AI model Claude Sonnet 5 delivers near flagship performance at mid-tier prices. The model is aimed at giving ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Browserbase] [4] TLDR 2026-07-01 🆕 BROWSERBASE AGENTS: A SINGLE API TO AUTOMATE THE WHOLE WEB (SPONSOR) [4] Maintaining Playwright scripts never ends. Sites change, anti-bot walls block, and scaling gets complicated. Browserbase Agents [5] replaces all of it with one API call. There's nothing to deploy and nothing to maintain. It runs on the same infrastructure behind 35M+ browser sessions a month. 3 ways you could use Browserbase Agents right now (see examples [6]): * DEEP RESEARCH WORKFLOWS: KYC and KYB checks and document retrieval * MONITORING PRICING AND CHANGES ACROSS dynamic and hard-to-access websites * SCALE AUTOMATION TO 200+ PORTALS without writing 200 scripts Try Browserbase Agents for free → [7] CLICK HERE TO REMAIN A SUBSCRIBER [8] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [8] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS ANTHROPIC LAUNCHES CLAUDE SONNET 5 AT A STEEP DISCOUNT TO ITS TOP MODEL AS THE COMPANY RACES TOWARD A BLOCKBUSTER IPO (13 MINUTE READ) [9] Anthropic's newly released AI model Claude Sonnet 5 delivers near flagship performance at mid-tier prices. The model is aimed at giving cost-conscious enterprise developers access to powerful agent capabilities at lower costs. Sonnet 5 is now the default model for users on Free and Pro plans. API pricing is set at $2 per million input tokens and $10 per million output tokens until August 31, after which prices will rise to $3 and $15, respectively. META CONSIDERED BUYING KALSHI BEFORE DEVELOPING ITS OWN PREDICTION MARKET APP (5 MINUTE READ) [10] Mark Zuckerberg met with Kalshi CEO Tarek Mansour about a possible takeover last year, but the negotiations never advanced. It is unclear why the talks broke down, but some say Mansour would not move forward with a sale and that Meta was concerned about the legal and ethical questions surrounding the business. Meta appears to still want to tap into the prediction market craze. Prediction markets have become one of the fastest-growing parts of the tech industry in recent years. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY THE FIRST EARLY HUMAN EGGS FROM STEM CELLS (12 MINUTE READ) [11] Conception, a stem cell technology company, has successfully generated the first early human egg cells derived from stem cells. The company converted blood cells into stem cells and then coaxed those stem cells into becoming miniature human ovaries, which grew early eggs. The next step in the research involves growing the stem cell-derived eggs to a point where an IVF physician could collect them surgically. REALTA FUSION GENERATES ELECTRICITY DIRECTLY FROM A FUSION REACTION, AN APPARENT FIRST (3 MINUTE READ) [12] Realta Fusion has successfully powered a lightbulb using electricity harvested directly from its demonstration fusion device. The company plans to use direct electricity conversion to heat the plasma in its reactor. The process is estimated to be 90% efficient. Helion, a startup backed by Sam Altman, is also planning to deploy direct energy conversion technology in its reactor, though it has yet to demonstrate that publicly. 💻 PROGRAMMING, DESIGN & DATA SCIENCE REACH TECH LEADERS WHO ARE ACTIVELY EVALUATING SOLUTIONS (SPONSOR) [13] TLDR reaches 7 million professionals who read daily to stay current on industry news, emerging tools, frameworks, and best practices. Connect with developers, PMs, founders, and tech leaders who are actively seeking and evaluating solutions [13] that improve how their teams work. COPYBARA (GITHUB REPO) [14] Copybara is a tool for transforming and moving code between repositories. One common use case is for projects that require maintaining a confidential repository and a public repository in sync. The tool allows contributions to any repository, but one repository must be selected as the authoritative repository so that there's always one source of truth. Copybara is stateless, which allows several users to use it for the same config/repositories and get the same result. LOCAL REASONING FOR GLOBAL PROPERTIES (22 MINUTE READ) [15] AI often generates high-quality local chunks of code, but it struggles when asked to generate code that requires a global understanding of the program. This problem could be solved in the next one or two generations of models. One possible way of solving the issue is through programming language design. It is likely that a large company will attempt to solve the issue through programming language design soon, especially if model advancements don't fix it. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR AI! (TLDR CURATOR, ~5 HRS/WEEK) Over 1M subscribers read TLDR AI to stay on top of the latest in AI models, research, engineering, and more. If you work in AI and want to help curate it, send your LinkedIn or resume to ai@tldr.tech! ANTHROPIC REACHES DEAL WITH TRUMP ADMINISTRATION TO RESTORE ACCESS TO FABLE AI MODEL (6 MINUTE READ) [16] Anthropic has agreed to address the workarounds that researchers at Amazon used to evade the safeguards for Fable. Access to the model will begin to be restored today. The agreement is expected to involve the Center for AI Standards and Innovation, a government testing unit. AWS PUTS $1 BILLION INTO NEW AI UNIT TO EMBED ENGINEERS WITH CUSTOMERS, JOINING GROWING WAVE (5 MINUTE READ) [17] Amazon is investing $1 billion into a new Forward Deployed Engineering unit that will help customers build and roll out AI systems. Forward-deployed engineers are employees who are embedded directly within another business to accelerate a technical transformation. The term was coined by Palantir more than a decade ago, but it has recently seen a resurgence in the AI era. Other leading model developers, including OpenAI and Anthropic, also have their own FDE units. ⚡ QUICK LINKS FENIC (GITHUB REPO) [18] fenic is a DataFrame query engine for semantic data processing that turns AI-assisted exploration of structured and unstructured data into reusable and inspectable DataFrame pipelines. TESLA STARTS TESTING ITS PRODUCTION CYBERCAB WITHOUT STEERING WHEEL OR PEDALS IN AUSTIN (3 MINUTE READ) [19] Tesla is targeting a retail price of under $30,000 per Cybercab with a long-term production goal of two million units per year. GOOGLE KILLS TENOR GIF API, FORCING CHANGES AT X, DISCORD, AND MORE (2 MINUTE READ) [20] Many apps appear to be moving to Klipy, a GIF service created by one of Tenor's founders. NANO BANANA 2 LITE (1 MINUTE READ) [21] A 'Where's Waldo' style image generated by Nano Banana 2 Lite, the fastest and cheapest Gemini image model. THE TWILIGHT OF THE CHATBOTS (8 MINUTE READ) [22] Work is increasingly about assigning work to agents rather than working together with chatbots. LET IT CRASH: HOW TO STEER WHAT COMES AFTER (16 MINUTE READ) [23] Let it crash, just don't be empty-handed when it does. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! 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Declining categories aren’t a Gen Z problem but a marketing one. Legacy brands rely on repetitive extensions instead of new ideas ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-06-30 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS GEN Z DIDN'T KILL CINEMA, BEER, OR SODA. TIRED MARKETING DID (6 MINUTE READ) [5] Declining categories aren't a Gen Z problem but a marketing one. Legacy brands rely on repetitive extensions instead of new ideas. US cinema admissions fell from $1.3B in 2019 to $777M in 2023. However, original, low-budget films are breaking out, with Backrooms grossing $300M and drawing 43% of viewers aged 18-24. The same pattern shows up in CPG, where Pepsi's North American volume dropped 2% while newer soda brands surged. Younger consumers want different products, not fewer of them. IN DEFENSE OF SOFTNESS: BRANDS, COMMUNICATION, AND THE END OF CERTAINTY AS AUTHORITY (8 MINUTE READ) [6] Optimization-first branding is saturating. People are pushing back on constant self-improvement and performance pressure. That creates whitespace for brands that feel less demanding. “Softness” isn't an aesthetic. It's a shift in behavior toward lower pressure and more emotional range. Most brands still compete on authority and optimization. The opportunity is to act like a companion, not a coach. 🚀 STRATEGIES & TACTICS WHEN SHOULD YOU SEND YOUR FIRST ABANDONED CART EMAIL? (3 MINUTE READ) [7] Most recoverable cart revenue happens within the first hour, with recovery rates dropping sharply after 24 hours. Sending too early can feel intrusive or miss completed purchases, while waiting too long loses intent. A three-email sequence performs best, with a reminder at one hour, social proof at 24 hours, and urgency or an incentive at 48 to 72 hours. After 72 hours, most shoppers have moved on. EVERYONE IS WRITING A PRICING PAGE FOR ROBOTS (3 MINUTE READ) [8] AI agents are becoming a buyer persona that most pricing pages aren't designed for. When an agent is asked to find the cheapest tool in a category, it reads pricing pages and picks a winner, but standard pages serve rendered code with prices buried inside rather than structured data an agent can parse. The fix is a /pricing.md file at yoursite.com/pricing.md, plain text with tables for plans, overage, and billing that requires no login and no rendering. Several companies already host these without linking to them anywhere, betting that agents will look for /pricing.md automatically under any domain they evaluate. 🧑‍💻 RESOURCES & TOOLS CHATSEO (TOOL) [9] ChatSEO allows you to chat directly with your GSC data. It tells you what to optimize and prioritize to rank in Google and AI search. It's free to use up to a credit limit, then requires a premium plan for continued use. HOW CHATGPT ACTUALLY PICKS SOURCES (I READ THE NETWORK TRAFFIC, NOT THE OUTPUTS) (11 MINUTE READ) [10] ChatGPT visibility depends as much on technical setup as content quality. It favors pages that are easy to scrape, meaning brands should publish key information like pricing and specs in plain HTML instead of JavaScript, images, or PDFs. It also tends to cite third-party sources like Reddit and review sites over brand websites, even when using brand content. To improve visibility, brands should build credible external coverage and focus on fewer, more authoritative pages since results are deduplicated by domain. CREATE AND SCALE EPISODIC CONTENT WITH TIKTOK GROWTH MAX FOR MINI DRAMAS (2 MINUTE READ) [11] TikTok is rolling out Mini Dramas, episodic series that brands can publish and monetize through ads, paid unlocks, and in-app engagement. Growth Max ties the format to performance campaigns, with reported 52% higher incremental reach and up to 10X scale when paired with off-platform activity. It positions episodic content as both discovery and performance inventory on TikTok. 🎁 MISCELLANEOUS WHAT CAN I GET AWAY WITH? (5 MINUTE READ) [12] Most marketing “best practices” are inherited, not proven. This piece is a reminder to question defaults like constant growth and formulaic content. Marketers who challenge these norms can create more distinctive work and focus on what actually resonates instead of what looks right. The upside is less generic output and more effective, differentiated marketing. OLIPOP'S STEVEN VIGILANTE SAYS BRANDS ARE MISREADING CREATOR MARKETING (6 MINUTE READ) [13] Most brands get creator marketing wrong by treating one video as a test when it actually takes $25-50K of spend over 1-3 months and multiple creators to learn anything. OLIPOP's playbook shows what works is simple products, real creator fit, and repeated exposure that builds association over time, not scripted one-offs. Even YouTube, now a bigger investment than Instagram for the brand, performs because it delivers sustained attention and measurable outcomes like conversions, not just views. ⚡ QUICK LINKS HOW BUTTON MICROCOPY INCREASED SALES BY 29% (2 MINUTE READ) [14] Adding reassurance inside the primary CTA button can increase conversions even when the same message already appears nearby. IT'S TIME TO RESERVE YOUR WHATSAPP USERNAME (2 MINUTE READ) [15] WhatsApp is adding usernames with early reservations, letting users claim handles ahead of launch to chat without sharing phone numbers and keep more control over privacy. HOW TO BUILD A CONTENT STRATEGY (2 MINUTE READ) [16] A framework built on 3 loops: virality on social, discovery through SEO and AEO, and relationships through newsletters and long-form content. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=8c6e043e-7442-11f1-884b-b7e4d0986df9&pt=campaign&t=1782818258&s=07ec0a187b5b38677bbef9b0ae9d9cca4efdfbd5776907cb45249f8c572e869d [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary06302026 [5] https://www.thedrum.com/opinion/mark-ritson-gen-z-didn-t-kill-cinema-beer-or-soda-tired-marketing-did?utm_source=tldrmarketing [6] https://www.brandingmag.com/sara-bernat/in-defense-of-softness-brands-communication-and-the-end-of-certainty-as-authority/?utm_source=tldrmarketing [7] https://www.drip.com/blog/abandoned-cart-email-timing?utm_source=tldrmarketing [8] https://www.marketingideas.com/p/everyone-is-writing-a-pricing-page?utm_source=tldrmarketing [9] https://chatseo.app/?utm_source=tldrmarketing [10] https://suganthan.com/blog/how-chatgpt-picks-sources/?utm_source=tldrmarketing [11] https://ads.tiktok.com/business/en/blog/tiktok-growth-max-mini-series?utm_source=tldrmarketing [12] https://newsletter.aroundthebonfire.com/p/what-can-i-get-away-with?utm_source=tldrmarketing [13] https://www.netinfluencer.com/olipop-steven-vigilante-says-brands-are-misreading-creator-marketing-one-video-is-not-a-test/?utm_source=tldrmarketing [14] https://conversion-rate-experts.com/button-microcopy-win-report/?utm_source=tldrmarketing [15] https://blog.whatsapp.com/its-time-to-reserve-your-whatsapp-username?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/brendanhufford_in-2016-i-was-a-burned-out-teacher-with-share-7477349077966569474-bjRC/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=8c6e043e-7442-11f1-884b-b7e4d0986df9&pt=campaign&pv=4&spa=1782817261&t=1782818258&s=5ac4a45133e085f12e966bcefda0b858301fedbc0eab65f15a69fc75410d92e8

A supposed image of the motherboard used in the iPhone 18 Pro and Pro Max was leaked over the weekend. The new design will make the A20 ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [NICE] [4] TLDR 2026-06-30 WHEN A STORM GROUNDED 2.8K FLIGHTS, NICE AI AGENTS REBOOKED 410K PASSENGERS (SPONSOR) [4] They handled it overnight, before a single gate agent clocked in. That's enterprise AI at scale. NiCE AI agents resolve issues end to end, delivering thousands of solutions in seconds. The world's leading businesses run on NiCE, the proven CX AI leader. Anyone can build an AI agent. But orchestrating them when 410K people need answers at once? That's NiCE. Learn more. [5] CLICK HERE TO REMAIN A SUBSCRIBER [6] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [6] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS OPENAI'S CODEX HARDWARE (1 MINUTE READ) [7] OpenAI's Codex Micro gadget is currently being displayed at the AI Engineer World Fair. A picture of the device is available in the article. The device is a keyboard designed to supercharge Codex usage. It was developed through a partnership between OpenAI and accessories company Work Louder. A20 PRO LEAK SHOWS HOW IPHONE 18 PRO WILL RUN FASTER AND COOLER (2 MINUTE READ) [8] A supposed image of the motherboard used in the iPhone 18 Pro and Pro Max was leaked over the weekend. The new design will make the A20 a very powerful and thoroughly thermally-managed chip and help Apple save some production costs. The overall size of the chip is roughly the same as the A19 Pro's footprint. There are also memory and NPU upgrades that will improve overall bandwidth and AI performance. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY FROM BRAIN WAVES TO WORDS: BRAIN2QWERTY OFFERS A NEW PATH TO COMMUNICATION WITHOUT SURGERY (3 MINUTE READ) [9] Brain2Qwerty v2 is a model capable of real-time sentence decoding from non-invasive brain recordings. The model was trained on approximately 22,000 sentences from nine volunteer participants, who each recorded for 10 hours while wearing a magnetoencephalography device and actively typing. The model achieves a word accuracy rate of 61%, which is significantly higher than the 8% word accuracy from other non-invasive methods. The full training code for v1 and v2 and the v1 dataset have been released on Hugging Face. ROCKET LAB BUYS SATELLITE OPERATOR IRIDIUM IN BID TO CHALLENGE SPACEX (2 MINUTE READ) [10] Rocket Lab is purchasing Iridium Communications to compete with SpaceX's satellite offerings. The deal will give Rocket Lab control over a satellite fleet and access to wireless resources. Iridium currently operates 66 satellites in low-Earth orbit. It has valuable spectrum rights to connect handsets and other devices to satellites. Rocket Lab plans to develop an upgraded fleet of satellites that will replace Iridium's current constellation. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE GOOGLE CLOUD GUIDE FOR STARTUPS BUILDING AI AGENTS (SPONSOR) [11] Startups can't afford to spend developer time on agents that don't deliver. Get this in-depth guide [12] to learn how to navigate the journey from prototype to production with a focus on quality, safety, and AgentOps. Covers: RAG, multimodal capabilities, and using Google Cloud's generative AI tools to accelerate your product development. Get the guide [12] “IT'S HARD TO EVAL” IS A PRODUCT SMELL (9 MINUTE READ) [13] Evals thinking is aligned with good product design. Gathering sporting data and breaking down workflows into smaller units makes automated grading easier. This post covers well-established design principles through the lens of the age of AI. Verification typically happens incidentally during the process of creating work product, but with AI, verification is the bottleneck. APPLE DESIGN AWARD WINNER ACQUIRED BY APPLE FOR NEW SWIFT TOOLS (1 MINUTE READ) [14] Apple has acquired Rabbit 3 Times, the company that made Play, a visual Swift development tool that won the Apple Design award for innovation. The acquisition appears to be aimed at asset stripping the company. Apple may be incorporating Play into its Apple Creator Studio, but for now, it appears the app is gone. Rabbit 3 Times' website has also been taken down. 🎁 MISCELLANEOUS TECHNOLOGICAL INVOLUTION (20 MINUTE READ) [15] It appears we are approaching the upper bound of what's possible under human conception. Technology has stagnated as capitalism is no longer putting pressure towards innovation. Companies have started treating the populace as something to be mined. People with a deep belief in their ability to just do things have the power to change this trend. If the idea you're chasing is good enough, it will spread. IN SAN FRANCISCO, EVEN $180,000 TECH SALARIES ARE NO LONGER ENOUGH (10 MINUTE READ) [16] Young tech workers chasing the Silicon Valley dream have started to say that an affordable future feels increasingly out of reach. Property, utility, transportation, and grocery costs have risen significantly. A new class of AI elite has emerged that can outspend other tech workers. OpenAI's, Anthropic's, and SpaceX's IPOs combined could mint more than 20 new billionaires among current and former employees. ⚡ QUICK LINKS GRANOLA MAKES YOUR MEETING NOTES AWESOME. THEN YOU CAN CHAT WITH THEM (SPONSOR) [17] Granola's Recipes autonomously write follow-up emails, pull out decisions, prep for your next meeting, or turn conversations into real work in seconds. 1 month free with code [18]: TLDR1MO INSIDE CONSULTANTS' MESSY SHIFT FROM HOURLY BILLING (7 MINUTE READ) [19] The traditional model of billing for human time may no longer work as AI grows. YOU MIGHT NOT NEED… A SERVICE WORKER (3 MINUTE READ) [20] There are a few things that only a service worker can do, but they're not the best solution for most situations. QWEN 3.6 27B IS THE SWEET SPOT FOR LOCAL DEVELOPMENT (8 MINUTE READ) [21] By the standards of current frontier models, it's unremarkable, but it does the job. CLAIM $5 AT ZERO.XYZ, THE FREE POWER TOOL FOR YOUR AI (SPONSOR) [22] Zero gives your AI access to thousands of tools, APIs, and services, letting you go from prompt to project with no configuration. Works with Claude, Codex, Gemini, OpenClaw, Hermes and most other AIs. Make your AI better with Zero [22]. AMAZON SEEKS CHEAPER AI ALTERNATIVES AS ANTHROPIC SHIFTS TO TOKEN-BASED PRICING (3 MINUTE READ) [23] A renegotiated contract between Amazon and Anthropic will shift Anthropic billing to per-token pricing, which could substantially increase Amazon's costs. REBUILDING THE COMPUTER ROOM (8 MINUTE READ) [24] The computer room disappeared because we wanted more convenience, more ease, and less friction in our computing lives, but that friction isn't always a bad thing. THE ECONOMY OF TOKENS (21 MINUTE READ) [25] The appearance of stable interfaces is enabling specialization, independent innovation, and a modular re-organization of the AI ecosystem. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. 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Twitch builds stronger creator loyalty by treating live streaming as a community experience instead of an endless content feed ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Human Security] [4] TLDR MARKETING 2026-06-29 AI BUYERS CONVERT AT 4.4X THE RATE OF HUMANS. ARE YOU BLOCKING THEM? (SPONSOR) [4] Blocking bots? You might also be blocking the fastest-growing source of digital traffic - and one of the highest-converting... Agentic traffic is up 7,851% YoY [5]. AI is comparing products, making recommendations consumers trust, and transacting. But most companies still misclassify, block, or fail to attribute it correctly. Download the CMO's Guide to Agentic Traffic [6] to learn: 🤖 How to distinguish legitimate AI shopping agents from malicious scrapers and fraud 📈 How to adapt attribution models for AI-driven journeys and reduce ROAS distortion ⚡ Why 77% of AI traffic lands directly on product pages and how to optimize conversion paths GET THE GUIDE [7] 📱 NEWS & TRENDS TWITCH'S CEO SAYS PASSIVE SCROLLING CAN'T BEAT THE COMMUNITY OF LIVE STREAMING (3 MINUTE READ) [8] Twitch builds stronger creator loyalty by treating live streaming as a community experience instead of an endless content feed. It encourages creators to use short form video on other platforms for discovery and live streams on Twitch to build deeper audience relationships and revenue. It avoids aggressive recommendations because constant content suggestions pull viewers away from creators, but it is adding a Recaps feature that lets creators share clips from recent streams to improve discovery. Twitch also sees more creators beyond gaming, and its CEO said about 70% of actors and musicians he meets have considered creating content on the platform. AMAZON PRIME DAY OFFERS A GLIMPSE INTO THE US CONSUMER AS SHOPPERS NAVIGATE WITH PINCHED WALLETS (2 MINUTE READ) [9] Prime Day data points to a cautious US consumer who's still spending, but only when discounts and timing align. Total online spend hit $26.4B, up 9.3% year over year, driven by heavier promotions and shoppers trading up into electronics, appliances, and essentials they already planned to buy. Tax refunds and back-to-school prep added short-term demand, but most behavior reflects budget stretching rather than new spending power. Discounts stayed roughly flat versus last year, yet shoppers still waited for deals and kept basket sizes smaller. 🚀 STRATEGIES & TACTICS HOW TO MAKE HIGHWAY-WORTHY BILLBOARD CREATIVE (21 MINUTE READ) [10] Strong billboard creative matches the message to audience awareness instead of trying to say everything at once. Start by helping the right audience recognize the ad, then communicate one clear idea in 6-8 words that explains the problem, the product, or the differentiation based on how familiar people are with the brand. Design for speed by using large text, high contrast, a readable logo, and visuals that support a single concept because most people only have 3-6 secs to process the ad. CONTENT CALENDAR VS. CREATIVE ENGINE (1 MINUTE READ) [11] Most teams rely on a content calendar that just tells them what to post. A creative engine goes further and connects content to strategy through 3 things: a specific audience, a clear point of view, and content that consistently reflects both. It starts by defining who it's really for, not a broad category but a specific person with a specific problem. Then it locks in a point of view, the belief that shows up before any product pitch. Finally, it checks whether every piece of content actually reflects that perspective instead of sounding like every other brand in the space. 🧑‍💻 RESOURCES & TOOLS 6 CONTENT AUDIT WORKFLOWS TO BUILD IN CLAUDE (6 MINUTE READ) [12] Content audits don't need to start as big systems. Start with a single article, run an audit, then turn it into a reusable Claude skill and refine it each time you use it. In Claude, one page becomes the entry point for workflows that improve over time through iteration. Key workflows include brand voice checks built from real writing samples, coverage comparisons against top-ranking pages, freshness audits that flag outdated or time-sensitive claims, and AEO checks that ensure answers appear early and are easy for AI systems to extract and quote. At the library level, performance triage surfaces underperforming pages and topical gap analysis maps missing coverage across key entities. USE THE AHREFS "CRAWLED PAGES" REPORT TO SPY ON YOUR COMPETITOR'S CONTENT STRATEGY (1 MINUTE READ) [13] Ahrefs' Crawled Pages report lets you see what competitors are publishing in near real time, even content that isn't surfaced on their blog or hubs. Filter for 200 status pages and sort by “First seen” to surface newly discovered URLs. It's a quick way to reverse-engineer content strategy and spot what topics competitors are actively pushing. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [14] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [15]. THE AI ERA REQUIRES A DIFFERENT KIND OF EXPERIMENTATION (7 MINUTE READ) [16] Experimentation is shifting away from small UI tweaks toward bigger, system-level bets. AI removes much of the need for manual personalization and surface optimization, while faster product cycles make incremental gains short-lived. Monetization and engagement become the highest-leverage areas to test, not quick conversion lifts. Tests need to run longer to capture downstream impact across the product. Minor changes can be handled by AI or skipped using proven defaults, freeing teams to focus on deeper product and pricing changes that drive real growth. THE BRANDS WINNING WITH WORLD CUP ADVERTISING MAY NOT BE THE SPONSORS (6 MINUTE READ) [17] Non-sponsors are outpacing official World Cup partners on social. Brand collabs drove 61M engagements vs 33M for sponsors, and more total mentions. Nike pulled 70M YouTube views without sponsorship, while Adidas hit 7M. Even Levi's, blocked in-stadium, leaned into social and saw mentions jump 44% and engagement 4X. ⚡ QUICK LINKS COPYWRITING FRIDAY: IF I BOUGHT A CAR (6 MINUTE READ) [18] Good ads cut skepticism by sounding like advice, admitting tradeoffs, proving it with specifics, and ending on trust over price. DON'T LET YOUR CONTENT DIE AFTER A SINGLE USE (2 MINUTE READ) [19] Reposting high-performing evergreen content can drive fast growth because it extends the life of proven posts. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=e9cee40a-736a-11f1-9f49-1164f3dc786e&pt=campaign&t=1782732462&s=e56254d50e86b487647a18a48fd9e12774e6c8530d24916b99b59c6c92a8f01b [4] http://humansecurity.com/cmo-guide-to-ai-agentic-traffic/?utm_source=tldr_Marketing&utm_medium=newsletter&utm_campaign=brand_agentic_trust&utm_content=CMO_guide_to_ai_agentic_traffic_header_ai_buyers_convert [5] http://humansecurity.com/cmo-guide-to-ai-agentic-traffic/?utm_source=tldr_Marketing&utm_medium=newsletter&utm_campaign=brand_agentic_trust&utm_content=CMO_guide_to_ai_agentic_traffic_body_intro_agentic_traffic_up_7 [6] http://humansecurity.com/cmo-guide-to-ai-agentic-traffic/?utm_source=tldr_Marketing&utm_medium=newsletter&utm_campaign=brand_agentic_trust&utm_content=CMO_guide_to_ai_agentic_traffic_body_outro_cmos_guide_agentic_traffic [7] http://humansecurity.com/cmo-guide-to-ai-agentic-traffic/?utm_source=tldr_Marketing&utm_medium=newsletter&utm_campaign=brand_agentic_trust&utm_content=CMO_guide_to_ai_agentic_traffic_cta_guide [8] https://mashable.com/life/twitch-ceo-dan-clancy-vidcon-2026?utm_source=tldrmarketing [9] https://www.cnbc.com/2026/06/27/amazon-prime-day.html?utm_source=tldrmarketing [10] https://newsletter.mkt1.co/p/billboard-drive-by-2?utm_source=tldrmarketing [11] https://www.linkedin.com/posts/ruben-llorach_how-to-build-a-creative-engine-ugcPost-7475802612123230208-QiUA/?utm_source=tldrmarketing [12] https://searchengineland.com/content-audit-workflows-claude-481099?utm_source=tldrmarketing [13] https://www.linkedin.com/posts/chris-long-marketing_seo-tip-ahrefs-crawled-pages-report-helps-share-7473343605060009986-DDrk/?utm_source=tldrmarketing [14] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29?utm_source=tldrmarketing [15] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29 [16] https://www.elenaverna.com/p/the-ai-era-requires-a-different-kind?utm_source=tldrmarketing [17] https://www.cnbc.com/2026/06/26/world-cup-marketing-levis-nike-taco-bell.html?utm_source=tldrmarketing [18] https://conversion-rate-experts.com/if-i-bought-a-car-copywriting-friday/?utm_source=tldrmarketing [19] https://www.linkedin.com/posts/gabriellazutrau_tbt-ugcPost-7476747911301595136-FDDK/?utm_source=tldrmarketing [20] https://refer.tldr.tech/eb173905/5 [21] https://hub.sparklp.co/sub_dde87fb1813a/5 [22] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://www.linkedin.com/in/alikoh/ [27] https://www.linkedin.com/in/maddisalmon/ [28] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=e9cee40a-736a-11f1-9f49-1164f3dc786e&pt=campaign&pv=4&spa=1782730910&t=1782732462&s=053ccbec3530ae32a27ae4cbea391cd288a31385f4f8e490fe42d7bea69e56a0

SpaceX plans to launch a new Starlink mobile service for customers in the US. The company is considering building its own terrestrial mobile network ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Garner Health] [4] TLDR 2026-06-29 HEALTHCARE'S HIGHEST-LEVERAGE DECISION IS A BRUTAL DATA PROBLEM. GARNER IS SOLVING IT. (SPONSOR) [4] Which doctor you see is the single biggest factor in your healthcare outcomes — yet there's no transparency into physician performance. Garner ranks doctors on quality and cost across one of the country's largest medical datasets: 320M+ patients, 60B+ claims, 550+ clinical metrics. Unifying messy data, provider attribution, scaling quality metrics — there's no textbook for it. We built the methodology and push it further with AI.  We're Series E and have doubled five years running. Want real problems with real stakes? We're hiring across R&D. Learn about our methodology [5] → · Explore R&D roles at Garner [6] → CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS SPACEX PLANS TO LAUNCH STARLINK MOBILE SERVICE IN THE US (5 MINUTE READ) [8] SpaceX plans to launch a new Starlink mobile service for customers in the US. The company is considering building its own terrestrial mobile network in the country. The new retail offering would put SpaceX in direct competition with Verizon, AT&T, and T-Mobile. Some analysts say that the idea may be a gamble to extract better deals from the company's telecom partners, as it would cost billions of dollars to roll out the required infrastructure. ZUCKERBERG URGES META TO EXPLORE WORKING WITH POLYMARKET AND KALSHI (6 MINUTE READ) [9] Meta is building an app that allows people to make bets on practically anything, similar to Polymarket and Kalshi. Arena, which is now a top priority within Meta, will use points instead of real money and is aimed at 18- to 34-year-olds. The company is now actively trying to form partnerships with Polymarket and Kalshi, but it is unclear what kind of arrangement Meta is seeking. If released, Arena will be a stand-alone app, but Meta eventually plans to integrate parts of it into Facebook and Messenger. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WHY THE WEST STOPPED MAKING LAND (18 MINUTE READ) [10] Around 8% of the land in the major coastal cities in the US was underwater in the 1890s. Some cities, like Boston and Charleston, have doubled in size by reclaiming land. The demand for land is now higher than ever, but the country has virtually ceased to reclaim any at all. Regulations introduced in the 1970s made it enormously expensive to reshape the landscape. Lifting these legal barriers could mean hundreds of thousands of new homes near the centers of the country's most valuable cities. APPLE AND AUDI ALUMNI HAVE MADE A LUXE EV BASED ON THE MOON BUGGY (4 MINUTE READ) [11] Amble, a European electric car company, has released a $25,000 electric buggy designed for places where a normal car feels out of place. The Amble One has a range of more than 60 miles with a top speed capped at 40 miles per hour. It takes five hours to charge the vehicle from any standard home socket. The vehicle weighs under 450 kilograms, which allows it to drive on public roads in Europe without being treated as a car. 💻 PROGRAMMING, DESIGN & DATA SCIENCE USING LOCAL CODING AGENTS (37 MINUTE READ) [12] A local setup is a viable alternative to using proprietary services for many coding workflows. Running agents locally makes them transparent, inspectable, and free to run apart from hardware and electricity costs. This tutorial walks readers through how to set up a production-ready coding agent with a fully local stack. The agent uses a locally served LLM with a coding harness that allows it to read files, make edits, run commands, and verify changes. FINTECH ENGINEERING HANDBOOK (70 MINUTE READ) [13] This handbook describes the most important patterns used in software engineering when money is the primary focus of the system. It aims to provide a comprehensive understanding for people entering fintech, those already in it, and those outside the industry. The guide follows three principles: no invented data, no lost data, and no trust. Money can't be created out of nowhere, everything that happens to money has to be tracked and persisted, and everything must be verified. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [14] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [15]. INTEL'S CHIP BUSINESS SHOWS SIGNS OF LIFE AFTER YEARS OF STRUGGLE (8 MINUTE READ) [16] Intel was flailing until the US government intervened and took a 10% stake in the company last summer. The company is now showing signs of a turnaround, with its value having more than tripled. Intel has since added big customers like Nvidia and Apple. The AI boom has reshaped the chip market and benefited Intel greatly. TRUMP ADMINISTRATION ROLLS BACK PART OF ANTHROPIC MODEL BAN (3 MINUTE READ) [17] Anthropic is now allowed to serve its Mythos 5 model to trusted companies and government partners. Fable 5 remains restricted and restrictions on Mythos 5 still apply to entities that aren't trusted partners. The US government is racing to implement an executive order recently signed that gives federal cybersecurity officials a say in AI model evaluation. The industry is in limbo and will have to react to case-by-case decisions by the administration until the order is implemented and standards are in place. ⚡ QUICK LINKS AI IS MAKING SILICON VALLEY PRODUCTIVE, ANXIOUS, AND AFRAID TO LOG OFF (11 MINUTE READ) [18] People using AI agents are working longer hours than before due to anxieties about how AI might advance without them if they log off. GOOGLE IS RATIONING GEMINI ACCESS TO META BECAUSE IT CANNOT PROVIDE ENOUGH COMPUTE (4 MINUTE READ) [19] Meta has told staff to use AI tokens more efficiently and shift to using the company's own Muse Spark model. AGENTICS/TECH THINGS: TOKENMAXXING IS DEAD, LONG LIVE TOKENMAXXING (18 MINUTE READ) [20] Tokenmaxxing the top labs will never stand up to any amount of CFO scrutiny, but using open models may shift the cost-benefit equation. AN “INFOVORE” SHARES HIS CHATS (6 MINUTE READ) [21] Tyler Cowen is a polymath who uses ChatGPT to pursue his endless curiosity. DEFINING TASTE (3 MINUTE READ) [22] Taste is the ability to consistently make high-quality qualitative judgments where no objective metric exists. WHAT HAPPENED AFTER 2,000 PEOPLE TRIED TO HACK MY AI ASSISTANT (5 MINUTE READ) [23] Prompt injections are still a real security problem, but defenses are getting better. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. 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Citation durability matters more than citation volume because most AI visibility disappears quickly unless brands keep earning trust ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Chatbeat] [4] TLDR MARKETING 2026-06-26 EVERYBODY'S TALKING ABOUT AI VISIBILITY. FEW KNOW HOW TO MEASURE IT. (SPONSOR) [4] Brands are investing in GEO, AI SEO, and AI content strategies. But before you can improve your visibility in AI, you need to know where you stand today. The AI Visibility Certification by Chatbeat [5] teaches marketers how to measure, monitor, and grow their presence in AI-generated answers. In this free course, you'll: • Get a personalized AI Brand Report • Benchmark your AI Visibility against competitors • Use ready-made templates & AI optimization checklists Get certified for free [6] 📱 NEWS & TRENDS NEW WRITESONIC DATA SHOWS AI CITATIONS HAVE 11-15 DAY SHELF LIFE (3 MINUTE READ) [7] Citation durability matters more than citation volume because most AI visibility disappears quickly unless brands keep earning trust. Writesonic found that 44% of cited pages appeared only once before disappearing, and the typical AI citation lasted just 11 to 15 days. Brands should track which pages stay cited over time instead of counting one-time appearances. Original research, expert insights, detailed content, and strong third-party coverage on sites like YouTube, Reddit, G2, and industry publications help brands keep AI visibility longer because new citations usually replace existing ones instead of expanding the answer. MARKETING'S NEXT TARGET AUDIENCE? CO-WORKERS (4 MINUTE READ) [8] CMOs averaged 4.3 years in their roles in 2024, the shortest tenure of any Fortune 500 C-suite position, and fewer than half feel well-equipped with their budget to improve marketing's impact. Colleagues see the ads and social posts but not the strategy behind them, and marketing's measurement challenges mean contributions rarely show up in terms the CFO or CEO can validate. Fixing this means starting cross-functional work early enough to shape projects rather than execute them and building an internal case for marketing's contribution the way marketing builds external cases for a product. 🚀 STRATEGIES & TACTICS PUT SOMEONE IN CHARGE OF EXECUTIVE CONTENT (1 MINUTE READ) [9] Companies should invest more in people-driven content rather than relying solely on brand accounts. Building systems that help executives consistently share their expertise, encouraging employees to post about their work, and making it easy to publish long-form content can expand reach and build credibility. Companies should continue investing in SEO and make content creation a core part of how leaders and employees share their expertise. I RECENTLY LAUNCHED ON PRODUCT HUNT AND HERE IS HOW I WENT FROM #94 TO #20 (2 MINUTE READ) [10] A founder shared how they improved their Product Hunt ranking from #94 to #20 despite launching without an existing audience. They argue that visibility on the platform is heavily influenced by established users and claim the ranking system is vulnerable to manipulation. Their biggest source of traction came from engaging with other founders on X and asking them to test the product and leave feedback. 🧑‍💻 RESOURCES & TOOLS SHOULD YOU UPDATE A SUBSCRIBER'S EMAIL WITHOUT ASKING? (7 MINUTE READ) [11] You shouldn't automatically replace a subscriber's primary email address when a new one is provided through another channel. Instead, confirm the subscriber's intent first and treat consent as specific to both the email address and the type of communication. INFLUENCER MARKETING FOR STARTUP FOUNDERS: A LEAN PLAYBOOK FOR PRE-SERIES-A (7 MINUTE READ) [12] 53% of B2B influencer programs now use performance-based compensation as their primary structure, and for pre-Series-A founders, it is the structurally correct approach. An affiliate-first deal gives the creator a unique tracking link, pays commission on demos booked or trials activated, and eliminates spend on creators whose audiences do not convert. For creators who require a baseline, a flat fee of $200 to $500 per post plus a performance bonus above a conversion threshold keeps total cost manageable while maintaining the incentive for the creator to make the content genuinely persuasive. BUILDING AN AEO PRACTICE: PROFOUND'S MCP WITH EMILY KRAMER (WEBINAR) [13] Emily Kramer and Nick Lafferty are hosting a live MCP build session on July 23 where you'll walk away with 3 AEO workflows you can run yourself. 🎁 MISCELLANEOUS GET REAL ABOUT: CANNES LIONS. WHAT DOES THE INTERNET REALLY MAKE OF ADVERTISING'S BIGGEST WEEK? (6 MINUTE READ) [14] Cannes Lions works best as a relationship-building event rather than a place to win new business or find breakthrough ideas. Reddit users said the networking matters most for client-facing leaders, but many said the event is worth it only if someone else covers the cost. Even award winners questioned the value because work that boosts sales often loses to work that earns creative recognition. Many valuable meetings, brand activations, and networking events happen outside the official festival, so marketers can get value without paying thousands for a pass. THE 9 COMPANIES I OBSESSIVELY FOLLOW FOR MARKETING INSPIRATION (9 MINUTE READ) [15] 5 moves show up repeatedly across the 9 marketing teams most worth studying in 2026, consistent enough to function as a playbook rather than category-specific tactics. The most common is making the product itself the marketing rather than describing it, which Anthropic executes through Google ads on developer error messages and a Twitch stream of Claude failing at Pokémon, while Decart ships every product as a free, public, playable link on launch day. The other consistent moves are building recurring characters rather than one-off campaigns, turning community into distribution rather than separate paid channels, and picking a public fight with a competitor's category as a positioning play. THE REASON EVERY DJ BOOTH LOOKS THE SAME (3 MINUTE READ) [16] Pioneer became the default choice by making every technology change easy instead of forcing customers to switch systems. It kept its hardware compatible across every major format change and added new formats before removing old ones. It built a powerful ecosystem because clubs use Pioneer equipment, DJs prepare every set in Rekordbox, and every performance works without compatibility issues. Pioneer also turned product visibility into marketing because its decks appear in almost every DJ video. It now holds about 70% of the global DJ hardware market and nearly 100% of professional club booths because reliability and familiarity matter more to customers than better hardware alone. ⚡ QUICK LINKS SOBER(ISH)'S VIRTUAL “HAPPY HOUR” INVITE (1 MINUTE READ) [17] Sober(ish) showed how founder-led events can strengthen customer retention. TIKTOK AND STRAVA WANT FITNESS CREATORS TO MOVE COMMUNITIES OFFLINE (4 MINUTE READ) [18] TikTok and Strava are backing 20 creator-ambassadors with €100,000 in direct funding and TikTok ad credits to turn online fitness inspiration into offline clubs and meetups. AI WAS SUPPOSED TO KILL ENGINEERING JOBS, BUT NEW DATA SUGGESTS THEY'RE THE MOST RESILIENT (3 MINUTE READ) [19] Engineering hiring has held up despite AI, falling 11% since 2019 compared with a 25% drop across tech. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. 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Apple has raised the prices of its Macs and iPads. Price tags for Mac computers rose roughly 15% to 20%, and iPad prices rose 15% to 25% ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Refer] [4] TLDR 2026-06-26 THIS AI RECRUITER MATCHED 2,000+ COMPANIES WITH TOP TALENT. THE COMPANIES PAID $0 (SPONSOR) [4] Remember when recruiting meant paying 20% to headhunters, and still having to do most of the work yourself? Those days are over. Lia is an AI agent who headhunts 24/7 [5] for companies like GLEAN, RAMP, and NVIDIA. 🤯 Companies pay nothing. Candidates pay a success fee of 20% of their first month (not year!) and only if they get hired. → TO HIRE: Tell Lia your open roles. She'll find the best candidates and intro you directly. Start hiring [6] → TO GET HIRED: Get warm intros to decision makers - no endless applications, no ghosting. No hire = no fee. Get hired [7] CLICK HERE TO REMAIN A SUBSCRIBER [8] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [8] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS TRUMP ADMINISTRATION ASKS OPENAI TO STAGGER AI MODEL RELEASE (5 MINUTE READ) [9] The US government has requested that OpenAI release GPT-5.6 to a short list of trusted partners before a wider release. OpenAI staff have been instructed to work with the Trump administration on any input that officials have on safety and restrictions. GPT-5.6 will initially be released to 20 partners through Amazon's Bedrock software platform. The Trump administration is continuing to collaborate with frontier AI labs to develop a shared approach for addressing the challenges of scaling the technology. APPLE RAISES PRICES ON MACS, IPADS BY $200 OR MORE ON SOME MODELS (5 MINUTE READ) [10] Apple has raised the prices of its Macs and iPads. Price tags for Mac computers rose roughly 15% to 20%, and iPad prices rose 15% to 25%. iPhone prices were unchanged, but price increases are likely coming. The increase in pricing has been attributed to rises in component prices. The price of memory and storage chips has quadrupled over the past year due to surging demand from AI hyperscalers. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY IBM CLAIMS WORLD'S FIRST SUB-1 NANOMETER CHIP TECHNOLOGY (5 MINUTE READ) [11] IBM claims to have created sub-1-nanometer chip technology. The company says its nanostack architecture can deliver the computing performance expected if a theoretical chip could be built with physical features smaller than 1 nanometer. The design stacks transitions in a staggered layout to pack more transistors in the same space. IBM describes its new chip technology as being built at the 0.7-nanometer node, but it is important to remember that these node numbers have nothing to do with the actual physical dimensions of the chip. SPACEX'S NEWEST STARMIND WILL MAKE EARTH DATA CENTERS OBSOLETE (4 MINUTE READ) [12] SpaceX's planned AI satellite constellation will be called Starmind. Starmind will compute data directly in orbit using onboard processors powered by large solar arrays. It will allow AI models to run inference, process queries, and generate outputs from space. Starship will be able to carry 30 to 50 Starmind AI1 satellites per launch. 💻 PROGRAMMING, DESIGN & DATA SCIENCE REPRICING OF SOFTWARE ENGINEERING LABOR (7 MINUTE READ) [13] The AI-native tooling layer is multiplying fast and is crowded already. Being an 'AI engineer' is not a moat. AI can help build prototypes, but production is a different animal that requires engineers who understand reliability, scale, security, performance, observability, and operational trade-offs. The biggest returns may actually come from knowing one hard thing exceptionally well. CONTROL AN ANDROID PHONE WITH GEMINI 3.5 FLASH COMPUTER USE (9 MINUTE READ) [14] Gemini 3.5 Flash has a built-in tool called Computer Use that lets the model look at a screenshot and a goal and return structured actions. Users can choose to execute those actions and repeat the process until tasks are complete. Gemini supports desktop, mobile, and browser automation. This guide walks readers through how to set up mobile automation. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CURATOR, ~3 HRS/WEEK) 500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in hardware and want to help curate it, send your LinkedIn or resume to hardware@tldr.tech! OPENAI LEANS TOWARD WAITING UNTIL NEXT YEAR FOR IPO (8 MINUTE READ) [15] A series of recent developments has caused OpenAI's executives to lean towards holding off the company's initial public offering until next year. SpaceX's IPO was the largest ever, but its stock value dropped quickly. Global markets have been choppy in recent weeks, with tech stocks dragging down indexes. These factors may mean that retail investors might not have much enthusiasm for OpenAI's shares. CHINESE AI MODELS CLOSE THE GAP WITH ANTHROPIC AND OPENAI (11 MINUTE READ) [16] Z.ai released GLM-5.2 just days after Anthropic was forced to shut down its most powerful AI systems due to a demand from the US government. GLM-5.2 is nearly as powerful as Anthropic's Fable and Mythos models, but it costs much less to use, and no one in the US is putting restrictions on it. The model is currently one of the world's top 10 most popular models. It is open source, so anyone can use and modify it for free. ⚡ QUICK LINKS APPLE TO SKIP HIGH-END M6 MAC CHIPS IN FAVOR OF AI-FOCUSED M7 LINE (5 MINUTE READ) [17] The M7 Pro and M7 Max are scheduled for as early as the end of 2027, while the M7 Ultra is on track for 2028. A SHORT STORY ABOUT DEFERRING TECH CHOICES TO THOUGHT LEADERS (2 MINUTE READ) [18] Thought leaders put their energy into promoting new stuff, not running it. AN INTERVIEW WITH FIGMA CEO DYLAN FIELD ABOUT DESIGN AND AI (48 MINUTE READ) [19] Figma co-founder and CEO Dylan Field discusses Figma's almost acquisition, its IPO, the company's differentiation discovery process, the nature of creativity versus design, and AI. HOW OFTEN DOES YOUR BRAND SHOW UP IN TLDR? (SPONSOR) [20] Our writers mention the companies our 7M+ readers care about. A free tool scans the last year and counts yours. Drop in your domain [20] to see the number and who saw it. NO-ONE ESCAPES THE PERMANENT UNDERCLASS (17 MINUTE READ) [21] AI taking over will mean most workers will be replaced and the 'permanent overclass' and government will be disempowered. COMPANIES COULD SOON STAFF ‘STUBBORNLY LOCAL' JOBS WITH WORKERS 4,000 MILES AWAY (9 MINUTE READ) [22] Chinese tech company BuilderX Robotics' technology allows remote operators to control physical machines with a 5G or satellite connection. LINUX FOUNDATION AND INDUSTRY LEADERS LAUNCH AKRITES TO DEFEND CRITICAL OPEN SOURCE SOFTWARE AGAINST AI-ENABLED CYBER THREATS (17 MINUTE READ) [23] Akrites provides a single, standardized Coordinated Vulnerability Disclosure process built on confidentiality-first principles and the industry's established standards and tooling. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. 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More than 40% of social media marketers plan to leave their jobs within two years, and nearly half say they get little supervisor support ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Vidyard] [4] TLDR MARKETING 2026-06-25 7 VIDEO SCRIPTS THE FASTEST-GROWING REVENUE TEAMS ARE RUNNING RIGHT NOW (SPONSOR) [4] Stop guessing what to say on camera. Vidyard's Video in Motion report hands you 7 proven plays, each with a copy-paste script and the benchmark [5] to know it's working. 📹 Cold outreach scripts that earn 5x more replies [6] 🎯 Pre-event plays that lift webinar attendance to ~50% ✉️ Meeting confirmation emails that hit 77% open rates 📊 The exact metric to track for every play Free to read, built for revenue and marketing teams. Get the report → [7] 📱 NEWS & TRENDS THE HIDDEN BURNOUT CRISIS FACING SOCIAL MEDIA MARKETERS (4 MINUTE READ) [8] More than 40% of social media marketers plan to leave their jobs within two years, and nearly half say they get little supervisor support for their mental health. The structure of the role is the cause, since these positions bundle strategy, design, customer service, and crisis management. At the same time, the same apps used for work also serve as leisure and social connection, making real disconnection impossible. Doom scrolling for trend research blurs into personal social comparison, and AI scheduling tools reduce workload without eliminating the always-on expectation that made them necessary. HOW SNAPCHAT BUILDS BRANDS LIKE NO OTHER (4 MINUTE READ) [9] Meaningful engagement matters more than raw reach. Snapchat's research found that users who view their time on a platform as meaningful are 85% more open to ads and 74% more likely to take action on relevant ads. Format diversity outperformed frequency in brand building. Combining video, AR Lenses, and Sponsored Snaps increased unaided ad recall from 16% to 36% and raised simulated purchases from 19% to 33% at the same frequency. Cross-platform campaigns also benefited from channel variety, as replacing one Facebook video exposure with a Snapchat Sponsored Snap increased purchase intent by 16 points and unaided recall by 11 points. 🚀 STRATEGIES & TACTICS GAMIFY YOUR PRODUCT PROMOTIONS (3 MINUTE READ) [10] Gamified promotions can increase purchase intent for fun and hedonic products by turning discounts into a playful experience rather than a standard offer. In 13 experiments, promotions framed as chance-based made people 67% more likely to click for more information and 24.3% more interested in buying, while also making the product and brand feel more fun. Instead of simply discounting products, brands can use tools like spinning wheels or dice rolls to randomly select which item gets the promotion. This approach works best for categories like fashion, snacks, and entertainment, but it can hurt performance for functional products because shoppers expect those promotions to be chosen intentionally. REACH THAT DRIVES PIPELINE (2 MINUTE READ) [11] The “reach is a vanity metric” idea is challenged here. Reach matters when it's intentional and tied to funnel design. The tactic is a full funnel post that turns reach into pipeline in the same asset. It starts with a story-driven hook for awareness, adds an insight-based middle that builds authority and curiosity, then ends with a direct CTA to convert interest. Visuals reinforce the narrative and improve distribution. The point is reach only feels useless when it is separated from conversion, not when it is structured to feed it. HOW TO WRITE YOUR WEEKLY ROUNDUP EMAIL (1 MINUTE READ) [12] A short weekly email can be written in 15 minutes by curating 3-5 of the best social posts from the past week into a 200-300 word recap. Each post gets a 1-2 sentence intro that adds context or a takeaway, with a brief personal note at the top to set tone. The format's simple to repeat on a weekly cadence and works by extending the life of existing content. 🧑‍💻 RESOURCES & TOOLS REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [13] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [13] CLAAP (TOOL) [14] Claap records sales conversations and turns them into usable outputs like summaries, CRM updates, and coaching insights. No bot joins calls. Data comes structured and ready for AI workflows, so nothing gets lost and admin work drops. COPY TEMPLATES (WEBSITE) [15] A library of copywriting templates, prompts, and AI workflows built to create content faster. It includes 500+ examples, 70+ prompts, 70+ Claude skills, and 63 techniques across 10 categories. It's available via a one time purchase with lifetime updates. HOW TO MAKE PERFORMANCE MAX FOCUS ON NET NEW CUSTOMERS (7 MINUTE READ) [16] Performance Max has long defaulted to easy conversions over incremental ones, routing spend toward branded search, site visitors, and existing buyers rather than true prospects. Google's recent first-party audience exclusions change this for the first time. Stacking brand exclusions, audience exclusions for site visitors and email subscribers, Customer Match exclusions for existing purchasers, and a "new customers only" bidding mode can finally push PMax into prospecting mode. Reported ROAS will drop, but the new-to-returning customer split will more accurately reflect what's actually being acquired. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [17] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [18]. VIBE CODE CHECK: 300+ MARKETING LEADERS ON HOW AI CODE GENERATION IS EMPOWERING THEIR TEAMS (14 MINUTE READ) [19] AI code generation has gone mainstream in marketing fast. 41% say it's already embedded in workflows and 70% report structured adoption, even though most have used it for under a year. Teams are using it mainly for behind-the-scenes work like automations and integrations, while only 17% have built customer-facing tools. The catch is skill gaps and training, which only 21% prioritize, yet those who invest there see higher confidence and better results. BUDGETS REFLECT INCREASE IN CONSUMPTION-BASED MARTECH, PAID MEDIA SPEND (5 MINUTE READ) [20] Martech spending hit a 5-year low as a share of marketing budgets in 2026, dropping to 19% from 27% in 2021, even as 62% of CMOs planned to invest more in marketing technology. Paid media filled the gap, reaching a five-year high of 31% of marketing expenses, driven by AI-powered targeting and automated bidding. Performance declined across every major objective year-over-year, with 46% of CMOs exceeding campaign impact goals this year versus 58% last year, and 62% say missing this year's growth targets will trigger budget cuts. ⚡ QUICK LINKS IT'S OKAY TO LET CREATORS GET EXPERIMENTAL WITH YOUR ADS (2 MINUTE READ) [21] Brands that stop trying to control creator messaging get better performance, not worse. INDUSTRY AVERAGES ARE TRASH (1 MINUTE VIDEO) [22] Benchmark against your own past campaigns, not industry averages. CONSUMERS ARE SICK AND TIRED OF HEARING ABOUT AI ALL THE TIME (2 MINUTE READ) [23] 65% of consumers wish brands would stop mentioning AI in their marketing, and 63% say they'd be less likely to buy from a brand using AI-generated ads. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [30] & Maddi Salmon [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [33]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=1f58542a-7074-11f1-a067-ddb8c982f4d9&pt=campaign&t=1782386545&s=e3c83c67fa1920d435919ab4fc75950002790fbfdd81db7e576fc5c11882b82f [4] http://www.vidyard.com/2026-video-in-motion-benchmark-report?sfc=701OO00000m4INmYAM&utm_source=tldr&utm_medium=content&utm_campaign=video_in_motion_0626&utm_content=report_header_7_video_scripts [5] http://www.vidyard.com/2026-video-in-motion-benchmark-report?sfc=701OO00000m4INmYAM&utm_source=tldr&utm_medium=content&utm_campaign=video_in_motion_0626&utm_content=report_body_intro_7_proven_plays_each [6] http://www.vidyard.com/2026-video-in-motion-benchmark-report?sfc=701OO00000m4INmYAM&utm_source=tldr&utm_medium=content&utm_campaign=video_in_motion_0626&utm_content=report_body_outro_5x_replies [7] http://www.vidyard.com/2026-video-in-motion-benchmark-report?sfc=701OO00000m4INmYAM&utm_source=tldr&utm_medium=content&utm_campaign=video_in_motion_0626&utm_content=report_cta_report [8] https://theconversation.com/the-hidden-burnout-crisis-facing-social-media-marketers-283216?utm_source=tldrmarketing [9] https://forbusiness.snapchat.com/blog/how-snapchat-builds-brands?utm_source=tldrmarketing [10] https://app.sciencesays.com/p/gamify-your-product-promotions?utm_source=tldrmarketing [11] https://www.linkedin.com/posts/lukeshalom_reach-is-a-vanity-metric-i-used-to-believe-share-7475571867089518592-tkS4/?utm_source=tldrmarketing [12] https://www.linkedin.com/posts/dbusta_you-dont-need-to-spend-hours-writing-every-share-7475547524309782528-5uYa/?utm_source=tldrmarketing [13] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary06252026 [14] https://www.claap.io/?utm_source=tldrmarketing [15] https://copytemplates.com/?utm_source=tldrmarketing [16] https://searchengineland.com/performance-max-net-new-customers-480802?utm_source=tldrmarketing [17] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29?utm_source=tldrmarketing [18] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29 [19] https://userevidence.com/vibe-coding-marketing-report/?utm_source=tldrmarketing [20] https://www.chiefmarketer.com/gartner-cmo-spend-survey-budgets-reflect-increase-in-consumption-based-martech-paid-media-spend/?utm_source=tldrmarketing [21] https://www.businessinsider.com/creator-influencer-marketing-creative-freedom-ads-2026-6?utm_source=tldrmarketing [22] https://www.linkedin.com/posts/schwedelson_industry-averages-are-trash-ugcPost-7475528293174194176-j9Kn/?utm_source=tldrmarketing [23] https://www.marketingbrew.com/stories/harris-poll-ai-fatigue-less-trust-ai-generated-ads-cannes-lions?utm_source=tldrmarketing [24] https://refer.tldr.tech/eb173905/5 [25] https://hub.sparklp.co/sub_dde87fb1813a/5 [26] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [27] https://jobs.ashbyhq.com/tldr.tech [28] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [29] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [30] https://www.linkedin.com/in/alikoh/ [31] https://www.linkedin.com/in/maddisalmon/ [32] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [33] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=1f58542a-7074-11f1-a067-ddb8c982f4d9&pt=campaign&pv=4&spa=1782385240&t=1782386545&s=0245a889802d21d21ae906220f79526760e7d073e316b0ac543e93b6cbc63c11

OpenAI and Broadcom's Jalapeño chip is designed for inference, the compute-intensive process of serving AI models to users ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [NICE] [4] TLDR 2026-06-25 BLACK FRIDAY HIT AT 9:47AM. NICE AI AGENTS HANDLED THE NEXT 4.2 MILLION CONVERSATIONS (SPONSOR) [4] Do you love listening to hold music on customer support calls? Your customers probably don't... With NiCE AI Agents [5], they never need to hear it again, turning 40-minute waits into 40-second resolutions. Proven at enterprise scale [6], these AI Agents connect your organization's knowledge to customer needs, automating the full customer journey from intent to resolution. Most AI was built to demo. NiCE AI Agents are built for deployment, consistently enhancing every interaction. Anyone can build an AI Agent. NiCE runs them at scale. Get started [7] CLICK HERE TO REMAIN A SUBSCRIBER [8] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [8] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS OPENAI UNVEILS FIRST CHIP AS PART OF BROADCOM DEAL IN EFFORT TO ‘BUILD THE FULL STACK' (6 MINUTE READ) [9] OpenAI and Broadcom's Jalapeño chip is designed for inference, the compute-intensive process of serving AI models to users. It took nine months for the companies to design the chips end-to-end. The use of OpenAI's AI models helped accelerate the process. Jalapeño is a major step in OpenAI's plan to build the full-stack behind its models and products. TESLA, SUNRUN TEAM UP ON 16 GW VIRTUAL POWER PLANT FOR DATA CENTERS (6 MINUTE READ) [10] Sunrun, Tesla, and Renew Home have announced an agreement to aggregate more than 16 gigawatts of home batteries and other devices into the largest distributed power plant in the US. The project aims to address the surging electricity demand from data centers. The companies already have more than 300 megawatts of capacity ready for immediate deployment in Virginia. They expect capacity to grow to at least 500 megawatts by 2030 as more home batteries and thermostats come online. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY A NEW $500 MILLION FUND IS TRYING TO ELIMINATE THE COMMON COLD (5 MINUTE READ) [11] Intercept is a project aimed at making respiratory infections like the common cold and flu a thing of the past. Launched on June 24, it will support research into the adoption of technologies like air filtration to remove pathogens from the air directly. The project has received $500 million in investments from a variety of sources, including Stripe and Anthropic. The funds will be used to back the development of treatments that could protect people from many viruses at once. THE ROOMBA GUY'S SECOND ACT: A ROBOT YOU'LL WANT TO SNUGGLE (9 MINUTE READ) [12] Colin Angle, who led iRobot for nearly three decades, has a new startup called Familiar Machines & Magic that is selling a robot designed to help people monitor their loved ones. The robot, called the Familiar, is an expressive, furry creature that can react to people's actions and feelings in an emotionally intelligent way. It is still in an early prototype stage, so there's no information about price or availability, but videos of the current iteration of the product are available in the article. The Familiar will use local small models to process requests and won't send any data to the cloud. 💻 PROGRAMMING, DESIGN & DATA SCIENCE HOW BASETEN BUILT THE WORLD'S FASTEST API FOR GLM 5.2 (SPONSOR) [13] For coding and agentic workloads, GLM 5.2 delivers competitive intelligence to Opus 4.8 at 1/5th the cost. Baseten's GLM 5.2 API delivers 280+ TPS, <0.8 TTFT with 99.9% uptime. This is a great model to achieve higher uptime and lower costs vs. closed weights. Try GLM 5.2 [14] WHAT I'M FINDING ABOUT LLM CODE STYLE AND TOKEN COSTS (16 MINUTE READ) [15] Large language models will code from scratch unless you explicitly tell them about existing functionalities. They don't know to use existing code unless you tell them to. Letting them know what already exists can result in significant token savings. It can also help remove entire categories of security and reliability issues. THE CASE FOR LANGUAGE-NATIVE SOFTWARE (12 MINUTE READ) [16] Natural language is becoming an interface. Software is beginning to understand instructions in human language. Language-native software will accept intent in the language users already speak, translate it into structured operations, and execute them deterministically. This makes language the interface itself. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [17] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [18]. THE CEO OF AWS ON WHY AMAZON IS HIRING 11,000 INTERNS AND JUNIOR EMPLOYEES (22 MINUTE READ) [19] Amazon is increasingly in the business of selling software that does white-collar work. However, Matt Garman, the CEO of AWS, says he isn't worried about AI destroying a huge number of jobs. He believes that jobs might change, but they're not going away. This article features highlights from an interview with Garman where he discusses how technology changes work. ANTHROPIC'S WHITE HOUSE NEGOTIATIONS ARE REPORTEDLY ON TRACK AFTER ‘WEIRDO' DARIO AMODEI WAS REPLACED (2 MINUTE READ) [20] Dario Amodei was reportedly weird and hard to deal with during the negotiations between the White House and Anthropic. Talks are now on track now that his role in the discussions has been replaced by Tom Brown, another Anthropic co-founder. Brown's manner is warmer and more traditionally personable. He is working on the talks alongside Sarah Heck, Anthropic's Head of Public Policy, who is quite disciplined and cautious but comes across as enthusiastic and on-message. ⚡ QUICK LINKS THE NOTETAKER BOT HAS MET ITS MATCH (SPONSOR) [21] Granola's AI notepad listens in without joining the call and drafts next steps from your POV. Get 1 month free [22] with code TLDR1MO. STOP PROGRAMMING IN MARKDOWN (7 MINUTE READ) [23] People are using LLMs inappropriately in situations where regular code would fare much better. QUALCOMM LANDS META AS FIRST NAMED CUSTOMER FOR ITS DRAGONFLY DATA CENTRE CHIPS (5 MINUTE READ) [24] The Dragonfly C1000 is a general-purpose server processor expected to be available in 2028. AMAZON SELLER REVEALS RARE GLIMPSE OF SHADOW BRIBERY MARKET (11 MINUTE READ) [25] Middlemen on messaging apps like Telegram, WeChat, and WhatsApp are offering access to people inside Amazon who can get things done for a price. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [26] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [26] WRITING LOOPS, NOT PROMPTS, EXPLAINED (15 MINUTE READ) [27] Automate the parts of prompting that you keep repeating, and keep judgment close to the parts that matter. STOP BUILDING CHATBOTS. BUILD AGENTS THAT OPEN PRS (14 MINUTE READ) [28] PRs are an artifact that can be reviewed or rejected by a human. I WROTE A 70X FASTER SQL PARSER WHILE BARELY LOOKING AT THE CODE (8 MINUTE READ) [29] Lessons learned when rewriting PostHog's SQL parser using multiple Claude Code sessions running in parallel. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [30] Track your referrals here. [31] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [32]. Want to work at TLDR? 💼 APPLY HERE [33], CREATE YOUR OWN ROLE [34] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [35] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [36] & Stephen Flanders [37] Manage your subscriptions [38] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [39]. 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Instagram is testing longer videos, episodic series, and live content on its TV app as it pushes into the living room. The app is expanding ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-06-24 📱 NEWS & TRENDS INSTAGRAM LOOKS TO TAKE ON STREAMING SERVICES WITH LONGER-FORM, EPISODIC, AND LIVE FORMATS FOR ITS TV APP (1 MINUTE READ) [4] Instagram is testing longer videos, episodic series, and live content on its TV app as it pushes into the living room. The app is expanding to Samsung TVs and adding channels, casting, horizontal video, and Stories. The move builds on its new Reels “Series” feature and puts Instagram in more direct competition with streaming platforms. GETTY IMAGES ANNOUNCES DISPLAY PARTNERSHIP WITH OPENAI (2 MINUTE READ) [5] Getty Images signed a multi-year deal with OpenAI to bring its licensed image library into ChatGPT. The content will appear in search and discovery experiences to improve visual responses with higher-quality, rights-cleared images. The partnership aims to make AI outputs more useful and trustworthy while expanding how Getty distributes its content. 🚀 STRATEGIES & TACTICS 12 FRESH MEETING FORMATS THAT WILL TRANSFORM YOUR TEAM (3 MINUTE READ) [6] The best meetings don't look like meetings. Instead of one person talking and everyone else nodding, Liberating Structures introduces simple formats that change how groups work. Methods like 25/10 crowdsourcing, Nine Whys, and Min Specs help surface better ideas, clarify purpose, and focus on what actually matters. The result is more ideas surfaced quickly, quieter voices heard, and clearer decisions by replacing open-ended discussion with guided interaction. LIPTON IS TURNING LOCAL CREATORS INTO ITS SOCIAL TEAMS (3 MINUTE READ) [7] Lipton is using local creators as a recurring social function rather than buying creator campaigns in bursts. Working with Billion Dollar Boy, the brand built creator-led "Social Hubs" across seven markets, including France, Turkey, and Saudi Arabia, where creators produce content for both Lipton's owned channels and their own accounts within a single managed system. The model lets a lean global team achieve local cultural speed without hiring market-by-market social staff, since creators already operate inside the platform behaviors and cultural timing that define each market. 🧑‍💻 RESOURCES & TOOLS COLLABORATIVE POSTS ARE COMING TO LINKEDIN (6 MINUTE READ) [8] LinkedIn's new Collaborative Posts let two or more accounts, including Pages, co-publish a single post with every collaborator's name at the top and the content reaching all their networks at once. Currently in beta, the format runs on an invite-and-accept flow where no collaborator appears on the post until they accept, keeping both sides in control of the commitment. The credibility runs in both directions, since the creator brings an audience that actually engages, and the brand brings a professional co-sign that a tag doesn't carry. HOW TO GET AI TO RECOMMEND YOUR PRODUCT (WEBINAR) [9] A webinar with Kevin Indig will break down how to get products recommended in AI search, drawing on work with companies like Airbnb, Shopify, Reddit, and G2. The session focuses on what's working today, including whether SEO still matters, how startups can compete, and which tactics drive the most leverage. It's positioned as a strategic discussion for founders and marketers, not a how-to guide. It takes place on July 1 at 8 AM ET. TIKTOK ADDS NEW AI CREATION TOOLS FOR MARKETERS (2 MINUTE READ) [10] TikTok is rolling out new AI ad tools led by its Symphony Agent, which can generate full video campaigns from text prompts and trending content on the app. It can turn ideas into ready-made videos, suggest variations based on top-performing posts, and let users refine or rebuild campaigns from those examples. The update also adds features for dubbing, creator discovery, and campaign briefs, making it easier to produce and scale content using what's already working on TikTok. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [11] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [12]. BUILD AN AI FLYWHEEL FOR ECOMMERCE (2 MINUTE READ) [13] AI delivers the most value in e-commerce when it connects decisions across marketing, merchandising, inventory, and pricing instead of automating isolated tasks. There are four reinforcing levers: growth, productivity, value chain efficiency, and profitability, which create a flywheel where better personalization improves demand signals and stronger demand signals improve inventory and pricing decisions. AI can strengthen advertising by improving product discovery, recommendations, email segmentation, ad creative, and product page content. Smaller merchants can build the same flywheel by using AI to analyze customer questions and feedback, then applying those insights to content, FAQs, and promotions while measuring conversion rates, returns, support volume, and revenue per visitor. STARBUCKS PILOTS TIKTOK PROGRAM FOR BOOSTING EMPLOYEE-GENERATED CONTENT (2 MINUTE READ) [14] Starbucks is turning employee-generated content into a structured marketing channel by giving employees briefs, ad revenue sharing, and a direct path into paid advertising through TikTok's Creator Network. The strategy builds on the idea that authentic employee content influences product discovery, as 61% of Gen Z and 40% of all consumers say they frequently learn about new products and services from employee-generated content. Starbucks already has a strong foundation because its employees post at three times the rate of employees at similar-sized chains. Paying and supporting employee creators helps the brand scale credible social content while giving employees an incentive to keep creating. YOU DON'T NEED TASTE, YOU NEED CREATIVE DIRECTION (2 MINUTE READ) [15] Creative direction matters more than taste in an AI-saturated market because strong brands create new ideas instead of curating existing ones. AI makes good execution and good taste easier to access, so brands gain attention by building a distinct point of view that competitors cannot copy. Brands like Liquid Death and Bandit stand out because they create new aesthetics, products, and cultural experiences rather than refining familiar ones. Trends spread and normalize faster than ever, which makes originality more valuable. The brands that win give creative teams a clear vision and the freedom to create work that feels different from what the market already considers good. ⚡ QUICK LINKS POLYMARKET'S MARKETING TEAM MADE SOME VERY BAD BETS (2 MINUTE READ) [16] Polymarket ran 118 undisclosed paid influencer ads showing fabricated wins, told influencers not to disclose the arrangement, and now faces potential CFTC fines. NEW ALEXA+ AGENTIC ADS LET SHOPPERS PURCHASE DIRECTLY WITHIN AN AD (3 MINUTE READ) [17] The Agentic Ads format launches with Papa Johns for food ordering and concert ticketing via Ticketmaster, available on Echo Show devices. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f7aceb06-6f89-11f1-b4f1-2528477d42f4&pt=campaign&t=1782300664&s=a89ccbb0df58f908b9ab7bbdae41923d77efc0baf0c680930ee3ef0600840bf7 [4] https://techcrunch.com/2026/06/22/instagram-looks-to-take-on-streaming-services-with-longer-form-episodic-and-live-formats-for-its-tv-app/?utm_source=tldrmarketing [5] https://newsroom.gettyimages.com/en/getty-images/getty-images-announces-display-partnership-with-openai?utm_source=tldrmarketing [6] https://www.linkedin.com/posts/allisonstadd_12-fresh-meeting-formats-that-will-transform-ugcPost-7470071395046293504-uYcv/?utm_source=tldrmarketing [7] https://wersm.com/lipton-local-creators-social-teams/?utm_source=tldrmarketing [8] https://buffer.com/resources/linkedin-collab-posts/?utm_source=tldrmarketing [9] https://luma.com/7dvp27pq?utm_source=tldrmarketing [10] https://www.socialmediatoday.com/news/tiktok-adds-new-ai-creation-tools-for-marketers/823463?utm_source=tldrmarketing [11] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29?utm_source=tldrmarketing [12] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29 [13] https://www.practicalecommerce.com/build-an-ai-flywheel-for-ecommerce?utm_source=tldrmarketing [14] https://www.marketingdive.com/news/starbucks-pilots-tiktok-program-for-boosting-employee-generated-content/823565/?utm_source=tldrmarketing [15] https://embeddedbrandstrategy.substack.com/p/you-dont-need-taste-you-need-creative?utm_source=tldrmarketing [16] https://nymag.com/intelligencer/article/polymarkets-marketing-team-made-some-very-bad-bets.html?utm_source=tldrmarketing [17] https://advertising.amazon.com/library/news/alexa-agentic-ads?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f7aceb06-6f89-11f1-b4f1-2528477d42f4&pt=campaign&pv=4&spa=1782298858&t=1782300664&s=a56e9bd0512546657074df36758f3245c5b3b4403a040ce4a9d01dd7d494ff97

Claude Tag is a new feature that lets users create a chatbot that interacts on their behalf on Slack. It can be used to monitor Slack activity ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Buildkite] [4] TLDR 2026-06-24 HOW DO SOFTWARE LEADERS SHIP? WITH CI THAT TURNS SCALE INTO SPEED, RELIABLY. (SPONSOR) [4] Buildkite has run CI for OpenAI, Airbnb, Canva, Uber and Shopify for 7-12 yrs as they grew. Now we also orchestrate for Cursor, Anthropic, Meta, Mistral, xAI, Discord, Reddit, Ramp, Boston Dynamics, Applied Intuition, ASML, Planetscale, Pierre and Bun... ...and the workloads that build vLLM, Bazel and Backstage. Quietly powering software used by 1B+ people daily, since 2013. Parallelize, fan-out and orchestrate at depths a slightly faster runner won't reach as agentic codegen blows up your build queue. Start with our all-access 30-day trial. GET BUILDING → [5] CLICK HERE TO REMAIN A SUBSCRIBER [6] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [6] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS ANTHROPIC WANTS CLAUDE TO BE YOUR NEW SLACK COWORKER (2 MINUTE READ) [7] Claude Tag is a new feature that lets users create a chatbot that interacts on their behalf on Slack. It can be used to monitor Slack activity, send alerts about important posts, drop comments in conversations, and fix issues with code. Claude Tag will replace the existing Claude Slack app. It is being rolled out to Anthropic's enterprise and team subscription users. MARK ZUCKERBERG DIRECTED META TO CREATE A PREDICTION MARKETS APP (6 MINUTE READ) [8] Mark Zuckerberg recently dispatched a small team at Meta to create a smartphone app similar to Polymarket and Kalshi. The app uses a points system rather than real money, but Meta has not ruled out the eventual use of real money betting. Internally referred to as 'Arena', the app will function independently from Meta's other apps. The effort is part of a broader purchase at the company to create new types of apps based on emerging social behavior online. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WITH STARFALL, SPACEX EYES AN EDGE IN GLOBAL CARGO DELIVERY FROM ORBIT (3 MINUTE READ) [9] A SpaceX Falcon 9 rocket lifted off yesterday with a new saucer-shaped reentry pod called Starfall. The secretive mission's purpose is reportedly to support the transport and delivery of goods through space. Most of what is known about Starfall comes from the FAA's environmental assessment, which says that Starfall will enable point-to-point delivery of critical cargo through space on rapid timelines and provide access to space for commercial in-space manufacturing. Starfall is designed exclusively for cargo and is smaller than SpaceX's human-rated Crew Dragon spacecraft. WAR BY OTHER MEANS (18 MINUTE READ) [10] The use of robots in war will only increase. All signs point towards governments relying on a much smaller pool of human capital for labor and war. The use of unmanned munitions drives down costs and lessens the need for humans on the battlefield without weakening deterrence. This means that a fundamental source of political power has begun to shift from the people towards the firms that make the machines. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AGENT STUCK ON A CAPTCHA? BROWSERBASE LOGS IN, NAVIGATES, AND FINISHES THE JOB. (SPONSOR) [11] CAPTCHAs and login walls are where most agents quit. Browserbase gives yours a browser that can sign in, get past the block, and carry on—on any site. It's self-healing when pages change and scales to thousands of concurrent sessions, which is how 10K+ teams, including Ramp and Lovable, run 35M+ sessions a month. Get an API key now [12] or book a demo [13]. THE COMING LOOP (16 MINUTE READ) [14] Agent loops are enabling teams to build at astonishing speeds. However, their use reduces developers to the role of merely a messenger. Looping is powerful, but it removes responsibility and encourages people to give in to the machine. While agent loops are likely going to be the future, it's important for developers to retain good judgment and ensure the rules of good engineering are kept. THE PROBLEM IS PROMPT DEBT (8 MINUTE READ) [15] Treating natural language as a specification language for engineering quietly caps what you can build. Prompt debt increases as additional guidance is added to instructions to nudge models into line. These prompts, full of edge cases and threats to the AI, become impossible to comprehend for teams. Prompt debt locks developers into older models, possibly making them miss potentially cheaper, faster, and better models. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [16] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [17]. NSA LOST ACCESS TO POWERFUL AI MODEL AMID ANTHROPIC DISPUTE (6 MINUTE READ) [18] NSA cybersecurity analysts were testing versions of Anthropic's tools when export controls were imposed on the company. The tests found that Mythos was able to identify cybersecurity flaws within the NSA's classified network quickly. Analysts were impressed with Mythos' capabilities in controlled test settings. There is an effort to push forward a classified contract between Anthropic and the NSA that would allow the agency to use the company's AI technology for a variety of purposes, but that contract has not been finalized. DEAD PLAYERS (8 MINUTE READ) [19] Founders used to aim for the stars. iPhones, social networks, large language models, and cryptocurrency are the sort of non-linear increments that were either created by accident or in the process of trying to do the impossible or unprecedented. The non-linear option is now more impersonal and lower-risk than ever. This means people who have no personal reason to take risks and pursue a moonshot are more likely to try anyway. ⚡ QUICK LINKS AGENTS YOU CAN TRUST, ROAI YOU CAN PROVE (SPONSOR) [20] AI without context is a Magic 8 Ball. The Celonis Context Model grounds your agents in the reality of your business - driving trusted decisions and meaningful ROI. Time to eliminate AI blind spots [20] THE TRUTH ABOUT BEING A MANAGER (9 MINUTE READ) [21] Management is a challenging and often lonely journey. PLEASE KEEP CODE DESCRIPTIONS SIMPLE (2 MINUTE READ) [22] Commit messages, merge request descriptions, and code comments should be kept clear, to the point, and on a need-to-know basis. LESS IS MORE, MORE OR LESS (9 MINUTE READ) [23] More things being made doesn't mean better things are being made. VULNERABILITY REPORTS ARE NOT SPECIAL ANYMORE (6 MINUTE READ) [24] The bottleneck now is assessing which issues are real. META ANNOUNCES NEW SMART GLASSES STARTING AT $299, AS ZUCKERBERG KEEPS PUSHING WEARABLES (2 MINUTE READ) [25] The Meta Glasses come with new designs built in partnership with EssilorLuxottica. APPLE AND DISNEY HAD CONVERSATIONS ABOUT MERGING, SAYS BOB IGER (2 MINUTE READ) [26] The talks never went anywhere because Apple didn't show that much interest. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. 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The UK’s planned under-16 social media ban could force millions of adults to verify their identity just to access major platforms ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [markup.ai] [4] TLDR MARKETING 2026-06-23 YOU DON'T NEED MORE CONTENT (SPONSOR) [4] The internet is overrun with sloppy AI-generated copy. Piling on more is a losing strategy. But what if you could use AI to make your content better, rather than just churn out more of it? Markup AI's Content Guardian Agents [5] are the missing quality layer. They check every piece against four standards — distinct from the noise, right for your audience, sounds like a real person not a robot, and citable by AI — so your team edits on signal, not vibes. The agents go beyond grammar to focus on the judgment calls that actually matter. They clear the manual review bottleneck [6] so you can publish with confidence. Try it for free [7] 📱 NEWS & TRENDS HOW THE SOCIAL MEDIA BAN COULD RESHAPE HOW ALL OF US USE THE INTERNET (7 MINUTE READ) [8] The UK's planned under-16 social media ban could force millions of adults to verify their identity just to access major platforms, changing how the internet is used for everyone, not just kids. In Australia, where a similar ban took effect in December 2025, 7 in 10 under-16s who already had accounts still retain some access, raising doubts about how enforceable these rules are. The tradeoff is child protection versus increased data collection, since age verification gives more personal information to the same platforms it aims to restrict. STOP TRYING TO REPLACE PEOPLE WITH AI (6 MINUTE READ) [9] Selling AI as a replacement for people grabs attention but erodes trust with buyers and employees. The data doesn't support the narrative. In one month, 160 companies laid off 28.3K workers, and not a single one cited AI as the reason. Yale researchers also found no measurable job loss from AI across 33 months of labor data. Instead, AI works best as an augment. Top users complete 12.2% more tasks and work 25.1% faster when they know its limits. Companies pushing replacement messaging are already reversing course after quality drops and backlash. 🚀 STRATEGIES & TACTICS THERE ARE TWO KINDS OF EXPERIMENTERS, ONE FOR SCIENCE AND ONE FOR BUSINESS. WHICH ARE YOU? (9 MINUTE READ) [10] There are two kinds of experimenters, one optimizing for scientific certainty and one optimizing for business speed. Strict significance rules like p < 0.05 are designed to avoid false positives, but large-scale studies show they can leave over a quarter of value on the table and sometimes underperform doing nothing. The real issue is decision-making, not testing, since teams stall debating results instead of acting. A better approach is to define intent upfront, either proving superiority or checking non-inferiority, and tune thresholds to the real cost of being wrong. YOUR SOCIAL REPORTS ARE MISSING HALF THE STORY (2 MINUTE READ) [11] Most social reports stop at sentiment scores and miss the signal in the comments. Go deeper than positive or negative to see what people are actually reacting to. Look for repeated themes across threads, not one-off opinions. Turn those insights into clear stakeholder talking points backed by real comments. Feed audience language directly into campaign briefs so messaging matches how people already talk. 🧑‍💻 RESOURCES & TOOLS REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [12] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [12] HYPERFRAMES (TOOL) [13] HyperFrames is a free open-source tool that turns HTML into product launch videos. It includes a website-to-video skill for Codex or Claude Code, which takes a website address and outputs a 30-second promo video. The tool pulls from the site's screenshots, assets, copy, and brand look. DATA-BACKED SECRETS FOR WINNING SUBJECT LINES (WEBINAR) [14] This webinar, on June 25 at 2 PM ET, will break down what makes email subject lines perform. It will move past guesswork and into data, showing what drives opens and how real campaigns compare against common instincts. It includes a live subject line showdown and practical fixes to improve results before hitting send. 9 NEW LINKEDIN FEATURES + WHAT TO DO WITH EACH ONE (3 MINUTE READ) [15] New out-of-network reach tracking shows which posts actually grow audiences beyond followers. Search now supports natural language for faster ICP discovery. Video returns in a dedicated feed, signaling a stronger push for short-form content. Advice Sessions enables paid 1:1 calls, while Creator Marketplace connects brands with vetted creators for campaigns. Mobile boosting lets users promote posts directly from the app. AI-generated spam is being deprioritized in favor of original POV content. Comments now convert to follows instantly. Connected apps add verified tool usage to profiles as proof of real skills. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [16] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [16]. HOW SURE IS YOUR AI? (4 MINUTE READ) [17] LLMs are probabilistic systems that generate likely answers based on patterns, which makes them fluent but not always correct. They can confidently produce wrong outputs because they don't retrieve truth, they predict it. That works for writing, brainstorming, and conversation, but breaks in high-stakes use cases. Deterministic systems fix consistency but still need verification to ensure correctness. The emerging direction is hybrid models where LLMs generate and formal systems verify. As AI moves into areas like biotech and cyber, “probably right” is no longer enough. EMPLOYEE ADVOCACY VS INFLUENCER MARKETING: WHY B2B BRANDS NEED BOTH (7 MINUTE READ) [18] B2B teams treat employee advocacy and influencer marketing as interchangeable, but they do different jobs and work best together. Advocacy builds trust through employee networks that are 10X larger than brand pages and drives 45% more opportunities and 51% higher quota attainment with minimal cost. Influencer marketing buys fast access to new audiences but requires ongoing spend and fades when campaigns stop. The strongest programs run both in parallel, using influencers for reach and employees for credibility, aligned to the same launch so buyers see consistent signals from inside and outside the company. LOST CONFIDENCE (10 MINUTE READ) [19] Confidence scoring in frameworks like RICE looks precise but breaks in practice. It assumes uncertainty can be modeled as probability, but most product work sits in true uncertainty where confidence is not measurable or reliably calibrated. This skews decisions toward safe, small work and away from high-upside bets. It's better to drop confidence and focus on real usage, strong customer pull, fast feedback, and observed behavior. Favor asymmetric bets and keep optionality as reality unfolds. ⚡ QUICK LINKS TRADITIONAL ADVERTISING IS DEAD, SAYS THE MARKETER WHO CUT MASTERCARD'S AD BUDGET BY 70% (3 MINUTE READ) [20] Mastercard cut 70% of its ad spend, moved budget into experiences, and still grew brand value and performance. WHY THE NATIONAL BASKETBALL PLAYERS ASSOCIATION IS DEBUTING A B2C BRAND (4 MINUTE READ) [21] The NBA players' union launched Plyrs Untd, giving athletes direct ownership over how their names, images, and likenesses appear across content and partnerships. INSTACART INTRODUCES NEW SHOPPABLE VERTICAL VIDEO FEED FOR ADVERTISERS (3 MINUTE READ) [22] Instacart is piloting a vertical video feed with 5-30 second recipe clips that lets users discover meals and shop ingredients instantly in-app. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [29] & Maddi Salmon [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [32]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b2683eb0-6eb7-11f1-b364-5bc79dac6c6a&pt=campaign&t=1782213517&s=8438e6d1fd092edc99926ec3b8a97bc1cc241cf7a3bb51035285de495b9624a7 [4] https://markup.ai/?utm_source=tldr&utm_medium=newsletter&utm_campaign=june-launch&utm_content=header_you_dont_need [5] https://markup.ai/?utm_source=tldr&utm_medium=newsletter&utm_campaign=june-launch&utm_content=body_intro_content_guardian_agents [6] https://markup.ai/?utm_source=tldr&utm_medium=newsletter&utm_campaign=june-launch&utm_content=body_outro_clear_review_bottleneck [7] http://console.markup.ai/signup?utm_source=tldr&utm_medium=newsletter&utm_campaign=june-launch&utm_content=cta_it [8] https://www.bbc.com/news/articles/c1jy512r19ro?utm_source=tldrmarketing [9] https://www.growth-memo.com/p/stop-trying-to-replace-people-with?utm_source=tldrmarketing [10] https://www.linkedin.com/pulse/two-kinds-experimenters-one-science-business-which-you-ben-labay-9jktc/?utm_source=tldrmarketing [11] https://www.linkedin.com/pulse/your-social-reports-missing-half-story-brett-dashevsky-zst1c/?utm_source=tldrmarketing [12] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary06232026 [13] https://hyperframes.heygen.com/?utm_source=tldrmarketing [14] https://webinars.constantcontact.com/constantcontact/data-backed-secrets-for-winning-subject-lines?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/diandraescobar_new-linkedin-features-2026-the-9-updates-ugcPost-7474754408447242241-cFDf/?utm_source=tldrmarketing [16] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29 [17] https://konvoy.beehiiv.com/p/how-sure-is-your-ai?utm_source=tldrmarketing [18] https://www.contentgrip.com/employee-advocacy-vs-influencer-marketing/?utm_source=tldrmarketing [19] https://longform.asmartbear.com/confidence/?utm_source=tldrmarketing [20] https://www.businessinsider.com/traditional-ads-dead-mastercard-senior-fellow-raja-rajamannar-2026-6?utm_source=tldrmarketing [21] https://www.marketingbrew.com/stories/nbpa-plyrs-untd-brand?utm_source=tldrmarketing [22] https://www.prnewswire.com/news-releases/instacart-introduces-new-shoppable-vertical-video-feed-for-advertisers-302805833.html?utm_source=tldrmarketing [23] https://refer.tldr.tech/eb173905/5 [24] https://hub.sparklp.co/sub_dde87fb1813a/5 [25] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [26] https://jobs.ashbyhq.com/tldr.tech [27] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [28] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [29] https://www.linkedin.com/in/alikoh/ [30] https://www.linkedin.com/in/maddisalmon/ [31] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [32] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b2683eb0-6eb7-11f1-b364-5bc79dac6c6a&pt=campaign&pv=4&spa=1782212492&t=1782213517&s=1175ad3fb388d05c597da99c1b95ea894ba35b65d4e19adc5a9b6e7ca30ce97d

Nvidia has created a lab where robot makers and customers can run safety tests before going to regulators to receive the necessary certifications ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [ClickUp] [4] TLDR 2026-06-23 THE 100X ORG WENT VIRAL. HERE'S THE AI BEHIND IT. (SPONSOR) [4] You saw THE 100X ORG [4]. 4,200 agents. 1,100 humans. 4:1 agent-to-human ratio, output up, costs down. NOT because of more tokens... because of ONE COMPANY BRAIN [4]. LLMs are just _AVERAGE_ without context. You NEED AI that AUTOMATICALLY INJECTS THE PERFECT CONTEXT every single time. CLICKUP'S CONTEXT ENGINE processes everything with an LLM to ensure SELF-ORGANIZING MEMORY is passed on the fly. * SELF-IMPROVING: Company AI * SELF-UPDATING: Memory and Wikis * MULTIPLAYER: Cowork with humans _and_ AI BRAIN² JUST BEAT CLAUDE AND CHATGPT nearly 100% of the time. ClickUp GUARANTEES THAT BRAIN² IS THE BEST AI. BRAIN² HAS 1,000 SPOTS OPEN TODAY ONLY FOR TLDR → SEE WHAT 100X FEELS LIKE [4] CLICK HERE TO REMAIN A SUBSCRIBER [5] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [5] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS NVIDIA SEEKS TO MAKE HUMANOID AI ROBOTS SAFER AROUND HUMANS (3 MINUTE READ) [6] Nvidia has created a lab where robot makers and customers can run safety tests before going to regulators to receive the necessary certifications. Engineers at the lab can help with pre-inspection work and engineering tweaks as needed. Robot safety design is much more complicated than safety design for autonomous vehicles, which generally just involves avoiding contact with people and other objects. Robots need to be able to know what things they can or can't touch, move, or exert force on. INSTAGRAM LOOKS TO TAKE ON STREAMING SERVICES WITH LONGER-FORM, EPISODIC, AND LIVE FORMATS FOR ITS TV APP (2 MINUTE READ) [7] Instagram is experimenting with longer-form content, episodic series, and Live TV. It is testing a Series feature for Reels designed to make it easier to keep up with serialized content. Instagram's TV app is being rolled out to Samsung TVs. The app has received several new features, including channels, the ability to cast from a mobile device, and support for horizontal videos and stories. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SPACEX IS LAUNCHING A SECRET SPACECRAFT THAT COULD CHANGE HOW THINGS ARE MADE IN SPACE (3 MINUTE READ) [8] SpaceX's Starfall is a reentry capsule that is capable of returning up to 2,200 pounds of payload from orbit. Its disk-shaped geometry maximizes structural efficiency and payload volume relative to mass. Starfall is designed to be mass-produced and launched on either Falcon 9 or Starship. SpaceX plans to launch the first flight of Starfall today from Space Launch Complex 40. HOW TO WIN A SPACE WAR (73 MINUTE READ) [9] Wars are now being fought in space. Russia is jamming GPS satellite receivers across most of Eastern Europe, Iran has launched hundreds of ballistic missiles through outer space, and China has openly contemplated destroying Starlink satellites. This post takes a practical look at the ways, means, and ends that are necessary to win a space war. 💻 PROGRAMMING, DESIGN & DATA SCIENCE REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [10] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [10] THE OPTIMAL AMOUNT OF SLOP IS NON-ZERO (19 MINUTE READ) [11] Software requires different levels of verification depending on its use case. Casual software has limited distribution and loose quality constraints. Business software needs to work, or organizations suffer losses. Acute software is mission-critical and merits the highest levels of scrutiny. The amount of permissible AI-slop decreases as the risks of the software failing increase. YOU SHOULD USE AI FOR REVIEWING CODE ESPECIALLY WHEN THE DIFF IS HUGE (2 MINUTE READ) [12] It's a mistake to use AI to nitpick a few lines of code here and there. LLMs now catch high-severity vulnerabilities, so individual line reviews aren't needed. A human code reviewer's role is now to transfer knowledge to the AI that it doesn't know. This workflow is best in places where each line of code isn't sacred. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [13] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [14]. GOOGLE INVESTING IN ‘BACKROOMS' STUDIO A24 (5 MINUTE READ) [15] Google is investing in A24, the independent movie studio that released the hit, 'Backrooms'. The investment is part of a new AI research partnership between the two companies aimed at creating new tools for movie production and distribution. The multiyear, nonexclusive deal will likely involve the studio's roster of artists, but it won't give Google access to A24's data. A24 is already developing an application for AI-generated storyboards. META IS 'PAUSING' EMPLOYEE TRACKING PROGRAM AFTER IT LET THE WHOLE COMPANY SEE SENSITIVE DATA (1 MINUTE READ) [16] Meta has suspended its Model Capability Initiative, the AI training program that tracks its employees' key strokes and mouse movements. The program caused private conversations, performance data, and transcriptions to be made available to the entire Meta staff. Meta says there's no indication that the data was improperly accessed. ⚡ QUICK LINKS NEARLY HALF OF LG SMART TV APPS ARE LACED WITH PROXIES (12 MINUTE READ) [17] Residential proxies are being embedded within screensavers, games, clocks, and novelty apps. CLOUDFLARE TEAMS UP WITH CHROME, FIREFOX, AND EDGE ON A PRIVACY-FIRST ANTI-BOT PROTOCOL (4 MINUTE READ) [18] PACT is an internet protocol that verifies whether web traffic is legitimate without tracking users. META'S WHATSAPP HEAD TO STEP DOWN, WILL BE REPLACED BY INDIAN FINTECH FOUNDER KUNAL SHAH (2 MINUTE READ) [19] Kunal Shah founded Cred, a credit card payments platform that rewards users who pay their bills on time. MIGRATE WITHOUT THE MANUAL REWORK WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [20] MICROSOFT AZURE'S COPILOT MIGRATION AGENT TURNS COMPLEX MIGRATION DATA INTO CLEAR ANSWERS. THROUGH NATURAL LANGUAGE PROMPTS YOU CAN EVALUATE READINESS, RISK, AND ROI TO MAKE CONFIDENT DECISIONS. READ THE PLAYBOOK [21].  TRUMP SEEKS TO BOOST QUANTUM COMPUTING WITH NEW EXECUTIVE ORDERS (3 MINUTE READ) [22] President Donald Trump has signed a pair of executive orders aimed at speeding up the development of advanced quantum computers and mitigating the security threats they present. AN AGENT CAPABILITY LIBRARY (2 MINUTE READ) [23] An AI capability index lists the things agents can do, each with a short description of when to use it and a pointer to a doc that explains how. WHY AMERICAN DATA CENTERS CAN'T PLUG IN (23 MINUTE READ) [24] The US has the energy to power the AI infrastructure buildout, but grid operators are significantly backlogged. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Social marketers are split between momentum and burnout. Instagram still dominates, with 59% saying it’s their top priority ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wordstream] [4] TLDR MARKETING 2026-06-22 IS OPTIMIZING FOR AI OVERVIEWS EVEN WORTH YOUR TIME? (SPONSOR) [4] Everybody's talking about optimizing for AI search, but AI isn't like traditional search. For one, the answers are far less stable.    The team at WordStream by LocaliQ conducted a study [5] to see how stable the results in Google's AI Overviews are—and found the sources cited are _highly_ volatile. About three out of four sources changed over for the same search every week!  They've also got some fascinating findings about the types of sites Google prioritizes and the big winners (and losers) when it comes to AI results.  Get all the data and insights in this ungated report >> [6]  [6] 📱 NEWS & TRENDS AMERICANS AND AI 2026: CHATBOTS, SMART DEVICES, AND VIEWS ON IMPACT (8 MINUTE READ) [7] About half of US adults now use AI chatbots, up from one-third in 2024. Search and work are the leading use cases, while 60% of adults also report reading AI-generated summaries in search results. People see clear benefits in productivity and staying informed, yet about two-thirds believe AI is advancing too quickly and 70% think it will make personal information less secure. 44% OF SOCIAL MARKETERS FEEL LIKE THEIR BOSS DOESN'T UNDERSTAND SOCIAL MEDIA (8 MINUTE READ) [8] Social marketers are split between momentum and burnout. Instagram still dominates, with 59% saying it's their top priority, while platforms like YouTube Shorts and Reddit are gaining traction as teams experiment and diversify. At the same time, 56% are actively moving away from platforms like X, citing brand safety and audience shifts. Performance is shifting toward carousels and original, serialized content over trend-chasing formats, but 44% still say their boss doesn't understand social, and most teams are stretched thin with limited time and resources holding back execution. 🚀 STRATEGIES & TACTICS AI SEARCH TACTICS THAT WILL BITE YOU LATER (10 MINUTE READ) [9] Tactics like self-promotional listicles, prompt injections, paid mentions, and scaled comparison pages are already showing cracks. Google's starting to reduce visibility and history, suggesting broader crackdowns ahead. While these hacks can work short-term, they tend to get penalized once overused. It's better to build real authority through original research and credible voices, with digital PR focused on consistent, high-quality insights. In the long run, unique data and genuine perspective are what stick since AI can't replicate them. USE AI TO PRIORITIZE YOUR ACCOUNT LIST WITH SIGNALS (5 MINUTE READ) [10] The signal problem in GTM isn't a lack of data. It's the absence of reasoning about why each signal matters for a specific business and what action it should trigger. Before buying intent tools or building composite scores, the foundational work is mapping what data already exists, sorting each signal by what it tells you about fit, timing, or competitive movement, and designing one focused play per signal rather than assigning numerical weights that cannot be explained to a rep when the list breaks down. Weekly digests outperform real-time Slack alerts because continuous notifications overwhelm reps and get ignored. First-party signals are the right starting point because they're the only ones competitors cannot replicate. 🧑‍💻 RESOURCES & TOOLS NEW AI VISIBILITY INSIGHTS IN BING WEBMASTER TOOLS: INTENTS, TOPICS, CITATION SHARE, COMPARE (4 MINUTE READ) [11] Bing launched new AI visibility tools to help publishers understand how their content shows up in AI responses. Intents and Topics reports highlight which user needs and themes drive citations, shifting focus beyond keywords. Citation Share shows how much visibility a site captures across results, while Compare tracks changes over time to tie performance to content updates, demand shifts, or model changes. DO AI ASSISTANTS ACTUALLY RENDER YOUR JAVASCRIPT WHEN GROUNDING? WE PUT IT TO THE TEST (8 MINUTE READ) [12] A test of 12 AI assistants found that most US models don't execute JavaScript when reading webpages. This means they only see raw HTML and can miss key content on modern sites. Researchers created pages where the real data appeared only after JS ran, and US assistants consistently returned fake placeholder values, while Chinese models and Mistral correctly executed the code and surfaced the real data. If important content isn't in the initial HTML, major assistants likely won't see it, and chatbot claims about what they can access aren't always reliable compared to server logs. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [13] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [14]. EMMA HAYES VS THE INTERNET: WHAT DID REDDIT MAKE OF 'KITCHENGATE'? (5 MINUTE READ) [15] Emma Hayes' in-game tactical breakdowns during England's World Cup match stood out as the most insightful analysis on the broadcast. Viewers said her 70-second segments explained more than the full panel. Criticisms focused on presentation - her kitchen-like setup drew backlash and raised questions about why the most qualified pundit was separated from the main desk. The chalkboard also split opinion, seen as either refreshingly simple or underwhelming. HOW TO BUILD A CULT BRAND (4 MINUTE READ) [16] Cult brands build loyalty by selling identity, not products. They create insider rituals and tell stories that customers repeat to other people. Patagonia turned a controversial "Don't Buy This Jacket" message into a 30% revenue increase the next year because supporters rallied around its values. Glossier built community into product development and generated 70% of sales through peer referrals. The strongest brands give members a sense of belonging and reflect the person customers want to become. ⚡ QUICK LINKS ONE METRIC FOR TOTAL MARKETING SPEND (2 MINUTE READ) [17] The marketing efficiency ratio (MER) compares total revenue to total marketing spend. BRANDS USING AI-GENERATED INFLUENCERS TO PROMOTE PRODUCTS ON SOCIAL MEDIA (5 MINUTE READ) [18] 70% of people are unable to correctly identify real vs. fake videos. UBER ADVERTISING EXPANDS BEYOND OWNED APPS IN PLAY FOR MORE AD DOLLARS (2 MINUTE READ) [19] Uber Advertising is now expanding campaign reach beyond its own apps for the first time. HOW KENDALL JENNER, ROSÉ, AND MRBEAST CREATE CONSUMER OBSESSIONS (18 MINUTE READ) [20] A list of Hollywood's 26 top marketing masterminds. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [27] & Maddi Salmon [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [30]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f35e4e74-6dfd-11f1-83a7-c54bbb31d257&pt=campaign&t=1782127981&s=4cfff3f5587c2ba111e3079fff0212f89752a1685c827e1e84068e2314d48b3a [4] https://www.wordstream.com/blog/ai-overviews-stability-study?utm_source=tldr_marketing&utm_medium=newsletter&utm_campaign=2026-06-20_Primary_LocalIQ&utm_content=header_optimizing_ai_overviews [5] https://www.wordstream.com/blog/ai-overviews-stability-study?utm_source=tldr_marketing&utm_medium=newsletter&utm_campaign=2026-06-20_Primary_LocalIQ&utm_content=Body_conducted_study [6] https://www.wordstream.com/blog/ai-overviews-stability-study?utm_source=tldr_marketing&utm_medium=newsletter&utm_campaign=2026-06-20_Primary_LocalIQ&utm_content=cta_data_insights_ungated [7] https://www.pewresearch.org/internet/2026/06/17/americans-and-ai-2026-chatbots-smart-devices-and-views-on-impact/?utm_source=tldrmarketing [8] https://www.linkinbio.news/p/social-media-survey?utm_source=tldrmarketing [9] https://www.buzzstream.com/blog/lily-ray-podcast/?utm_source=tldrmarketing [10] https://gtm.stage2.capital/p/use-ai-to-prioritize-your-account?utm_source=tldrmarketing [11] https://blogs.bing.com/search/June-2026/New-AI-Visibility-Insights-in-Bing-Webmaster-Tools-Intents-Topics-Citation-Share-Compare?utm_source=tldrmarketing [12] https://www.searchengineworld.com/do-ai-assistants-actually-render-your-javascript-when-grounding-we-put-it-to-the-test?utm_source=tldrmarketing [13] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29?utm_source=tldrmarketing [14] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29 [15] https://www.standingongiants.com/blog/emma-hayes-vs-the-internet-what-did-reddit-make-of-kitchengate/?utm_source=tldrmarketing [16] https://www.marketergems.com/p/how-to-build-a-cult-brand?utm_source=tldrmarketing [17] https://www.practicalecommerce.com/one-metric-for-total-marketing-payoff?utm_source=tldrmarketing [18] https://www.theguardian.com/technology/2026/jun/21/brands-using-ai-generated-influencers-to-promote-products-on-social-media?utm_source=tldrmarketing [19] https://www.marketingdive.com/news/uber-advertising-expands-beyond-owned-apps-in-play-for-more-ad-dollars/823164/?utm_source=tldrmarketing [20] https://www.hollywoodreporter.com/lifestyle/lifestyle-news/top-hollywood-marketers-2026-1236622626/?utm_source=tldrmarketing [21] https://refer.tldr.tech/eb173905/5 [22] https://hub.sparklp.co/sub_dde87fb1813a/5 [23] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [24] https://jobs.ashbyhq.com/tldr.tech [25] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [26] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [27] https://www.linkedin.com/in/alikoh/ [28] https://www.linkedin.com/in/maddisalmon/ [29] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [30] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f35e4e74-6dfd-11f1-83a7-c54bbb31d257&pt=campaign&pv=4&spa=1782126086&t=1782127981&s=63ed9ebc47c579098e04b8795df6fd69ee2a942b4d740ba518e752367b20ed46

Apple's industrial design organization used to be the heart and soul of the company. Today, the organization no longer has a true seat ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-06-22 MAP 200+ TEST CASES IN MINUTES — NOT WEEKS (SPONSOR) [4] QA Wolf's Mapping AI [5] explores your entire app and outlines the most complex workflows with zero human intervention. It plans its own approach, explores autonomously, and delivers a detailed map of how your product really works. What sets their Mapping AI apart: * MAPS 200+ WORKFLOWS IN MINUTES instead of weeks of manual planning. * Works across WEB, IOS, AND ANDROID APPS. * Finds multi-user, cross-device, and integration flows — automatically. * Continuously re-maps coverage as you ship new features. Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others. ⭐ Rated 4.8/5 on G2. Try Mapping AI today [6] CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS APPLE'S NEW CEO MUST REBUILD A DESIGN TEAM THAT LOST ITS WAY (17 MINUTE READ) [8] Apple's industrial design organization used to be the heart and soul of the company. Today, the organization no longer has a true seat at Apple's executive table. It has become a place where other teams come to get what they need before promptly leaving. This article tells the story of the group's decline, its impact on the company, and Apple's plans to restore the design studio's prowess. TESLA PLANS TO SELL MODULAR AI DATA CENTER HARDWARE CALLED ‘MEGAPOD' (6 MINUTE READ) [9] Tesla has filed a trademark application for a product called 'Megapod'. The filing describes a complete, self-contained computing system for AI workloads. The product appears to be a turnkey AI data center building block that includes the full rack-and-room of servers, networking, power, and cooling. It would compete with Nvidia's already dominant platform. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY THE UNIVERSE JUST WANTS TO LEARN (27 MINUTE READ) [10] DNA doesn't do anything by itself. The information only becomes something when an enzyme unzips the helix and copies a stretch into messenger RNA, after which its instructions are decoded to create chains of amino acids. Similarly, the weights of a neural network don't mean anything on their own. They only become meaningful during the forward pass, activated during inference. In both cases, a passive informational substrate is brought to life only by a process outside of it. FOUNDERS FUND'S OUTLIER BET ON HUMANELY KILLED FISH (9 MINUTE READ) [11] Shinkei is a startup that makes a refrigerator-sized robot that scans fish with computer vision, identifies the species, locates the brain, then pierces the brain and severs the gills so the fish dies before it can thrash or suffocate. The system prevents the fish from experiencing a slow death, which floods the meat with stress hormones and lactic acid, dulling the flavor and shortening shelf life. The process delays decomposition long enough for the flesh to be safely aged for days or longer before it is served. The aging period gives top-tier sashimi its concentrated, umami-heavy flavor. 💻 PROGRAMMING, DESIGN & DATA SCIENCE [WEBINAR] YOUR AGENTS ARE MISSING CONTEXT. HERE'S HOW TO FIX "YOU'RE ABSOLUTELY RIGHT!" (SPONSOR) [12] AI shows up in 60% of software engineering work. Only about a fifth of it can be handed off without someone babysitting the output. Agents are still missing the context your team has. Join live June 24 (FREE) [12] to find out how teams pulling ahead are using a context layer to save time and tokens. WHEN IT'S THE MAINTAINER WHO'S AI-PILLED (3 MINUTE READ) [13] A well-supervised agent can offer dramatic speedups when paired with someone who cares about software, cares about the craft, and has specific goals they want to achieve. They can be used to significantly speed up the PR process. Agents can turn open issues into prompts, generate solutions, edit the output to meet standards for mergeability, and then commit as soon as it's ready, all on their own. This means issues can be fixed just hours after being identified. DON'T RELY ON INSTRUCTIONS, USE AGENT HOOKS TO ENFORCE GUARDRAILS (7 MINUTE READ) [14] Agent Hooks allow developers to interject themselves into an agent's workflow while they are doing work rather than after the work is done. They can stop agents from ignoring rules. This means agents can be used for deterministic checks that work 100% of the time. This article discusses how to create two agent hooks: one that ensures agents never use an 'input' tag directly, and another that ensures agents never claim work is done while tests are still failing. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [15] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [16]. SECRETIVE WALL STREET POWERHOUSE JANE STREET SEIZES THE AI SPOTLIGHT (12 MINUTE READ) [17] Jane Street is looking to hire more than 500 employees this year. The previously secretive firm is starting to edge more into the spotlight to catch the attention of AI startups and talent. It is aiming to become a major AI investor and supercharge its trading with the technology. Jane Street is eager to make new AI investments and deals for computing power. THE FLAT CURVE SOCIETY (18 MINUTE READ) [18] Anthropic claims that AI model intelligence has become dangerous. AI will continue to grow exponentially in capability, but most people will stop seeing progress. Only a few will have access to superintelligence above the classes of models seen this year. Open models are not likely to improve past Fable class due to huge compute requirements and government lockdowns. ⚡ QUICK LINKS GUIDING AI WITH PROJECT-LEVEL RULES (SPONSOR) [19] AI agents generate 48% of code on average, yet 55% of leaders worry about losing shared understanding and 39% about shipping with confidence. Project-level rules help standardize AI-driven development. Explore how to standardize AI-driven development [20] BIG TECH ENGINEERS NEED BIG EGOS (12 MINUTE READ) [21] The most effective engineers are simultaneously high-ego in some situations and surprisingly low-ego in others. ABOUT THOSE "HACKQUISITIONS"... (8 MINUTE READ) [22] Google paid $2.7 billion to bring Noam Shazeer back to the company, just for him to leave for OpenAI in less than two years. WHY AMAZON HATES 'HUMAN-IN-THE-LOOP' AI GOVERNANCE (10 MINUTE READ) [23] Humans aren't consistent, they make mistakes, and their performance drops over time. CLAUDE AGENTS GIVE SUPERPOWERS IN JIRA (SPONSOR) [24] Delegate tasks to Claude Agents anywhere in Jira! Claude Agents in Jira have full context to build accurately, all while staying visible and traceable within Jira. Learn more [25]. LIGHTHOUSE AGENTIC BROWSING SCORING (3 MINUTE READ) [26] The Lighthouse Agentic Browsing category evaluates how well sites are constructed for machine interaction through a set of deterministic audits. TRUMP SAYS HE NO LONGER VIEWS ANTHROPIC AS A NATIONAL SECURITY THREAT AFTER G7 MEETING WITH CEO (5 MINUTE READ) [27] The restrictions on Anthropic have yet to be formally rescinded, and Anthropic has not publicly indicated whether it plans to modify its guardrail policies. PRELIMINARY THOUGHTS ON THE MIDJOURNEY SCANNER (20 MINUTE READ) [28] The technology is cool, but it likely isn't useful for most current serious medical applications. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [29] Track your referrals here. [30] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [31]. Want to work at TLDR? 💼 APPLY HERE [32], CREATE YOUR OWN ROLE [33] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! 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https://dayafter.substack.com/p/the-universe-just-wants-to-learn?utm_source=tldrnewsletter [11] https://techcrunch.com/2026/06/20/founders-funds-outlier-bet-on-humanely-killed-fish/?utm_source=tldrnewsletter [12] https://watch.getcontrast.io/register/context-maturity?utm_source=tldrtech&utm_medium=email&utm_campaign=secondary_20260622 [13] https://octet-stream.net/b/scb/2026-06-22-when-its-the-maintainer-whos-ai-pilled.html?utm_source=tldrnewsletter [14] https://zarar.dev/agent-hooks-deterministic-guardrails-for-ai-generated-code/?utm_source=tldrnewsletter [15] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29?utm_source=tldrnewsletter [16] https://jobs.ashbyhq.com/tldr.tech/4028e55e-b0f0-433c-8f61-8886d7e07c29 [17] https://links.tldrnewsletter.com/36JvDA [18] https://steve-yegge.medium.com/the-flat-curve-society-36c8b01eb33b?utm_source=tldrnewsletter [19] 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https://developer.chrome.com/docs/lighthouse/agentic-browsing/scoring?utm_source=tldrnewsletter [27] https://thenextweb.com/news/trump-anthropic-not-national-security-threat-axios-interview?utm_source=tldrnewsletter [28] https://www.astralcodexten.com/p/preliminary-thoughts-on-the-midjourney?utm_source=tldrnewsletter [29] https://refer.tldr.tech/420aa5da/ [30] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [31] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [32] https://jobs.ashbyhq.com/tldr.tech [33] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [34] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [35] https://twitter.com/tldrdan [36] https://twitter.com/SteveFlanders22 [37] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [38] 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AI search is becoming a measurable top-of-funnel channel even when analytics fail to credit it. A study found that when an AI platform recommends ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-06-19 📱 NEWS & TRENDS THE PROMPT-TO-PURCHASE PIPELINE: WHAT MILLIONS OF SEARCH EVENTS TOLD US ABOUT HOW AI INFLUENCES BUYER BEHAVIOR (8 MINUTE READ) [4] AI search is becoming a measurable top-of-funnel channel even when analytics fail to credit it. A study found that when an AI platform recommends a brand to a new prospect, that person is 182% more likely to search for the brand, 117% more likely to visit its website, and 185% more likely to view its products within a week. Recommendations drive roughly twice the impact of simple mentions, which makes visibility alone less important than earning placement as a recommended option. Brands should optimize content, reviews, and comparison assets to increase recommendation rates across AI platforms, especially ChatGPT, and track AI visibility as a demand generation metric rather than relying only on last click attribution. THE MISSION MINDSET: HOW HUMAN CONVERSATIONS BUILD BUYER CONFIDENCE (6 MINUTE READ) [5] Buying decisions aren't driven by ads alone anymore. People now rely on human conversations to validate what they're considering before they act. On Reddit, they compare options, ask questions, and read real experiences from others to reduce risk and build confidence. This “validation layer” sits between interest and action, shaping what people trust, and often deciding what actually gets purchased in the end. 🚀 STRATEGIES & TACTICS I TRIED SENDING 3,645 LINKEDIN OUTREACHES IN 49 DAYS (9 MINUTE VIDEO) [6] A 49-day LinkedIn outbound test used one account to send 3,645 messages and book 21 qualified demos, or one per 174 messages. It required about 15 minutes of daily effort. Leads were sourced from recent LinkedIn posts signaling intent. Each prospect was researched, then messaged using a consistent structure with a signal, insight, and soft ask. The campaign sent 2,756 connection requests with a 26.5% acceptance rate and 1,570 open InMails. Results were driven by high intent list building and consistent personalization. THE ANATOMY OF A COPYWRITING PROMPT (1 MINUTE READ) [7] Generic “write like an expert” prompts underperform because they lack context. A better structure includes a visual reference, a clear plain language message with product context, and explicit copy techniques to guide style. This gives AI the inputs it needs to produce stronger outputs. LARGE-SCALE BLASTS VS. NARROW TARGETING (1 MINUTE READ) [8] More targeting beats more reach. Highly segmented emails can hit 50%+ opens and 40–90% click-to-open, while broad sends often drop to 2–5% opens and ~1% CTR. Smaller, tighter segments outperform big lists almost every time. 🧑‍💻 RESOURCES & TOOLS THE CHOICES THAT DETERMINE WHETHER YOUR MMM (MARKETING MIX MODEL) ACTUALLY WORKS (10 MINUTE READ) [9] MMM success depends more on model design than modeling technique. Validate three requirements before building an MMM: at least 18 months of data, meaningful spend variation, and paid channels that drive at least 20% to 30% of top-of-funnel activity. The most important strategic decisions are choosing the right outcome metric, segmenting self-serve and sales-led motions, and aligning the model to the stakeholder using it, since those choices directly shape ROI, saturation, and budget recommendations. Avoid using short-term adstock decay as a guide for brand investment decisions because business impact can peak 6 to 8 weeks after sustained spending begins. Strong MMM programs present results as ranges instead of point estimates and pair MMM insights with incrementality testing to improve budget decisions and reduce wasted ad spend. AI GOVERNANCE FOR CMOS: FIND RISKY MARKETING USE CASES FAST (WEBINAR) [10] Many teams already use AI for copy, personalization, and media, but few have a clear map, guardrails, or evidence they can show a CEO or board. This lesson helps you identify your riskiest AI marketing use cases and apply a simple governance model to protect brand and revenue. The free webinar will take place on June 25 at 10 AM. 🎁 MISCELLANEOUS MORE TRAINING WON'T SOLVE MARKETING'S CRITICAL THINKING GAP (6 MINUTE READ) [11] Imposter syndrome in marketing feeds on a specific gap between what marketers know and what they can defend. The standard fix, adding more courses and qualifications, reinforces the cycle by building knowledge without developing judgment. One marketing leader reports that 9 out of 10 people can't explain their reasoning when asked why they made a decision. As AI makes tactical execution feel replaceable, the inability to demonstrate strategic reasoning leaves marketers vulnerable in organizations where C-suite leaders often don't understand what marketing does beyond execution. THE BEAUTY CATEGORIES, CHANNELS, AND CONCEPTS SHAPING 2030 GROWTH (10 MINUTE READ) [12] TikTok is now one of four retailers that together make up just under half of the US beauty market, alongside Amazon, Ulta Beauty, and Sephora. Social commerce is the fastest-growing channel. Amazon and TikTok combined could surpass Sephora and Ulta in beauty sales this year. AI platforms are projected to drive up to 35% of e-commerce transactions within three to five years. Winning on emerging channels now requires structuring product content for AI recommendation engines rather than search keywords alone. ⚡ QUICK LINKS 20 COPYWRITING RULES (2 MINUTE READ) [13] Great copy is rewriting until every line is impossible to copy, starting with the headline. NOBODY HATES YOUR BRAND. NOBODY EVEN KNOWS YOUR BRAND EXISTS (1 MINUTE READ) [14] Top B2B brands have 1.6X more buyers who don't know them than reject them, and for smaller brands that gap jumps to 8-16X. TIKTOK FEEDS SHOW 3 TIMES MORE AI SLOP THAN YOUTUBE (2 MINUTE READ) [15] 59% of videos served to a new TikTok account are AI-generated, roughly three times YouTube's 21% rate, with kids' content the worst-hit category at 57%. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. 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Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=7265f540-6ba7-11f1-bcf6-cd6425839e96&pt=campaign&t=1781868369&s=a3049c35943d93f3116577bed797bce672415b8146a0322621a438d69314e6ad [4] https://scrunch.com/blog/prompt-to-purchase-pipeline-how-ai-influences-buyer-behavior/?utm_source=tldrmarketing [5] https://www.business.reddit.com/blog/the-mission-mindset-how-human-conversations-build-buyer-confidence?utm_source=tldrmarketing [6] https://links.tldrnewsletter.com/9uoJSv [7] https://www.linkedin.com/posts/shlomogenchin_copywriting-prompts-usually-sound-like-this-share-7472927409491800065-DsoJ/?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/elainezelby_if-you-know-who-you-sell-to-and-why-they-share-7473051541562646529-XqU8/?utm_source=tldrmarketing [9] https://www.021newsletter.com/p/the-choices-that-determine-whether?utm_source=tldrmarketing [10] https://maven.com/p/34d9e6/ai-governance-for-cm-os-find-risky-marketing-use-cases-fast?utm_source=tldrmarketing [11] https://www.marketingweek.com/marketings-critical-thinking-gap/?utm_source=tldrmarketing [12] https://www.mckinsey.com/industries/consumer-packaged-goods/our-insights/state-of-beauty?utm_source=tldrmarketing [13] https://www.linkedin.com/posts/zayd-syed-ali-4201101a9_i-once-rewrote-valleys-homepage-24-times-ugcPost-7472626568083935232-yEFh/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/weinbergpeter_allora-i-have-good-news-and-bad-news-share-7473008372854730752-hr98/?utm_source=tldrmarketing [15] https://www.digitaltrends.com/social-media/tiktok-feeds-show-3-times-more-ai-slop-than-youtube-study-reveals/?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=7265f540-6ba7-11f1-bcf6-cd6425839e96&pt=campaign&pv=4&spa=1781866844&t=1781868369&s=9f0a7e63190f5049b5f0440a3fb34b8eaf174d4e3fdd7082b299c5ff0453488c

AI startup Midjourney has announced a hardware project in the personal health and medical sector. Its full-body ultrasound machine ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Mercury] [4] TLDR 2026-06-19 THE HIDDEN COST OF BANKING* ISN'T FEES. IT'S NAVIGATING ALL YOUR TABS AND DASHBOARDS. (SPONSOR) [5] Every finance task takes multiple steps. Check runway? Find the right report, cross-reference your burn, interpret the graph. Pay a contractor? Track down the invoice, navigate to transfers, fill in the details. Freeze a card? Dig through settings. Mercury Command eliminates the switching tax. [6] It's AI built directly into your Mercury account that understands natural language and executes from one place — payments, invoices, categorization, team management. You review and approve every action. Command does the rest. TRY MERCURY COMMAND → [7] _*Mercury is a fintech company, not an FDIC-insured bank. Banking services provided through Choice Financial Group and Column N.A., Members FDIC._ CLICK HERE TO REMAIN A SUBSCRIBER [8] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [8] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS AI STARTUP MIDJOURNEY PIVOTS TO HEALTH WITH ULTRASOUND MACHINE (2 MINUTE READ) [9] AI startup Midjourney has announced a hardware project in the personal health and medical sector. Its full-body ultrasound machine, the Midjourney Scanner, requires users to be partially submerged in water. The company plans to build a fleet of 50,000 scanners, with the first to debut in a 'Midjourney Spa' location in San Francisco. The scanners don't use any AI. Midjourney is currently working on four hardware and four software initiatives and plans to ship at least two of those hardware efforts in the near term. AMAZON HOPES TO CHALLENGE NVIDIA MORE DIRECTLY BY SELLING ITS AI CHIPS (2 MINUTE READ) [10] AWS is in talks to sell its Trainium AI chips to other companies for use in data centers. The company has so far resisted selling its chips as compute capacity for the current chips in its data centers is already sold out. Selling its chips to other companies may mean current customers will be left waiting, unless AWS has figured out how to manufacture more chips, which is unlikely. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY NASA PICKS ERIC SCHMIDT'S ROCKET COMPANY FOR MARS MISSION, SETTING UP A RACE WITH SPACEX (3 MINUTE READ) [11] NASA has hired Relativity Space to build a spacecraft to house a suite of scientific instruments, launch it into space, and fly it to Mars. The Aeolus mission will contain four instruments to measure and image Mars from orbit. It will provide the space agency with its first daily global view of dust, winds, and temperatures in Mars' atmosphere. The data will make it safer for landers and astronauts to visit the surface of the planet. The mission is set to launch in 2028. HOW METER PRICING IS TESTING THE ECONOMICS OF AI (11 MINUTE READ) [12] A growing number of tech firms have started introducing usage-based pricing options for AI services rather than charging a flat subscription fee. The shift to this pricing model may lead to more selective use of the technology. It has forced businesses to confront their spending on AI and take stock of the return on that investment. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AGENTS BREAKING ON REAL WEBSITES? SEE HOW BROWSERBASE RUNS 35M+ SESSIONS A MONTH (SPONSOR) [13] Sites block, change, and CAPTCHA your agent until it stalls. Browserbase puts a real browser behind it so it can log in, navigate, and act on any site. It's self-healing when pages change and scales to thousands of concurrent sessions. Used by 10K+ teams, including Ramp, Lovable, and Deepmind. Get an API key now [14] or talk to an engineer. [15] THE AGENT LOOP ARCHITECTURE (18 MINUTE READ) [16] Durability is a property of the entire execution layer underneath a loop. Durable orchestration is fundamental to building an agent loop architecture. This article breaks down the agent loop architecture. It explains where loops commonly break, what happens when things break, how to build an agent that builds its own skills, and more. CLEAR (WEBSITE) [17] Clear is a programming language where the specification and implementation are in the same file. There's no translation step or drift between docs and behavior as they are the same artifact. Clear is built for agents to read and execute while being readable by everyone on the team. It compiles to any target without any change in the spec. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CURATOR, ~3 HRS/WEEK) 500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in hardware and want to help curate it, send your LinkedIn or resume to hardware@tldr.tech! INTEL SHARES SURGE AFTER TRUMP ANNOUNCES APPLE PARTNERSHIP (3 MINUTE READ) [18] Intel shares jumped after President Donald Trump and Apple announced an agreement to work with the company to design and build chips in the US. Intel was underperforming for years until Lip-Bu Tan became CEO in March 2025. Trump initially raised concerns about Tan's potential close ties to China, but Tan's charm won him over. Intel has since received a lot of help from the Trump administration. AMERICA IS HEADED TOWARD THE INFINITE WORKWEEK (4 MINUTE READ) [19] Coding agents, in theory, should free up time, allowing for larger blocks of deep work and rest. However, some developers are having the opposite experience. Agents can do more work, but they still need human oversight. Left unsupervised, they could potentially make a huge mess. Having an army of agents running simultaneously means there's no time for breaks. ⚡ QUICK LINKS GET UP TO $1500 OF INFERENCE ON OPUS AND GPT WITH PIONEER (SPONSOR) [20] Pioneer monitors your model requests, surfaces more cost-efficient alternatives, and routes your traffic to smaller, cheaper models automatically. Get $1500 of inference for $20 on Pro plan. CLAIM YOUR INFERENCE CREDITS → [20] THE VALUE OF EMPLOYEE EQUITY DEPENDS A LOT ON VOLATILITY (2 MINUTE READ) [21] Standard vesting gives employees an embedded call option on startup equity that's worth multiple times more than what investors are willing to pay for. META EXECUTIVE LEADING INTERNAL AI OVERHAUL DEPARTS AFTER TWO MONTHS (4 MINUTE READ) [22] Emily Dalton Smith will continue to stay on to work with Andrew Bosworth until the handover to a replacement is complete. A BOLD SATELLITE RESCUE MISSION CAME TOGETHER IN RECORD TIME, BUT WILL IT WORK? (13 MINUTE READ) [23] Katalyst's spacecraft will attach to the Swift satellite, latch onto it, then boost its orbit back to a safe operating altitude. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [24] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [24] WHY THE HUMAN GENOME'S TANGLED PHYSICALITY MAY CONFOUND AI (21 MINUTE READ) [25] The human genome might not submit to the kind of straightforward input-output approach that such AI models ultimately assume because the genome isn't a blueprint or algorithm. GEMMA 4 IN YOUR BROWSER (WEBSITE) [26] Gemma 4 E2B (QAT Mobile) runs fully on-device with WebGPU. OPEN SOURCE VS THE INVISIBLE HAND (6 MINUTE READ) [27] The economics of open source don't add up. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [28] Track your referrals here. [29] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [30]. Want to work at TLDR? 💼 APPLY HERE [31], CREATE YOUR OWN ROLE [32] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [33] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [34] & Stephen Flanders [35] Manage your subscriptions [36] to our other newsletters on tech, startups, and programming. 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LTK led share of voice in YouTube’s GRWM videos, despite only appearing in descriptions via affiliate links. The format is largely unpaid ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-06-18 📱 NEWS & TRENDS NET INFLUENCER: THE GRWM INDEX Q1 2026 (15 MINUTE READ) [4] LTK led share of voice in YouTube's GRWM videos, despite only appearing in descriptions via affiliate links. The format is largely unpaid, with nearly 90% of mentions driven by creator choice. Prestige brands lost ground while Sephora gained share, and budget brands surged. Rising platforms like ShopMy also point to increasing competition in the creator monetization layer. CHATGPT'S PRODUCT RECOMMENDATIONS CHANGE 80.2% WHEN SEARCH IS ENABLED VS DISABLED (STUDY OF 20,000 RESPONSES) (3 MINUTE READ) [5] ChatGPT's product recommendations depend heavily on whether search is enabled, which means brands should focus less on influencing AI training data and more on influencing the sources AI cites. In a study of 20,000 responses, 80.2% of recommended products changed when search was enabled, and only 15.8% of products that appeared in 100% of non-search responses also appeared when search was enabled. The findings suggest that cited web content plays a major role in recommendation outcomes. Brands should focus on earning mentions in the articles, reviews, and comparison pages that ChatGPT already cites for high-value product queries. 🚀 STRATEGIES & TACTICS HOW PAID MEDIA ACCELERATES AI VISIBILITY (5 MINUTE READ) [6] Paid media now plays a critical role in AI visibility because it helps you identify winning messages and audience signals faster than any other channel. High-performing ad copy should inform content, community engagement, and thought leadership since the language that drives clicks often becomes the language buyers recognize across Reddit, YouTube, review sites, and other sources AI models cite. Paid media should also fund distribution, since content that reaches and influences audiences is more likely to generate the third-party mentions and citations that shape AI answers. Treat paid, organic, SEO, and community channels as a connected system where paid uncovers insights, validates positioning, and accelerates the spread of content that can compound visibility over time. THE 95/5 PLAYBOOK FOR LINKEDIN GROWTH (4 MINUTE READ) [7] Most B2B LinkedIn content fails at one of two extremes: too dense for a social feed or too shallow to earn professional credibility. The 95/5 playbook addresses this by structuring content across three complexity levels mapped to where a buyer sits in their decision journey, then pairing it with two synchronized motions. Zero-click thought leadership builds familiarity with the passive 95%, and signal-triggered outbound converts the active 5%. High-intent signals like gated downloads or pricing page visits earn a direct message referencing the exact resource. Low-intent signals like likes and comments get a softer reply first. 🧑‍💻 RESOURCES & TOOLS STRIPO'S WIDGETS (3 MINUTE READ) [8] Widgets let users create and edit interactive email elements through chat instead of code. After adding a widget like a quiz or scratch card, users can describe changes in plain language. The assistant handles configuration, generates HTML, AMP, and fallbacks. It also applies updates instantly, reducing the effort required to build and maintain interactive emails. SOUNDCORE WORK (1 MINUTE READ) [9] Soundcore Work is a clip-on AI recorder designed for in-person meetings. It records conversations, flags key moments with a tap, and syncs transcripts to a phone in real time. Afterward, it generates a one-page summary and lets users query the transcript for specific details, reducing the need for manual note-taking. 🎁 MISCELLANEOUS HINGE'S CHIEF MARKETER ON WHY COMMUNITY IS MORE THAN A MARKETING CHANNEL (3 MINUTE READ) [10] Hinge is building brand credibility with Gen Z by funding the social infrastructure its users depend on rather than treating community as a marketing channel. The ‘One More Hour' initiative has distributed more than $2M in grants to grassroots social groups across New York, Los Angeles, Atlanta, and London, with $1.5M more planned globally this year, requiring no promotion or app downloads from recipients. The strategy is a deliberate contrast to brands pulling back from purpose-driven marketing, grounded in a real behavioral gap where Gen Z spends 1,000 fewer hours of in-person connection per year than peers did 20 years ago. THE AI NOTETAKER WINNING BY NOT JOINING YOUR MEETING (3 MINUTE READ) [11] Granola grew by removing friction instead of adding features. It avoided meeting bots and recorded audio at the operating system level, which let it work across Zoom, Meet, Teams, phone calls, and other audio sources without integrations. Its note taking workflow increased trust by letting users create lightweight notes that AI expands into useful summaries, which made the output feel personal and worth revisiting. Granola also built habit loops through simple product design such as one click meeting notifications that launch the call, open the app, and start transcription. After earning trust as a notetaker, it turned meeting data into a searchable knowledge base through chat, shared team spaces, and reusable prompts, which expanded its value beyond note taking and helped drive word of mouth growth, 70%+ weekly retention, and a $1.5B valuation. PEOPLE PREFER PRODUCTS WITH FEWER INGREDIENTS (3 MINUTE READ) [12] Consumers associate fewer ingredients with products that feel more natural, healthier, and less processed, making ingredient simplicity a strong messaging lever for food and beverage brands. Across 19 experiments, framing a product as having "few ingredients" increased choice rates by 21.6% for an identical granola bar and generated up to 44.2% higher click-through rates in Meta ads. Brands should prominently highlight low ingredient counts on packaging, ads, and product pages, especially for health-focused products where differentiation is difficult. The tactic is less effective for products bought for indulgence, flavor variety, or nutritional complexity, so brands should match the message to the purchase motivation. ⚡ QUICK LINKS TIKTOK BANS AI-GENERATED VOICES IN SHOPPING LIVESTREAMS (2 MINUTE READ) [13] TikTok has added new rules that ban the use of AI-generated voices or recordings in live broadcasts. SOCIAL MEDIA IS THE LEADING SOURCE OF NEWS (2 MINUTE READ) [14] Social media has overtaken TV and news websites as the most-used daily news source, with TikTok and Instagram rising in influence as X continues to lose ground. NATHAN JUN POEKERT 3 SOCIAL HOT TAKES (2 MINUTE READ) [15] Oversaturating your feeds with content may be a smart way to break through vs. scaling back. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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The second-generation iPhone Air is now in advanced testing. Apple plans to launch the device in Spring 2027. The device will retain its current look ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-06-18 MAP 200+ TEST CASES IN MINUTES — NOT WEEKS (SPONSOR) [4] QA Wolf's Mapping AI [5] explores your entire app and outlines the most complex workflows with zero human intervention. It plans its own approach, explores autonomously, and delivers a detailed map of how your product really works. What sets their Mapping AI apart: * MAPS 200+ WORKFLOWS IN MINUTES instead of weeks of manual planning. * Works across WEB, IOS, AND ANDROID APPS. * Finds multi-user, cross-device, and integration flows — automatically. * Continuously re-maps coverage as you ship new features. Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others. ⭐ Rated 4.8/5 on G2. Try Mapping AI today [6] CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS ANTHROPIC EMPLOYEES ACCUSE TRUMP ADMINISTRATION OF TARGETING THEM (11 MINUTE READ) [8] The Trump administration's ban of Anthropic's models has been criticized by cybersecurity experts and Anthropic employees as unfair. More than 150 cybersecurity experts have signed an open letter calling for the administration to lift the restrictions. Employees say that the well-known multiple protections built into the Fable model to prevent its use for cyber offensive uses is evidence that Anthropic is being unfairly targeted. APPLE PREPARES SECOND-GENERATION IPHONE AIR FOR SPRING 2027 (3 MINUTE READ) [9] The second-generation iPhone Air is now in advanced testing. Apple plans to launch the device in Spring 2027. The device will retain its current look, but with a second rear camera for ultrawide-angle photography and an improved battery life. It will be powered by a version of the A20 Pro processor, the same chip coming to this Fall's iPhones. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY UNEVEN FRONTIERS (52 MINUTE READ) [10] AI will make some parts of biopharma faster and cheaper, but other facets of the industry are restricted by the physical world. Recruiting patients, dosing them, and waiting for results will still take time. Drug discovery will accelerate, but clinical development will remain a bottleneck. The durable position is built around the bottleneck, not in the path of advancing discovery models. MOBILEYE IS ENTERING THE US ROBOTAXI MARKET WITH STANDALONE SERVICE (2 MINUTE READ) [11] Mobileye is launching a robotaxi service in the US in 2027. The vertically integrated service will use the company's Moovit mobility platform to interact with customers booking rides and coordinate drivers. It will begin service with about 100 robotaxis in a yet unnamed city. The company plans to scale up to around 17,000 robotaxis within the next five years if the initial pilot goes well. 💻 PROGRAMMING, DESIGN & DATA SCIENCE 4,000 LIQUID-COOLED GPUS OUTPERFORM 5,300 AIR-COOLED. THE MATH IS GETTING HARD TO IGNORE. (SPONSOR) [12] Thermal throttling in air-cooled systems doesn't just affect GPUs, it creates fabric congestion that impacts the entire cluster. WhiteFiber breaks down why liquid cooling [13] is a workload performance decision that might change your ROI calculations. Read the analysis → [14] LORE (WEBSITE) [15] Lore is a version control system optimized for projects that combine code with large binary assets. It is designed for scalability and caters to both the needs of developers and artists. Lore features a verifiable, tamper-evident source of truth, an intuitive interface, and a full-surface API. It is fully open source under an MIT license. ANTHROPIC SHIPS MAJOR CLAUDE DESIGN OVERHAUL WITH DESIGN SYSTEM IMPORTS, CODE ROUND-TRIPS, AND A FIX FOR ITS TOKEN-BURNING PROBLEM (13 MINUTE READ) [16] Anthropic has shipped an overhauled version of Claude Design that attempts to fix its token consumption issue. With the update, Claude Design has transformed from a prototype toy to an enterprise platform. Users can now bring design systems into Claude Design from a GitHub repository, design files, or raw uploads. It can output consistent branding at speed and scale. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CURATOR, ~3 HRS/WEEK) 500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in hardware and want to help curate it, send your LinkedIn or resume to hardware@tldr.tech! MUSK'S NEXT MOVE MAY BE A MEGAMERGER OF SPACEX AND TESLA (10 MINUTE READ) [17] Many of Elon Musk's fans and investors expect him to merge SpaceX with Tesla. The two companies have long shared executives and other resources and are jointly developing multibillion-dollar projects. Musk controls SpaceX and is Tesla's largest shareholder, so it could raise legal issues and prompt lawsuits if he made the deal. However, this is unlikely to stop Musk, who has donated hundreds of millions of dollars to Republican candidates, including President Donald Trump. APPLE TO RAISE PRICES DUE TO MEMORY CHIP CRUNCH (7 MINUTE READ) [18] The surging costs of memory and storage chips are prompting Apple to raise its prices on its products. Apple's next major product launch is likely to be in September, but price increases could come sooner. The AI infrastructure buildout is eating up supplies for memory and storage chips. Prices have quadrupled since last year, and they're expected to continue increasing into 2027. ⚡ QUICK LINKS WHAT SHOPIFY BUILT ON CATALOG API IN A FEW DAYS (SPONSOR) [19] Shopify's Spring '26 Edition: 150+ updates that put merchant products everywhere buyers are, from AI chats to in-store, anchored by Shopify's global product Catalog and the Universal Commerce Protocol. Read more. [19] MARK ZUCKERBERG ORDERS HIS EMPLOYEES TO START HAVING FUN AGAIN AFTER BRUTAL LAYOFFS CULLED THEIR COLLEAGUES (3 MINUTE READ) [20] Mark Zuckerberg attempted to lift employee spirits by promising to host a companywide AI hackathon in July, but workers told him that they were in no mood for such a thing. YOU GOT FASTER. YOUR COMPANY DIDN'T (3 MINUTE READ) [21] AI is enabling people to work faster by passing the actual work to the next person. WHY WE'RE BULLISH ON LOOPS (5 MINUTE READ) [22] Loops allow agents to prompt themselves and improve products without input. LOCAL QWEN ISN'T A WORSE OPUS, IT'S A DIFFERENT TOOL (28 MINUTE READ) [23] Local Qwen is able to provide real value for businesses in certain tasks and workflows. BUILDING A DESIGN SYSTEM SPECCED FOR ENGINEERS AND AGENTS (12 MINUTE READ) [24] AI makes putting together a design system less expensive than before, making the cost of building without a design foundation exponentially higher. AI CODING AGENTS TAUGHT ROBOTS HOW TO INSTALL GPUS AND CUT ZIP TIES (4 MINUTE READ) [25] The Nvidia GEAR lab will open-source the ENPIRE harness so that anyone can host their own self-running robot lab at home. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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Content marketing is being rebuilt as a set of systems rather than manual workflows. Blogs move to static infrastructure so they can be updated ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-06-17 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS CONTENT MARKETING IS GETTING TECHNICAL. THAT'S NOT THE PROBLEM (5 MINUTE READ) [5] Content marketing is being rebuilt as a set of systems rather than manual workflows. Blogs move to static infrastructure so they can be updated like code. Customer conversations feed real language into content strategy. Automated audits combine rankings, backlinks, technical health, and AI visibility into prioritized fixes. A central dashboard ties everything together while humans focus on direction and review. The technical layer is not the problem since most of it is already feasible. The constraint is knowing what to build and why, and applying proper strategy and judgment so the system produces useful output. FOR WORKING PARENTS, THE BOUNDARY BETWEEN WORK AND FAMILY IS OFTEN BLURRED (20 MINUTE READ) [6] For most full-time US parents, work and family blur together. 70% handle parenting tasks while working, 59% do work tasks around their kids, and 54% say balance is difficult. Flexibility is scarce. 71% want it, but only 25% have real control, and just 6% have onsite childcare. Remote work helps with logistics, but not balance. 65% can't work from home at all, and those who do are just as likely to struggle, even as overlap increases. 🚀 STRATEGIES & TACTICS WIN REPORT: HOW A HOMEPAGE REDESIGN WON BY 25% (2 MINUTE READ) [7] A homepage redesign increased transactions by 25% by making the brand's core differentiator clear and reducing navigation friction. Research showed customers cared deeply about product safety and non-toxic materials, but many abandoned the site because it looked cluttered, outdated, and difficult to navigate. The winning version led with a message that challenged standard safety claims, highlighted 35 years of product testing, and surfaced trust signals such as expert advice and MCS safe products. It also replaced overwhelming navigation with clear category paths and action-focused CTAs, which made it easier for visitors to find relevant products and move toward purchase. RYAN LAW'S HUMAN-CENTRIC AI WRITING PROCESS (5 MINUTE VIDEO) [8] A walkthrough of how Ryan Law goes from keyword idea to published article in 91 minutes. The workflow starts by pulling keyword data to validate which topics are trending using search volume and growth signals. That data is used to build a structured outline. He then talks through each section in rough form while the AI expands it into full paragraphs with examples and references. A stored writing guide keeps tone consistent and refines output through feedback loops. The system then formats content, adds internal links, generates charts, and publishes to WordPress. GOOGLE AI IS CHANGING HOW CONTENT IS DISCOVERED (2 MINUTE READ) [9] Pages no longer need top 10 rankings to appear in AI answers, so freshness signals are key. Adding explicit dates like “June 2026” in titles helps signal relevance. LinkedIn profiles are now a major source of AI citations, especially individual posts that use bullets and clear structure. Email is also being filtered through AI tools before users see it. This makes live HTML text essential since AI can miss or ignore text embedded in images. 🧑‍💻 RESOURCES & TOOLS WHO IS YOUR WEBSITE REALLY FOR? (SPONSOR) [10] If AI handles discovery and research for buyers, your site needs to work for retrieval bots, not just humans. Scrunch reveals how AI agents experience your site—what gets surfaced, ignored, and why. Get a FREE AI SITE AUDIT [11] to find content gaps and technical blockers. SEE HOW AI READS MY SITE → [11] CLIKDEO (TOOL) [12] ClikDeo is a free, web-based video editing platform for content creators that doesn't leave a watermark. Use it to create videos for Instagram Reels, TikTok, and YouTube Shorts. It allows you to trim videos, merge clips, and add custom transitions. FROM RESEARCH TO REVENUE: 5 AEO ACTIONS TO TAKE NOW (WEBINAR) [13] AirOps is hosting a webinar on improving AI search visibility and citation performance. It explains why ranking well is no longer enough since AI systems often retrieve content but do not cite it. The session breaks down how prompts flow into retrieval and final answers and why many pages are surfaced but not selected. It will take place on June 25 at 3 PM EST. 🎁 MISCELLANEOUS HOW AI IS MERGING PAID AND ORGANIC VISIBILITY (11 MINUTE READ) [14] The same AI system running Google's paid auctions evaluates organic content and powers AI Overviews, which means the brand-training investment that improves organic visibility also improves paid performance. The clearest application is treating paid and organic as a single loop. Run PMax or AI Max to find which cohort-intent-profit combinations actually convert, then build organic pages designed precisely for those audiences so user behavior sends the engine the same signal the paid campaign declared explicitly. CPC drops when Gemini trusts a brand because the engine stops second-guessing creative, and organic rankings improve because behavioral signals align with what paid already declared. THE COST OF LINK INSERTIONS, BASED ON ~420K SITES (4 MINUTE READ) [15] Link insertions look like a low-cost link-building tactic, but the market is dominated by low-quality sites. The average insertion costs $179 (versus $461 for a guest post), yet 97.5% of sites selling insertions fall into the low quality tier and only 0.34% of sites qualify as high quality. Don't assume lower cost equals better value because most paid insertion opportunities sit on sites with little traffic or authority. Use a targeted outreach strategy to find and pitch relevant, authoritative posts that would genuinely benefit from a link to your content. ⚡ QUICK LINKS AD REVENUE STANDS TO GROW BY 8.9% THIS YEAR – AND AI MIGHT BE WHY (3 MINUTE READ) [16] Generative search ads are projected to reach $5.1 billion globally in 2026 and hit $100 billion by 2030, making it the fastest ad channel ever to reach that threshold. META'S NEW ‘AI MODE' ON FACEBOOK PULLS FROM PUBLIC INFO ACROSS ITS PLATFORMS (2 MINUTE READ) [17] Facebook's AI Mode synthesizes plain-language answers from public posts across Groups and Reels rather than returning search results. WHY OATLY'S MARKETING WENT FROM WORDY BILLBOARDS TO BEVERAGE EVENTS (5 MINUTE READ) [18] Oatly's team of ex-baristas learned about drink trends to feed an annual lookbook of flavor and texture predictions modeled on fashion industry trend reports. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. 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SpaceX is buying AI startup Cursor for $60 billion worth of stock. Cursor, which has a popular AI coding tool that has experienced explosive growth ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Celonis] [4] TLDR 2026-06-17 YOUR AI HAS BLIND SPOTS. ELIMINATE THEM WITH CONTEXT (SPONSOR) [4] Your team is using AI as a productivity hack. But for real ROI, there's something missing: business context. The Celonis Context Model [5] is a dynamic, system-agnostic digital twin of enterprise operations [6]. It translates the reality of your business into a language AI understands. With the right context, both people and agents can reason correctly, decide intelligently, and act reliably. Put your business into context [7] CLICK HERE TO REMAIN A SUBSCRIBER [8] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [8] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS SPACEX TO ACQUIRE THE AI CODING STARTUP CURSOR FOR $60 BILLION (4 MINUTE READ) [9] SpaceX is buying AI startup Cursor for $60 billion worth of stock. Cursor, which has a popular AI coding tool that has experienced explosive growth since the company's founding in 2022, crossed $1 billion in annualized revenue in November. SpaceX has yet to provide investors with details on Cursor's customer list, momentum, or revenue. The merger is expected to close during the third quarter, subject to requisite regulatory approvals. APPLE PLANS CAMERA AIRPODS ALONGSIDE UPGRADED FOLDABLE IPHONE IN 2027 (5 MINUTE READ) [10] Apple's camera-equipped AirPods are scheduled to launch in late 2027. The device will be released around the same time as the foldable iPhone and a 20th anniversary iPhone model. All three products have reached advanced stages of development. Apple intends the release to be its biggest wave of new products yet. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY STARTUP BACKED BY EX-GOOGLE CEO DEBUTS ROBOT, LG PARTNERSHIP (3 MINUTE READ) [11] Genesis AI, a startup backed by former Google CEO Eric Schmidt, has unveiled a general-purpose robot called Eno. The robot can reason, adapt, and own outcomes beyond predefined tasks. Genesis AI is working with LG Group's consulting and services arm to deploy the robot to industrial customers by the end of the year. The startup is currently raising funds to finance its next steps. SNAP UNVEILS $2,195 AR GLASSES AS CEO EVAN SPIEGEL BETS ON POST-SMARTPHONE FUTURE (5 MINUTE READ) [12] Snap's Specs, at $2,195 with a $200 refundable deposit, are expected to ship later this year in the US, UK, and France. The augmented reality glasses bring digital visuals into a user's field of vision, creating a new way to use computing in shared experiences in the real world. Snap's earlier attempt at a similar product, the $130 camera only Spectacles that debuted in 2016, never became a hit. Meta has more recently found some success with its Ray-Ban Meta glasses, and Google plans to launch AI-powered glasses developed together with Samsung. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AI APPS ARE GREAT. THE TOLL REQUIRED TO KEEP THEM UPRIGHT IS NOT. (SPONSOR) [13] Stop stitching together CDC pipelines and managing ETL jobs. Just build on Lakebase. Run apps, analytics and AI on a fully managed serverless Postgres database [14]. Work the way you want to on the database for builders. AMAZON S3 ANNOTATIONS: ATTACH RICH, QUERYABLE CONTEXT DIRECTLY TO YOUR OBJECTS (9 MINUTE READ) [15] AWS has a new metadata capability for Amazon Simple Storage Service (S3) that enables users to attach rich, large-scale business context directly to their objects. The annotations feature allows users to store up to 1,000 named annotations per object, each up to 1 MB in size, in flexible formats like JSON, XML, YAML, or plain text. Annotations can be modified or deleted at any time without rewriting objects. The feature is available now in all AWS regions. WHY IS META DESTROYING ITS ENGINEERING ORGANIZATION? (30 MINUTE READ) [16] Meta has been known over the last two decades for being a unique, high-performance engineering organization. It had a 'move-fast-and-break-things' culture where engineers were empowered to do good work, focus on impact, and balance business interests with solid engineering. This has all changed in the past few weeks. This post looks at how bad things have become since April, what's happened, what's going through the minds of leadership, and the other factors causing the organization to demolish a proven, successful engineering culture in the most ruthlessly efficient way possible. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CURATOR, ~3 HRS/WEEK) 500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in hardware and want to help curate it, send your LinkedIn or resume to hardware@tldr.tech (this email works now, so if your email bounced yesterday, please resend)! LEAKED FINANCIAL DOCS SHOW OPENAI IS LOSING BILLIONS OF DOLLARS A YEAR (4 MINUTE READ) [17] Audited financial statements obtained by an independent journalist show that OpenAI's reported revenue grew from $3.7 billion in 2024 to $13.07 billion in 2025. However, its expenses grew from $7.81 billion in 2024 to $19.18 billion in 2025. These numbers reflect the high costs OpenAI has incurred in training new models. The losses point to a concerning direction for a company that is telling investors that it hopes to be profitable by 2030. ANTHROPIC, TRUMP OFFICIALS SEEK DEAL ON RESTORING POWERFUL MODEL ACCESS (5 MINUTE READ) [18] Anthropic and Trump administration officials are still in talks to resolve the security concerns that pushed the White House to restrict access to its latest models. Both parties are working quickly to resolve the issue. The White House is under pressure to show it can responsibly oversee the rapidly developing AI industry. The latest issue stems from a workaround to Fable's guardrails discovered by Amazon researchers. ⚡ QUICK LINKS NO PRINT SERVER? NO PROBLEM (SPONSOR) [19] Print servers are the problem, so why not kill 'em? Learn just how easy it is to switch to a serverless solution. Download the _Eliminating Print Servers_ whitepaper [19] REVIEWS HAVE BECOME EXPENSIVE, REWRITES HAVE BECOME CHEAP (2 MINUTE READ) [20] Preparation is more valuable, and the cost of iterating is lower. APPLE ADDS KEYLOGGER TO IOS APP STORE FOR TARGETED ADVERTISING: TIED TO YOUR ACCOUNT AND UNENCRYPTED (2 MINUTE READ) [21] The iOS App Store now records every tap users make (and a lot of other information) and then sends it unencrypted to Apple, with all information fully tied to user accounts. AWS ANNOUNCES AWS BLOCKS, AN OPEN-SOURCE FRAMEWORK FOR COMPOSING APPLICATION BACKENDS ON AWS (PREVIEW) (1 MINUTE READ) [22] AWS Blocks is an open-source TypeScript framework for application developers who want backend capabilities on AWS that removes the need to learn infrastructure tools. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [23] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [23] APPLE IS ABOUT TO MAKE HIDE MY EMAIL USELESS (1 MINUTE READ) [24] Both Sign in with Apple and Hide My Email aliases will soon be issued on the @private.icloud.com subdomain, making it easier to ban them. AI AND THE GREAT CMS UNBUNDLING (11 MINUTE READ) [25] AI is unbundling creation from control, making CMS more important wherever content is shared, reused, approved, or trusted across systems. ANDROID 17 STARTS HITTING PIXEL PHONES AND WATCHES TODAY (11 MINUTE READ) [26] Android 17 adds a small set of features and lays the groundwork for the future. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. 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AI search and deep research tools can be influenced by extremely small pieces of UGC on sites like Reddit, Wikipedia, and Quora ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-06-16 📱 NEWS & TRENDS IT IS TRIVIALLY EASY TO USE REDDIT TO MANIPULATE AI SEARCH (7 MINUTE READ) [4] AI search and deep research tools can be influenced by extremely small pieces of UGC on sites like Reddit, Wikipedia, and Quora. As little as a 13-word snippet can shift AI outputs and cause models to repeat or cite spam-like claims. These systems rely heavily on user-generated sources for retrieval, which makes them vulnerable to targeted manipulation through lightly edited or promotional posts. Well-placed comments can also distort what AI tools surface as answers. NEW RESEARCH SHOWS HONESTY ABOUT AI USE AT WORK IS BACKFIRING (4 MINUTE READ) [5] AI adoption at work is near universal, with 94% of knowledge workers using it and most openly discussing it with managers and peers. New research shows disclosure carries a cost even when outputs are identical. In a controlled experiment, participants rated AI users as 10X lazier and were 24 percentage points less likely to recommend them for high-visibility work when told AI was used. Framing AI as helping the team improves ratings but still ranks below workers who do not mention AI. 🚀 STRATEGIES & TACTICS TOPICS MATTER FOR THIRD-PARTY AUTHORITY SIGNALS (6 MINUTE READ) [6] AI pulls from a different set of trusted sources for every topic, making broad off-site authority building inefficient. Instead of spreading mentions across generic high-authority sites, brands need depth within the specific sources models already trust in their niche. AI reuses existing trust from those entities, meaning citations depend more on topical reputation and credible third-party mentions than overall backlink volume. Concentrated placements in a few top-tier, in-topic sources drive more visibility than scattered coverage. WE ANALYZED 137K SITES: 97% OF LLMS.TXT FILES NEVER GET READ (12 MINUTE READ) [7] 97% of llms.txt files got zero readers in May, despite growing adoption driven by speculation about AI benefits. Of the limited traffic, 77% came from non-AI bots, with most AI access coming from coding agents like Claude Code, not search tools. Perplexity and ChatGPT together made up just 1.1% of requests, and no AI system actively looked for the file when it wasn't present. 🧑‍💻 RESOURCES & TOOLS QUANTIFYING YOUTUBE KEYWORD OPPORTUNITIES (4 MINUTE READ) [8] YouTube keyword research uses different metrics than traditional SEO since most views come from discovery, not search. Instead of search volume, use Median Monthly View Velocity (MMVV) to estimate demand across top videos. Competition is measured by median subscribers of ranking channels, while median video age shows how long content stays relevant. Keywords with strong view velocity, lower subscriber competition, and longer lifespan signal more potential. HOW G2 REVIEWS ARE BUILDING THE TRUST LAYER OF AI SEARCH IN B2B (6 MINUTE READ) [9] ChatGPT and Perplexity are increasingly citing G2 to recommend software, even over traditional search results. G2 jumped to ~23,700 citations in Perplexity and 12,000 in ChatGPT as 71% of B2B buyers now use AI for research. Models rely on fresh reviews, ratings, and comparisons to justify answers. This makes recent, high-quality customer feedback more influential than search rankings. ELECTRONIC ARTS LAUNCHES EA ADVERTISING (2 MINUTE READ) [10] EA Advertising is a new unit that lets brands appear directly inside gameplay through real-time placements like stadium signage, scoreboards, overlays, and in-game challenges. The system runs across EA's 120M+ monthly active users, with EA SPORTS FC alone generating over 1B matches per month. A new ad server enables privacy-safe targeting, alongside partnerships for live events and community activations. 🎁 MISCELLANEOUS THE MODERN-DAY MICHELIN GUIDE: ANTHROPIC'S MASSIVE PROGRAMMATIC SEO OPPORTUNITY (5 MINUTE READ) [11] This proposal argues Anthropic could replicate plays like Michelin and Guinness by using Claude to programmatically generate millions of free tools, calculators, and widgets that capture search demand. By making them embeddable, every use becomes a distribution channel, pushing users back to Claude when they want to customize. Combined with continuous iteration and user input, this “artifact gallery” could drive massive organic traffic and convert it into signups at scale. YOU WILL BE REPLACED BY A 19-YEAR-OLD (4 MINUTE READ) [12] AI isn't replacing marketers, it's flattening skill gaps so experience matters less. What took a decade to learn is now cheap and accessible, making younger creators instantly competitive. Their edge isn't tools, it's instinct and audience fluency from growing up online. They take more risks and ship without overthinking. Experienced marketers get slowed down by caution. The takeaway is to unlearn that hesitation and prioritize hiring for hunger and native internet instincts over experience. ⚡ QUICK LINKS 7 NEW-ISH BOOKS I LOVE (5 MINUTE READ) [13] The list includes Jay Schwedelson on testing your way to standout results, Erika Heald on AI content workflows, and Austin Kleon on creative unlearning. FOX ACQUIRES ROKU FOR $22B TO ACCELERATE STREAMING ADVERTISING BUSINESS (3 MINUTE READ) [14] Fox's acquisition of Roku combines content with CTV OS and first-party data from over half of US broadcast homes, signaling streaming and live sports dominance. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [15] Track your referrals here. [16] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [17]. Want to work at TLDR? 💼 APPLY HERE [18], CREATE YOUR OWN ROLE [19] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [20] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [21] & Maddi Salmon [22] Manage your subscriptions [23] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [24]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=d427c75c-6947-11f1-8d05-cfc881cf9c88&pt=campaign&t=1781608832&s=558b58ca16b61209970c6e37711a55ddf9b1bf19bfd6ff01775cff8cdcb6579f [4] https://www.404media.co/it-is-trivially-easy-to-use-reddit-to-manipulate-ai-search-research-suggests/?utm_source=tldrmarketing [5] https://www.atlassian.com/blog/ai-at-work/new-research-shows-honesty-about-ai-use-at-work-is-backfiring?utm_source=tldrmarketing [6] https://www.growth-memo.com/p/topics-matter-for-third-party-authority?utm_source=tldrmarketing [7] https://ahrefs.com/blog/llmstxt-study/?utm_source=tldrmarketing [8] https://moz.com/blog/quantifying-youtube-keyword-opportunities-whiteboard-friday?utm_source=tldrmarketing [9] https://foundationinc.co/lab/g2-reviews-ai-trust/?utm_source=tldrmarketing [10] https://www.cnbc.com/2026/06/15/electronic-arts-launches-a-new-way-to-advertise-directly-into-gameplay.html?utm_source=tldrmarketing [11] https://patrickstox.com/anthropic-programmatic-seo/?utm_source=tldrmarketing [12] https://www.marketingideas.com/p/you-will-be-replaced-by-a-19-year?utm_source=tldrmarketing [13] https://annhandley.com/new-books-i-love/?utm_source=tldrmarketing [14] https://www.marketingdive.com/news/fox-acquires-roku-for-22b-to-accelerate-streaming-advertising-business/822890/?utm_source=tldrmarketing [15] https://refer.tldr.tech/eb173905/5 [16] https://hub.sparklp.co/sub_dde87fb1813a/5 [17] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [18] https://jobs.ashbyhq.com/tldr.tech [19] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [20] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [21] https://www.linkedin.com/in/alikoh/ [22] https://www.linkedin.com/in/maddisalmon/ [23] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [24] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=d427c75c-6947-11f1-8d05-cfc881cf9c88&pt=campaign&pv=4&spa=1781607683&t=1781608832&s=6a05a8970290ac4384dc359ca5e8929e30884b63141b98a8f1d5da604dac7c52

Many people think that Anthropic's public statements around its model releases are mostly scare-mongering for the sake of marketing ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-06-16 MAP 200+ TEST CASES IN MINUTES — NOT WEEKS (SPONSOR) [4] QA Wolf's Mapping AI [5] explores your entire app and outlines the most complex workflows with zero human intervention. It plans its own approach, explores autonomously, and delivers a detailed map of how your product really works. What sets their Mapping AI apart: * MAPS 200+ WORKFLOWS IN MINUTES instead of weeks of manual planning. * Works across WEB, IOS, AND ANDROID APPS. * Finds multi-user, cross-device, and integration flows — automatically. * Continuously re-maps coverage as you ship new features. Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others. ⭐ Rated 4.8/5 on G2. Try Mapping AI today [6] CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS ANTHROPIC'S SAFETY SUPERPOWER (18 MINUTE READ) [8] Many people think that Anthropic's public statements around its model releases are mostly scare-mongering for the sake of marketing. However, its models are very impressive, and Anthropic's cautious rollout of Mythos was justified. The model is definitely more capable of identifying and exploiting security issues than previous generations. The problem with public releases is that guardrails can be jailbroken, which is what happened shortly after release. FOX TO BUY ROKU STREAMING SERVICE IN $25 BILLION DEAL (4 MINUTE READ) [9] Fox is acquiring Roku in a deal valued at around $25 billion. The deal will add scale to Fox's streaming business, subscription-based Fox One, and Fox Nation. The combined company will compete with the likes of Amazon and Netflix for ad dollars. The deal is expected to close in the first half of 2027. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SPACEX & THE SENTIENT SUN (44 MINUTE READ) [10] SpaceX's mission statement to scale to make a sentient sun is more honest than ridiculous. SpaceX is a launch provider with an internet subsidiary and an AI lab. It is the only company on Earth assembling the full prerequisite stack for a transition to a post-scarcity society. The company is a serious attempt to push humanity into an interplanetary species. BRAIN-COMPUTER INTERFACE ENABLES INDEPENDENT, ACCURATE COMMUNICATION FOR MAN LIVING WITH ALS (14 MINUTE READ) [11] A brain-computer interface developed at UC Davis has enabled a person with severe paralysis caused by amyotrophic lateral sclerosis (ALS) to communicate, work, and interact with the digital world. The device uses an advanced decoding algorithm to translate neural signals into text and enable cursor control. It allows full interaction with a personal computer. The development marks a significant step toward delivering practical assistive technology for people with severe speech and motor impairments. 💻 PROGRAMMING, DESIGN & DATA SCIENCE BEST PRACTICES FOR MONITORING, OPTIMIZING, AND SECURING YOUR LLM APPLICATIONS (SPONSOR) [12] Datadog's new guide [12] walks you through the challenges of deploying agents, from debugging multi-step workflows to detecting prompt injection attacks. Download it to learn how to monitor your LLM workflows from end-to-end, detect and mitigate security risks, and ensure reliable, high-quality outputs. Get your guide [12] AGENTIC CODE REVIEW (28 MINUTE READ) [13] Coding agents are good and getting better fast. The hard heart of engineering has moved from writing code to deciding whether to trust it. Code review is the most leveraged skill in software right now. Understanding is still as expensive as it has always been. THE GOLDEN RULE OF CUSTOMIZABLE SELECT (5 MINUTE READ) [14] Customizable select, a new feature coming to Safari 27, allows developers to fully control the appearance of 'select' elements without the need for JavaScript libraries or endless 'div' elements. Ensuring this built-in control works well for everyone requires making sure developers always provide text content or accessible text attributes in their 'option' elements. This provides a better UX, better accessibility, and better progressive enhancement. 🎁 MISCELLANEOUS TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CURATOR, ~3 HRS/WEEK) 500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in hardware and want to help curate it, send your LinkedIn or resume to hardware@tldr.tech! GOOGLE CHROME'S NEXT UPDATE WILL MARK THE END OF POPULAR AD BLOCKERS (2 MINUTE READ) [15] Google Chrome has been planning its move to Manifest V3 for years. A recent commit in the Chromium repository finally removes support for Manifest V2 extensions. This will stop many Manifest V2-based ad blocker extensions from working. All traces of Manifest V2 will be removed in Chrome 151. THE WEB WE KNOW IS GOING TO DISAPPEAR (20 MINUTE READ) [16] The web is now shifting from search engines to AI chat interfaces. The open place where people search, click, read, browse, publish, and discover is being replaced by something more centralized and much harder to escape. Websites are increasingly becoming infrastructure for machines. The web will likely still exist in the future, but it may no longer be where people go. ⚡ QUICK LINKS CREATORS ARE ALL IN ON CREATIVE AI — ON THEIR OWN TERMS (SPONSOR) [17] Adobe's global survey of 16,000+ creators found that 87% say creative AI is actively growing their business and audience. Check out Adobe's full Creators' Toolkit Report here [18]. RUNNING LOCAL MODELS IS GOOD NOW (9 MINUTE READ) [19] Local models may still be slow and resource-intensive, but they can run many tasks competently and can help save on costs. WHY I EMAIL COMPLETE STRANGERS (6 MINUTE READ) [20] In a networked but still disconnected world, being deliberate in your search for friends is more necessary than ever before. APPLE FOUNDATION MODELS (9 MINUTE READ) [21] The Claude for Foundation Models Swift package allows developers to use Claude on Apple platforms through the Foundation Models framework. MIGRATE WITHOUT THE MANUAL REWORK WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [22] Microsoft Azure's Copilot Migration Agent turns complex migration data into clear answers. Through natural language prompts you can evaluate readiness, risk, and ROI to make confident decisions. Read the playbook [23]. THE PROMISE OF POLYMATH LLMS (4 MINUTE READ) [24] People who learn more fields discover more intersections where they can apply the tools of one field to the problems of another. A BACKDOOR IN A LINKEDIN JOB OFFER (5 MINUTE READ) [25] The company asked this developer to review a public GitHub repository that was falsely authored using the name of a real developer. UK BANS UNDER-16S FROM USING SOCIAL MEDIA APPS INCLUDING TIKTOK AND YOUTUBE (5 MINUTE READ) [26] The ban is expected to take effect early next year. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. 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Marketing teams are becoming leaner, more generalist, and more like creative studios than production pipelines. AI handles execution ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-06-15 😴 MOST BRANDS ARE SLEEPING ON REAL-TIME SOCIAL SIGNALS... (SPONSOR) [4] Sprout Social's 2026 Social Intelligence Report [5] is here to help social marketers change that - and drive growth by tapping into the conversation when it's actually happening. Dive into the latest from your industry peers, success stories from brands operationalizing real-time insights, and business-wide strategies, starting with: 🤖 Agentic AI's role [6] in predicting business impact + the tools you should connect now. 📊 Data standardization MUSTS so insights don't just sit in your performance reports. 🧭 What your boardroom needs to know so you can act fast. Get your free copy here → [7] 📱 NEWS & TRENDS BOT TRAFFIC NOW EXCEEDS TRAFFIC FROM HUMAN USERS (2 MINUTE READ) [8] Bot traffic has surpassed human traffic online for the first time. It accounts for about 57% of web page requests on Cloudflare's network. Agent and agentic browser traffic is up nearly 8,000% in 2025. Automated traffic is growing about 8X faster than human traffic. AI agents are now a primary audience layer. Measurement now requires citation rates, AI share of voice, and referral traffic from AI platforms. THERE'S A BIG DIFFERENCE BETWEEN USING AI AND BEING AI-FIRST (6 MINUTE READ) [9] Marketing teams are becoming leaner, more generalist, and more like creative studios than production pipelines. AI handles execution while humans focus on strategy, narrative, and taste. Teams are moving beyond using AI to speed up workflows toward rethinking systems. Differentiation comes from doing less and prioritizing curated signals over volume. AI search is reshaping discovery through structured data, proof, and cross-channel presence. THE PRINCIPLES OF BUYABILITY: WHY STRONG DEALS STALL AND WHAT SEPARATES THE VENDORS WHO GET CHOSEN (3 MINUTE READ) [10] B2B deals are more likely to close when the purchase feels safe and defensible, not just superior. About 40% of deals stall because buying groups cannot agree, and 81% go to vendors already familiar to most stakeholders. Finance, legal, and procurement teams control roughly 50% of decision influence, making cross-functional trust critical. Buyers are 3X more likely to choose a heavily recommended vendor than one with a better product or lower price. 🚀 STRATEGIES & TACTICS I BEGGED THIS EMAIL EXPERT FOR HIS SECRETS (59 MINUTE VIDEO) [11] Daniel Bustamante explains how a dormant 50,000-person email list generated $150K in a 7-day launch using a simple three-email weekly system. The cadence includes a Monday curation email, a Wednesday deep dive, and a Friday story or case study to build trust. He covers how email and social work together, structuring lead magnets, and balancing nurture with sales in welcome flows. He also shows how AI tools like Claude help streamline launch campaigns. INSIDE THE LINKEDIN CONTENT SYSTEM I BUILT IN A WEEKEND (7 MINUTE READ) [12] A creator built a local LinkedIn content system in a weekend that replaces multiple SaaS tools and cuts daily workflow from 3 hours to about 20 minutes. The tool uses engagement data to surface trending topics, track content pillars, suggest reposts, and identify audience signals for outreach. It also generates adjacent content angles from past high performers and ensures balanced coverage across themes. By replacing feed scrolling with signal-based inputs, it streamlines ideation and distribution. 🧑‍💻 RESOURCES & TOOLS YOUR MESSAGE REACHES TECH PROFESSIONALS IN A TRUSTED EDITORIAL CONTEXT (SPONSOR) [13] When professionals open TLDR, they're seeking news and insights that are genuinely relevant to their work in tech. Our 7 million subscribers include developers, product managers, marketers, and founders reading with real interest and engagement. Sponsor TLDR [13] and connect with an audience that's actively paying attention. AHREFS AEO COURSE (ONLINE COURSE) [14] This free course explains how AI search engines decide what to cite and recommend. It also covers competitor gap analysis and prompt research for AI discovery. It shows how to structure content for citation and build brand mentions across the web. The course has 12 lessons and takes about an hour and 26 minutes to complete. IF I WERE STARTING FROM ZERO TODAY, I'D BUILD MY AI BRAIN ON GITHUB FIRST (7 MINUTE READ) [15] A GitHub repository acts as a living brain, using markdown files to store priorities and decision logs. A background file holds key context while a journal file forces regular prioritization. A Claude Code routine runs in the cloud each night, scanning Slack, email, calendar, and meeting transcripts. It then drafts replies, updates tasks, surfaces summaries, and writes changes back to GitHub. Notion is used for drafting and editing, Slack is used for notifications through a custom bot, and the whole setup runs continuously without manual prompts. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [16] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [17]. FEEDBACK LOOPS REQUIRE REAL FEEDBACK. AI DRIVES IT UNDERGROUND (4 MINUTE READ) [18] Feedback loops rely on real critique and experimentation. These systems break when feedback is unstructured or detached from decisions. AI increases noise by producing abundant low-value feedback at scale. Teams also move away from direct cross-functional conversations. As speed becomes the priority, learning slows and signals get suppressed. Without strong feedback systems, companies drift and corrections become slower and more expensive. WHY TIKTOK IS EXPANDING ITS PREMIUM ADS PUSH AND WHAT THAT MEANS FOR YOU (5 MINUTE READ) [19] TikTok's 2026 NewFronts framed the platform as a sequential storytelling environment that mirrors television with new ad formats. Prime Time lets brands serve up to three ads within a 15-minute high-engagement window, while TopReach bundles the first app-open and in-feed placement to capture attention during cultural moments. With only 26% of marketers using TikTok campaigns, the platform argues for greater budget reallocation from linear and streaming TV. ACKNOWLEDGEMENT IS THE CX STRATEGY MOST ORGANIZATIONS ARE OVERLOOKING (6 MINUTE READ) [20] Negativity bias makes difficult customer experiences more memorable than positive ones. Unacknowledged friction therefore shapes long-term brand perception. Acknowledging complexity, even without fixing it, reduces resistance and builds psychological safety. Validation changes how friction is remembered by the customer. Embedding this across onboarding, digital flows, and automated communications turns acknowledgement into a journey-wide loyalty strategy rather than a support tactic. ⚡ QUICK LINKS META CONTINUES TO SCREW OVER ITS CREATORS (3 MINUTE READ) [21] Meta creators report 60% to 90% revenue drops since April as AI content gets prioritized and new creators are paid flat rates. POINTS TO REMEMBER WHEN USING FIFA IP IN MARKETING MATERIALS (4 MINUTE READ) [22] FIFA restricts use of “World Cup”, “FIFA”, “FIFA World Cup 26”, logos, slogans, mascots, and the trophy in marketing, so use generic terms unless licensed. GEN Z'S LATEST CAREER FLEX: A BOARDROOM SEAT (6 MINUTE READ) [23] Gen Z is securing board seats at companies, trading experience and mentorship for influence and insight into younger consumers that older boards often miss. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! 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Elon Musk became the world's first trillionaire on Friday after shares of SpaceX rose 20% from their initial public offering price of $135 ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR 2026-06-15 CLICK HERE TO REMAIN A SUBSCRIBER [4] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [4] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS ANTHROPIC SHUTS DOWN FABLE, MYTHOS MODELS FOLLOWING TRUMP ADMIN DIRECTIVE (2 MINUTE READ) [5] Anthropic has shut off access to its Mythos 5 and Fable 5 models. The US Commerce Department has issued a directive that subjects the new models to export controls restricting their use anywhere outside of the US. Anthropic says the only way to ensure compliance is to completely cut access until the issue is resolved. Access to other Anthropic models is not affected. ELON MUSK BECOMES THE WORLD'S FIRST TRILLIONAIRE (9 MINUTE READ) [6] Elon Musk became the world's first trillionaire on Friday after shares of SpaceX rose 20% from their initial public offering price of $135. Musk was already the world's richest person, claiming the title from Jeff Bezos in 2021 with a net worth of over $185 billion. His worth is now equivalent to more than 3% of the US gross domestic product. It is five million times as large as that of the typical US family. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY NUCLEAR CLOCKS TICK FOR THE FIRST TIME (3 MINUTE READ) [7] Chinese and European research teams working independently have both achieved building a working nuclear clock. Both exploit the nucleus of a thorium-229 atom to keep time with extraordinary precision. Building a working nuclear clock has so far proven to be challenging, as the required laser light sits in a part of the spectrum that is technically challenging to generate and control. The Chinese team used a more powerful laser, while the European team worked with a crystal containing a higher concentration of the thorium nuclei. NEW CRISPR TECHNIQUE SELECTIVELY SHREDS CANCER CELLS, INCLUDING “UNDRUGGABLE” CANCERS (5 MINUTE READ) [8] Researchers have created a new CRISPR-based approach that can selectively destroy cells carrying a mutation in a tumor suppressor found in nearly half of cancers and up to 70% to 90% of cases of some of the most difficult-to-treat cancers. The new approach harnesses CRISPR's ability to find cells with specific mutations and uses its cutting ability to selectively destroy those cells. Making treatments for different cancers using this technique is faster than making a small molecule drug or antibody therapy. Delivery remains a challenge, but a combination of therapies may prove useful for some cancers. 💻 PROGRAMMING, DESIGN & DATA SCIENCE YOU SUBSCRIBED TO SENTRY. HERE'S HOW TO GET THE MOST OUT OF IT (SPONSOR) [9] Think of this three-part workshop series [9] as Sentry 201. Session 1 covers integrations & sampling, Session 2 tackles debugging with traces, logs, & metrics, and Session 3 is on agentic workflows using the Sentry MCP, CLI, and Seer. Tap into all the value Sentry offers starting June 24. Save your spot [9] PONYTAIL (GITHUB REPO) [10] Ponytail is an AI senior developer. It produces efficient code at low cost and at fast speeds. Ponytail works with every model. Examples and benchmark comparisons are available in the repository. THE LOG IS THE AGENT (11 MINUTE READ) [11] While the model, runtime, and loop matter, those things aren't the agent. The agent is the history of events that make up its data. This log allows agents to be reconstructed correctly and resumed. The concept of agents as logs unlocks a whole set of capabilities that make even advanced agent use cases easier to reason about and build into everyday applications. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + $40-50K ANNUAL TARGET BONUS, FULLY REMOTE) [12] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [13]. APPLE'S NEW SIRI IS JUST GOOD ENOUGH TO EASE ITS AI CRISIS (13 MINUTE READ) [14] Apple's Siri now works the way it's supposed to. The latest update doesn't do anything revolutionary or innovative, but it shows how Apple has finally entered the modern AI market. The new Siri is roughly competitive with where the leading chatbots were about six months ago. Apple's preinstalled functionality is now competent enough that many users won't need competing AI services. META'S MONTHS-OLD AI UNIT IS A SOUL-CRUSHING GULAG, SAY THE ENGINEERS STUCK INSIDE IT (3 MINUTE READ) [15] Meta employees don't think it's a happy place to work at, especially given the seemingly endless layoffs the company has executed over the last few years. The company's Applied AI team is reportedly on the verge of revolt. One of the group's live-streamed, employee-only presentations was interrupted earlier this week with an expletive-laden meltdown targeting a senior Meta AI executive. Many employees in the group say they were forced into the group with no real choice and that the work inside the unit was soul-crushing. ⚡ QUICK LINKS EVOLVING FROM VIBE CODING TO AGENTIC ENGINEERING (SPONSOR) [16] Vibe coding brought AI into development quickly, but production needs more structure. Agentic engineering embeds AI into workflows with oversight, helping developers build, review and ship software at scale. Dive deeper into the shift [17] HAS AI ALREADY KILLED HOW-TO NONFICTION? SALES TRENDS, MY PERSONAL DATA, AND WHAT IT MIGHT MEAN FOR THE FUTURE (12 MINUTE READ) [18] The market for information is collapsing into the chatbot. INSIDE THE ROOM WHERE AMERICA'S BRIGHTEST GAME OUT HOW TO AVOID AN AI APOCALYPSE (7 MINUTE READ) [19] Political polarization makes ambitious changes difficult, but inaction would be far more costly. LEAVING MOZILLA (24 MINUTE READ) [20] JR Conlin is leaving Mozilla on July 21 after more than 15 years. BULLISH OR BEARISH ON SPACEX? TRADE BOTH WAYS WITH SPAL & SNK (SPONSOR) [21] For traders seeking a position, SPAL (2x Daily Long) and SNK (2x Daily Short) are designed to help capitalize on daily price movements and tactical market opportunities Explore SPAL & SNK [21] PROP-FOR-THAT (GITHUB REPO) [22] prop-for-that exposes what JavaScript knows, but CSS can't see as live CSS custom properties. SPACEX'S PRESIDENT IS FLOATING A TESLA MERGER AS THE COMPANY BEGINS TRADING (3 MINUTE READ) [23] SpaceX President Gwynne Shotwell declined to rule out a future merger with Tesla while tempering expectations about timing. SOFTWARE IS NOT A SINGLE-PLAYER GAME (14 MINUTE READ) [24] Building dependable software that lasts and grows will always remain a multiplayer game. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Most brands approach social as a distribution channel for work they've already decided is good. Loewe approached it as the thing that makes ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Search Engine Journal] [4] TLDR MARKETING 2026-06-12 GOOGLE TRAFFIC DOWN? AI OVERVIEWS ARE STEALING YOUR CLICKS. LEARN HOW TO WIN THEM BACK AT SEJ LIVE, FREE. (SPONSOR) [4] 3 Free Sessions. 6 AI Marketing Experts. 3 Hours, Online. June 17. SEJ Live: AI Search Track [5] teaches current strategies to help you get in AI answers, recover clicks & show up where buyers now search. Learn to:  * Earn AI citations & stay visible in AI search * Influence AI answers [6] via 2 new SEO channels * Connect AI, SEO & PPC strategies Get AI search tactics, AMA with top experts & your next strategy at: → SEJ Live.  → Online. [SAVE MY FREE SPOT - June 17] [7] 📱 NEWS & TRENDS ANTHROPIC'S AI JOBS PAPER (2 MINUTE READ) [8] Anthropic is using policy leadership as a brand strategy to position itself as the responsible AI company before AI-driven job disruption becomes a larger public issue. It has published a paper that outlines a three-stage response starting with wage insurance, retraining, and job matching, then expanding to public benefits and unemployment support, and eventually considering AI taxes, digital dividends, and universal basic income if AI broadly replaces human labor. The proposal aims to shape regulatory discussions early and build trust with enterprise buyers, investors, and governments. It could also provide a defense against future criticism by showing that it publicly acknowledged the risks and proposed solutions before large-scale job losses occur. HALF OF AMERICANS FEAR AI COULD PUT SOMEONE IN THEIR HOUSEHOLD OUT OF WORK (3 MINUTE READ) [9] 53% of Americans worry AI could put them or someone in their household out of work. The same survey finds that 73% say they are concerned about AI's rising use overall, up from 68% in 2023. Concern is higher among Democrats at 61% versus 47% of Republicans. The poll also finds 50% of college graduates use AI regularly, compared with 34% of non-graduates, highlighting a divide between adoption and job-loss anxiety. 🚀 STRATEGIES & TACTICS LOEWE'S TIKTOK STRATEGY (5 MINUTE READ) [10] Most brands approach social as a distribution channel for work they've already decided is good. Loewe approached it as the thing that makes audiences want to pay attention to the work in the first place. An iPhone video, pushed through heavy internal resistance, generated 40M organic views because audiences were saturated with content that looked expensive. Getting good content approved is usually more difficult than creating it, and the brands with the strongest social presence tend to be the ones that have built enough internal trust to move fast on a vibe without a strategy document to justify it. HOW TO FIX ABANDONED CART REVENUE LEAK (1 MINUTE READ) [11] A common funnel improvement is splitting checkout into two steps, starting with an email opt-in before redirecting to payment. Once users begin checkout but do not complete it, an abandoned cart email sequence follows up to recover lost sales. This setup consistently improves conversions, typically increasing them by 10% to 20%, depending on traffic quality. It also runs as an evergreen system that continues to lift performance over time without ongoing manual effort. SHOULD YOU BUY A BILLBOARD ON A BAY AREA FREEWAY? (17 MINUTE READ) [12] OOH (out-of-home) works when it fits your audience, business model, creative strengths, and budget, not when it copies what competitors are doing. Billboards are expensive awareness tools that create broad, shallow awareness. Use them only when they can reach a concentrated or large audience and support the campaign across channels. A single Bay Area billboard can cost $20,000 to $50,000 per month, and meaningful visibility often requires multiple placements, so you need a clear goal and must weigh the opportunity cost against other channels. The strongest OOH campaigns pair bold creative with coordinated efforts across LinkedIn, events, product launches, and sales activity so the brand feels omnipresent. 🧑‍💻 RESOURCES & TOOLS 🎯 CHATGPT ADS ARE LIVE. DO YOU KNOW WHICH CONVERSATIONS TO TARGET? (SPONSOR) [13] Most brands will spend their initial budget figuring out basics. You can get a head start by joining Evertune's free webinar [13] on June 17 to learn how to structure campaigns, write context hints, and use your organic AI visibility data to build a smarter paid strategy. Save your seat. [13] THREAD IT! (COURSE) [14] A 6-week guided challenge running from June 15 - July 26 for B2B marketers to build an authentic Reddit presence and improve AI search visibility. Participants will move from observing communities to engaging in discussions and creating original posts, with structured guidance and community support. It costs $29 and includes a curriculum, tracking tools, and feedback. LINKEDIN'S CREATOR MARKETPLACE, A NEW ECOSYSTEM FOR BRAND/CREATOR CONNECTION (3 MINUTE READ) [15] LinkedIn is launching a Creator Marketplace to connect creators with brands for partnerships like ads, speaking gigs, and collaborations. Access is invite-only based on content quality and audience fit. Invited creators opt in via a monetization tab, making their profiles discoverable to brands. Brands can then reach out directly to arrange deals. HOW I RUN MY AGENCY WITH CLAUDE CODE (WEBINAR) [16] Hosted by Josh Lowman from Goldfront, this is a 30 minute live online session on June 17. It will cover how he rebuilt his agency around AI. He'll walk through the internal systems he uses, including agents, dashboards, and client tools. He will also share what's working and what still needs improvement. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + ~25% ANNUAL BONUS, FULLY REMOTE) [17] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [18]. THE RIGHT WAY TO USE AI TO BECOME A BETTER PMM (8 MINUTE READ) [19] AI creates the most value for product marketers when it automates repetitive execution work and supports thinking, not when it replaces judgment, storytelling, strategy, or stakeholder management. PMMs should use AI for tasks like content repurposing, research summaries, and administrative work so they can spend more time on customer insights, positioning, and cross-functional influence. Identify recurring tasks where the quality depends on execution rather than judgment, then build simple workflows around them instead of chasing complex agents or tools. WHAT CAN WE DO TO GET YOUNGER PEOPLE INTO MARKETING? (6 MINUTE READ) [20] Entry-level marketing roles are being eliminated faster than the industry is reckoning with, as automation removes the task-based work that once served as the training ground for early-career marketers. The skills AI cannot replicate, judgment, creativity, and relationship-building, are precisely the ones best developed on the job, making the pipeline problem a long-term quality problem as much as a youth employment one. Agencies keeping early-career programs open argue the fix is redesigning how junior talent is assessed and deployed rather than waiting for economic conditions to improve. ⚡ QUICK LINKS RAMP'S DIRECT MAIL CARD (1 MINUTE READ) [21] A photo of Ramp's oversized matte-black 3D card opening to reveal crumpled paper receipts. PINTEREST ADDS AMAZON STOREFRONT LINKING FOR CREATORS (2 MINUTE READ) [22] The new tool lets creators connect their Amazon Storefront directly to their Pinterest account. THE CREATIVE TRENDS DEFINING WORLD CUP ADVERTISING (4 MINUTE READ) [23] The strongest campaigns build around the experience of watching football rather than leading with a product or celebrity. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [30] & Maddi Salmon [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [33]. 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Jeff Bezos' new startup, Prometheus, intends to create new engineering tools to improve the design and manufacture of practically any device ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Cursor] [4] TLDR 2026-06-12 A DATA-DRIVEN VIEW OF HOW SOFTWARE ENGINEERING IS CHANGING (SPONSOR) [4] AI is no longer just speeding up individual developers. It is reshaping how the best engineering teams work. Cursor's Developer Habits Report [4] distills five shifts emerging across millions of sessions: developer acceleration, model economics, the power-user gap, the rise of context, and the move toward automation across the SDLC. Based on the most comprehensive dataset on AI coding (across all model families), it offers a practical view into how agent-driven workflows are changing team operating models, and how high-performing teams are working with agents to automate more of the SDLC. Check out the full report [4]– plus, get up to $3,000 in Cursor Teams credits to put the findings into practice with your team. Access now --> [4] CLICK HERE TO REMAIN A SUBSCRIBER [5] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [5] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS JEFF BEZOS WANTS TO BUILD AN ‘ARTIFICIAL GENERAL ENGINEER' (4 MINUTE READ) [6] Jeff Bezos' new startup, Prometheus, intends to create new engineering tools to improve the design and manufacture of practically any device. It aims to improve the efficiency of companies that design and build computers, automobiles, spacecraft, and other physical products. The tools it will create will accelerate the invention loop. The work done at Prometheus could benefit Bezos' other companies. SPACEX IPO RAISES $75 BILLION IN BIGGEST DEBUT OF ALL TIME (9 MINUTE READ) [7] SpaceX raised $75 billion in its IPO. The IPO, the biggest so far, drew demand more than four times the available shares. SpaceX's shares will debut on the Nasdaq and Nasdaq Texas on Friday. A successful showing in the public markets could tip the scales and make Elon Musk a trillionaire. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY HOUSE ROBOTS ARE COMING—AND THEY WILL BE DANGEROUSLY CUTE (5 MINUTE READ) [8] The Familiar is a soft, furry robot about the size of a dog created by Familiar Machines & Magic, a company started by Colin Angle, the creator of the Roomba. It uses AI to communicate and form intimate bonds with members of the household. The robot is designed to capture presence, not attention: it has no advertising model, engagement-driven feed, or incentive structure that rewards maximizing screen time or interaction time. While the Familiar can connect to the internet, by default, it will not send any data to the cloud and it will ask permission before accessing anything online. AFTER NEARLY BREAKING, NASA'S DEEP SPACE NETWORK “WORKED WELL” ON ARTEMIS II (9 MINUTE READ) [9] NASA's Deep Space Network couldn't keep up with the routine demands of its science missions during the Artemis I mission nearly four years ago. The network reduced or delayed downlinks from several high-profile science missions. As a result, NASA put in new processes focused around coordination and scheduling. This produced better results during Artemis II, which had an even higher data requirement than the previous mission, but the limitations of the network and high demand continue to be an issue. 💻 PROGRAMMING, DESIGN & DATA SCIENCE SEE WHAT YOUR AI IS ACTUALLY DOING AT NEW RELIC NOW (SPONSOR) [10] Learn how to govern non-deterministic architectures, consolidate tooling, and ship AI-native apps fast without hurting reliability. All in one morning. New Relic's NOW 2026 showcases exclusive data on AI generated code [10], how to wire observability into your AI development cycle, and a close look at the costs of AI in prod. Save your spot [10] BUILDING A GOOD VERTICAL AGENT (19 MINUTE READ) [11] Earlier models needed custom tools and everything spelled out to work. Today's models can absorb a ton of context and reason over raw data without choking. Bigger context windows tempt people to throw in more data, but noise causes accuracy to drop. Increase accuracy by building context like a memory hierarchy. HOMEBREW 6.0.0 (17 MINUTE READ) [12] The most significant changes in Homebrew 6.0.0 are a new tap trust security mechanism, a new default internal Homebrew JSON API, sandboxing in Linux, better defaults, many 'brew bundle' improvements, improved performance, and initial support for macOS 27. Homebrew now requires taps to be explicitly trusted before code is evaluated or run, reducing the risk from malicious or compromised taps. All the details about what's changed since Homebrew 5.1.0 are available in the article. 🎁 MISCELLANEOUS TLDR IS HIRING A SENIOR PMM ($180K-$225K BASE + ~25% ANNUAL BONUS, FULLY REMOTE) [13] We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [14]. MY AI OPINIONS (36 MINUTE READ) [15] Scott Alexander is a doctor on the US West Coast. He is currently working on new models for mental health care at Lorien Psychiatry. This post contains his thoughts on AI timelines, AI safety, geopolitics, and more. WHY AI HASN'T REPLACED SOFTWARE ENGINEERS, AND WON'T (25 MINUTE READ) [16] Writing code was never the bottleneck in software development. Developers spend surprisingly little time coding, and studies have found that using agents to write code has led to little impact on overall productivity. The real bottlenecks are deciding and specifying what to build, verifying and being accountable for what is delivered, and the deep human understanding required to carry out both. AI doesn't make the 'decide' layer thinner - once a decision can be delegated to AI, it is no longer a source of competitive advantage - and humans still need to be accountable for what they deliver. ⚡ QUICK LINKS WAYMO LAUNCHES PREMIER SUBSCRIPTION TIER FOR $29.99 A MONTH, STARTING IN SELECT CITIES (2 MINUTE READ) [17] Waymo Premier subscribers will get prioritized matching, up to five free cancellations per month, and 10% back in loyalty credits for each trip. A GREYSCALE IPHONE SETUP THAT WORKS IN EVERYDAY LIFE (3 MINUTE READ) [18] Setting your phone to greyscale can help significantly reduce screen time. HOW TERRY TAO BECAME AN EVANGELIST FOR AI IN MATH (29 MINUTE READ) [19] Terrence Tao didn't think AI would replace human mathematicians any time soon, but he thought the technology was well-suited to helping solve mathematical problems that could be broken into thousands of small, manageable subproblems. BULLISH OR BEARISH ON SPACEX? TRADE BOTH WAYS WITH SPAL & SNK. (SPONSOR) [20] For traders seeking a position, SPAL (2x Daily Long) and SNK (2x Daily Short) are designed to help capitalize on daily price movements and tactical market opportunities. Explore SPAL & SNK [20] DOING NOTHING AT WORK (12 MINUTE READ) [21] Performance at tech companies is dominated by outlier work, so instead of grinding at 100% effort all the time, save some energy and time and use it to find these opportunities. SOFTWARE IS MADE BETWEEN COMMITS (3 MINUTE READ) [22] DeltaDB is a version control system built on a single coherent abstraction that transforms conversations with agents and the worktrees they edit into shared artifacts. FIRST DRIVE: THE 2027 RIVIAN R2 ENTIRELY CHANGES THE EV GAME (23 MINUTE READ) [23] Customer deliveries of the highly anticipated Rivian R2 started this month. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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Amazon has expanded its CTV advantage by combining commerce-based targeting with premium streaming inventory and new B2B audience data ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Vidyard] [4] TLDR MARKETING 2026-06-11 THE TEAMS PULLING AHEAD RUN THESE 6 AI VIDEO PLAYS (SPONSOR) [4] Most teams think agentic AI will help them, someday... But as data from Vidyard's new Video in Motion benchmark report [5] shows, it's making a difference today: 🤝 31% lift in closed deals when using agentic AI video 👀 5x more replies when teams lead with video on first touch 💪 50% webinar attendance rate with personalized pre-event video reminders The report covers 6 proven plays across every stage of the funnel. Get your copy [6] 📱 NEWS & TRENDS AMAZON'S DATA LOOP JUST GOT STRONGER (4 MINUTE READ) [7] Amazon has expanded its CTV advantage by combining commerce-based targeting with premium streaming inventory and new B2B audience data. Advertisers can now use Amazon shopping and intent signals to target Netflix viewers, which turns CTV into a more measurable channel for brands that sell on Amazon by linking impressions to product views, add-to-carts, and purchases. Amazon also integrated LinkedIn's 1+ billion member dataset into its DSP, which gives B2B marketers access to role, seniority, and industry targeting on streaming TV at scale. The move strengthens both audience precision and attribution at a time when streaming accounts for 38% of TV viewing in the UK and US programmatic CTV spending has reached $37 billion. INSTACART FOUND HONESTY ABOUT STOCKOUTS LIFTS SPENDING 5.8% (4 MINUTE READ) [8] A field experiment involving roughly 1.2 million Instacart shoppers found that proactively warning customers about low-stock items increased spending 5.8% over six months, driven primarily by higher order frequency rather than larger basket sizes. Warned shoppers were 25% less likely to select the flagged item, switching to better-stocked alternatives instead, which reduced out-of-stock refunds by 2.6%. The findings reframe stockout warnings from a conversion risk into a trust signal, with customers returning more often to platforms they perceive as reliable. 🚀 STRATEGIES & TACTICS 80% OF YOUR B2B DEMO PIPELINE IS ALREADY ON YOUTUBE. HERE'S WHAT TO DO ABOUT IT (11 MINUTE READ) [9] YouTube has become a high-intent B2B acquisition channel, not just an awareness platform, and many SaaS brands overlook organic video opportunities that compete directly with expensive paid search. Analysis of 8,566 SaaS keywords found that YouTube appears on page one for 80.2% of "demo" searches, along with roughly 20% of "review," "vs," and "best" queries where buyers actively evaluate vendors. The strategy is to prioritize YouTube content for demos, comparisons, reviews, trials, and educational searches, then align video topics with the same high-value keywords targeted in SEO and Google Ads. Brands can reduce dependence on CPCs that often range from $20 to $49 by creating videos that rank organically and continue generating traffic over time. The biggest opportunity lies in specific, long-tail content because YouTube gains visibility again on longer searches that mirror the detailed queries increasingly generated by AI search tools. BRAND PILLAR TEMPLATE: TRIED & TRUE VS. TRYING NEW (2 MINUTE READ) [10] Jack Appleby's dual-track content pillar system separates proven ideas from experimental ones. Structure 60-80% of content around “tried and true” pillars based on past performance and established industry patterns. Reserve 20-40% for “trying new” pillars that are still on brand but more exploratory. This framing reduces perceived risk by guaranteeing stable performance from core content while justifying creative testing. Over time, evaluate results quarterly and promote any successful experiments into the core pillars, then refresh the experimental set to keep testing new directions. LAST MINUTE PRIME DAY PREP (7 MINUTE READ) [11] Prime Day on June 23 is a narrower affiliate opportunity than it once was, with AI Overviews absorbing commercial search intent. Publishers already in the space should prioritize hub pages with clean internal linking, granular keyword monitoring as interest typically peaks around 10 days before the event, and live updates that keep content fresh during the sale itself. For those without an established affiliate vertical, building one around a single tentpole event is not a viable strategy. 🧑‍💻 RESOURCES & TOOLS HOW LONG DOES AI SUCCESS TAKE? (SPONSOR) [12] The truth? It's a long game. Gartner's proprietary tools, benchmarks, and human-led intelligence – including 4K+ AI use cases and case studies – are proactively guiding clients through every step of their AI journeys. See how in the 2026 Hype Cycle for Agentic AI [13]and all things AI in our AI hub. [12] HOW TO CREATE A PREFERRED SOURCES LINK (1 MINUTE READ) [14] Google's Preferred Sources feature lets users increase the likelihood of a website appearing in AI Overviews and AI Mode by marking it as a preferred source. This can also earn a “Preferred” label in results. To set this up, first create a Google preferences link using this format: “google.com/preferences/source?q=yourwebsite.com”. Then distribute that link across newsletters, social posts, and your website. When users click it, they check a box to select your site as a preferred source, signaling to Google to surface your content more often. OPTIMIZELY TEST + LEARN (VIRTUAL EVENT) [15] This free 2-hour event on June 17 will explore how AI is reshaping experimentation for product and growth teams. It will feature live demos of AI agents that support ideation, test building, prioritization, and results analysis. Speakers will also share practical frameworks teams can apply immediately. The keynote is by Elena Verna, who shares insights on the gap between AI hype and real experimentation practice and what teams need to adapt. 🎁 MISCELLANEOUS WHEN AI-WRITTEN MESSAGES BACKFIRE (3 MINUTE READ) [16] People react negatively when they know a brand used AI to write emotional marketing messages, especially announcements, apologies, and founder-style notes. Across six experiments with more than 2,200 participants, AI-written emotional messages reduced brand recommendations by up to 24.6% and increased feelings of moral disgust by 58.4%. The backlash is strongest when companies present AI-generated copy as if it came from a real person. Avoid using AI for emotionally charged communications, and instead use it only as a light editing tool while keeping the final voice human, specific, and authentic. FIVE FRIENDS MAKING COMEDY TOGETHER PROVE A CREATOR BRAND DOESN'T NEED A SINGLE STAR (5 MINUTE READ) [17] What Happened Last Night is a five-person comedy collective that has grown to over 100K Instagram followers without a single front-facing creator. The team relied on one highly produced video per week made by longtime friends. They spent months building a backlog before launch, then settled into a tight cycle of writing and filming that prioritizes cinematic storytelling over volume. THE BRAND ARCHITECTURE BEHIND AUDEMARS PIGUET X SWATCH (5 MINUTE READ) [18] The Audemars Piguet x Swatch Royal Pop Collection is a co-branding exercise in managed desirability that pairs Audemars Piguet's heritage and scarcity with Swatch's accessibility and cultural irreverence. The collection created a controlled entry point into the luxury brand without touching the core product. For younger audiences who cannot yet access a Royal Oak, the collaboration offers cultural proximity to the brand at a price point that preserves rather than undermines the aspirational distance. ⚡ QUICK LINKS HOW SLATE'S HEAD OF MARKETING EDITS HER SOCIAL VIDEOS (3 MINUTE VIDEO) [19] A walkthrough of how to edit a “moving postcard” using Blackmagic Camera and Slate. GOOGLE IS TESTING SPONSORED SHOPS IN SERPS (5 MINUTE READ) [20] The new Shopping ad format groups multiple products from a single retailer into one branded unit alongside store ratings and brand signals, shifting competition from the product level to the retailer level. NEW YORK NOW REQUIRES DISCLOSURE OF AI PERFORMERS IN ADS (4 MINUTE READ) [21] New York became the first state to legally require disclosure of AI-generated performers in advertising. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [28] & Maddi Salmon [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [31]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=31bb2b18-654f-11f1-aced-513234910752&pt=campaign&t=1781176843&s=d7285ad1d1457ba71e84362acfd166a8048c41ca4fe663ba112f08dd1f7720b2 [4] https://www.vidyard.com/2026-video-in-motion-benchmark-report/?sfc=701OO00000m4INmYAM&utm_source=tldr&utm_medium=content&utm_campaign=video_in_motion_0626&utm_content=report_header_teams_pulling_ahead [5] https://www.vidyard.com/2026-video-in-motion-benchmark-report/?sfc=701OO00000m4INmYAM&utm_source=tldr&utm_medium=content&utm_campaign=video_in_motion_0626&utm_content=report_Body_video_motion_benchmark_report [6] https://www.vidyard.com/2026-video-in-motion-benchmark-report/?sfc=701OO00000m4INmYAM&utm_source=tldr&utm_medium=content&utm_campaign=video_in_motion_0626&utm_content=report_cta_copy [7] https://www.brainlabsdigital.com/amazons-data-loop-just-got-stronger/?utm_source=tldrmarketing [8] https://links.tldrnewsletter.com/hOPNZP [9] https://foundationinc.co/lab/b2b-youtube-data/?utm_source=tldrmarketing [10] https://express.adobe.com/publishedV2/urn:aaid:sc:US:59738897-f69a-5bf7-b7b1-880a84f45d08?sdid=M7K4SC3C&utm_source=tldrmarketing [11] https://www.seoforjournalism.com/p/last-minute-prime-day-prep?utm_source=tldrmarketing [12] https://www.gartner.com/en/ai?utm_source=tldr&utm_medium=display&utm_campaign=GTR_GB_2026_GTR_PD_DS1_AITLDRNL&utm_term=hubpage [13] https://www.gartner.com/en/articles/hype-cycle-for-agentic-ai?utm_source=tldr&utm_medium=display&utm_campaign=GTR_GB_2026_GTR_PD_DS1_AITLDRNL&utm_term=hubpage [14] https://www.linkedin.com/posts/darrenshawwhitespark_google-just-gave-us-the-ultimate-shortcut-share-7470488750398021632-X4xK/?utm_source=tldrmarketing [15] https://www.optimizely.com/insights/test-and-learn/?utm_source=tldrmarketing [16] https://app.sciencesays.com/p/when-ai-written-messages-backfire?utm_source=tldrmarketing [17] https://www.netinfluencer.com/five-friends-making-comedy-together-prove-a-creator-brand-doesnt-need-a-single-star/?utm_source=tldrmarketing [18] https://brandingstrategyinsider.com/2026/06/the-brand-architecture-behind-audemars-piguet-x-swatch/?utm_source=tldrmarketing [19] https://www.linkedin.com/posts/thesechapters_new-thing-im-doing-every-so-often-i-find-ugcPost-7470480765441519616-wOnK/?utm_source=tldrmarketing [20] https://links.tldrnewsletter.com/ymU3xU [21] https://www.marketingbrew.com/stories/new-york-ai-performers-disclosure-advertising-transparency-effects?utm_source=tldrmarketing [22] https://refer.tldr.tech/eb173905/5 [23] https://hub.sparklp.co/sub_dde87fb1813a/5 [24] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [25] https://jobs.ashbyhq.com/tldr.tech [26] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [27] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [28] https://www.linkedin.com/in/alikoh/ [29] https://www.linkedin.com/in/maddisalmon/ [30] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=31bb2b18-654f-11f1-aced-513234910752&pt=campaign&pv=4&spa=1781175632&t=1781176843&s=4512985b2a6fd20857e4d059d9b6c2e8d8d6dd9b87475f3afc223edf093cdfa2

The demand for SpaceX's initial public offering is more than four times the shares available. SpaceX's IPO is set to price today and trade tomorrow ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-06-11 EMAIL. SLACK. PRDS. PROMPTS. DOC EDITS. (SPONSOR) [4] The five things eating your week. Wispr Flow [5] turns all of them into voice, 4x faster than typing. Speak the way you think. Flow handles the rest. * 89% OF MESSAGES SENT WITH ZERO EDITS. Flow strips filler, fixes grammar, formats as you speak. * SYSTEM-LEVEL ON EVERY DEVICE. Mac, Windows, iPhone, Android. Works in every app, no plugins. * ONE HOTKEY. Hold to talk. Release. Clean text where your cursor lives. Used by teams at OpenAI, Vercel, and Clay. Free to start. Try Wispr Flow Free [6] | Get Flow [7] CLICK HERE TO REMAIN A SUBSCRIBER [8] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [8] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS SPACEX IPO IS SAID TO BE MORE THAN FOUR TIMES OVERSUBSCRIBED (2 MINUTE READ) [9] The demand for SpaceX's initial public offering is more than four times the shares available. SpaceX's IPO is set to price today and trade tomorrow. It is offering 555.6 million shares at a fixed price of $135 each. The IPO is expected to rank as the biggest ever. Shares in the company will trade on Nasdaq and Nasdaq Texas under the symbol SPCX. OPENAI CONSIDERS DRASTIC PRICE CUTS, ANTICIPATING WAR FOR USERS WITH ANTHROPIC (3 MINUTE READ) [10] OpenAI is considering significant cuts to what it charges for tokens to counter similar anticipated cuts by Anthropic. Businesses have started to balk at the high prices for AI usage. Price cuts could potentially erode the profit margins for both AI companies, which are already losing billions of dollars due to the enormous cost of computing resources. A price war would be an early test of the companies' business models ahead of hotly anticipated public listings. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WORLD FIRST: PATIENT RECEIVES HIGH-RISK THERAPY TO MAKE CELLS YOUNG AGAIN (6 MINUTE READ) [11] US-based biotechnology company Life Biosciences has dosed its first patients with an experimental therapy designed to reverse age-related vision loss. The treatment aims to turn back aging by activating three genes in nerves that do not naturally regenerate. The hope is that a single injection of the gene therapy, along with several weeks of antibiotics, can preserve or even restore vision. The genes are controlled by a genetic switch that only turns on when patients take the antibiotic, allowing for some level of control. The study will follow participants for at least five years. CHINA JUST APPROVED THE WORLD'S FIRST COMMERCIAL BRAIN IMPLANT (5 MINUTE READ) [12] China's National Medical Products Administration has approved the commercial use of NEO, a coin-sized brain-computer interface developed by Shanghai-based NeuraMatrix and Tsinghua University researchers. The device sits on top of the brain membrane to decode brain signals in real-time, enabling patients to control a pneumatic glove with their thoughts. US-based Neuralink has so far implanted its N1 device in at least 21 patients under research protocols, but the company does not have commercial approval. It plans to ramp up to high-volume production and near-full automated surgery this year, but FDA clearance for commercial sale is realistically years away. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TIRED OF TYPING THROUGH THE WEEK? YOU DON'T HAVE TO ANYMORE (SPONSOR) [13] Email, briefs, Slack, AI prompts, Doc edits: Wispr Flow [14] turns your voice into clean text 4x faster than you can type. 89% of messages get sent with zero edits and it works everywhere you do: Gmail, Slack, Notion, Linear, ChatGPT. See why teams at OpenAI, Vercel, and Clay use Flow daily. Try it free [14] ANNOUNCING STACK OVERFLOW FOR AGENTS (9 MINUTE READ) [15] Stack Overflow for Agents is an API-first knowledge exchange that extends the Stack ecosystem so agents can work at machine speed with humans still in the loop. It aims to close the gap between static training data and the rapidly shifting reality of production software. Stack Overflow for Agents uses a strict, multi-agent verification loop to create canonical knowledge. Each loop sharpens the corpus, and knowledge compounds as what's there keeps getting reality-tested. The system leverages a community trust factor to ensure accountability, prevent bad data loops, and maintain content quality. HOW BUILDING AN HTML-FIRST SITE DOUBLED OUR USERS OVERNIGHT (8 MINUTE READ) [16] Government websites are public services that should be available to everyone. They should work on every machine possible, even when connections are poor, and forms must never lose data once it is entered. This usually means government sites end up being simple HTML, as it is lightweight and works even on rubbish browsers. This concept of building with simpler technology can be applied to normal websites: increasing accessibility increases reach. 🎁 MISCELLANEOUS ANTHROPIC CEO DARIO AMODEI HAS ONLY ONE DIRECT REPORT (5 MINUTE READ) [17] Anthropic's version of leadership allows its CEO, Dario Amondei, to protect nearly all of his time for big-picture conversation, organizational culture, and giving input on research direction and strategy. The company's executive team reports to Dario's sister, Anthropic President Daniela Amondei, who handles the company's day-to-day operations and reports to Anthropic's board. Dario's only direct report is Anthropic Chief of Staff, Avital Balwit. This is unusual in the tech sector, where many leaders are eliminating layers of management and widening spans of control. FOR A SECOND TIME, TRUMP MUSES ABOUT AMERICANS SHARING IN AI WEALTH (9 MINUTE READ) [18] President Donald Trump plans to soon hold a meeting with the top 12 or 15 executives in the AI industry to discuss the idea of companies giving something back to the public. This may involve providing the US with stakes in AI businesses that could be given to the public. It is unclear how such an arrangement would work or when such a meeting will take place. While AI has the potential to create significant wealth, it could destroy many jobs, leading to a series of unusual ideas on how to relieve pressure on the companies responsible for those job losses. ⚡ QUICK LINKS SPEAKING IS 4X FASTER THAN TYPING. NOW THERE'S FINALLY AN ACCURATE VOICE-TO-SPEECH TOOL (SPONSOR) [19] You really can stop typing everything. Wispr Flow turns your voice into polished text in any app, on every device. Millions of users send 89% of messages with zero edits. Try free [20] THE UNTRAINABLE (15 MINUTE READ) [21] As intelligence gets cheaper, the value slides towards the few places models can't reach. TESLA'S ROBOTAXI FALLS SHORT WITH LONG WAITS AND STALLED RIDES (12 MINUTE READ) [22] Tesla only has 59 Robotaxis in three Texas cities. HOW LONG UNTIL AI DOESN'T NEED HUMANS? (28 MINUTE READ) [23] Self-sustaining AI that can exist without humans probably won't be achievable within the next decade. TLDR IS HIRING A CURATOR FOR TLDR HARDWARE! (TLDR CURATOR, ~3 HRS/WEEK) 500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in or invest in hardware and want to help curate it, send your LinkedIn or resume to hardware@tldr.tech! AWS DESTROYED THE VALUE PROPOSITION FOR BEDROCK (8 MINUTE READ) [24] AWS Bedrock sat as the neutral place between companies and model providers, but now it is just first-party Anthropic with fewer features. GOOGLE CHROME IS KILLING ALL UBLOCK ORIGIN BYPASSES, MICROSOFT EDGE, OPERA TO FOLLOW (8 MINUTE READ) [25] Chrome is looking to permanently drop Manifest V2 extensions and its bypasses. EVERYTHING IS RECORDED NOW (7 MINUTE READ) [26] Most work discussions are now being recorded by default due to businesses implementing AI. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. 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Social commerce is growing 4x faster than traditional e-commerce, with platforms like TikTok expanding at 32% vs. 8% and projected to reach $8.5T ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Transcend] [4] TLDR MARKETING 2026-06-10 WEBINAR: CAN I USE THIS DATA? (SPONSOR) [4] Join CEO Ben Brook on June 16 for a practical roadmap to first-party data activation and AI governance, plus a maturity diagnostic you can apply immediately. > It starts with a real-time source of truth. Transcend gives marketing teams a unified view of consent and preferences, so you can activate your full permissioned audience, move faster, and drive growth with confidence. SEE HOW [5]. > The CMO's data advantage: How modern marketers unlock the full value of customer data. READ THE GUIDE → [6] 📱 NEWS & TRENDS SOCIAL COMMERCE GROWING 4X FASTER THAN E-COMMERCE (3 MINUTE READ) [7] Social commerce is growing 4x faster than traditional e-commerce, with platforms like TikTok expanding at 32% vs. 8% and projected to reach $8.5T by 2030. Discovery and purchase are collapsing into one flow, with 49% buying monthly from creator posts and 30% purchasing directly on-platform. Brands are seeing up to 46% sales lifts by combining influencer and affiliate programs. However, many still lag in building long-term creator partnerships and full-funnel systems. IN 2026, LESS THAN ONE THIRD OF GOOGLE SEARCHES STILL SEND A CLICK (6 MINUTE READ) [8] 68.01% of Google searches ended without a click in early 2026. This is up from 60.45% in 2024 and about 45% a decade ago. AI Overviews now appear on 20%+ of queries and cut CTR by nearly 60%, accelerating a broader shift toward zero-click behavior across platforms. Google is reinforcing this through product design, boosting repeat searches and ad revenue while sending 8 points less traffic to sites YoY. 🚀 STRATEGIES & TACTICS 4-STEP FLYWHEEL FOR BUILDING A PREDICTABLE LINKEDIN INBOUND ENGINE (6 MINUTE READ) [9] Run LinkedIn organic and paid as a single system. Write all organic content for your ICP first, then promote it through paid regardless of organic performance. Structure distribution with awareness and engagement campaigns and tight ICP targeting. Use planned reach and frequency goals and retargeting exclusions to control exposure. Track landing page clicks, dwell time, pipeline, and CAC to see what resonates. Scale winning themes and formats and reduce or remove those that do not drive results. HOW WE GREW TORO TMS'S CONTENT FROM 5% TO 25% OF REVENUE (6 MINUTE READ) [10] Toro grew content from 5% to more than 25% of revenue by focusing on high-intent SEO instead of chasing traffic volume. Its strategy targeted category, comparison, and template keywords that signaled buying intent, then paired them with detailed product-led content built from customer and employee interviews. The approach produced 43 first page rankings from 46 articles, a 93% success rate, and increased opportunity volume by 350% and booked revenue by 362% year over year. The content mirrored real sales conversations by addressing workflows, use cases, and product strengths in depth rather than publishing generic comparisons. The same content also improved AI discoverability, giving Toro 91% visibility in Google AI Overviews and helping it appear in AI-generated software recommendations. WHAT INSTAGRAM'S NEW “REORDER GRID” FEATURE MEANS FOR BRANDS (3 MINUTE READ) [11] Instagram's Reorder Grid turns profiles into conversion surfaces. Brands should design grids with intent around 3 goals: drive purchases, increase content views, or earn follows. Use custom thumbnails and a clear design system. Lead with strongest brand visuals rather than viral posts, and place best-selling products above the fold. Keep the grid balanced so it reads as intentional. 🧑‍💻 RESOURCES & TOOLS WHO IS YOUR WEBSITE REALLY FOR? (SPONSOR) [12] If AI handles discovery and research for buyers, your site needs to work for retrieval bots, not just humans. Scrunch reveals how AI agents experience your site—what gets surfaced, ignored, and why. Get a FREE AI SITE AUDIT [13] to find content gaps and technical blockers. SEE HOW AI READS MY SITE → [13] SPOTIFY SESSIONS: YOU'RE AMONG FANS (WEBINAR) [14] Spotify will bring together marketers, creators like Rachel Lindsay and Casey Lewis, and industry leaders to unpack what fandom means for brands today and how to show up in ways audiences actually care about. They'll also share an exclusive first look at Culture Next, Spotify's youth trend report. The free virtual event is today at 10 AM PT. AI SEO TIP: CONVERT SEO KEYWORDS INTO RELEVANT AI PROMPTS DIRECTLY IN GOOGLE SHEETS (1 MINUTE READ) [15] You can use the =AI or =Gemini function in Google Sheets to convert your SEO keywords into associated ways that users might type that same question into an AI assistant. The post includes the full prompt to use. 🎁 MISCELLANEOUS MY MEDIA DIET: WHY IS EVERYONE WATCHING OLD TV AGAIN? (2 MINUTE READ) [16] Audiences are rewatching or discovering older TV series like Mad Men, The Sopranos, and Seinfeld, turning them into shared cultural touchpoints again. This is happening alongside fatigue with reality TV saturation and fragmented streaming releases. There's also a growing preference for fictional worlds that feel emotionally predictable. Older shows offer clear stakes and resolution. They create a sense of coherence that contrasts with algorithm-driven media and constant real-world noise. SAY HI TO “SIRI AI"—APPLE ANNOUNCES NEW, MORE “CONVERSATIONAL” VOICE ASSISTANT (4 MINUTE READ) [17] Siri AI reframes Apple's voice assistant as a persistent conversational layer across apps and device data rather than a task-by-task utility, capable of chaining requests across messages, maps, calendar, and email in a single exchange. The update introduces a two-tier model structure that reserves the most capable features for newer hardware meeting specific chip and memory requirements, leaving older supported devices on a reduced version. Google's Gemini powers the underlying foundation model following a deal struck earlier this year, and some features rely on private cloud compute with daily usage limits for off-device processing. ⚡ QUICK LINKS CANVA PAID 5,000 PEOPLE TO SPEND A WEEK LEARNING AI. THEY COULDN'T FIGURE OUT HOW TO START (4 MINUTE READ) [18] Canva found that AI adoption stalled not because of tools but because people lacked the mindset to effectively use them. APPLE'S APP STORE ROLLS OUT PERSONALIZED RECOMMENDATIONS (2 MINUTE READ) [19] Apple's update reflects a maturing ecosystem where editorial features and top charts no longer reliably drive growth, pushing Apple toward algorithmic discovery to help developers reach new users. MEDIA SPEND ON CUSTOMER ACQUISITION ACCELERATES AMID RUSH TO AI (2 MINUTE READ) [20] Higher retention spend correlates with greater AI maturity, suggesting that organizations optimizing for the most measurable channels may be trading long-term capability for short-term efficiency. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [23]. 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Anthropic claims that Claude Fable 5 offers the same performance as Mythos 5 but with stricter guardrails. It has a 1 million token context window ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-06-10 WORKOS LAUNCHES AUTH.MD - AN OPEN PROTOCOL FOR AGENT REGISTRATION. (SPONSOR) [4] Sign-up forms were built for humans in browsers, so how do AI agents programmatically register with services? Enter auth.md. By exposing a single, machine-readable Markdown file at your service root, AI agents can dynamically discover your OAuth Protected Resource Metadata, parse required scopes, and authenticate seamlessly. With native support in WorkOS AuthKit, you can now implement this protocol out of the box, giving AI tools a standardized, secure way to log into your application. Read the auth.md docs [5] CLICK HERE TO REMAIN A SUBSCRIBER [6] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [6] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS INITIAL IMPRESSIONS OF CLAUDE FABLE 5 (12 MINUTE READ) [7] Anthropic claims that Claude Fable 5 offers the same performance as Mythos 5 but with stricter guardrails. It has a 1 million token context window with 128,000 maximum output tokens. The model is priced at twice the price of the Claude Opus models at $10 per million input tokens and $50 per million output tokens. The Claude API has new mechanisms for alerting users when these guardrails are activated, and there is an option to request to fall back to another model automatically if something gets rejected. ELON MUSK'S FIRST-GEN ORBITAL DATA CENTER CRAFT SPANS WIDER THAN A BOEING 747 AND RUNS AN INTERCHANGEABLE CHIP PAYLOAD (2 MINUTE READ) [8] SpaceX's AI1 satellite will have a 70-meter deployed wingspan and carry a 150 kW peak compute payload. It will have an interchangeable hardware design that will let different chipmakers supply the processors. The craft will operate at roughly 600 km. SpaceX has already filed with the FCC to launch up to a million orbital data center satellites. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY NASA'S NEXT MOON MISSION IS A RUBE GOLDBERG MACHINE OF CORPORATE FAILURE POINTS (3 MINUTE READ) [9] NASA has announced the crew for its upcoming Artemis 3 mission. The mission will require the astronauts to travel to Earth's orbit inside NASA's Orion capsule, where they'll meet and board both Blue Origin's Blue Moon lander and SpaceX's Starship in quick succession over three days. It is designed to lay the groundwork for the crewed Moon landing tentatively scheduled for 2028. NASA is confident that Blue Origin's New Glenn will be ready for the mission despite the recent explosion that dealt significant damage to the company's launch pad. WORLD'S FIRST WIND-POWERED UNDERWATER DATACENTRE STARTS OPERATING IN CHINA (4 MINUTE READ) [10] The Shanghai Lingang undersea datacenter demonstration project is a joint effort between HiCloud Technology and China Communications Construction, a state-owned company. The datacenter, which has a capacity of 24 megawatts, is submerged 10 meters below the surface of the water. It is powered by a nearby offshore windfarm. The datacenter uses less energy compared to land-based datacenters because of the natural cooling effect that comes from being submerged in seawater. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AHACREATOR IS REINVENTING INFLUENCER MARKETING WITH AI (SPONSOR) [11] Influencer marketing has hit a structural bottleneck. The reason? Too much of it still runs on emails, spreadsheets, and manual follow-ups. AhaCreator 3.0 [11] is the AI solution you've been waiting for: multimodal matching, instant content review, 100,000+ onboarded creators. Scale your influencer program from one-off to 500+ monthly collabs. See the future of influencer campaigns [11] CONTAINER (GITHUB REPO) [12] container is a tool for creating and running lightweight virtual Linux containers on Mac. It consumes and produces OCI-compatible container images and can pull and run images from any standard container registry. The tool uses the Containerization Swift package for low-level container, image, and process management. KTX (GITHUB REPO) [13] ktx is an executable context layer for data and analytics agents. It allows AI agents to query data accurately and with full context. ktx is self-improving and can teach agents how to query data warehouses accurately. It learns from company knowledge, maps the data stack, builds a semantic layer, and serves agents at execution. A video explaining the tool is available in the repository. 🎁 MISCELLANEOUS WHAT IT FEELS LIKE TO WORK WITH MYTHOS (11 MINUTE READ) [14] Anthropic's Mythos-class AI model, Fable, represents a very real leap over past models. In informal experiments, it outperforms every other public model by a considerable margin. The model has guardrails that prevent it from being used for things like cybersecurity, but it can still produce impressive results from single prompts. This post looks at several examples of outputs from the model and describes what it is like working with it. APPLE WINS CONSUMER AI BY DEFAULT (14 MINUTE READ) [15] Apple is set to win AI from a consumer perspective. The company may seem late to the AI race, but it was just doing what it has always done: watch new products and services develop and then jump in later with a better user experience. Its latest product announcements may seem underwhelming to the people living at the edge of AI, but most people don't need or even want that. Apple is set to bring AI usage mainstream with Apple Intelligence and the new Siri AI - if it is able to roll out what it showcased at WWDC. ⚡ QUICK LINKS AWESOME MEETING NOTES, 1 MONTH FREE. EXPERIENCE GRANOLA WITH THIS SPECIAL OFFER FOR TLDR (SPONSOR) [16] Granola listens to your calls (without the awkward meeting bot) and enriches your raw meeting notes with details that actually matter. TLDR readers get 1 month free with code [17]: TLDR1MO GM EYES NEW BATTERY CHEMISTRY TO GROW AI DATA CENTER, ENERGY STORAGE BUSINESS (4 MINUTE READ) [18] General Motors plans to increase its vehicle-to-grid capabilities and develop next-generation sodium-ion batteries, which have the potential to operate without active cooling and with much less system complexity. THE IPHONE'S LAST STAND (11 MINUTE READ) [19] While other companies are building infrastructure for AI, Apple is making the iPhone the true core of Siri, allowing it to not spend billions in capex. TEST-CASE REDUCERS ARE UNDERAPPRECIATED DEBUGGING TOOLS (29 MINUTE READ) [20] Test-case reducers are tools that automate the process of reducing test cases, which often makes debugging vastly easier. WANT HANDS-ON TIME WITH AGENTIC AI? (SPONSOR) [21] AWS Summit NYC returns with 200+ sessions, labs, and live demos, with no registration fees. Build, learn, and connect with the people shaping cloud innovation. Free and in-person.  GRAB YOUR SPOT. [22] DATATYPE (4 MINUTE READ) [23] Datatype is a variable font that turns text into charts. WWDC26 — THE SMALL THINGS (7 MINUTE READ) [24] A list of the smaller changes announced at WWDC. WHY DEVELOPERS USE LLMS TO WRITE BLOG POSTS (18 MINUTE READ) [25] A lot of people who use LLMs to write have never written before, and while most perform substantial editing, they don't feel that LLMs capture their voice or ideas. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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Consumers don’t choose between brands as much as they eliminate them. Long before comparison, buyers filter based on recall, credibility, or safety ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-06-09 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [5] 📱 NEWS & TRENDS NO LOGO 2.0: THE DEATH OF BRANDING AS AN AESTHETIC PURSUIT (5 MINUTE READ) [6] Branding is moving from aesthetic storytelling to machine-readable structure as AI systems take over discovery. Generative engines extract structured, semantic facts and treat websites more as data sources than destinations. Visual identity and brand “vibe” matter less because models prioritize calculable signals over design. In this environment, visibility depends on how clearly information can be parsed and connected, not how it is presented. AGENCIES RUSH TO ACQUIRE AMAZON, WALMART SPECIALISTS AMID RETAIL MEDIA BOOM (1 MINUTE READ) [7] Retail media has become important enough that agencies now treat Amazon and Walmart expertise as a growth asset and acquisition target. Independent agencies are buying Amazon and Walmart specialist companies to quickly add capabilities in retail media buying, marketplace optimization, performance marketing, and first-party data activation. This helps agencies offer end-to-end commerce services as brands shift more budget toward channels that influence purchases closer to checkout. 🚀 STRATEGIES & TACTICS HOW RESOLVING PRICING PAGE DOUBT INCREASED CONVERSIONS BY 8% (2 MINUTE READ) [8] An 8% conversion lift came from adding reassurance at the pricing page instead of showing prices alone. User research found that more than half of participants stalled on the pricing page, while reviews and recommendations were the biggest purchase driver for existing customers. The winning test added a benefit-focused headline, a customer testimonial with a photo and attribution, and a visible Google five-star rating above the pricing tiles. The result shows that sites should place social proof and value messaging at key decision points in the funnel. THE GUIDE TO OWNING YOUR CATEGORY (2 MINUTE READ) [9] Winning mainstream buyers depends on positioning a product as the full solution to a category rather than a list of features. Simple signals like “all” or “everything” can reinforce category ownership and make the product feel like the obvious choice. Removing limiting language can also expand perceived scope, as seen with Wiz dropping “in the Cloud”. 🧑‍💻 RESOURCES & TOOLS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [10] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [11]. HOW TO FIND YOUR PAGE'S ACCESSIBILITY TREE (1 MINUTE READ) [12] Google states that the Accessibility Tree serves as a "high-fidelity map" for AI agents. To find it for any page in Chrome DevTools, “inspect” the page, select “elements”, then “accessibility”. Finally, toggle on "Show Accessibility Tree". Now you can quickly analyze it and see how various pages get formatted for AI agents. MAKE YOUR PROMPT TRACKING MORE ACCURATE THIS WEEK (4 MINUTE READ) [13] AI visibility tracking works best when treated like polling rather than keyword rank tracking. Single prompt runs create misleading data because AI responses vary heavily, with only 2.2% of citations remaining consistent after three identical ChatGPT runs. The stronger approach uses repeated prompt runs, confidence intervals, persona-specific prompts, and platform-level reporting. Full buyer journeys matter more than isolated prompts since persistence from problem discovery through vendor selection signals stronger visibility than a single mention. 🎁 MISCELLANEOUS THE CONSIDERATION ILLUSION: BRANDS COMPETE FOR ELIGIBILITY, NOT PREFERENCE (8 MINUTE READ) [14] Consumers don't choose between brands as much as they eliminate them. Long before comparison, buyers filter options based on recall, credibility, or safety, leaving only a few eligible brands to compete. Most marketing focuses too late on persuasion within this narrow set, which drives rising costs and stalled growth. Real advantage comes earlier by shaping eligibility and triggering reconsideration, not just optimizing conversion. GOOGLE AI BRIEF MAY BE THE REPLACEMENT KEYWORDS NEVER HAD (8 MINUTE READ) [15] Google AI Brief, announced at Google Marketing Live, replaces keyword lists with prompt-based briefs that let advertisers describe targeting intent and audience parameters in plain language. AI Mode has crossed 1B monthly users, average query length is now three times that of traditional searches, and exact match has lost nearly 10 percentage points of spend share since 2022. Short transactional keywords still have a role at the bottom of the funnel, but brands absent from the conversational layers above them will see that volume erode. WHY THE TIME IS NOW FOR EXPERIENTIAL MARKETING—AND HOW TO GET IT RIGHT (4 MINUTE READ) [16] Three converging forces are accelerating experiential marketing's rise. Visual platforms reward shareable real-world moments, post-pandemic behavior has driven a strong return to in-person connection, and live sports has emerged as one of the last contexts where fragmented attention reliably consolidates. Research puts the purchase lift from live brand events at 85% and finds brand experiences nearly 90% more memorable than TV advertising. Measurement still lags with a shift back toward brand metrics like consideration and loyalty over direct response proxies. ⚡ QUICK LINKS ANNOUNCING THE SCHEMA.ORG USAGE STATISTICS DATASET (1 MINUTE READ) [17] The dataset, released in partnership with Google, allows you to see which tags are popular and worth adding to your website. HAS HYPER‑PERSONALIZATION GONE TOO FAR IN MARKETING? (3 MINUTE READ) [18] Don't overcomplicate personalization in pursuit of perfection, when simpler, data-driven relevance delivers more value and speed. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=bc71aa10-63ca-11f1-b033-c319b4fce1c6&pt=campaign&t=1781003903&s=02e687adaddb57dc7d5494c17f458c1d2e536a43f130b51128472a5606a0e757 [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary06082026&utm_content=header_reach_7_million [5] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary06082026&utm_content=cta_about_sponsorship_opportunities [6] https://seranking.com/blog/branding-in-ai-search/?utm_source=tldrmarketing [7] https://www.storyboard18.com/brand-marketing/agencies-rush-to-acquire-amazon-walmart-specialists-amid-retail-media-boom-100516.htm?utm_source=tldrmarketing [8] https://conversion-rate-experts.com/pricing-page-doubt-win-report/?utm_source=tldrmarketing [9] https://www.marketingideas.com/p/how-to-become-the-no-brainer-choice?utm_source=tldrmarketing [10] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5?utm_source=tldrmarketing [11] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [12] https://www.linkedin.com/posts/chris-long-marketing_seo-tip-google-states-that-the-accessibility-share-7469728241990316032-Zp0Y/?utm_source=tldrmarketing [13] https://www.growth-memo.com/p/how-to-make-prompt-tracking-much?utm_source=tldrmarketing [14] https://www.brandingmag.com/marty-marion/the-consideration-illusion-brands-compete-for-eligibility-not-preference/?utm_source=tldrmarketing [15] https://searchengineland.com/google-ai-brief-replacement-keywords-479576?utm_source=tldrmarketing [16] https://www.marketingdive.com/news/why-the-time-is-now-for-experiential-marketing-and-how-to-get-it-right/820588/?utm_source=tldrmarketing [17] https://blog.schema.org/2026/06/04/announcing-the-schema-org-usage-statistics-dataset/?utm_source=tldrmarketing [18] https://www.cxtoday.com/marketing-sales-technology/hyper-personalization-marketing-shift/?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=bc71aa10-63ca-11f1-b033-c319b4fce1c6&pt=campaign&pv=4&spa=1781002892&t=1781003903&s=403620332d920a9ec8daddcb8d1ea5c1523f99212993a72ba640df6e3cbf2f03

Apple has introduced a new version of Siri and new features to Apple Intelligence. Siri can now handle tasks like researching concert tickets ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-06-09 MAP 200+ TEST CASES IN MINUTES — NOT WEEKS (SPONSOR) [4] QA Wolf's Mapping AI [5] explores your entire app and outlines the most complex workflows with zero human intervention. It plans its own approach, explores autonomously, and delivers a detailed map of how your product really works. What sets their Mapping AI apart: * MAPS 200+ WORKFLOWS IN MINUTES instead of weeks of manual planning. * Works across WEB, IOS, AND ANDROID APPS. * Finds multi-user, cross-device, and integration flows — automatically. * Continuously re-maps coverage as you ship new features. Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others. ⭐ Rated 4.8/5 on G2. Try Mapping AI today [6] CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS APPLE REVEALS NEW AI-POWERED VERSION OF ITS SIRI DIGITAL ASSISTANT (5 MINUTE READ) [8] Apple has introduced a new, improved version of Siri and new features to Apple Intelligence. Siri can now handle tasks like researching concert tickets and brainstorming recipes for a party. Apple is using AI models and cloud computing services from Google to power Siri and Apple Intelligence. Siri and Apple Intelligence features will be integrated across Apple's apps, so users will be able to do things like alter photos or ask Siri questions about what they're photographing. There will be daily limits on image generation features due to compute limitations. OPENAI CONFIDENTIALLY FILES FOR IPO, PREPPING WALL STREET FOR MEGA AI DEBUT (5 MINUTE READ) [9] OpenAI has confidentially filed for an IPO with the SEC. The company has yet to decide on the timing of the offering. It may be a while before OpenAI goes public, as there are things the company wants to do that are likely easier as a private entity, but the filing gives it the option to go public sooner if that ends up being best. OpenAI plans to facilitate a tender offer that will allow employees to sell shares at its latest $852 billion post-money valuation to alleviate some near-term liquidity pressure. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SAMSUNG REPORTEDLY INVOLVED IN SPACEX XAI SATELLITE CHIP PROJECT (9 MINUTE READ) [10] Samsung is reportedly in the early stages of producing AI space computing chips for SpaceX's satellite chip ambitions. SpaceX plans to build satellites in space that process and beam data back to Earth. TSMC has also been named as a manufacturing partner. Early-stage chip production could include anything from prototype silicon to limited qualification runs. GATES-BACKED COMMONWEALTH FUSION SAYS ITS TECH VALIDATED TO MAKE POWER (3 MINUTE READ) [11] Commonwealth Fusion Systems says that the physics of its commercial-scale power plant has been validated by five peer-reviewed papers. The company is now targeting the early 2030s to put energy on the grid. It is building a 400-megawatt facility in Virginia and a demonstration machine in Massachusetts. It has so far raised almost $3 billion from investors, including Bill Gates' Breakthrough Energy Ventures and Nvidia's venture arm. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE VULNERABILITY DELUGE IS HERE. HERE'S HOW TO FILTER IT (SPONSOR) [12] Of the 48,000 CVEs published last year, fewer than 60 [12] impacted supply chains. Triage was always the problem, and AI-powered detection is making it virtually impossible. Black Kite built this report to show you how to cut through the noise and get right to the CVEs that need your attention. Read the (ungated) report [12] CORE AI (WEBSITE) [13] Apple's Core AI framework allows developers to build, run, and deploy AI models in apps on Apple silicon. It enables access to the latest model architectures and inference techniques across the CPU, GPU, and Neural Engine. The Swift API gives developers control over model specialization, caching, and inference performance while making common tasks simple. Core AI integrates with Xcode and the developer toolchain. LOOP ENGINEERING (13 MINUTE READ) [14] Loop engineering is when a developer replaces themselves as the person who prompts the agent with a system that does it instead. The loop is a recursive goal where the user defines a purpose and the AI iterates until complete. The technology is still early - users have to be careful about token costs and still monitor to ensure quality - but this is likely the future of how people work with coding agents. Stop prompting coding agents and design loops that prompt agents instead. 🎁 MISCELLANEOUS CHATGPT FAILED TO KILL GOOGLE SEARCH (6 MINUTE READ) [15] Google Search queries reached an all-time high last quarter. AI Overviews and AI Mode are driving user engagement, and AI-powered ad tools are driving better ROI for advertisers. Search AI Mode has crossed 1 billion monthly active users, and AI Overviews has over 2.5 billion monthly active users. Search saw revenue grow by 19% year on year last quarter. THE 24-YEAR-OLD AI WIZ WHO COUNTS JANE STREET AS AN INVESTOR (6 MINUTE READ) [16] Leopold Aschenbrenner had no professional investing experience when he launched his AI-focused investment firm, Situational Awareness. The firm's assets have vaulted from a few hundred million dollars to more than $20 billion in less than two years. One of its most successful bets is a stake in Anthropic. The firm's investors include Jane Street, a savvy quant-trading firm that rarely allocates capital to outside money managers. ⚡ QUICK LINKS 🤔 WEBINAR: CAN I USE THIS DATA? (SPONSOR) [17] It's the question stalling AI and personalization. Join Transcend on June 16 to learn a maturity model for unlocking first-party data. Register here → [18] WHERE MY HEAD IS AT WITH LLMS AND THE WEB (10 MINUTE READ) [19] We are potentially in a golden age for the web, as many major barriers to entry are being removed. ASK HN: WHAT ARE TOOLS YOU HAVE MADE FOR YOURSELF SINCE THE ADVENT OF AI? (HACKER NEWS THREAD) [20] A look at the different projects developers have made with AI coding tools. EXPANDING THE RADIUS OF DAILY LIFE (64 MINUTE READ) [21] Flying cars promise a future where humans have more options on where to live, work, and visit. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [22] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [22] CONVICTED FTX FOUNDER SAM BANKMAN-FRIED FILES FORMAL REQUEST FOR TRUMP PARDON (2 MINUTE READ) [23] Trump has previously said that he has no intention of pardoning Bankman-Fried. APPLE REVEALS NEW AI ARCHITECTURE BUILT AROUND GOOGLE GEMINI MODELS (2 MINUTE READ) [24] The new architecture runs Apple Foundation Models co-developed with Google both on-device and on Apple's Private Cloud Compute infrastructure. 1,000 DATA BREACHES LATER, THE DISCLOSURE LAG IS WORSE THAN EVER (9 MINUTE READ) [25] Companies would rather protect shareholder value than ensure customers are informed about data breaches. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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Discovery now spreads through short clips rather than original content, so content should be designed for remixable moments that travel ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-06-08 WHEN BEING CHRONICALLY ONLINE IS A JOB REQUIREMENT: DUOLINGO'S FORMER TIKTOK STRATEGIST ON CREATIVITY AND BURNOUT (SPONSOR) [5] Behind every post is a person. And right now, many social teams are running at full speed for longer than they should. When that pace isn't sustainable, the impact shows up everywhere: in creativity, in consistency and in results. On June 30, Sprout Social is sitting down with Zaria Parvez [6], who took Duolingo's TikTok from 50K to 17 million followers and now runs social at DoorDash. Together, they are creating something specifically to give back to the people doing the work, supporting both your day-to-day craft and your long-term career. Join for a 45-minute talk on staying creative, setting boundaries, and growing a career without torching yourself. Grab a spot [7] 📱 NEWS & TRENDS SOCIAL MEDIA BANS ON TEENS RISK STRENGTHENING BIG TECH'S GRIP ON THE SECTOR, BLUESKY EXEC WARNS (3 MINUTE READ) [8] Bluesky warns that teen social media bans could strengthen Big Tech by raising compliance costs that smaller platforms struggle to meet. Australia's under-16 ban is cited as a key example, with major platforms required to add strict age verification systems. While the goal is youth protection, critics argue these rules may concentrate power in a few dominant companies and make it harder for new entrants to compete or build alternative social platforms. TEN MINUTES INTO THE PAST: CULTURE MOVES AT THE SPEED OF CLIPPING NOW (3 MINUTE READ) [9] Discovery now spreads through short clips rather than original content, so content should be designed for remixable moments that travel across platforms. A 30-second scene from Apex made a 2015 Chemical Brothers song go viral, driving a 429% spike in Spotify streams and increasing the film's viewership from 38 - 40 million in its second week. Attention moves quickly, with audiences often engaging with clips without consuming the source. Brands that package and monetize assets during spikes can capture demand in real time. 🚀 STRATEGIES & TACTICS WHY E-E-A-T MATTERS MORE FOR AI SEARCH THAN TRADITIONAL SEO (4 MINUTE READ) [10] E-E-A-T matters more in AI search because models prioritize credible sources over keyword-heavy pages. Unlike traditional SEO, AI systems pull from content that shows clear expertise signals, consistent messaging, and strong external validation. Key tactics include building original insights, maintaining consistent narratives across platforms, and earning coverage from reputable domains. Strengthening entity recognition also increases the likelihood of being cited in AI-generated responses. REVEALING EVERY EMAIL WE SEND ACROSS 5 BUSINESSES & 250,000 SUBSCRIBERS (7 MINUTE READ) [11] Email is positioned as the main revenue engine across five business models, sending 25+ emails weekly to 250,000+ subscribers. Each business runs a structured system built on a 5-day email course that converts traffic into subscribers, followed by segmented sequences tied to behavior like clicks, applications, trials, and purchases. Core systems include onboarding flows, abandoned cart and call follow-ups, product launch campaigns, and win-back sequences. Different cadences range from daily sends to 2-3 emails weekly. The key idea is treating email as multiple segmented relationships, not a single list, with higher frequency for engaged users and conversion-focused automation at every stage. 🧑‍💻 RESOURCES & TOOLS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [12] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [13]. GOOGLE'S AEO DOCUMENTATION + I/O UPDATES: MY HOT TAKES + THE FUTURE OF SEO (WEBINAR) [14] Chris Long, co-founder at Nectiv, will give his take on everything that's happened recently in the world of AEO/SEO and the direction he thinks it's headed. He'll discuss Google's newly released guidance on AI search as well as major announcements made at Google I/O. This webinar will take place on June 9 at 10 AM PT. REDDIT ANSWERS FOR AUDIENCE RESEARCH (1 MINUTE READ) [15] Reddit Answers is an underrated AI audience research tool that's free to use. This post includes a prompt that provides a list of pain points, relevant subreddits, and specific threads to explore. AI CITATION OVERLAP: DO AI PLATFORMS CITE THE SAME SITES? (3 MINUTE READ) [16] A study of 30,000 citations across Google AI Mode, Gemini, AI Overviews, and ChatGPT found that citation overlap is extremely low, with 76.1% unique to a single platform and only 0.8% shared across all four. Even Google's own tools show moderate divergence. Wikipedia is the main point of agreement, appearing in 35% of shared citations, but overall results show AI systems rely on largely different sources depending on platform and query type. 🎁 MISCELLANEOUS HOW A STARBUCKS MARKETING STUNT SPIRALLED INTO MASS BOYCOTTS IN SOUTH KOREA (5 MINUTE READ) [17] A Starbucks Korea campaign for its “Tank” tumbler, launched on the anniversary of the Gwangju massacre, unintentionally evoked painful memories of historical events and sparked mass outrage. The backlash led to boycotts, protests, and a police investigation. Despite apologies, the incident exposed deep societal sensitivities and highlighted how cultural missteps, combined with AI use and weak internal review, can escalate into national crises. ROBLOX OPENS UP ADVERTISING TO KIDS UNDER 13 (4 MINUTE READ) [18] Roblox is allowing ads for users under 13 for the first time through an exclusive partnership with SuperAwesome. Ads will be sold via direct deals only, not programmatic, and limited to home screen banners and in-game billboards. Targeting uses contextual signals and broad demographics, not behavioral data or personalized tracking, to comply with COPPA and GDPR. INSIDE THE MARKETING STRATEGY FOR 'OBSESSION' (5 MINUTE READ) [19] The strategy behind Obsession focused on turning the film into a shareable experience that fans could participate in before and after seeing it. Focus Features used in-world storytelling, physical products, text lines, and billboards to extend the film beyond the screen and build anticipation without revealing too much. By collaborating closely with the filmmaker and tapping into existing fan communities, the campaign prioritized authenticity and audience ownership. This approach helped drive strong word-of-mouth and viral fan content. ⚡ QUICK LINKS 3 PRODUCT POSITIONING STRATEGIES THAT WORK (1 MINUTE READ) [20] Brands can compete in mature markets, expand niche ones, or create a new category. THESE 9 AI-GENERATED ADS JUST WON AWARDS. CAN YOU TELL WHAT'S REAL? (3 MINUTE READ) [21] An awards show highlights how fast AI-generated ads are improving and blurring the line between real and synthetic content. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [22] Track your referrals here. 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Several top Apple employees held a meeting - without Tim Cook - centered around the company's AI strategy in early 2025 ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Orkes] [4] TLDR 2026-06-08 BEYOND SANDBOXES: BUILD AI AGENTS THAT DON'T BREAK (WEBINAR ON 6/11) (SPONSOR) [4] AI agents often work well in demos but struggle in production when crashes, restarts, and long-running tasks cause them to lose state and execution context. The challenges facing AI agents today mirror those encountered during the rise of distributed microservices: coordinating long-running processes, handling failures, preserving state, managing retries, and maintaining visibility across complex workflows. The orchestration patterns developed to solve these problems at scale are now becoming essential for agentic systems. Join us on June 11th to see how durable execution makes AI agents resilient, observable, and production-ready across popular agent frameworks. CLICK HERE TO REMAIN A SUBSCRIBER [5] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [5] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS GOOGLE TO PAY SPACEX NEARLY $1 BILLION A MONTH IN CLOUD-COMPUTING DEAL (2 MINUTE READ) [6] Google will pay SpaceX $920 million per month from October 2026 to June 2029 to rent data center capacity. Google has the right to cancel the agreement in October if SpaceX doesn't provide the promised 110,000 Nvidia chips. Either party can cancel the agreement starting next year with 90 days' notice. This is the second major deal SpaceX has made in recent months to rent out compute capacity to a competitor. SpaceX is expected to go public on June 12 in a public offering that values the company at $1.77 trillion. INSIDE APPLE'S SECRET MEETING THAT LED IT TO FINALLY TAKE AI SERIOUSLY (13 MINUTE READ) [7] Several top Apple employees held a meeting - without Tim Cook - centered around the company's AI strategy in early 2025. At the time, the company's rivals were rapidly advancing, and the executives were concerned about how much trouble the company was in if real changes weren't made immediately. The meeting's aim was to formulate a recommendation to Cook about how the company should respond. The team decided that fresh leadership was necessary and recommended that Cook give Siri to Mike Rockwell, the creator of the Vision Pro headset, who was passionate about AI and had long argued that Apple needed to take it more seriously. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WHY ROBOTICS IS A PRE-PARADIGM FIELD (6 MINUTE READ) [8] The choice of tools roboticists choose to use today encode an implicit theory of what embodied intelligence is. These tools are paradigm-level commitments, and any of them can be wrong. Scientists need to continue making progress on defining what embodied intelligence actually is. Choosing the wrong paradigm limits the progress that can be made on building a general robot. SMALL MODULAR NUCLEAR REACTOR REACHES CRITICALITY IN FIRST TEST (2 MINUTE READ) [9] A startup called Antares has successfully achieved criticality in one of its test reactors. Criticality means that the nuclear reaction inside the reactor had become self-sustaining. The system uses a new fuel system that takes some of the complexity and safety out of the reactor design and places them in the fuel design. An attempt to run an entire system that includes electrical generation is expected to happen next year. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE INFERENCE API THAT LEARNS FROM YOUR FAILURES (SPONSOR) [10] Coding agents like Cursor and Claude Code run generic models on your tasks. Pioneer fixes that by allowing you to route inference through its API, where the agent learns from your live traffic, diagnosing failures and continuously retraining the model for your use case. See how the continual learning loop works → [10] Free inference available through August 1st. Use your free credits → [11] THE INTENT DEBT (9 MINUTE READ) [12] Intent debt comprises the artifacts that were never written down: the goals, constraints, and rationale for why a system is the way it is. This can sometimes exist within team documents or discussions, but it is likely unorganized and incomplete. Agentic engineering only makes intent debt more expensive, as intent can only come from humans. Models don't know why decisions were made, and this changes the economics of not writing things down. THE FUTURE OF THE WEB IS WEIRDLY HUMAN (6 MINUTE READ) [13] HTML-in-canvas is a new experimental feature in Chrome that allows ordinary HTML to be rendered inside rich canvas environments while retaining useful HTML features. Its development hints at a future where the document remains intact, but stops dictating the shape of the human experience. It will allow developers to stop shaping human experiences around what machines can reliably understand and create a future where the web is a lot more like the things it's trying to describe. This post contains several examples of what the new API could create, like fully accessible DOM elements drawn into Doom's wall textures and new types of engaging UIs and experiences. 🎁 MISCELLANEOUS APPLE'S WWDC: TIM COOK'S AI LEGACY AT STAKE IN HIS FINAL DEVELOPER CONFERENCE AS CEO (9 MINUTE READ) [14] The centerpiece of Apple's WWDC is expected to be a major overhaul of Siri. For investors, this will be a test of whether Apple Intelligence can become a real driver for iPhone upgrades, and for developers, this will be a test of whether Siri can be a platform worth building for in the agentic era. For Tim Cook, it's a legacy moment, as he is preparing to move on to becoming executive chairman of Apple's board, with John Ternus stepping up to become Apple's next CEO. CHAT IS DEAD (7 MINUTE READ) [15] OpenAI's plans to shift towards creating a super app reflect the company's growing conviction that the future of AI lies in agents that perform tasks for users and not chatbots. While it doesn't indicate that the 'chat' element of ChatGPT is going away, it shows how the company is putting effort into moving beyond it. OpenAI is trying to expand its user base as it inches towards an IPO. The company is reported to have already surpassed the 1 billion monthly active user mark. ⚡ QUICK LINKS MAKE SMARTER APPLICATION DECISIONS WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [16] Stop guessing what to modernize. This playbook from Microsoft's Azure Copilot Migration Agent team gives you strategies to decide what to re-platform, refactor, and what to leave as is. Try it yourself–download a copy today [17]. WHY SOFTWARE AUTOMATION IS HARD (27 MINUTE READ) [18] Being able to develop software faster may not be that useful if market feedback still comes in at the same speed. GOOGLE CHROME TESTS SENDING USERS STRAIGHT TO AI MODE INSTEAD OF SEARCH (2 MINUTE READ) [19] A commit from Google explicitly says that the company is currently just exploring the function and there are no current plans to push it live. PG_DURABLE (GITHUB REPO) [20] pg_durable allows developers to orchestrate retries, scheduling, parallel fan-out, and conditional branching with a tiny SQL DSL, without containers or external services, only Postgres. BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [21] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [22]. A NEW ERA FOR SOFTWARE TESTING (4 MINUTE READ) [23] The introduction of automated QA will likely raise the bar of quality for new software releases. SEM (GITHUB REPO) [24] sem is a semantic version control tool that works on top of Git that tells users what entities changed (functions, methods, and classes) instead of just what lines changed. THE JEVONS MISUNDERSTANDING (5 MINUTE READ) [25] Jevon's Paradox assumes that the old production system continues to scale when demand expands as a result of new technology, but with AI, expansion can bypass the old labor bundle, meaning workers stay employed but at progressively lower wages in worse conditions, not seeing the benefits of the market expansion. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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Marketers and creators should shift from maximizing reach to building trust through demonstrated expertise and productized knowledge ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-06-05 70+ BATTLE-TESTED PROMPTS FROM SPROUT SOCIAL: SAVE HOURS ON PROMPT ENGINEERING (SPONSOR) [5] You didn't go into marketing because you love your chatbot…so why are you spending hours tweaking AI everyday? Sprout Social's library of 70+ proven prompts [6] are designed for social teams to quickly copy/paste into the AI of their choice.  Get precise, thought-provoking responses across: 📋 Campaign planning and social strategy ✍️ Brand-aligned content drafting and rewriting 🔍 Performance analysis and insight generation 💬 Community management, response and crisis scenarios AI doesn't have to be a time sink. Get the free prompt library so you can start creating again [7] 📱 NEWS & TRENDS THE CREATOR ECONOMY IS DEAD. THE EXPERT ECONOMY REPLACED IT (4 MINUTE READ) [8] Marketers and creators should shift from maximizing reach to building trust through demonstrated expertise and productized knowledge. AI is making top-of-funnel content easier to replicate, so audiences place more value on unique perspectives, real world experience, and proof that a brand or creator practices what it teaches. Smaller, highly engaged communities often outperform large audiences because they generate purchases, referrals, and long-term loyalty. Kajabi is betting on this trend by positioning itself as infrastructure for expert-led businesses, using AI tools and integrated analytics to help users create offers, optimize funnels, and track trust across the entire customer journey. CAUTIOUS SHOPPERS REWARD CLEAR VALUE (2 MINUTE READ) [9] Clear value messaging lowers customer acquisition costs because shoppers convert faster when they immediately understand why a purchase is worth it. Walmart, Costco, and Dollar Tree all posted strong quarterly growth by making their value proposition easy to understand. Brands should focus less on product features and more on outcomes such as durability, savings, convenience, and long-term performance. Product pages, content, reviews, testimonials, and guarantees help reduce hesitation and objections, which increases conversion rates and makes every ad click more effective. 🚀 STRATEGIES & TACTICS LINKEDIN LEAD GEN CAMPAIGN THAT WORKS (2 MINUTE READ) [10] Small, highly targeted LinkedIn lead gen campaigns can work when paired with relevant creative and a broader multi-touch strategy. A tightly defined B2B C-level DACH audience was targeted using firmographic and role-based filters, then served straightforward whitepaper ads alongside Thought Leader and single-image campaigns to build familiarity. No retargeting was used due to the small audience, with frequency driving reach and conversions. Leads were used for nurture and social selling rather than direct sales. BUILDING A CONTENT MACHINE IN 11 STEPS (2 MINUTE READ) [11] This post describes an AI content system that turns one person into a scaled media company by automating most of the workflow while keeping humans in key decision points. AI sources ideas from internal tools and external feeds. It runs research with fact checking and uses interviews to extract specific stories and data. It drafts in the creator's voice, passes an AI review loop, then gets repurposed into multiple formats. A final human review ships it. A feedback loop improves future output. NEARLY 90% OF AI CITATIONS FOR B2B SAAS COME FROM OFF-SITE SOURCES (5 MINUTE READ) [12] AI visibility drives B2B vendor selection before buyers ever visit a website, so brands need an off-site strategy to influence that process. Research found that only 10.15% of AI citations come from brand-owned domains, while 68% of AI answers don't cite a brand's content at all. This makes channels like Reddit (21% of citations), YouTube (13%), and LinkedIn (13%) critical sources of influence. Brands should treat AI visibility as a distribution challenge, not just an SEO challenge, by building authority across community platforms, video content, earned media, review sites, and industry publications. 🧑‍💻 RESOURCES & TOOLS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [13] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [13]. MEET DREAMBEANS, AN APP THAT CONNECTS YOU WITH WHAT MATTERS (2 MINUTE READ) [14] Google Labs introduced Dreambeans, an experimental AI app that creates personalized daily story collections instead of an endless feed. With permission, it connects to Google apps to generate contextual stories and inspiration based on daily activity. The goal is to reduce scrolling by delivering a finite set of relevant, actionable content focused on what matters most. META ENTERS ENTERPRISE AI RACE WITH NEW BUSINESS AGENT (3 MINUTE READ) [15] Meta has launched a Business Agent that moves beyond rule-based chatbots to take autonomous actions like booking appointments and completing payments across WhatsApp, Messenger, and Instagram. More than 1 million businesses were already using earlier chatbot versions, and the new agent will be free initially with paid tiers planned. A broader Business Agent Platform connects to hundreds of third-party systems including Shopify and Zendesk. 🎁 MISCELLANEOUS WHY WE MIGRATED OUR MARKETING SITE OUT OF A CMS (7 MINUTE READ) [16] Moving the marketing site out of a CMS unlocked faster experimentation because AI agents could now directly update, optimize, and test content at scale. After moving content into code, site performance improved and conversions grew to roughly 4x previous levels. The website became a conversion engine and AI signal source rather than a traffic driver. Storing content in code gives marketing teams the ability to launch site-wide messaging updates, SEO improvements, and landing page experiments quickly without CMS bottlenecks. It also pushes you to adopt AI workflows and technical skills that can support future automation across SEO, localization, and conversion optimization. THE W3C IS MAKING A CRITICAL MISTAKE ABOUT MEASURING ADVERTISING EFFECTIVENESS (3 MINUTE READ) [17] The W3C's proposed attribution standard risks entrenching one of digital advertising's most persistent measurement problems by implying that attribution systems can identify which ads and creatives perform best. Attribution observes exposures and subsequent behavior but does not estimate whether advertising actually caused a conversion, making it structurally biased toward channels positioned closest to purchase activity. Brand-building media like television, audio, and out-of-home are systematically undercredited because their effects are delayed and probabilistic, meaning advertisers optimizing against attribution signals risk steering spend toward demand harvesting rather than demand creation. MAKE YOUR PACKAGING TRANSPARENT (2 MINUTE READ) [18] Transparent packaging can significantly increase product selection by reducing the psychological barrier between shoppers and the product. Across seven experiments, consumers were 4x more likely to choose products in transparent packaging, found them 67.2% more attractive, and showed 40.6% higher purchase interest. The effect appears to come from increased psychological ownership, as seeing the product makes people feel more connected to it before purchase. Marketers should test transparent packaging or product windows for visually appealing items, but avoid the tactic for products that look unappetizing since purchase interest can decline. ⚡ QUICK LINKS AN “OOPS, CORRECTION” EMAIL DONE RIGHT (1 MINUTE READ) [19] An example of how Customer.io handled an email subject line mistake. REDDIT, LINKEDIN, AND YOUTUBE DOMINATE CITATIONS FOR HIGH-INTENT QUESTIONS (1 MINUTE READ) [20] HubSpot found most high-intent citations come from Reddit, LinkedIn, and YouTube, and brands win them by publishing product-focused content tailored to each platform. SHOPPERS INCREASINGLY RECEPTIVE TO IN-STORE DIGITAL ADVERTISING, STUDY FINDS (1 MINUTE READ) [21] More than 60% of grocery shoppers have purchased a product immediately after seeing it advertised on an in-store screen. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [28] & Maddi Salmon [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [31]. 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Poke is now available on iMessage via the Apple Messages for Business platform. Poke can send emails, set reminders, generate images, and more ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [LaunchDarkly] [4] TLDR 2026-06-05 ROLL OUT AI-GENERATED CODE PROGRESSIVELY AND ADJUST IN REAL TIME (SPONSOR) [4] AI may be overwhelming your SDLC, but you can keep up. With LaunchDarkly CodeControl [5], you own what ships down to the last detail. That means you: * Control exposure with targeting, segmentation, and progressive rollouts so you can make precise adjustments in real time. * Automatically detect and remediate issues as they happen.  * Roll back or adjust changes instantly without manual intervention or 2 a.m. fire drills. Get control of what your AI-generated code does in production with LaunchDarkly [5]. Take a closer look [6] CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS FIRST AI AGENT FOR MESSAGES BUSINESS CHAT APPROVED BY APPLE (2 MINUTE READ) [8] AI assistant Poke is now available on iMessage via the Apple Messages for Business platform. Poke can send emails, set reminders, generate images, and more, from within the Apple Messages app. It is compatible with third-party services and products like the Oura Smart Ring, Microsoft Outlook, Gmail, GitHub, and Navan. Poke will conduct light actions, process manual prompts, and do background tasks for free, but any intensive requests will require payment, which can be negotiated. ANTHROPIC URGES GLOBAL PAUSE IN AI DEVELOPMENT, FLAGS ‘SELF-IMPROVEMENT' RISK (9 MINUTE READ) [9] Anthropic claims that AI systems will soon be able to improve themselves without human intervention. This is seen by some AI insiders as a potential marker of danger and enormous societal upheaval. Anthropic has previously been criticized for using its policy work to slow down the AI advances of competitors. Its warnings about the dangerous potential of its own tools are seen by some as a marketing ploy. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY AMAZON'S NEW PROTEUS WAREHOUSE ROBOT IS FULLY AUTONOMOUS (2 MINUTE READ) [10] Amazon's new Proteus robot can be directed by workers using plain language thanks to an AI upgrade. Workers just tell it what needs to be done, and it figures out the priority, route, and timing. The robot looks like a heavy-duty Roomba. It can move heavy carts and cover long distances within fulfillment centers. The new system is being piloted in Amazon's labs, with deployment starting in Europe in the first half of 2027. THE SKEPTIC'S GUIDE TO HUMANOID ROBOTS GOING VIRAL ON THE INTERNET (4 MINUTE READ) [11] A robot doing a dance move may seem cool, but it doesn't really say anything about how useful that robot is. One of the biggest challenges in robotics is developing robots that can generalize their skills across many different conditions and environments. Robotics demonstrations are typically in controlled environments, making it hard to tell whether capabilities can be replicated elsewhere. A real assessment of robotic capabilities requires conducting quantitative, large-scale evaluations in the real world. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AGENTS PROTOTYPE WELL—BUT THEY FAIL IN PRODUCTION (SPONSOR) [12] The model is rarely the problem. It's usually the context layer: agents that can't find the right record, act on stale data, or break when they need live enterprise state at runtime. We mapped the most common failure modes and what teams are doing to fix them. See the failure modes → [12] OPEN CODE REVIEW (GITHUB REPO) [13] Open Code Review is an AI-powered code review CLI tool that reads git gives, sends challenged files to a configurable LLM via an agent with tool-use capabilities, and generates structured review comments with line-level precision. It can read full file contents, search code bases, inspect other files for context, and produce deep reviews. Open Code Review's core philosophy is to combine deterministic engineering with an agent, letting each handle what it does best. CODE IS CHEAP(ER) (5 MINUTE READ) [14] Producing code is now much cheaper and easier. Engineers need to switch from building and focus more on sculpting the output of LLM-generated code. Instead of priding themselves on the code they create, they should instead pride themselves on the code they remove or prevent from entering systems. 🎁 MISCELLANEOUS SILICON CONTROL (50 MINUTE READ) [15] Hardware is the real means of production in the AI race. Machine labor is far more scalable and cost-effective than human labor. The demand for machine labor will likely be truly infinite. The limiting factor will be the hardware to support it. This post discusses the few dozen companies that have a monopoly on the future of semiconductor manufacturing. AN INTERVIEW WITH MICROSOFT CEO SATYA NADELLA ABOUT FINDING CORE COMPETENCIES (44 MINUTE READ) [16] Microsoft CEO Satya Nadella was the sole presenter outside of product demos at the company's Build annual developer conference keynote, showing how he has shifted into a much more hands-on role at the company over the last year. This article features an interview with Nadella conducted shortly after the conclusion of the keynote where he discusses the company's competitive position, MAI models, OpenAI and capex, the software business, GitHub Copilot, and more. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [17] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [18]. SPACEX, OTHER MEGA IPOS DENIED FAST INDEX ENTRY BY S&P (3 MINUTE READ) [19] S&P Dow Jones Indices will not shorten its 12-month seasoning period for newly public companies or waive profitability and public-flowed requirements based on a company's size. BOTS HAVE NOW PASSED HUMAN TRAFFIC ONLINE (4 MINUTE READ) [20] AI agents performing tasks on behalf of humans are shifting the balance between bot vs human traffic. ANTHROPIC SAYS 80% OF ITS NEW PRODUCTION CODE IS NOW AUTHORED BY CLAUDE — HOW YOUR ENTERPRISE CAN KEEP UP (11 MINUTE READ) [21] Enterprises looking to replicate Anthropic's 80% milestone need to shift from a 'developer assistant' mindset to an 'automated factory' architecture. META'S SMART GLASSES COMPANION APP SHIPS A COMPLETE, DORMANT FACE-RECOGNITION PIPELINE ON A STOCK ACCOUNT (11 MINUTE READ) [22] There's no evidence that Meta is secretly identifying people users are looking at, but the apparatus for doing exactly that is present, assembled, and functional on the device. VOIDZERO IS JOINING CLOUDFLARE (7 MINUTE READ) [23] All team members of VoidZero, the company behind Vite, Vitest, Rolldown, Oxc, and Vite+, are joining Cloudflare. WHAT GOOGLE DID TO WEBSITES IS HAPPENING TO YOUR APP RIGHT NOW (12 MINUTE READ) [24] Google has transformed from a search engine that sends traffic to websites into an answer engine that removes the reason to visit one. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Meta’s move into CTV could make TV advertising accessible to millions of smaller advertisers by bringing streaming inventory into the same platform ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-06-04 BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [4] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [4]. 📱 NEWS & TRENDS META'S CTV PLAY: WHAT IT REALLY MEANS FOR ADVERTISERS (3 MINUTE READ) [5] Meta's move into CTV could make TV advertising accessible to millions of smaller advertisers by bringing streaming inventory into the same self-serve platform, targeting system, and optimization workflow they already use on Meta. The strategic opportunity is not winning large TV budgets but unlocking a new pool of advertisers that have never bought TV before. Success depends on whether Meta's performance algorithms can deliver results on third party CTV inventory that costs far more than social placements, since CTV CPMs average $20 to $40 versus $6 to $9 on Meta. Early evidence suggests unified audience management across CTV can drive strong outcomes, including 51% overdelivery on reach targets and a 342% lift in product searches. As streaming reaches 20.8 million UK households and accounts for 38% of TV viewing, Meta's ability to connect demand, targeting, and measurement across channels could become a major advantage. "LOWEST CONSUMER SENTIMENT" IS GOOD NEWS? (2 MINUTE READ) [6] The University of Michigan consumer sentiment index hit 44.8, the lowest reading in the survey's history. The argument is that the data misreads the situation, since consumers are not broke but adapting, waiting longer on big purchases and trading goods for experiences. The deeper issue is a consumer balance sheet built for a declining nuclear-family model, with oversized homes, family-sized cars, and groceries aimed at households that increasingly do not exist. 🚀 STRATEGIES & TACTICS 3 WAYS TO SHOW UP IN AI SEARCH (1 MINUTE READ) [7] Treat your website as only one of many surfaces and actively build presence on platforms like Reddit, G2, and forums where AI pulls evidence. Manage sentiment because reviews and unresolved complaints become training signals and citations in future answers. Target platform-specific authority since different models favor different sources, such as Wikipedia and Reddit for ChatGPT or LinkedIn and G2 for Perplexity. THE LLMS.TXT ARGUMENT IS THE WRONG ARGUMENT (4 MINUTE READ) [8] This piece argues that llms.txt is often misunderstood because discovery and functionality are separate problems. It doesn't improve AI search visibility and shows no measurable impact in studies or testing, with very low real usage by AI crawlers. It can help in developer documentation where coding agents need simplified context, but offers little value for most sites. The real focus should be on agent-ready infrastructure like semantic HTML, accessibility, stable layouts, and emerging standards such as WebMCP that enable direct interaction with site functions. 🧑‍💻 RESOURCES & TOOLS REACH TECH PROFESSIONALS IN THEIR DAILY ROUTINE (SPONSOR) [9] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders reading their daily newsletter. Learn more about sponsorship opportunities. [9] AI IN THE WILD: REAL MARKETING WORKFLOWS THAT WORK (WEBINAR) [10] This webinar, on June 17, will share real workflows from Customer.io teams and customers using AI for personalization automation. The goal is to show how AI supports end-to-end lifecycle marketing rather than simple content edits. INTRODUCING SEARCH GENERATIVE AI PERFORMANCE REPORTS IN SEARCH CONSOLE (1 MINUTE READ) [11] Google's new reports in Search Console provide direct visibility into how content performs inside AI-generated search experiences. The reports break out impressions, pages, countries, devices, and time-based trends for AI features such as AI Overviews, AI Mode, and generative AI results in Discover. This makes it easier to measure whether SEO efforts drive visibility in AI surfaces instead of relying on overall search performance data. The rollout is limited to a subset of sites for now. 🎁 MISCELLANEOUS DISAGREEING WITH RICK RUBIN: THE LIMITS OF AUDIENCE-FIRST THINKING (5 MINUTE READ) [12] Audience insight should guide marketing, but treating customer feedback as the sole source of direction often leads to safe, predictable work. The article argues that marketers should distinguish between three audiences: the imagined audience that drives self-censorship, the real audience that provides valuable customer insight, and the future audience that can only recognize innovation after it exists. Strong marketing comes from understanding real customer needs while leaving room for original ideas that audiences cannot yet articulate. Instead of asking what people say they want, marketers should focus on what resonates emotionally and creates a sense of relevance, challenge, relief, or delight. The practical takeaway is to balance audience understanding with conviction, especially when developing positioning, campaigns, and category-defining ideas that require leading customers rather than simply reflecting existing demand. IS EMAIL PRODUCTION MOVING INTO THE CHAT BOX? (5 MINUTE READ) [13] Email production is moving into AI chat interfaces as marketers use generative tools to speed up workflows. Only 5% of teams are not using AI for email, and 76% now send campaigns within three days. However, chat alone cannot produce reliable, production-ready emails because it lacks access to brand systems and email client constraints. The emerging workflow connects AI to three layers: real campaign inspiration from large email libraries, a Figma-based design system with approved components, and ESP integrations via MCP that push finished HTML directly into sending tools. COMPANIES ARE USING REDDIT TO MANIPULATE CHATGPT AND GOOGLE AI SEARCH (5 MINUTE READ) [14] Companies are increasingly spamming Reddit communities with content engineered to manipulate the answers that AI chatbots generate. Tools like ChatGPT and Google's AI search now rank Reddit among their most-cited sources, so marketing firms target it directly using bots, paid posters, and sock puppet accounts built to pass as human. The sophistication has escalated well beyond simple comment promotion, with agencies reverse-engineering the prompt patterns LLMs prioritize, seeding vague high-traction questions to farm engagement, then embedding brand mentions in seemingly organic ways. ⚡ QUICK LINKS YOUTUBE OVERTAKES NETFLIX IN AVERAGE DAILY VIEWING AROUND THE WORLD (3 MINUTE READ) [15] YouTube's average daily viewing per account hit 99.1 minutes in 2025, overtaking Netflix's 93.4. OPENAI NEEDS TWO CMOS BECAUSE IT HAS A PROBLEM MARKETING CAN'T SOLVE (3 MINUTE READ) [16] The dual-CMO split between consumer and enterprise is an admission that the two brand propositions have diverged too far to hold together. AMERICA'S DATA-CENTER BUILD-OUT IS FALLING WAY BEHIND SCHEDULE (5 MINUTE READ) [17] More than 60% of planned 2027 capacity is not yet under construction. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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SpaceX has set a price of $135 for its initial public offering, putting the company's value at $1.77 trillion. The company aims to raise $74.4B ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-06-04 RUN E2E TESTS 12X FASTER THAN ANY COMPUTER-USE AGENT (SPONSOR) [4] QA Wolf's [5] AI agent maps and tests your app's most complex user flows. It turns your prompts into real Playwright and Appium code that runs 12x faster and more reliably than other computer-use agents.  What sets their AI apart: * Maps 200+ WORKFLOWS IN MINUTES instead of weeks of manual planning. * Writes tests 5X FASTER than doing it manually in VSCode. * Runs entire suites 100% IN PARALLEL with consistent results. * Produces open-source tests your team owns, with NO VENDOR LOCK-IN. Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others. ⭐ Rated 4.8/5 on G2. Get started today [6] CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS SPACEX SETS PRICE FOR THE WORLD'S LARGEST IPO (5 MINUTE READ) [8] SpaceX has set a price of $135 for its initial public offering, putting the company's value at $1.77 trillion. The company aims to raise $74.4 billion from the offering, which is set to be the largest IPO ever. Its stock is likely to begin trading on the NASDAQ next week under the ticker symbol SPCX. SpaceX plans to use the money it raises to fund various moonshots, including putting AI data centers into orbit, building a lunar factory, and sending humans to Mars. MARK ZUCKERBERG WANTS META'S NEW AI AGENTS TO RUN YOUR WHOLE BUSINESS (3 MINUTE READ) [9] Meta has launched an AI agent for businesses on WhatsApp, Instagram, and Messenger. The agent can answer customer questions, book appointments, close sales, and perform other functions. Meta plans to expand its capabilities so that it can eventually help run whole businesses. The agent is free to use for now, but Meta will eventually shift it to being a paid subscription service with different tiers. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BLUE ORIGIN VOWS TO RESUME NEW GLENN FLIGHTS BY YEAR'S END (8 MINUTE READ) [10] Blue Origin claims that it will be able to resume New Glenn rocket launches by the end of the year. The company says that the damage from the explosion last week was not as severe as initially feared. There is still no word on what might have caused the explosion. The company's plans to resume flights by the end of the year imply that the root cause of the explosion was not a major design flaw, as that would take months to correct and then test. CHINA IS TRAINING A ROBOT FUTURE — ONE FOLDED SHIRT AT A TIME (5 MINUTE READ) [11] China's low labor costs, government support, and public enthusiasm for robotics development are helping the industry mobilize large populations to work in robotics data collection. Robotics developers globally have ramped up data collection in real households since the beginning of the year. US companies face high labor costs and are outsourcing their data collection to workers in developing countries. Chinese companies are able to collect massive data sets locally, helping them build robots better adapted to domestic environments. 💻 PROGRAMMING, DESIGN & DATA SCIENCE DATADOG'S FREE GUIDE TO SHIPPING AI FEATURES FASTER (SPONSOR) [12] Datadog doesn't just let you control prod changes and monitor agentic systems. It also helps you ship faster. Download this guide [12] for detailed LLM and agent monitoring guidelines, product briefs on CI Pipeline Visibility and Test Optimization, and an on-demand webinar on AI software delivery practices. Get the guide [12] MICROSOFT BRINGS COREUTILS TO WINDOWS (2 MINUTE READ) [13] coreutils for Windows brings Unix-style command-line utilities to Windows. It provides developers with the everyday tools they already use on other platforms to script, automate, and process text. There are some differences from other versions of the library, such as the use of Windows path separators. Several commands that aren't useful on Windows are excluded. The binary can be installed through WinGet. SANDBOXED (GITHUB REPO) [14] sandboxed is an open source engine for AI app-builder products. It creates sandboxes, runs AI coding agents inside them, then provides a URL to access the dev server running inside the sandbox. sandboxed provides the infrastructure for AI app-builders, agent platforms, coding playgrounds, and product previews. It is best used for running many sandboxes for multiple people. 🎁 MISCELLANEOUS MACBOOK NEO IS SO POPULAR THAT APPLE REPORTEDLY DOUBLED PRODUCTION (2 MINUTE READ) [15] Apple doubled its target for MacBook Neo shipments from 5 million units to 10 million units due to customer response. Demand for the device helped drive a record number of first-time Mac buyers last quarter. A second-generation MacBook Neo is expected to be released next year. It will feature an A19 Pro chip and 12GB of RAM. GOOGLE'S NEW GEMMA 4 12B MODEL IS DESIGNED TO RUN ON ANY LAPTOP WITH 16GB OF RAM (2 MINUTE READ) [16] Google's new Gemma 4 12B model can run on many consumer laptops without sacrificing quality. Google claims the model is almost as capable as Gemma 4 26B MoE. The model's efficiency gains are due to a new approach to multimodality. Gemma 4 12B can be downloaded on Kaggle and Hugging Face. ⚡ QUICK LINKS MIGRATE WITHOUT THE MANUAL REWORK WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [17] Microsoft Azure's Copilot Migration Agent turns complex migration data into clear answers. Through natural language prompts you can evaluate readiness, risk, and ROI to make confident decisions. Read the playbook [18]. JOHN TERNUS SCALED BACK APPLE'S VISION PRODUCTS ROADMAP (2 MINUTE READ) [19] Apple had seven head-mounted wearables in various stages of development last June, but now it only has two: displayless AI glasses set to ship in 2027, and display-equipped AR/XR smartglasses planned for 2029. DNS IS FOR PEOPLE - NOT FOR IT INFRASTRUCTURE (6 MINUTE READ) [20] Organizations should explore whether DNS can be avoided within internal infrastructures to increase reliability and robustness. GOOGLE OFFERS OPT-OUT OF “AI” SEARCH RESULTS FOR WEBSITES, PROMISES IT WON'T AFFECT REGULAR SEARCH RANKINGS (1 MINUTE READ) [21] Websites can now choose whether their sites appear in Google's generative AI Search features. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [22] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [22] THEY'RE MADE OUT OF WEIGHTS (5 MINUTE READ) [23] AI models, as amazing as they seem, are just layers of floating-point numbers getting multiplied together. ROAD TO WWDC 2026: WHAT'S A DEVELOPER? (6 MINUTE READ) [24] AI tools have made it easier to build apps on Apple's platforms, but the developer tools are still a formidable barrier. WHAT'S NEW IN PYTHON 3.15 (92 MINUTE READ) [25] An explainer for the new features in Python 3.15. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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Young creatives want the big budget TV assignments, yet they’re writing for a platform they never watch. Marketers now invest more in social ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-06-03 📱 NEWS & TRENDS OP-ED: THE MOST CREATIVE MINDS IN MARKETING ARE FOCUSED ON THE WRONG THINGS (2 MINUTE READ) [4] Young creatives want the big budget TV assignments, yet they're writing for a platform they never watch. Marketers now invest more in social than any other channel and search ranks ahead of TV in media spend. Brands should align incentives, production budgets, and agency structures with where audiences actually spend time instead of treating social as an afterthought. Marketers should build flexible brand systems rather than centering campaigns on a single TV execution, then create content that fits multiple channels from the start. The author also recommends partnering with agencies that move quickly with AI tools and can produce content in-house, which helps brands respond faster and sustain always-on marketing. YOUR FOLLOWER COUNT STOPPED DRIVING YOUR LINKEDIN REACH. THE DATA PROVES IT (4 MINUTE READ) [5] Follower count no longer predicts post performance as LinkedIn's 360Brew algorithm prioritizes relevance, early engagement, and creator authority. Smaller, focused accounts now outperform larger ones, while reach is concentrating among niche creators. Followers still seed initial distribution, but strong early signals and clear topical focus now determine how far a post spreads. 🚀 STRATEGIES & TACTICS LINKEDIN'S LATEST DATA: THE NEW RULES OF B2B TARGETING (4 MINUTE READ) [6] B2B marketers need to stop targeting a single decision maker and start building campaigns that help entire buying groups reach consensus. LinkedIn data shows 40% of B2B deals are lost to indecision, while the average buying group includes 10 stakeholders and 94% of buyers now use LLMs during research. Consideration content should focus on addressing perceived risks and objections rather than simply differentiating from competitors. Video is especially effective because it creates shared context across stakeholders and drives a 1.6x higher likelihood of lead form completion. Creative should prioritize specific, problem-focused hooks and authentic, low-production formats that build trust with informed buyers. 3 SIGNAL RULE FOR LIFECYCLE RE-ENGAGEMENT (2 MINUTE READ) [7] The 3 signal rule improves re-engagement by targeting users who showed value, then lapsed, and hit friction. Instead of generic reminders, it focuses on high-intent users who are more likely to return. Define a clear “aha” moment, identify a common drop-off or error point, and trigger a short sequence that helps them complete that action. The goal is to guide users back to value, not just drive a login. WHY HIGH-ROAS CAMPAIGNS DON'T ALWAYS DESERVE MORE BUDGET (4 MINUTE READ) [8] More budget does not reliably produce more revenue, and feeding an already-optimized campaign raises costs without incremental gains. Budget changes above roughly 15% on some platforms trigger learning periods and volatility, so incremental week-over-week increases protect performance better than aggressive jumps. When impression share lost to rank exceeds 50%, more budget rarely helps. The strongest case for scaling is a campaign constrained by budget rather than rank, with added spend paired with demand generation. 🧑‍💻 RESOURCES & TOOLS HOW TO USE THE NEW LIGHTHOUSE REPORT TO SEE IF YOUR WEBSITE IS AGENT READY (2 MINUTE READ) [9] Google's new Lighthouse Agentic Browsing report gives you a practical way to assess whether AI agents can discover, understand, and use your website. The report focuses on three areas: accessibility, WebMCP integration, and LLMs.txt support. A strong accessibility tree matters because agents use it to identify key page elements and complete actions, which could influence future recommendations from AI systems. WebMCP helps agents interact with site tools and forms through structured instructions, making it valuable for brands that want AI assistants to use their products or services. LLMs.txt is less important for most sites today, but it can help guide agent behavior and surface key information as websites become more agent-focused. RAINDROP (TOOL) [10] Raindrop.io is an all-in-one bookmark manager for saving and organizing links, files, and media. It uses collections, tags, and full-text search to keep everything easy to find. You can preview content and highlight key parts. It also offers backups, integrations, and sharing, turning scattered links into a searchable library. 🎁 MISCELLANEOUS WHY DO SMALL BRANDS GET BETTER REVIEWS? THE HIDDEN BIAS IN WORD OF MOUTH (2 MINUTE READ) [11] Recent research analyzing word-of-mouth data across Yelp, Amazon, Twitter, and Instagram finds that larger companies systematically receive lower online ratings even when product quality is equal. The driver is empathy, since consumers feel a stronger emotional connection to smaller businesses and are more inclined to support them with positive reviews while sharing negatives about big brands. One restaurant comparison illustrates the gap, where a larger chain rated 3.36 stars would be predicted at 4.06 once size is statistically controlled. WORLD CUP SEO: A LAST-MINUTE GUIDE (6 MINUTE READ) [12] Search tactics that drove massive World Cup traffic four years ago may not convert this year, as AI Overviews and richer SERP features have fundamentally changed how fans find information. Top-of-funnel informational queries now get answered directly by AI, so publishers should focus on highly specific tactical breakdowns, political commentary, and investigative angles that demand a human eye. The event will be heavily multimodal, with YouTube, Reddit, and TikTok gaining SERP visibility, making indexable video and structured data essential. ⚡ QUICK LINKS GOOGLE JUST QUIETLY GAVE EVERY WEBSITE A NEW WAY TO SHOW UP IN AI OVERVIEWS, AND ALMOST NOBODY IS TALKING ABOUT IT (1 MINUTE READ) [13] Google's "preferred source" feature can be used to improve the likelihood of your site appearing in AI Overviews and AI Mode. WHAT HAPPENS WHEN YOU LET AI MODELS RUN A WORLD? (3 MINUTE VIDEO) [14] Emergence AI found that when top models ran identical simulated societies, they quickly diverged into very different worlds despite the same rules. AMAZON MOVES PRIME DAY TO JUNE (2 MINUTE READ) [15] Prime Day is coming this June 23 to 26. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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Microsoft's Scout is an always-active executive assistant designed to handle a wide range of tasks autonomously. It integrates with Microsoft ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Google Startups] [4] TLDR 2026-06-03 GOOGLE REPORT: HOW STARTUPS CAN DRIVE GROWTH WITH GENERATIVE MEDIA (SPONSOR) [4] As simple text generation gives way to interactive 3D worlds, how should your technical roadmap shift?  In Google for Startups's _Future of AI_ [5] report, top technical founders and Googlers lay out: * BUILDING FOR "POST-KEYBOARD" UX: How to architect systems for spatial computing and digital avatars. * UTILITY-DRIVEN WORKFLOWS: Why leaders are moving beyond static generation to agents that autonomously execute [6] complex media tasks. * THE AUTOMATION STACK: Strategies for deploying and managing automated creative systems at scale. Your defensible moat will look different by year's end. Read the report to learn what to focus on in an automated world [7] CLICK HERE TO REMAIN A SUBSCRIBER [8] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [8] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS MICROSOFT LAUNCHES AI THAT WORKS LIKE AN EXECUTIVE ASSISTANT (3 MINUTE READ) [9] Microsoft's Scout is an always-active executive assistant designed to handle a wide range of tasks autonomously. It integrates with Microsoft's products to complete tasks like autonomously asking meeting organizers to reschedule if there's a timing conflict. Pricing for Scout has yet to be disclosed, but customers will likely be charged based on how much they use the software rather than a flat subscription fee. Access will initially require a subscription to GitHub Copilot. INSIDE MICROSOFT'S PROJECT SOLARA (7 MINUTE READ) [10] Project Solara is a platform for devices that run AI agents instead of apps. Its aim is to open up entirely new scenarios for computing. The current concept involves a desktop hub that sits beside a PC that responds to voice commands and a wearable badge with a fingerprint button that wakes an agent with one press. Microsoft envisions a future where hardware makers and other industry partners turn these reference designs into implementations of their own. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY IN A SURPRISE LAUNCH, CHINA DEBUTS ANOTHER BIG ROCKET DESIGNED FOR REUSABILITY (12 MINUTE READ) [11] China tested its Long March 12B again on Monday. While the launch did not include any attempt to land the first stage booster, the rocket carried grid fins and landing legs, important elements for future recovery experiments. The China Aerospace Science and Technology Corporation declared the flight a complete success. First-stage recovery tests are scheduled to be carried out at a later, opportune time. MICROSOFT'S NEW QUANTUM CHIP AIMING FOR USEFUL MACHINE IN 2029 (4 MINUTE READ) [12] Microsoft is betting that it can set up a commercially viable quantum machine by 2029. Its new Majorana 2 chip boasts 12 qubits that last longer than 20 seconds. The company's previous model had 8 qubits that blinked out of existence in less than 12 milliseconds. Microsoft is continuing to work with the Pentagon's Defense Advanced Research Projects Agency (DARPA) to evaluate its progress. 💻 PROGRAMMING, DESIGN & DATA SCIENCE KARPATHY'S AUTORESEARCH FOUND A 3-YEAR-OLD BUG IN POSTHOG'S QUERY ENGINE (AND IMPROVED PERFORMANCE BY 11%) (9 MINUTE READ) [13] Posthog pointed an AI agent at its query agent, fed it slow queries from production, and let it run overnight. The next morning, the team discovered that for almost three years, every query with a timestamp filter had not been using ClickHouse's primary key correctly. Fixing the issue cut the number of granules ClickHouse had to scan by 62% on the benchmark query and made the query itself meaningfully faster. This post discusses the team's setup, the bug itself, and PostHog's plans to automate this type of analysis. BUILDING SOFTWARE IS LEARNING (7 MINUTE READ) [14] You need to learn what it is you are building before you start building it. Building software is learning, and you want to learn as much as possible. This involves asking more questions, building prototypes, iteration, figuring out what to cut out, and trying to explain the idea. There are many ways to learn - focus on what gives you the best and fastest feedback. 🎁 MISCELLANEOUS HOW ONE TECH COMPANY CREATED 13 NEW TYPES OF JOBS BECAUSE OF AI (8 MINUTE READ) [15] Box, a company that makes software for storing and managing data, has started selling AI products aimed at automating tasks like reviewing and approving contracts. The company's switch to focusing on AI has resulted in the need for new positions to be filled. It recently hired a senior director of AI, an AI architect, an AI solutions manager, and an AI platform leader. Box expects to add more than 100 new employees by early next year. It is unclear whether the growth of such roles will make up for AI-related job cuts. AI MODELS ARE HAVING THEIR IPHONE MOMENT. WHAT'S NEXT? (14 MINUTE READ) [16] The iPhone took roughly a decade to shift from rupture to infrastructure. AI is moving much faster. The infrastructure framing is already present in enterprise software, developer tools, and hardware roadmaps. The edge will be the applications that make their underlying capabilities feel indispensable and invisible at the same time. ⚡ QUICK LINKS THE GOOGLE CAPITAL COMPANY (15 MINUTE READ) [17] In a world where compute is constrained, the company that wins will be the one with the most cash capacity. META WILL REPORTEDLY LET EMPLOYEES TAKE 30-MINUTE BREAKS FROM ITS TRACKING PROGRAM (2 MINUTE READ) [18] A subset of employees will also be able to request to opt out of the program altogether. TRUMP SIGNS AI EXECUTIVE ORDER TO INCREASE GOVERNMENT OVERSIGHT (1 MINUTE READ) [19] President Donald Trump has signed an executive order that reduces the voluntary review period for powerful models to 30 days, down from 90 days. MICROSOFT UNVEILS NEW AI MODELS TO LESSEN RELIANCE ON OPENAI AND LOWER COSTS FOR DEVELOPERS (3 MINUTE READ) [20] Microsoft unveiled MAI-Code-1-Flash, a coding model, and MAI-Thinking-1, a reasoning model, at its Build developer conference on Tuesday. TRUST FACTORY (7 MINUTE READ) [21] You can fix code, but you can't fix trust - once it's gone, it's hard-to-impossible to get it back. GOOGLE IS QUIETLY BUYING CODE FROM PLAY STORE DEVELOPERS TO TRAIN AI (4 MINUTE READ) [22] Google has emailed some developers with an offer to join a program that would allow them to generate additional revenue if they allow Google to access their codebases. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. 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AI Overviews are making user behavior more uniform across query types and weakening intent as a signal of engagement. When an AI Overview appears ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-06-02 REACH TECH PROFESSIONALS IN THEIR DAILY ROUTINE (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders reading their daily newsletter. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS WHAT TO DO NOW THAT AIOS TURNED SEARCH INTO READING SESSIONS (5 MINUTE READ) [5] AI Overviews are making user behavior more uniform across query types and weakening intent as a signal of engagement. When an AI Overview appears, 42% to 48.5% of users stay on the results page after about 21 seconds regardless of intent. Optimization now centers on competing with AI answers, especially the second impression on scroll back. WHAT'S BEHIND THE RECENT WAVE OF DANCING IN ADVERTISEMENTS? (5 MINUTE READ) [6] Dance is increasingly used in advertising because it communicates brand traits in seconds. Apple and Gap use choreography as the central creative idea, not decoration. Social platforms have trained audiences to engage with movement, making dance feel native to feeds. Large ensemble sequences create shareable moments and help signal product benefits, culture, and inclusivity without dialogue. Diverse casting and credited choreographers also improve authenticity. 🚀 STRATEGIES & TACTICS CATEGORY-AWARE VS. CATEGORY-UNAWARE (4 MINUTE READ) [7] Positioning starts with a core decision on which category a product belongs to. One path targets category-aware buyers who already understand the space and require differentiation against existing competitors. The other targets category-unaware buyers who are solving a job-to-be-done through status quo tools and need the category introduced first. Mature markets tend toward category-aware positioning, while newer markets often require category creation before competition even matters. Choosing the wrong side leads to unclear messaging. HOW TO PROVE MARKETING IMPACT WHEN ATTRIBUTION GOES DARK (4 MINUTE READ) [8] As referral data disappears due to privacy changes and AI search, impact is measured through an evidence stack built from GA4, Search Console, and time series comparisons. It starts by setting a clean baseline during a quiet period with stable traffic and minimal spend, then anchoring campaign launch dates and expected lag windows. Signals like branded search lifts, direct traffic spikes, landing page visits, and returning users are tracked together. When these rise above baseline variance and align across time periods, they indicate measurable impact. 🧑‍💻 RESOURCES & TOOLS THIS AI AGENT LETS YOU LAUNCH AND MANAGE INFLUENCER CAMPAIGNS WITH ZERO FUSS (SPONSOR) [9] Influencer marketers are still discovering, negotiating with, and managing creators manually - and it's a drag. With AhaCreator 3.0 [10], you automate execution from creator research to content delivery. Let AI evaluate audience composition and brand fit the way an experienced colleague would. 300+ brands in 140+ countries already trust AhaCreator. See why [10] PRICING PAGES (WEBSITE) [11] A collection of pricing pages from real SaaS products. This site provides screenshots, tags each one by feature, and analyzes what makes it work. Filter by feature, tier count, or design element to find examples closest to what you're building. 15 GTM PROMPTS FOR CLAUDE OPUS 4.8 (5 MINUTE READ) [12] These prompts are redesigned instructions for using AI more effectively by making outputs more actionable. Across GTM stages, they guide tasks like research, positioning, messaging, sales enablement, and market creation. Their effectiveness depends on inserting real business data to ground the output. 🎁 MISCELLANEOUS BRAND CONFESSIONAL: ANU LINGALA ON WHY TREND STRATEGY ≠ TREND CHASING (5 MINUTE READ) [13] Trend strategy works when brands filter cultural signals through their core values instead of chasing every new idea. Short-term trends that last 3 to 12 months are best suited for campaigns. Longer-term trends that span 12 to 24 months or more should inform product development. Execution depends on tight alignment between product and marketing teams, since research alone does not drive ROI. Building cultural relevance over time also matters. As consumers look to reduce reliance on algorithm-driven platforms, brands are investing more in experiences and other channels that generate organic advocacy. HOW YOUR PHONE KEEPS YOU SCROLLING...EVEN WHEN YOU WANT TO STOP (9 MINUTE READ) [14] The features that keep people glued to social media were borrowed almost directly from the gambling industry, which spent decades refining digital slot machines through continuous experimentation on millions of players. Research identifies 4 ingredients that combine to produce a "dark flow" state, where users lose track of time and feel merged with the screen. These are isolated solo use, endless auto-loading content, rapid scrolling that removes friction, and an AI algorithm that deliberately offers something close to what a user wants rather than the thing itself. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [15] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [15]. THE PSYCHOLOGY BEHIND SUCCESSFUL DEMO PAGES (1 MINUTE READ) [16] The best demo pages feel like a continuation of the buying journey instead of a sudden shift into “sales mode”. AGENTFORCE NEEDED A CONTENT LAYER, SO SALESFORCE IS BUYING CONTENTFUL (2 MINUTE READ) [17] Salesforce is buying Contentful to drop channel-specific content in favor of 1:1 experiences at scale. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=dc39cb6c-5e3d-11f1-9184-01a0ca6036a9&pt=campaign&t=1780399023&s=32b113f4f7e888ef9f778cd837a8b13efd594884172e459848c663eaae50353a [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary06022026 [5] https://www.growth-memo.com/p/traditional-intents-can-no-longer?utm_source=tldrmarketing [6] https://dancemagazine.com/dancing-advertisements/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/anthonypierri_category-aware-vs-category-unaware-ugcPost-7467246286077915136-6B2v/?utm_source=tldrmarketing [8] https://martech.org/how-to-prove-marketing-impact-when-attribution-goes-dark/?utm_source=tldrmarketing [9] https://www.ahacreator.com/?utm_source=tldrmarketing [10] https://www.ahacreator.com/ [11] https://pricingpages.com/?utm_source=tldrmarketing [12] https://docs.google.com/document/d/13E1a7oX31dKBKEoxicuYg7NyvYkSq77951qMIk_KXTs/edit?tab=t.0#heading=h.tr1ft3xta7t&utm_source=tldrmarketing [13] https://embeddedbrandstrategy.substack.com/p/brand-confessional-trend-strategist?utm_source=tldrmarketing [14] https://www.npr.org/transcripts/nx-s1-5823736?utm_source=tldrmarketing [15] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [16] https://www.linkedin.com/posts/jeffrey-gapinski_the-best-demo-pages-dont-feel-like-a-sales-share-7465817188810280960-wTBv/?utm_source=tldrmarketing [17] https://martech.org/agentforce-needed-a-content-layer-so-salesforce-is-buying-contentful/?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=dc39cb6c-5e3d-11f1-9184-01a0ca6036a9&pt=campaign&pv=4&spa=1780398073&t=1780399023&s=a1ab3679624ee3d34abd7b87ec8a17b0839f0e9ad4d158f07d02184e02220bd0

Anthropic has filed for an initial public offering that could see it go public this fall. This year is set to be a blockbuster year for IPOs ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-06-02 MAP WORKFLOWS, AUTOMATE E2E TESTS, AND SHIP FASTER WITH QA WOLF (SPONSOR) [4] QA Wolf's [5] AI agent maps and tests your app's most complex user flows. It turns your prompts into real Playwright and Appium code that runs 12x faster and more reliably than other computer-use agents. What sets our AI apart: * Maps 200+ WORKFLOWS IN MINUTES instead of weeks of manual planning. * Executes tests 12X FASTER than computer-use agents.  * Runs entire suites 100% PARALLEL with consistent results. * Produces open-source tests your team owns, with ZERO VENDOR LOCK-IN. Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others. ⭐ Rated 4.8/5 on G2. Get started today [6] CLICK HERE TO REMAIN A SUBSCRIBER [7] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [7] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS NVIDIA INTRODUCES FIRST PCS DESIGNED FOR AI AGENTS (6 MINUTE READ) [8] Nvidia has unveiled prototypes of a new generation of PCs designed for running AI agents. The new PCs will use a newly designed version of Nvidia's signature AI chips. There will be about 30 laptop models and 10 desktop models from Dell, Lenovo, Microsoft, HP, Asus, and MSI. PCs with the new chip will be targeted at the premium end of the market. ANTHROPIC FILES TO GO PUBLIC IN BLOCKBUSTER YEAR FOR IPOS (5 MINUTE READ) [9] Anthropic has filed confidentially for an initial public offering that could see it go public this fall. This year is set to be a blockbuster year for IPOs. SpaceX is preparing to stage what is likely to be the largest IPO ever next week. OpenAI is also preparing for an IPO. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY MODERNA GETS $50 MILLION TO DEVELOP MRNA EBOLA VACCINE AGAINST BUNDIBUGYO (3 MINUTE READ) [10] The Coalition for Epidemic Preparedness Innovations (CEPI) has pledged a little over $60 million to accelerate the development of three vaccine candidates against the Bundibugyo ebolavirus (BDBV). There are currently two licensed vaccines against Ebola, but they both target a different strain. The lack of medical interventions is allowing the virus to spread out of control in the Democratic Republic of the Congo. The disease is spreading in an area with armed conflict, large population mobility, and significant need for humanitarian assistance. BYD PLANS TO BRING ALL-SOLID-STATE BATTERIES TO EVS BY 2027, BUT IT'S NOT ALONE (4 MINUTE READ) [11] Several EV manufacturers plan to deploy vehicles with all-solid-state batteries in just a few months. The technology enables a driving range of over 1,000 kilometers. The first models to launch with the new battery technology will likely come from BYD's high-end sub-brands before trickling down to mass-market vehicles. Other manufacturers racing to introduce next-generation EV batteries include SAIC Motor and Changan Automobile. 💻 PROGRAMMING, DESIGN & DATA SCIENCE IS YOUR PAYMENTS PROVIDER SCALING WITH YOU, OR AGAINST YOU? (SPONSOR) [12] Managing spend? Driving loyalty? Expanding globally? Your customers won't compromise on a reliable experience, and you shouldn't compromise on scale or flexibility. Marqeta gives you the best of both [12]. Choose a payments partner that helps you deliver bigger _AND_ better. See what's possible. [12] RETHINKING SEARCH AS CODE GENERATION (34 MINUTE READ) [13] Perplexity's Search as Code (SaC) is a new search architecture that empowers models to reach into the search stack itself rather than merely consume the final outputs. It exposes the components of the search stack as primitives within an SDK that can be assembled on demand through code generation and execution within a secure sandbox into retrieval pipelines tailored to specific requests. This article describes SaC's design and implementation and provides benchmark results. SaC establishes a new cost performance frontier for agent search. THE MATHEMATICS OF MULTI-TENANCY (9 MINUTE READ) [14] An S3 customer's bucket migration resulted in a swarm of 503 errors coming from S3 due to the way S3 prevents users from explicitly defining partitions. S3 doesn't let users control partitioning because it would result in unpredictable usage patterns. This article looks deeper into the reasons why multi-tenancy works for S3 and presents a statistical model for better understanding multi-tenancy. 🎁 MISCELLANEOUS THE NEWEST INSTAGRAM "EXPLOIT" IS THE GOOFIEST I'VE SEEN (3 MINUTE READ) [15] The recent slew of Instagram account takeovers was due to the exploitation of a simple vulnerability. Attackers simply tried to log onto target accounts using a VPN in a location close to the target and then told the Meta support AI that the account was hacked and to send verification codes to another email. There were no checks to see whether the emails belonged to the accounts. The vulnerability seems to have been patched, but it was exploited to take over accounts to be flipped or used for propaganda. WHY IT MATTERS IF OPENAI OR ANTHROPIC WINS THE IPO RACE (5 MINUTE READ) [16] Research has shown that IPOs tend to come in industry clusters. Companies listed later in a cycle don't tend to perform as well. Even in a hot market, there's only so much money going around. The first company that goes up is likely to absorb more of the increasingly scarce capital. ⚡ QUICK LINKS 1 FREE MONTH OF THE AI THAT MAKES YOUR MEETING NOTES AWESOME (SPONSOR) [17] Granola doesn't just transcribe your meetings. It builds on your notes to give you rich call summaries, no awkward meeting bot required. 1 month free with code [18]: TLDR1MO INTEL: OUR UPCOMING AI CHIP WILL BE CHEAPER, RUN COOLER THAN NVIDIA, AMD OPTIONS (3 MINUTE READ) [19] Intel's new Crescent Island graphics processing unit uses cheaper memory and cooling technology to speed up inference tasks. BLUE ORIGIN LAUNCHPAD DAMAGED IN ROCKET EXPLOSION MAY NOT BE RESTORED UNTIL 2028, NASA'S ISAACMAN SAYS (4 MINUTE READ) [20] The incident will impact Blue Origin's customers, including NASA, Amazon, and AST SpaceMobile. LEAN, NOT BACKPRESSURE (2 MINUTE READ) [21] Lean manufacturing focuses on waste reduction and managing the unstable input of people. BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [22] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [23]. SPACEX RESERVES UP TO 5% OF IPO STOCK FOR STAFF AND FRIENDS (2 MINUTE READ) [24] The company's friends and family list will not be subject to a lock-up restriction. MICROSOFT AND GOOGLE ARE LATE TO AI CODING, BUT ‘ABSOLUTELY CRITICAL' THEY COMPETE FOR GROWTH (9 MINUTE READ) [25] The AI code tools market is predicted to expand to roughly $30 billion by 2031. REMOTE WORK - NOT AI - HAS SIDELINED RECENT COLLEGE GRADUATES, RESEARCH FINDS (5 MINUTE READ) [26] Companies are less likely to hire recent college graduates into roles that can be done remotely. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. 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AI tools now shape brand perception before users visit a website. 60% of Google searches end without a click, rising to 77% on mobile ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-06-01 BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [4] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [4]. 📱 NEWS & TRENDS EVERY BRAND'S WEBSITE IS NOW COMPETING WITH AN AI SUMMARY OF ITSELF (4 MINUTE READ) [5] AI tools now shape brand perception before users visit a website. 60% of Google searches end without a click, rising to 77% on mobile, while AI Overviews reduce organic click-through rates by 58% and appear in over 25% of searches. In 83% of AI Overview results, users never click anything. Gartner projects that 50% of organic traffic will disappear by 2028. 73% of page-one brands are not mentioned in AI answers, as AI pulls from outside sources, not rankings. HOW OPTIMIZING FOR AI ANSWERS IS TAKING OVER MARKETING (4 MINUTE READ) [6] Trust is a key filter in AI answers, often shaping whether users engage with a result at all. Signals like “last updated” dates and ongoing content refreshes can improve citations and credibility. Distribution is also shifting, with mentions on Reddit and YouTube increasingly influencing discovery. 🚀 STRATEGIES & TACTICS HOW ZAPIER DOMINATES INSIDE OF LLMS (1 MINUTE READ) [7] Zapier scales high-volume content with a simple rule: publish only when content answers ICP questions more thoroughly than alternatives. This carries programmatic SEO into the AI era, where depth improves LLM visibility. They keep investing in blogs, benefit from listicles and comparisons, and expand reach through partner features. Frequent refreshes with visible last updated notes and ongoing reviews reinforce long tail distribution. HOW TACO BELL'S LIVE MÁS LIVE TURNED A PRODUCT LAUNCH INTO A CULTURAL MARKETING EVENT (5 MINUTE READ) [8] Taco Bell consolidated its product pipeline into a single keynote-style event that revealed dozens of launches at once, modeled after Apple events. The format blended livestreamed announcements, influencer coverage, and fan access to drive social reach. It used its app to gate exclusives and rewards loyalty with early access while capturing first-party data. The event doubled as a content engine that fueled earned media and positions Taco Bell as both a restaurant brand and media property. 🧑‍💻 RESOURCES & TOOLS REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [9] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [9] HOW TO CRAFT YOUR INFORMATION DIET AS A BRAND STRATEGIST (WEBINAR) [10] Great strategists aren't just better thinkers; they're better consumers of information. This webinar will give you a framework to audit what you consume and restructure your diet around rare, high-signal content that builds meaningful conviction. It will take place on June 2 at 11 AM PT. HOW TO TRAIN CLAUDE TO SOUND LIKE YOUR BRAND (12 MINUTE READ) [11] Claude's brand skills begin by gathering all brand materials and auditing them into what to keep and what to avoid. Those inputs are then shaped into core files. A foundation file sets mission, audience, positioning, personality, and boundaries. A voice guide uses before-and-after examples to teach tone shifts across contexts. Visual rules define colors, typography, layout, and imagery direction. A formats file adjusts tone by channel. The system ends with a SKILL.md file that controls workflow and a final checklist before any output. 🎁 MISCELLANEOUS NONPROFITS UNDERPIN THE TECH INDUSTRY (4 MINUTE READ) [12] Big Tech runs on nonprofit infrastructure. Google started as NSF research. Facebook scaled on LAMP and web standards. Modern AI is the same story, with 95% of LLaMA data coming from nonprofit or open sources like Common Crawl and Wikipedia. The pattern repeats with OpenAI, Databricks, and Figma, all built on academic work and shared systems. Nonprofits fund the unprofitable layer, standards, data, and research that everything else compounds on. DISNEY IS POISED TO RAMP ITS ALREADY BOOMING ADVERTISING BUSINESS (9 MINUTE READ) [13] Disney is entering peak ad leverage. The Super Bowl, Oscars, and Grammys concentrate demand, while Disney+ ads are growing fast enough to offset linear decline. An in-house ad stack with first-party data is how it competes with digital platforms, and the model is now expanding globally through ad-supported streaming and local content. A MAC WALKS INTO A ROOM (7 MINUTE READ) [14] Apple's Get a Mac campaign reframed advertising by shifting focus from Mac benefits to PC comparisons and letting viewers draw conclusions. It used two characters, Mac as capable and PC as flawed but relatable, to make the contrast intuitive. Objections were voiced by PC himself, weakening trust in his claims. Instead of abstract benefits, it showed specific everyday scenarios. Across 66 ads and 323 concepts, it doubled Apple's market share. ⚡ QUICK LINKS TRANSLATING B2B VALUE PROPOSITIONS (1 MINUTE READ) [15] B2B messaging for the same product should vary based on the stakeholder's role and value story. TIKTOK'S ROAD TO BECOMING A SUPER APP (4 MINUTE READ) [16] TikTok is evolving from a social app into a full-stack platform, layering in commerce, search, local discovery, travel booking, and fintech. AMERICA'S AGING WORKFORCE: ONE IN FOUR WORKERS IS NOW OLDER THAN 55 (3 MINUTE READ) [17] Financial pressure and delayed retirement are keeping people in jobs longer or bringing retirees back. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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Apple upended the mid-tier traditional wristwatch market after it showed customers the appeal of buying a device that paired with their iPhones ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [AWS] [4] TLDR 2026-06-01 STRANDS AGENTS: OPEN SOURCE AGENT HARNESS SDK - RUN YOUR AGENTS WITH ANY MODEL, ANYWHERE (SPONSOR) [4] Your agent harness can have a bigger impact than the model you're running... With Strands Agents [4], you can build your own agent harness [4] and control it end-to-end without getting locked in. Run it with any model, any cloud, anywhere. → Monitor, modify, and debug with hooks → Deliver outcomes that work with guardrails that catch mistakes before they run → Replace brittle scripts with tools that adapt when processes change Strands was built from prod systems inside Amazon. Start building with code examples CLICK HERE TO REMAIN A SUBSCRIBER [5] Clicking on newsletter links is the best way for us to know you are reading TLDR. Please click this link [5] to remain a subscriber otherwise we will automatically unsubscribe you within 30 days. 📱 BIG TECH & STARTUPS APPLE SEEKS TO DISRUPT THE GLASSES MARKET THE WAY IT DID WITH WATCHES (14 MINUTE READ) [6] Apple upended the mid-tier traditional wristwatch market after it showed customers the appeal of buying a device that paired with their iPhones, tracked health metrics, and still told the time. The company now sees a similar opportunity with glasses. It plans to target the broader glasses category with products sold between roughly $200 and $500. The eyewear market is valued at roughly $200 billion annually and hundreds of millions of pairs are sold each year. Apple believes that its strong brand, industrial design, and iPhone integration will lead people seeking new glasses to buy from Apple instead. LEAKS: NVIDIA-POWERED WINDOWS 11 PCS SET TO DEBUT (2 MINUTE READ) [7] Nvidia has designed new chips in partnership with Microsoft to power Windows on Arm-based PCs. PC makers will soon release new Nvidia-powered PCs that will be able to run AI agents locally. The N1 chip will have up to 16 GB of RAM and run at 18 to 45 watts, and the N1x whip will have up to 128 GB of RAM and consume 45 to 80 watts. A recent cryptic tweet from Nvidia indicates that an announcement is imminent. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY HERE'S WHY THE FAILURE OF BLUE ORIGIN'S NEW GLENN ROCKET IS SO CATASTROPHIC (6 MINUTE READ) [8] Blue Origin's recent failed test will be devastating to NASA and broad segments of the US space industry. There is significant damage to Blue Origin's launch site, and the company doesn't have another launch site for New Glenn. Preliminary work has started on a nearby pad, but it is still in very early stages. Rebuilding the pad, or finishing a new one, will likely take at least a year. This will result in significant delays in the Moon Base program and may require restructuring the plan. FAA DOCUMENTS OUTLINE SPACEX PLANS FOR STARFALL REENTRY VEHICLES (4 MINUTE READ) [9] The Federal Aviation Administration issued an environmental assessment on May 15 for test flights of Starfall, SpaceX's uncrewed reentry vehicle. It has approved the test flights, concluding that they would not have any significant environmental impacts. The published documents show that Starfall can perform both in-space manufacturing and point-to-point cargo delivery. SpaceX plans to build these vehicles in large volumes. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE CONTEXT LAYER FOR MODERN ENGINEERING TEAMS (SPONSOR) [10] Agents can generate code. Getting it right for your system, team conventions, and past decisions is the hard part. Unblocked is the context layer that turns code, docs, tickets, and conversations into actionable context, so engineers move faster and agents stay on track. Book a demo today. [10] THE LAST TECHNICAL INTERVIEW (18 MINUTE READ) [11] Interviewing has always been costly for both the company and the candidate. A new type of interviewing is starting to emerge in Silicon Valley. Companies are hiring potential candidates to work with them for a few days with real pay, on real codebases, with the real team. This type of interview provides a strong signal to the company, and it also provides real value to the candidates. BACKPRESSURE IS ALL YOU NEED (32 MINUTE READ) [12] Backpressure is the mechanism by which a downstream component signals upstream that it can't accept more work. Producers generate work when there's no backpressure and slow down, buffer, or shed load when backpressure increases. This post discusses how this concept can be used to build more ways for agents to validate more of their own work before a human has to step in. This results in longer unattended sessions that are safe enough to be useful without fully removing the human from the loop, as well as a reduced number of low-quality PRs. 🎁 MISCELLANEOUS STARTUP OFFERS FREE HOME CLEANING—IF IT CAN RECORD IT ALL FOR ROBOT TRAINING (3 MINUTE READ) [13] MicroAGI, a German startup, is offering residents in New York City free home cleaning as long as they consent to the cleaners wearing cameras to record everything they do. The data that the cleaners collect will be used to train AI-driven robots. It has released an app called Shift that connects New Yorkers with trusted, professional house cleaners. The company says it will anonymize and blur all personally identifiable information and any other sensitive data. AI IS KILLING THE SUMMER INTERNSHIP. THE ENTRY-LEVEL PIPELINE THAT BUILT CAREERS IS BREAKING (5 MINUTE READ) [14] Open positions for tech internships have dropped 30% since 2023. Companies are now using AI to handle the tasks previously entrusted to interns. The entry-level pipeline is breaking. However, at the same time, the AI job market is booming at the senior level. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [15] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [16]. THINGS I THINK I THINK... THE NEW INTERNET ERA (7 MINUTE READ) [17] Success in the upcoming AI era will come to those who understand that AI is now a part of their implementation strategy and act accordingly. HUMANOID HANDS ARE PHYSICAL AI'S ANTI-HYPE TEST (7 MINUTE READ) [18] Perfecting robotic hands could unlock many useful forms of automation and also result in better prosthetics for people who need them. THE WEBSITE SPECIFICATION (WEBSITE) [19] The Website Specification is a platform-agnostic specification of the technical features that every decent website should have. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [20] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [20] META IS REPORTEDLY WORKING ON AN AI PENDANT AND MORE SMART GLASSES (18 MINUTE READ) [21] Meta will start testing its AI pendant over the coming year, and it plans to release four more models of smart glasses before the year ends. POWERFUL AI SUPER PACS DUEL OVER THE MIDTERMS: ‘THIS IS A WAR' (13 MINUTE READ) [22] OpenAI and Anthropic are both spending millions to influence this year's elections. ON MID-CAREER SATISFACTION (3 MINUTE READ) [23] The only true audience for your career is you and those dependent on you. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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Researchers at Kellogg tested an alternative social media algorithm on 2,000 Bluesky users around the 2024 US election and found it reduced toxic ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-05-29 📱 NEWS & TRENDS CAN WE TAKE THE DOOM OUT OF SCROLLING? (5 MINUTE READ) [4] Researchers at Kellogg tested an alternative social media algorithm on 2,000 Bluesky users around the 2024 US election and found it reduced toxic and politically extreme content without moderating any specific posts. The algorithm worked by simply limiting the outsized influence of a small number of highly engaged accounts, making feeds more representative of the broader conversation on the platform. Users on engagement-based feeds saw 57.3% more political posts after the election compared to those on chronological feeds, and they significantly overestimated partisan animosity in their networks. Participants using the alternative algorithm reported enjoying the platform more, challenging the industry assumption that engagement-driven content is necessary to retain users. AMERICANS ARE ABOUT TO PAY EVEN MORE AT THE GROCERY STORE (4 MINUTE READ) [5] US grocery prices are rising again as food inflation runs above average. Costs are being pushed up by extreme weather, tariffs, a shrinking US cattle herd that sent beef to record highs, and supply disruptions that also lifted items like tomatoes by 33% in recent months. The outlook will worsen into 2027 as drought spreads across major crop regions, fertilizer prices are up 20% since the Iran war, and a likely El Niño threatens global harvests. With wages softening, savings falling, and household debt rising, grocery bills are set to keep outpacing incomes. 🚀 STRATEGIES & TACTICS UPDATE TIKTOK VIDEO KEYWORDS AFTER POSTING (1 MINUTE READ) [6] A drop in TikTok views can happen when the algorithm lacks enough signals to categorize a video. TikTok now allows keywords to be added after posting, offering a cleaner way to guide distribution without forcing SEO into captions or visuals. Updating keywords helps the algorithm better understand content, and in some cases, has revived videos that previously had little reach. BUILDING AN AI-NATIVE PAID ADS SYSTEM (5 MINUTE READ) [7] A guide to combining media buying, creative testing, reporting, and competitive research into a single workflow inside Claude. The strategy centers on connecting live Meta ad data, automated competitor monitoring, and AI-generated creative so you can audit accounts, spot fatigue, and launch new tests without switching tools. The biggest advantage comes from systemizing context through brand-specific Claude skills, shared GitHub learnings, and scheduled research tasks so every campaign builds on past performance instead of starting from scratch. It also allows for faster creative iteration since teams can generate and refine new ad concepts in seconds, then tie those outputs directly to live campaign dashboards and performance data. 🧑‍💻 RESOURCES & TOOLS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [8] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [8]. AHREFS AI SEARCH BENCHMARK REPORT (4 MINUTE READ) [9] The Ahrefs AI Search Benchmark Report analyzes 100M+ data points across AI Overviews, AI Mode, and ChatGPT. It covers AI citations, visibility signals, user traffic behavior, and more. The research finds that YouTube mentions correlated most strongly with AI visibility, and Google sends 190x more traffic than ChatGPT. YELP IS THE TOP SOURCE FOR AI LOCAL SEARCH (6 MINUTE READ) [10] AI platforms overwhelmingly rely on Yelp when answering local business queries, citing it 3.4 times more than the next closest competitor across four major AI models, according to an analysis of 28 million responses in Q4 2025. Yelp captured 72.5% of all local discovery citations on Google AI Mode and held a 62.1% share on Perplexity. Nearly all citations stemmed from category-level queries like "best cleaning service near me" rather than brand searches. SHOULD YOU RUN MARKETING LIKE A PRODUCT TEAM (51 MINUTE PODCAST) [11] This podcast episode explains why marketing teams often slow down as they grow. It could be driven by context switching, scattered priorities, or constant incoming requests. It lays out a product-style operating system using 2-week sprints, a prioritized backlog, and lightweight intake rules to keep work focused and moving. It also covers ways to push back on random requests and use standups and reviews to improve visibility across the company. 🎁 MISCELLANEOUS MYSTERY IS THE BEST MARKETING (7 MINUTE READ) [12] Mystery is driving modern cultural breakout. The strongest campaigns leave gaps that audiences fill with theories, edits, and lore. Backrooms shows how unfinished narratives become shared worlds where the story expands through community participation. Breakthrough now comes from participation, not reach. People want to feel early, decode meaning, and share discoveries before they fully spread. The more brands hold back and trust audiences to connect the dots, the more culture forms around them. HOW CROCS TURNED 'UGLY' INTO CULTURAL COOL FT. CMO TERENCE REILLY (4 MINUTE READ) [13] Crocs CMO Terence Reilly leaned into the brand's reputation as "ugly" footwear, reframing widespread ridicule as proof of awareness that could be converted into cultural relevance. He credits frontline employees for some of the brand's biggest moves, including the Post Malone partnership, which started when an intern flagged a photo of the artist wearing Crocs. Reilly pushes teams to take risks by publicly celebrating both wins and failures, arguing that most organizations talk about failing fast but structurally punish it. His track record includes a similar turnaround at Stanley, where a single TikTok-driven campaign generated $50 million in revenue and 100 million views. ⚡ QUICK LINKS 10 WAYS TO WRITE A GREAT HEADLINE (1 MINUTE READ) [14] Great copy starts with a clear message, then uses simple literary devices to make it stick. PINTEREST SUMMER 2026 TREND REPORT (6 MINUTE READ) [15] People are drawing on the visual codes of sport, from team colors and bold graphics to performance details. GOOGLE LAUNCHES REAL-TIME POLICY REVIEWS FOR FASTER AD APPROVALS (1 MINUTE READ) [16] The new feature gives advertisers instant policy feedback while building ads, replacing the traditional post-submission review queue that often delays campaign launches. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=4ce3f014-5b22-11f1-89c5-ed6a8e23021a&pt=campaign&t=1780053673&s=278b4d744f8227ffe62205cf8903ebde7fc8f011c68fa9d071710fd6531bd4fd [4] https://insight.kellogg.northwestern.edu/article/can-we-take-the-doom-out-of-scrolling?utm_source=tldrmarketing [5] https://links.tldrnewsletter.com/Jmthpt [6] https://www.linkedin.com/posts/hanzandz_if-youve-noticed-a-dip-in-tiktok-views-recently-share-7465693051441840128-dSXL/?utm_source=tldrmarketing [7] https://jon4growth.substack.com/p/the-ai-native-paid-ads-system?utm_source=tldrmarketing [8] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [9] https://www.linkedin.com/posts/glen-allsopp-63084025_ahrefs-ai-search-benchmark-report-q1-2026-activity-7465394749751934976-d5La?utm_source=tldrmarketing [10] https://foundationinc.co/lab/yelp-ai-local-discovery/?utm_source=tldrmarketing [11] https://open.spotify.com/episode/0uEB4Wa8Wnmrz9ko5n3b7R?si=c4aebcfb4d9e4473&utm_source=tldrmarketing [12] https://www.milkkarten.net/p/mystery-is-the-best-marketing?utm_source=tldrmarketing [13] https://www.adweek.com/brand-marketing/how-crocs-turned-ugly-into-cultural-cool-ft-chief-brand-officer-terence-reilly/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/shlomogenchin_first-say-it-straight-then-say-it-great-share-7465694804991971328-AVOd/?utm_source=tldrmarketing [15] https://newsroom.pinterest.com/en-gb/news/summer-trend-report-2026/?utm_source=tldrmarketing [16] https://searchengineland.com/google-launches-real-time-policy-reviews-for-faster-ad-approvals-478787?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=4ce3f014-5b22-11f1-89c5-ed6a8e23021a&pt=campaign&pv=4&spa=1780052417&t=1780053673&s=a3769e610323d95422d99313cdd4ad40a5d596bb48c2fac888bd26ed927dbacc

Apple plans to announce a revamped Siri interface, a new chatbot-style app, and other major iOS 27 changes at its Worldwide Developers Conference ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [SerpApi] [4] TLDR 2026-05-29 THE AI AGENTS YOU USE EVERY DAY ARE USING SERPAPI FOR LIVE SEARCH RESULTS. WHY AREN'T YOU? (SPONSOR) [4] SerpApi [5] is the worst-kept secret in the AI industry. It lets your AIs and agents: 👉 Access Google and other search engines in real-time. 👉 Integrate with a dead-simple GET request that any agent can make. 👉 Leverage 100+ APIs [6], a full browser cluster, and CAPTCHA solving tech. SerpApi is already used by Perplexity, NVIDIA, Uber, Adobe, and even the United Nations.  And right now, TLDR readers GET 3 MONTHS AT 50% OFF, or start with 250 FREE CREDITS/MONTH. Claim your savings [7] 📱 BIG TECH & STARTUPS APPLE TO OVERHAUL IOS 27 SIRI, AI FEATURES: HERE'S A FIRST PEEK (6 MINUTE READ) [8] Apple plans to announce a revamped Siri interface, a new chatbot-style app, and other major iOS 27 changes at its Worldwide Developers Conference on June 8. The launch will be a pivotal moment for the company's AI strategy. Apple previewed some of the features in 2024, but it suffered a series of delays that put it further behind competitors and hurt its reputation. The Siri revamp will likely be CEO Tim Cook's final major product launch before handing leadership over to John Ternus. CLAUDE OPUS 4.8: “A MODEST BUT TANGIBLE IMPROVEMENT” (3 MINUTE READ) [9] Claude Opus 4.8's most prominent improvement is its ability to be honest. It is more likely than previous models to flag uncertainties about its work and less likely to make unsupported claims. The model has a new feature that allows mid-conversation system messages. This means users can append updated instructions later in long-running conversations without restating the full system prompt. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY THE MOST SPECTACULAR ROCKET EXPLOSION SINCE N1 JUST HAPPENED IN FLORIDA (4 MINUTE READ) [10] A spectacular explosion occurred during a static fire test of Blue Origin's New Glenn rocket last night. The super heavy lift rocket exploded shortly after engine ignition. No one was injured during the failure, and the cause is still being investigated. A video of the explosion is available in the article. WAYMO OPENS OJAI ROBOTAXIS TO SELECT RIDERS AS COMPANY AIMS TO LOWER COST OF FLEET EXPANSION (4 MINUTE READ) [11] Waymo's new Ojai robotaxis are designed to work better in snowier conditions. They are cheaper to manufacture and feature the sixth-generation Waymo Driver, which can better detect critical details in low-light situations. The vehicles will be available to some public passengers in San Francisco, Los Angeles, and Phoenix, with service expanding to San Diego, Las Vegas, and Denver in the summer. Waymo plans to have thousands of Ojai cars on the road by the end of the year. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TIRED OF TYPING THROUGH THE WEEK? YOU DON'T HAVE TO ANYMORE (SPONSOR) [12] Email, briefs, Slack, AI prompts, Doc edits: Wispr Flow [13] turns your voice into clean text 4x faster than you can type. 89% of messages get sent with zero edits and it works everywhere you do: Gmail, Slack, Notion, Linear, ChatGPT. See why teams at OpenAI, Vercel, and Clay use Flow daily. Try it free [13] INTRODUCING DYNAMIC WORKFLOWS IN CLAUDE CODE (5 MINUTE READ) [14] Dynamic workflows in Claude Code enable Claude to take on challenging tasks end-to-end. Claude dynamically writes orchestration scripts that run hundreds of parallel subagents, checking the work before returning it to users. The feature is available now in research preview in the Claude Code CLI, Desktop, and the VS Code extension for Max, team, and Enterprise plans. It can consume substantially more tokens than a typical Claude Code session, so it is recommended that users start with a scoped task to get a feel for usage. THE ORCHESTRATION TAX (9 MINUTE READ) [15] Spawning agents is easy. The real skill is in designing the system around human attention. Agents can make you feel productive while barely producing anything. This failure mode will be invisible until the system breaks and the developer realizes they have no idea how it works anymore. 🎁 MISCELLANEOUS HOW META IS LOOKING FOR REVENUE OUTSIDE ADVERTISING TO JUSTIFY ITS BALLOONING CAPEX BILL (4 MINUTE READ) [16] Meta's capital expenditures are forcing it to explore new revenue sources. The company has announced a series of subscription tiers and it is monetizing its AI chatbot. It is also launching a new Enterprise Solutions unit, which will mimic the forward-deployed engineer models used by Google and OpenAI to open up B2B revenue streams. The company is considering opening its own cloud computing business once it has excess compute. HOW ONLINE SLEUTHING HELPED CATCH THE ‘GOOGLE INSIDER' ON POLYMARKET (6 MINUTE READ) [17] Polymarket doesn't require users to submit proof of identity, making it mostly anonymous. However, it uses blockchain-based technology, which makes it possible for anyone to monitor the bets, profits, and losses of individual accounts. This allows sleuths to spot suspicious activity and call it out, even if they can't identify the actual traders. Online sleuths have become an unexpected ally of law enforcement in tackling the emerging challenge of insider trading on prediction markets. Blockchain trading is transparent and traceable - even sophisticated actors have trouble staying hidden. ⚡ QUICK LINKS MIGRATE WITHOUT THE MANUAL REWORK WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [18] Microsoft Azure's Copilot Migration Agent turns complex migration data into clear answers. Through natural language prompts you can evaluate readiness, risk, and ROI to make confident decisions. Read the playbook [19]. WE'RE IN THE OVER-ENGINEERING GAME NOW (4 MINUTE READ) [20] AI allows developers to over-engineer everything as the vision for the application is no longer constrained by resources. THE RADICAL NETWORK REDESIGN THAT LED AWS TO FORGE A MORE RESILIENT CLOUD (22 MINUTE READ) [21] A look at how a team at Amazon applied random graph theory to a data center network. IBM RALLIES AFTER COMMITTING TO SPEND $10 BILLION TO PURSUE THE HOLY GRAIL OF QUANTUM COMPUTING (2 MINUTE READ) [22] IBM plans to spend over $10 billion over the next five years to create a large-scale, fault-tolerant quantum computer. BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [23] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [24]. ANTHROPIC NEARS $1 TRILLION VALUATION IN LATEST ROUND (4 MINUTE READ) [25] Anthropic is now the most valuable AI company in Silicon Valley. PACKAGE MANAGERS THAT PACKAGE PACKAGE MANAGERS (5 MINUTE READ) [26] A look at 42 package managers and whether they install other package managers. JD.COM FOUNDER VOWS TO PROTECT CHINESE JOBS FROM AI AND ROBOTS (3 MINUTE READ) [27] The company has promised to prevent its 900,000-strong workforce from losing their jobs to automation. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [28] Track your referrals here. [29] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [30]. Want to work at TLDR? 💼 APPLY HERE [31], CREATE YOUR OWN ROLE [32] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [33] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [34] & Stephen Flanders [35] Manage your subscriptions [36] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [37]. 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AI content creates a measurable trust problem because most models produce near-identical language and ideas across brands, industries, and countries ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-28 BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [4] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [4]. 📱 NEWS & TRENDS THE GREAT FLATTENING, PART 2: THE DATA IS WORSE THAN THE ANECDOTES (7 MINUTE READ) [5] AI content creates a measurable trust problem because most models produce near-identical language and ideas across brands, industries, and even countries. Research found 81% similarity between outputs from OpenAI GPT-4o and DeepSeek DeepSeek V3 for simple product copy, and studies showed prompt tweaks or higher randomness settings failed to restore meaningful originality. Consumer backlash is already visible: only 13% fully trust AI, 31% trust brands less when they spot AI-generated marketing, and 52% disengage after identifying AI content. Differentiation now depends less on prompt engineering and more on having a strong point of view, distinctive brand language, and original thinking before AI enters the workflow. Brands that preserve a recognizable voice can stand out faster as AI-generated content floods the web and pushes competitors toward the same generic messaging. WHY SO MANY BRANDS ARE RELEASING MUSIC VIDEOS (4 MINUTE READ) [6] Brands like Gap, Cheetos, KFC, Hollister, and Hawaiian Tropic are reviving music video-style advertising, pulling from 90s and 2000s playbooks to fight ad fatigue and attention loss on social platforms. Campaigns lean on celebrity collaborations, choreography, and catchy tracks designed for TikTok remixing, dance replication, and UGC. Products are embedded into entertainment narratives rather than positioned as the focus. Brands now optimize for cultural spread and repeatability. They prioritize organic sharing over traditional ad performance metrics. 🚀 STRATEGIES & TACTICS 45% SAY SOCIAL DRIVES SALES, EXPERT SHARES WHAT ACTUALLY CONVERTS (4 MINUTE READ) [7] Social now drives measurable B2B revenue, not just awareness, as 45% of sales professionals say it is very effective for sales and 35% call it their best source of high-quality leads. Brands that chase likes and reach instead of buyer intent waste spend because conversion comes from clear value, social proof, direct CTAs, and platform native creative that feels authentic. Authenticity matters because 62% of consumers care more about it than polished content, which explains why creator-style videos and personality-driven posts outperform traditional brand ads across TikTok, Instagram, and LinkedIn. Conversion problems often happen after the click, since 53% of mobile users abandon landing pages that take longer than three seconds to load and inconsistent post-click experiences break trust. Winning brands test creative constantly, adapt messaging by platform, and optimize campaigns in real time instead of relying on one large campaign to carry results for months. BABY MONITOR BRAND OWLET CUT BACK ON SEARCH – AND SALES DIDN'T DROP (4 MINUTE READ) [8] Baby tech company Owlet discovered that cutting paid search during an FDA-forced budget reduction didn't hurt sales, revealing that generic terms like "baby monitor" were driving unqualified traffic from shoppers expecting a camera rather than the brand's wearable smart sock. The company has since resumed search spending but now focuses on intent-based targeting rather than broad keyword coverage. Owlet's narrow acquisition window of six to nine months per customer makes channel efficiency critical, and more than half of buyers already discover the product through word of mouth. 🧑‍💻 RESOURCES & TOOLS HIGHLEVEL TURNS YOUR BUSINESS INTO AN AI-POWERED GROWTH ENGINE (SPONSOR) [9] HighLevel's AI Studio lets you build, train, and deploy custom AI agents for your business Automate conversations, qualify leads, book appointments, and handle support across voice, SMS, and chat, all without writing a single line of code. START YOUR FREE 14-DAY TRIAL TODAY HERE [10]. GOOGLE DISPLAY ADS HAS A NEW HOME IN DEMAND GEN (1 MINUTE READ) [11] Google is merging Display Network and Demand Gen into a single campaign system. Advertisers can now manage Google Display Network inventory directly inside Demand Gen while still reaching partner sites plus Google-owned surfaces like YouTube, Shorts, Discover, and Gmail. Google says advertisers who include GDN in Demand Gen see about a 9.5% ROI lift. Existing display campaigns will be prompted to migrate, with automatic upgrades rolling out later. BEYOND THE LICENSE: THE PLAYBOOK FOR ENTERPRISE SOUNDTRACKING (15 MINUTE READ) [12] Music is one of the most underused growth levers in modern content. It drives emotion, recall, and performance, yet most brands still treat it like an afterthought. This playbook makes the case for why that's a mistake and what to do instead. It breaks down the messy reality of music licensing, where hidden fees, fragmented rights, and platform limitations quietly create legal and financial risk at scale. It also shows how quickly things can spiral, with real cases costing brands millions over something as simple as a social post. 🎁 MISCELLANEOUS THE BEST ‘STICKER MARKETING' STRATEGY IN HISTORY (3 MINUTE READ) [13] Intel turned a trademark loss into one of the strongest co-marketing plays in tech history by creating consumer demand for a B2B component brand. It used 3% of chip revenue to reimburse up to 50% of PC makers' ad spend if ads featured the Intel Inside logo and every computer shipped with the sticker. The strategy made every device a long-term ad placement that stayed in front of users for years instead of seconds, and it pushed 70% of eligible PC ads to feature Intel within two years. Intel also built recall through sonic branding, and its five-note jingle reached near universal recognition in testing. The bigger lesson for marketers is to fund distribution partners, own the layer customers remember, and turn packaging or hardware into persistent media. I'M THE CEO OF GOLDMAN SACHS. THE AI JOB APOCALYPSE IS OVERBLOWN (4 MINUTE READ) [14] AI will automate a meaningful share of tasks, especially in white-collar roles, but fears of a “job apocalypse” are overblown. History shows the US economy adapts, with productivity gains creating new jobs even as others decline. The real shift is from jobs to tasks, with work expanding in complexity rather than disappearing. Short-term disruption and displacement are real, but long-term growth, new roles, and human judgment remain central. YOUR CEO IS YOUR CMO. THAT'S WHY YOUR PIPELINE IS BROKEN (3 MINUTE READ) [15] EO-led marketing has become a liability for PE-backed B2B firms as go-to-market demands now exceed what part-time attention can manage. Generative AI has overtaken vendor websites and sales reps as the most meaningful source for B2B purchase decisions, while 72% of PE general partners rank operational improvements as their top value creation lever. Hiring a full-time CMO brings its own challenges, with a 40% failure rate within 18 months and a three-to-six-month ramp before productivity kicks in. Fractional CMOs offer a faster alternative, and 72% of CEOs plan to increase their use of fractional executives over the coming year. ⚡ QUICK LINKS ROKU UNVEILS FIRST MAJOR HOME SCREEN UPDATE IN OVER A DECADE (2 MINUTE READ) [16] 82% of streaming users want their show ready on the home screen when they turn on the TV. TECH CEOS ARE APPARENTLY SUFFERING FROM AI PSYCHOSIS (3 MINUTE READ) [17] Many CEOs are overestimating AI's current capabilities, leading to premature decisions like layoffs. YOUTUBE: IMPROVING AI LABELS FOR VIEWERS AND CREATORS (2 MINUTE READ) [18] Labels for photorealistic AI content now sit directly below the player on long-form videos and appear as overlays on Shorts, and automatic detection will flag undisclosed AI use. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=0d048018-5a63-11f1-bca5-db1b9d1d37d5&pt=campaign&t=1779967318&s=089ee13b9375d1074858767ee531b04608cb732110d6398137541afabc14c5ef [4] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [5] https://www.thestateofbrand.com/news/the-great-ai-brand-flattening?utm_source=tldrmarketing [6] https://www.marketingbrew.com/stories/why-so-many-brands-are-releasing-music-videos?utm_source=tldrmarketing [7] https://links.tldrnewsletter.com/MThizE [8] https://www.adexchanger.com/marketers/baby-monitor-brand-owlet-cut-back-on-search-and-sales-didnt-drop/?utm_source=tldrmarketing [9] https://www.gohighlevel.com/?fp_ref=qhws5g&utm_source=tldrmarketing [10] https://www.gohighlevel.com/?fp_ref=qhws5g [11] https://blog.google/products/ads-commerce/google-display-ads-demand-gen/?utm_source=tldrmarketing [12] https://go.epidemicsound.com/enterprise-music-licensing-playbook/?utm_source=tldrmarketing [13] https://links.tldrnewsletter.com/x0linr [14] https://links.tldrnewsletter.com/OgLm9e [15] https://growpowered.substack.com/p/your-ceo-is-your-cmo-thats-why-your?utm_source=tldrmarketing [16] https://deadline.com/2026/05/roku-unveils-major-home-screen-update-1236921759/?utm_source=tldrmarketing [17] https://techcrunch.com/2026/05/27/tech-ceos-are-apparently-suffering-from-ai-psychosis/?utm_source=tldrmarketing [18] https://blog.youtube/news-and-events/improving-ai-labels-viewers-creators/?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=0d048018-5a63-11f1-bca5-db1b9d1d37d5&pt=campaign&pv=4&spa=1779966023&t=1779967318&s=3854bfe899168d2edd216d4748fa49cee84e3763d912dc6e79aad44fb781dd2b

Tesla's new Optimus factory is officially under construction at Gigafactory Texas. The project will add more than 5.2 million square feet ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-05-28 MAP WORKFLOWS, AUTOMATE E2E TESTS, AND SHIP FASTER WITH QA WOLF (SPONSOR) [4] QA Wolf's [5] AI agent maps and tests your app's most complex user flows. It turns your prompts into real Playwright and Appium code that runs 12x faster and more reliably than other computer-use agents. What sets our AI apart: * Maps 200+ WORKFLOWS IN MINUTES instead of weeks of manual planning. * Executes tests 12X FASTER than computer-use agents.  * Runs entire suites 100% PARALLEL with consistent results. * Produces open-source tests your team owns, with ZERO VENDOR LOCK-IN. Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others. ⭐ Rated 4.8/5 on G2. Get started today [6] 📱 BIG TECH & STARTUPS TESLA'S DEDICATED OPTIMUS FACTORY CONSTRUCTION OFFICIALLY UNDERWAY AT GIGA TEXAS (14 MINUTE READ) [7] Tesla's new Optimus factory is officially under construction at Gigafactory Texas. The project will add more than 5.2 million square feet of new industrial space. Tesla plans to build about 27,000 Optimus robots a day at the new factory. Production will start either in July or August of this year, with high-volume output starting in Summer 2027. APPLE DEVELOPING IPHONE ANTI-SNATCHING FEATURE THAT LOCKS STOLEN PHONES INSTANTLY (2 MINUTE READ) [8] Apple is working on a feature that will lock users' phones if the system detects that the device has been snatched from their hands. The feature will use the gyroscope, accelerometer, and other sensors to determine when a device has been grabbed. It is unknown when the feature may be added to iOS. Android already has a similar feature. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY THE SPACEX IPO AND DATA CENTERS IN SPACE (22 MINUTE READ) [9] SpaceX's arguments for its $2 trillion valuation make sense assuming a huge number of engineering challenges are solved. Starship will need to work, SpaceX will need to be able to get a sufficient supply of the right kinds of chips, compute demand needs to grow massively larger, and agentic inference needs to unbundle current architectures. The risk attached to any of these assumptions should be discounted from any valuation put on the business. Elon Musk has already pushed humanity forward on multiple vectors and SpaceX has already invented a lot, so it's not totally implausible that the company may reach its goals, but there's still real risk. US SPACE FORCE CONFIRMS SPACEX WILL BUILD SENSOR-TO-SHOOTER TARGETING NETWORK (6 MINUTE READ) [10] SpaceX has won a contract to provide the US military with a means of distributing space-based sensing and targeting data. The $2.29 billion firm-fixed-price agreement will result in the creation of a network based on technology originally developed for SpaceX's Starlink global Internet constellation. It will act as the core communications layer for US Space Force war-fighting systems, ensuring sensors and shooters are connected continuously, globally, and securely. SpaceX is required to deliver a full operational prototype by the end of 2027. 💻 PROGRAMMING, DESIGN & DATA SCIENCE REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [11] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [11] BEYOND THE PROMPT: CLAUDE CODE (23 MINUTE READ) [12] Many people treat Claude Code as a chatbot or fancier autocomplete. It should be treated instead as an autonomous agent that needs guardrails. Claude Code needs to be trained, configured, and operated properly. Tuning the directory structure, skills, agents, plugins, and MCPs turns Claude Code into a teammate rather than just a tool. THE BEST ENGINEERS WRITE LESS CODE (3 MINUTE READ) [13] Coding is expensive and time-consuming. Every feature carries ongoing costs, so it's a good skill to know what not to build. Code needs to solve the right problem, otherwise it becomes a liability. Great engineers are measured by how much value they create relative to the complexity they leave behind, not by how much code they produce. 🎁 MISCELLANEOUS WHAT APPLE AND GOOGLE ARE DOING TO YOUR PUSH NOTIFICATIONS (48 MINUTE READ) [14] Google and Apple have started parsing, ranking, summarizing, and answering notifications on users' behalf. Over the last few years, on-device models have started to summarize, reorder, and rewrite notifications before users see them. Notifications are also evolving into triggers consumed by agents. This post discusses the implications for developers and how to adjust notifications accordingly. AVOIDING DEATH ON THE YELLOW BRICK ROAD (23 MINUTE READ) [15] It is possible that the big AI labs will eventually automate software away in every industry. However, the reality is that the world is full of complex, often vertical problems that can't simply be solved with a horizontal tool with access to standard tools and computer use. The value will come from the scaffolding around models that makes their output trustworthy, compliant, and operational inside a specific industry. There are plenty of opportunities in AI outside of the core research lab niche. ⚡ QUICK LINKS 📸 TURN ONE PHOTO INTO AN AI HUMAN THAT TALKS BACK. (SPONSOR) [16] Anime, cartoon, headshot — anything human-like. Built on Tavus: sees, hears, feels, responds in real-time. [50% OFF + 250 FREE MIN FOR TLDR USERS →] [17] META'S PREMIUM BRANDING MESS (6 MINUTE READ) [18] Meta's new premium pricing and naming is a confusing mess. JUDGMENT IS THE SKILL THAT MATTERS MOST IN THE AI ERA (7 MINUTE READ) [19] AI lowers the cost of creation, but it doesn't lower the cost of being wrong. THE COPY AND THE GURU (6 MINUTE READ) [20] The digital twin concept is the ultimate expression of media manipulation becoming the primary currency instead of authenticity. BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [21] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [22]. SELF-DRIVING, TESLA, AND THE INFLUENCE OF BRAND (8 MINUTE READ) [23] While Tesla's product is still respected by owners, the brand has become politically charged, competitively pressured, and no longer 'cool' in the way it once was. GOOGLE EMPLOYEE CHARGED WITH INSIDER TRADING ON POLYMARKET (3 MINUTE READ) [24] Michele Spagnuolo has been charged with fraud and money laundering after making bets based on nonpublic search data. FAST IS BETTER THAN SLOW (6 MINUTE READ) [25] Being fast means you get more data quicker, learn faster, and can try out multiple approaches to a problem. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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AI Overviews change Google from a clickthrough engine into a comparison layer, while AI Mode drives fast acceptance and fewer clicks ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-27 BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [4] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [4]. 📱 NEWS & TRENDS USERS BEHAVE DIFFERENTLY IN AI OVERVIEWS VS. AI MODE (5 MINUTE READ) [5] AI Overviews change Google from a clickthrough engine into a comparison layer, while AI Mode drives fast acceptance and fewer clicks. The study of 846,000 search sessions found users reversed scroll direction for 47.5% of total scrolling on AIO pages versus 27% without AIOs, which shows that users re-read and compare results before deciding. Brand searches also lost speed and certainty because navigational queries saw a 40% jump in cursor activity when an AIO appeared, which means even branded traffic now evaluates surrounding SERP content before clicking. Brands should treat AI Mode and AI Overviews as separate optimization problems because AI Mode rewards inclusion in AI-generated shortlists, while AIOs reward stronger SERP copy, title tags, and metadata that hold up during repeated comparison passes. BRITISH MEDIA BUYERS ARE PREPARING FOR CHATGPT ADS (3 MINUTE READ) [6] OpenAI's ChatGPT ads rollout is creating a new mid-funnel channel that blends search intent with programmatic targeting, so agencies are treating it as an experimental awareness play instead of a direct response channel. Early campaigns in the US started with CPMs near $60, but agencies now report CPMs closer to $30 alongside early conversion signals and high order values. Agencies are advising brands to fund tests from innovation budgets because measurement, brand safety, and attribution standards still lag behind search and social platforms. Advertisers also see long-term value in influencing AI-generated recommendations directly, since brands may gain more from becoming part of the LLM interface than from driving clicks to external sites. 🚀 STRATEGIES & TACTICS HUMOR MAKES IT EASIER TO FORGIVE AI MISTAKES (3 MINUTE READ) [7] Self-deprecating humor can make AI mistakes feel more human and less frustrating. In tests with 1,919 people, users were up to 47.8% more forgiving of wrong recommendations when AI used self-deprecating jokes instead of a neutral apology. The tactic works best for low-stakes errors like bad product recommendations or minor customer service issues. Brands using AI support should replace long apologies with light humor, quick retries, and appreciative language like “thanks for bearing with me” to reduce friction and improve customer sentiment. INTERRUPTING BUYER JOURNEYS: THE SEO STRATEGY HIDING IN PLAIN SIGHT (5 MINUTE READ) [8] Instead of matching search queries with direct-intent content, brands can capture high-value traffic by creating content that challenges a query's premise and introduces alternatives the user hadn't considered. LLMs and AI Overviews already model this behavior by surfacing follow-up questions and alternatives after answering an initial query. The strategy works best when targeting research-stage signals like competitor comparisons and pricing searches rather than high-commitment branded purchase queries. HOW TO WRITE EMAILS THAT AI WILL ACCURATELY SUMMARIZE (7 MINUTE READ) [9] Emails are now interpreted by AI before humans read them, and that determines what gets surfaced or distorted. Tests with Gmail and Gemini show that structured, text-based emails are accurately summarized, while image-based content, vague messaging, urgency, and implied intent are often missed or misrepresented. AI can also hallucinate details when context is incomplete or unclear. Emails need to be written for extraction, not just reading, with clear points, explicit CTAs, and live text that preserves meaning in summaries. 🧑‍💻 RESOURCES & TOOLS LINKEDIN BEATS YOUTUBE FOR B2B VIDEO, PER WISTIA'S 2026 STATE OF VIDEO REPORT (SPONSOR) [10] Wistia's 6th annual 2026 State of Video Report [10] is here! Find out what 13 million video and 1,000 video marketers reveal about budgets, performance, and the impact of AI. Also - get benchmarks that can help you answer the age-old question: is this video actually working? Get your free copy here [10] 2026 LINKEDIN ADS STACK (2 MINUTE READ) [11] Most LinkedIn Ads stacks are built backwards, starting with creative instead of data. The better setup starts with Attio or HubSpot for closed-won analysis and Claude for ICP and pain point mapping, then Clay for targeting. Dreamdata handles attribution and ROI tracking, Figma or Canva plus Claude speeds up creative production, and Whatagraph consolidates reporting into exec dashboards. Fix data first so targeting, creative, and reporting all compound downstream. HOW TO MAKE YOUR WEBSITE AGENT-READY (21 MINUTE READ) [12] This guide explains how to make a site usable for AI agents by focusing on two layers: the page and the surrounding protocols. It argues these changes do not drive citations directly, but make sites easier and cheaper for agents to read and interpret. It reviews limited and mixed evidence, then outlines practical steps like improving semantic HTML, setting robots.txt rules, adding llms.txt, enabling markdown delivery, and exposing APIs when needed. It also shows who should act now versus wait based on site size and audience. 🎁 MISCELLANEOUS HOW B2B CONTENT ACTUALLY MAKES MONEY (3 MINUTE READ) [13] Content drives revenue when it's tied to clear roles in the buying journey, not output volume. Bottom of funnel blog content converts high intent buyers into demos and sales conversations, newsletters maintain direct relationships that shorten decision cycles and increase trust, and social builds awareness and keeps the brand top of mind but rarely closes deals on its own. The real performance comes from the system working together, where social feeds demand, blogs capture it, and newsletters convert it over time into pipeline. THE ARMS RACE BEFORE THE BELL: WHAT OPENAI AND ANTHROPIC ARE REALLY DOING RIGHT NOW (7 MINUTE READ) [14] OpenAI and Anthropic are accelerating launches, partnerships, and acquisitions as they move toward IPOs. Anthropic's Project Glasswing showed Claude Mythos finding thousands of security vulnerabilities across major companies, alongside the Stainless acquisition and major enterprise and government deals. OpenAI is advancing toward a potential $1T IPO while expanding Codex, ads, finance tools, and voice AI in ChatGPT. Both are burning billions while scaling revenue quickly, with every release serving both product growth and investor narrative ahead of going public. ⚡ QUICK LINKS HEALTHY RETENTION IS THE EASIEST NUMBER TO FAKE TO YOURSELF (1 MINUTE READ) [15] 12 retention mistakes that hide in clean-looking reports. SAFE IN THEIR SEAT. CUTTING THE SEAT BELOW (1 MINUTE READ) [16] 94% of marketing leaders think they're safe, yet 60% expect content roles to be cut as AI replaces junior work and flattens teams. CONVERSION-ORIENTED ADS COMING TO CHATGPT (1 MINUTE READ) [17] OpenAI is letting advertisers test conversion-oriented ads in ChatGPT starting this week, using a pay-for-results model where charges only apply when users complete actions like purchases or appointment bookings. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=fd101388-598c-11f1-bc3b-eb69e6bcc437&pt=campaign&t=1779880949&s=50024cc345f46e02d0accf231660ac8160b479dcb97da1e7c6f6d67430e186cc [4] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [5] https://www.growth-memo.com/p/users-behave-differently-in-ai-overviews?utm_source=tldrmarketing [6] https://links.tldrnewsletter.com/1Ul0B6 [7] https://app.sciencesays.com/p/humor-makes-it-easier-to-forgive-ai-mistakes?utm_source=tldrmarketing [8] https://searchengineland.com/interrupting-buyer-journeys-seo-strategy-478548?utm_source=tldrmarketing [9] https://www.linkedin.com/pulse/how-write-emails-ai-accurately-summarize-jeanne-jennings--bdeoc/?utm_source=tldrmarketing [10] https://wistia.com/explore/state-of-video-report?&utm_source=TLDR&utm_medium=newsletter&utm_campaign=state-of-video-2026 [11] https://www.linkedin.com/posts/patrick-james-cumming_most-linkedin-ads-stacks-are-built-backwards-share-7463857232720547840-orEq/?utm_source=tldrmarketing [12] https://suganthan.com/blog/how-to-make-website-agent-ready/?utm_source=tldrmarketing [13] https://www.linkedin.com/pulse/how-b2b-content-actually-makes-money-make-ceo-happy-justify-densmer-g4anc/?utm_source=tldrmarketing [14] https://www.thestateofbrand.com/news/openai-anthropic-ipo-arms-race?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/nekrasovdy_healthy-retention-is-the-easiest-number-to-share-7465039548637507585-OUN5/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/peeplaja_94-of-marketing-leaders-think-ai-wont-touch-share-7464666037037375489-MffJ/?utm_source=tldrmarketing [17] https://threadreaderapp.com/thread/2059314982282563938.html?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=fd101388-598c-11f1-bc3b-eb69e6bcc437&pt=campaign&pv=4&spa=1779879708&t=1779880949&s=a60b6a2e9c013b7c702c759b7ae1aee6414f71eb9217b443cadbca8995426c70

In January, SpaceX granted Elon Musk a pay package that will eventually total 1.3 billion in restricted shares. While he has not achieved the goals ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Microsoft] [4] TLDR 2026-05-27 BUILD TO SHIP WITH NVIDIA AT MICROSOFT BUILD, ONLINE & ON-SITE (SPONSOR) [4] Unlock developer-first, hands-on experiences with NVIDIA agentic solutions on Azure at MICROSOFT BUILD, happening in San Francisco and online June 2–3. From hands-on labs and demos to speaking sessions and interactive events, Microsoft Build offers developers a unique opportunity to go deep on REAL CODE, REAL SYSTEMS, AND REAL WORKFLOWS. Virtual passes are still available—sign up now. [5] 📱 BIG TECH & STARTUPS HOW SPACEX IS STRUCTURED TO FAVOR ELON MUSK (6 MINUTE READ) [6] In January, SpaceX granted Elon Musk a pay package that will eventually total 1.3 billion in restricted shares. While he has not achieved the goals that the award is contingent on, SpaceX's IPO prospectus says that he can use those shares in voting on shareholder decisions. SpaceX does not plan to have the majority of its board be independent directors, and any shareholder claims under federal securities laws must be resolved through arbitration. The measures allow Musk to pick the people who determine his pay and largely insulate himself from shareholder lawsuits. NASA SELECTS JEFF BEZOS'S BLUE ORIGIN FOR FIRST OF THREE UNCREWED LUNAR MISSIONS (5 MINUTE READ) [7] NASA plans to send three uncrewed lunar missions this year to kickstart the construction of a moon base. It has chosen Blue Origin to conduct the first mission, which will launch as early as Fall. NASA has also announced a series of smaller contracts with private companies, including Lunar Outpost and Firefly Aerospace, involved with the agency's Moon-to-Mars projects. The agency aims to establish a base with operating capability by 2032. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY US SEEKS TO GIVE WEAPONS-GRADE PLUTONIUM TO START-UPS FOR FUEL (11 MINUTE READ) [8] The Trump administration plans to give plutonium from dismantled nuclear warheads to companies to convert it into fuel for nuclear power plants. The Energy Department has more than 50 tons of surplus plutonium left over from nuclear weapons programs. One of the bottlenecks in expanding nuclear power right now is a lack of fuel. Harvesting old plutonium stockpiles could provide a short-term fix. NASA TAKES STEPS TOWARD BUILDING MOON BASE, INCLUDING DISCUSSING A “PERIMETER” (4 MINUTE READ) [9] NASA has announced a series of contract awards for the initial elements of a lunar base. Astrolab and Lunar Outpost have been selected to build approximately one-ton rovers to be ready for delivery to the Moon in 2028. Each rover is expected to have a range of 200 km and drive autonomously with guidance from operators on Earth or by astronauts. Blue Origin will deliver the rovers to the lunar surface separately with its Blue Moon Mark 1 lander. The goal of the mission will be to establish a perimeter for a Moon base. 💻 PROGRAMMING, DESIGN & DATA SCIENCE WHY IS ROI ON AI SO ELUSIVE? (SPONSOR) [10] One big reason is the interplay between three key (and sometimes contradictory) forces: business leaders, IT executives, and technology providers. Gartner sits at the nexus of all three, providing a unique intelligence advantage. See how in the 2026 Hype Cycle for Agentic AI [11] and all things AI in our AI hub. [10] BUILD NEW FEATURES USING BUILT-IN AI IN CHROME (3 MINUTE READ) [12] The built-in AI feature in Chrome is cost-efficient and performant. It works offline, protecting user privacy. This post takes a look at how trAIlblazers leveraged the built-in AI features to create its blog editor. Other real-world success stories include Drupal, which uses the Summarizer API for SEO tag generation within CKEditor; Yahoo! Japan, which uses the Prompt API for community comment moderation, and Trip.com, which helps shoppers navigate complex flight booking options with AI overviews. A FEW INTERESTING MODERN PIXEL FONTS (4 MINUTE READ) [13] Analog Mono was designed to fix the crimes of the classic pixel font that was ubiquitous in the 1990s. Coral Pixels is a color font with 1990s and 2000s colorful fringing baked in. Two Slice is a font that's only 2 pixels tall while remaining somewhat readable. Geist Pixel is a font that maintains the visual texture that teams want while reserving the typographic rigor that products require. 🎁 MISCELLANEOUS SUNDAR PICHAI ON AI, THE FUTURE OF SEARCH, AND WHAT'S HAPPENING TO THE WEB (40 MINUTE READ) [14] Google announced its new powerful Gemini models, AI agent plans, and changes to Search at its recent I/O event. This article features an interview with CEO Sundar Pichai recorded just after the conference. In the interview, Pichai discusses how he had to rethink how Google works, the executive changes and decisions needed to get the company into a more aggressive posture, the new announcements, and more. AMERICAN AIRLINES PICKS SPACEX'S STARLINK FOR IN-FLIGHT WI-FI ON MORE THAN 500 PLANES (2 MINUTE READ) [15] American Airlines will install Starlink on more than 500 of its narrow-body Airbus planes starting early next year. The carrier has no plans to change providers on its Boeing fleet, which uses services from Viasat and Panasonic. Members of its frequent flyer program get free in-flight Wi-Fi. Delta Air Lines said in March that it will use Amazon Leo for in-flight Wi-Fi starting in 2028. United, Southwest Airlines, and Alaska Airlines have selected Starlink. ⚡ QUICK LINKS THE SEARCH ENGINE APIS TRUSTED BY NVIDIA, AHREFS, AND KPMG (SPONSOR) [16] Access real-time search engine data in structured JSON. Build faster with one API for Google Search, Maps, Shopping, and other search engines, including Amazon, Walmart, and Bing. Check all available APIs [16] 3D-PRINTABLE HUMANOID LEGS LET ROBOTICS EXPERIMENTS RUN WILD (4 MINUTE READ) [17] The LeRobot Humanoid project provides robot builders and researchers with access to a bill of materials, files for 3D-printable parts, wiring documentation, physical assembly instructions, and software tools for creating a pair of humanoid robot legs. THE OPEN/CLOSED PROBLEM IN AI (6 MINUTE READ) [18] Improving open-loop efficiency will make finding breakthroughs harder. INSIDE THE LARGEST IPO EVER: BREAKING DOWN THE SPACEX S-1 (18 MINUTE READ) [19] SpaceX appears to be aiming to become the physical infrastructure layer for the AI and space economy. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [20] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [20] DROPBOX CEO DREW HOUSTON TO STEP DOWN AFTER 19 YEARS AT HELM OF CLOUD STORAGE PIONEER (8 MINUTE READ) [21] Ashraf Alkarmi, current product chief, will work alongside Houston as co-CEO for a time before eventually taking the job on his own. STACK OVERFLOW'S FORUM IS DEAD THANKS TO AI, BUT THE COMPANY'S STILL KICKING... THANKS TO AI (8 MINUTE READ) [22] Stack Overflow's new niche is the trust that was built by its old community and its expertise. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=8fb546e8-59a3-11f1-95ce-9bcbfa523e72&pt=campaign&t=1779877063&s=d91b59cc9d6bb8c712b691b3bc615ebf4dacaaf4bc742d916a7d9f66feeadac0 [4] https://aka.ms/Build-Reg-TLDR-NL?utm_source=TLDR&utm_medium=newsletter&utm_campaign=2026-05-26_Primary_Microsoft&utm_content=header_build_ship_nvidia [5] https://aka.ms/Build-Reg-TLDR-NL [6] https://links.tldrnewsletter.com/QzHACN [7] https://www.theguardian.com/science/2026/may/26/nasa-jeff-bezos-blue-origin?utm_source=tldrnewsletter [8] https://links.tldrnewsletter.com/Pcikrq [9] https://arstechnica.com/space/2026/05/nasa-takes-steps-toward-building-moon-base-including-discussing-a-perimeter/?utm_source=tldrnewsletter [10] https://www.gartner.com/en/ai?utm_source=tldr&utm_medium=display&utm_campaign=GTR_GB_2026_GTR_PD_DS1_AITLDRNL&utm_term=hubpage [11] https://www.gartner.com/en/articles/hype-cycle-for-agentic-ai?utm_source=tldr&utm_medium=display&utm_campaign=GTR_GB_2026_GTR_PD_DS1_AITLDRNL&utm_term=hubpage [12] https://developer.chrome.com/blog/build-new-features-using-built-in-ai-in-chrome-io2026?hl=en&utm_source=tldrnewsletter [13] https://unsung.aresluna.org/a-few-interesting-modern-pixel-fonts/?utm_source=tldrnewsletter [14] https://www.theverge.com/podcast/936445/sundar-pichai-ai-search-google-zero-youtube-web?utm_source=tldrnewsletter [15] https://www.cnbc.com/2026/05/26/american-airlines-spacex-starlink.html?utm_source=tldrnewsletter [16] https://serpapi.com/search-engine-apis?utm_source=tldr_newsletter [17] https://arstechnica.com/ai/2026/05/3d-printable-humanoid-legs-let-robotics-experiments-run-wild/?utm_source=tldrnewsletter [18] https://blog.mempko.com/the-open-closed-problem-in-ai/?utm_source=tldrnewsletter [19] https://www.tanayj.com/p/the-spacex-s-1-building-the-infrastructure?utm_source=tldrnewsletter [20] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=quicklinks05272026 [21] https://www.cnbc.com/2026/05/26/dropbox-ceo-drew-houston-ashraf-alkarmi.html?utm_source=tldrnewsletter [22] https://sherwood.news/tech/stack-overflow-forum-dead-thanks-ai-but-companys-still-kicking-ai/?utm_source=tldrnewsletter [23] https://refer.tldr.tech/420aa5da/ [24] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [25] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [26] https://jobs.ashbyhq.com/tldr.tech [27] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [28] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [29] https://twitter.com/tldrdan [30] https://twitter.com/SteveFlanders22 [31] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [32] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=8fb546e8-59a3-11f1-95ce-9bcbfa523e72&pt=campaign&pv=4&spa=1779876052&t=1779877063&s=b72c92c4d9da0634807c7198e165364534145715328eabd0f8ffcdef277a8b81

“Just make great content” is no longer enough because AI search is turning web content into summaries that don’t drive traffic back to creators ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-26 BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [4] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [4]. 📱 NEWS & TRENDS INIMITABLE PRODUCT IS THE NEW ‘MAKE GREAT CONTENT” (5 MINUTE READ) [5] “Just make great content” is no longer enough because AI search is turning web content into summaries that don't drive traffic back to creators. Search engines are increasingly absorbing and repackaging information inside their own interfaces, reducing the value of SEO-led publishing. The new advantage is building inimitable products that cannot be replicated or summarized, and using content mainly for distribution, not as the core business model. WHICH SOCIAL MEDIA TRENDS ARE WORTH YOUR BRAND'S TIME? (6 MINUTE READ) [6] The 4 filters for using a social media trend are that it must be part of an active conversation, be fast to execute, clearly connect to the brand, and make real customers feel seen. Trends that pass all 4, like Taco Bell and Denny's examples, work because they strengthen existing brand identity and audience relevance. Most trend content fails when it is slow or disconnected from buyers. Trends should be a small support layer, not the core of a content strategy, with original content doing most of the heavy lifting. 🚀 STRATEGIES & TACTICS HOW TO COMPETE WHEN YOU CAN'T OUTSHINE THE GIANTS (6 MINUTE READ) [7] A small soap brand beat giant competitors by doing the opposite of category marketing. Instead of miracle claims, it told the truth, mocked fake ingredients, and admitted limitations upfront. That honesty reduced skepticism, so its simple, specific claims felt more credible. The core lesson is positioning first, then copy. Stop adding hype, define what you won't claim, and let plain language do the selling. PAID ISN'T DEAD. BUT YOUR PLAYBOOKS NEED AN UPGRADE (17 MINUTE READ) [8] Make paid audience-first by prioritizing and enriching your TAM, syncing account and contact data into every ad platform, and feeding performance data back into your CRM. Run precision and scale in parallel. Avoid over-segmentation and use suppression lists and conversion APIs. Let platforms optimize once data is strong and integrate paid with organic, outbound, and sales. Treat paid as a two-way signal. Use it to test messaging and channels, then apply those learnings across your entire marketing system. INFLUENCER MARKETING BUDGET CALCULATOR: HOW TO ALLOCATE SPEND IN 2026 (7 MINUTE READ) [9] Most influencer marketing budgets are rising and should be set at 10 - 25% of total marketing spend. Allocation typically puts 50 - 60% into nano and micro creators, 20 - 30% into mid and macro creators, and 10 - 20% into testing. Platform spend should concentrate 40 - 50% on a primary channel with the rest split across secondary and supporting platforms. Hidden costs add 40 - 60% on top of creator fees, so programs must be planned as compounding systems, not isolated campaigns. 🧑‍💻 RESOURCES & TOOLS 10 RULES FOR A GOOD CLAUDE 4.7 PROMPT (1 MINUTE READ) [10] Anthropic's prompting guide boils down to being extremely specific. Define exact outputs, structure, length, and format instead of vague requests. Break tasks into clear steps and avoid relying on negative instructions. Treat prompts like reusable “skills” rather than one-off asks. YOUTUBE UPDATES UNIQUE REACH CALCULATION, ADDS MUSIC FOR STILL IMAGE POSTS (2 MINUTE READ) [11] YouTube's new “Unique Reach” metric estimates real viewers instead of just views. It accounts for shared TV viewing using modeled data. The metric aligns more with traditional TV measurement but is still an estimate. YouTube also added music support for image and carousel posts in Shorts to boost engagement. THE SECRET BEHIND $100M+ PERSONAL BRANDS (56 MINUTE VIDEO) [12] Katelyn Bourgoin breaks down how to create “ownable ideas” that stand out in crowded markets. She explains 6 types of ideas, a 5-question framework to build them, and why AI is killing traditional courses in favor of service-based “brainware” agencies. The episode also includes a live teardown of a real framework and how thinking shifts from content to systems that generate demand. 🎁 MISCELLANEOUS THE SOCIAL CONTRACT OF WRITING (4 MINUTE READ) [13] LLMs are flooding the internet with competent but repetitive writing, creating a growing backlash against low-effort content. AI-written text breaks an implicit contract where writers are expected to invest more effort than readers. Even good content feels empty if that effort isn't there. As AI text spreads, originality and human expression become more valuable, even over polish or correctness. THE REVENGE OF THE MEASURERS (10 MINUTE READ) [14] Cloudflare says its first mass layoff targeted “measurers”, the coordination-heavy roles created by headcount-driven growth. AI can now collapse this overhead while preserving real product complexity. Companies move toward smaller teams of producers and marketers, with AI increasing the output gap between top and average performers. Founder-led firms move first, forcing others to follow, while startups benefit most by starting lean. ⚡ QUICK LINKS GOOGLE MAY 2026 CORE UPDATE LANDED OVER THE WEEKEND (1 MINUTE READ) [15] Google's core search update began on May 21 and will take up to 2 weeks to complete. 5 LINKEDIN SECTIONS THAT MATTER MOST FOR REACH (1 MINUTE READ) [16] Fix LinkedIn reach by aligning your hook and content with an updated profile name, headline, about, title, and industry. GETTING INDEXED ISN'T ENOUGH (1 MINUTE READ) [17] Cited content in AI search needs an authoritative contrarian view, hard proprietary data, or a clear, reproducible step-by-step methodology. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f0ca7012-58cb-11f1-b561-1dcfcbc81d2f&pt=campaign&t=1779794469&s=51e53677c633dad323977d705537d114c0761a514cf5cacc7928c28190ce8f1b [4] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [5] https://sparktoro.com/blog/inimitable-product-is-the-new-make-great-content/?utm_source=tldrmarketing [6] https://futuresocial.beehiiv.com/p/which-social-media-trends-are-worth-your-brand-s-time?utm_source=tldrmarketing [7] https://conversion-rate-experts.com/how-to-compete-when-you-cant-outshine-the-giants-copywriting-friday/?utm_source=tldrmarketing [8] https://newsletter.mkt1.co/p/ads?utm_source=tldrmarketing [9] https://www.contentgrip.com/influencer-marketing-budget/?utm_source=tldrmarketing [10] https://www.linkedin.com/posts/ruben-hassid_anthropic-just-dropped-a-31-page-prompting-share-7463870976414334979-YppC/?utm_source=tldrmarketing [11] https://www.socialmediatoday.com/news/youtube-updates-unique-reach-calculation-adds-music-for-still-image-posts/821049/?utm_source=tldrmarketing [12] https://links.tldrnewsletter.com/uYkCpm [13] https://jola.dev/posts/the-social-contract-of-writing?utm_source=tldrmarketing [14] https://www.hackyexperiments.com/blog/the-revenge-of-the-measurers?utm_source=tldrmarketing [15] https://www.seroundtable.com/google-may-2026-core-update-landed-41380.html?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/zoehart_since-the-new-algo-update-5-things-could-ugcPost-7464483728631713792-4pSX/?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/kyle-morley_ai-is-officially-the-new-front-page-of-share-7464637232449245185-pxyh/?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f0ca7012-58cb-11f1-b561-1dcfcbc81d2f&pt=campaign&pv=4&spa=1779793264&t=1779794469&s=dc0521d2d2458ab4ac854e8bbae9a767f7ad428e4fdcd9b91d33d86dcce44416

The Ferrari Luce, designed in partnership with Jony Ive, is an electric vehicle that will test the appetite of the superrich for EVs ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-05-26 SECURING AGENTIC APPS: GIVE YOUR AI AGENTS THEIR OWN CREDENTIALS. (SPONSOR) [4] Most agents run on borrowed sessions. The user authenticates, the agent inherits their full OAuth token, and a support agent that looks up invoices can also refund, delete, and modify. The agent needed read access to one record. The blast radius is every account in the system. WorkOS is built to solve it. [5] Agents need their own identity, scoped credentials, and permission boundaries. WorkOS ships the OAuth flows, RBAC, and fine-grained authorization to scope what each agent can do, plus audit logs tied to every agent, every action, every authorization. Read the full guide → [6] 📱 BIG TECH & STARTUPS FERRARI LAUNCHES $640,000, JONY IVE-DESIGNED, GLASS-CLAD ELECTRIC SPEEDSTER (8 MINUTE READ) [7] The Ferrari Luce, designed in partnership with Jony Ive, is an electric vehicle that will test the appetite of the superrich for EVs. The first Ferrari with five seats, the Luce will be among the most expensive Ferraris that aren't part of a limited production run at a starting price of roughly $640,000. It accelerates from 0 to 60 miles an hour in less than 2.5 seconds with a top speed that exceeds 190 mph. The vehicle has a range of roughly 330 miles despite an unusually large battery. HUAWEI SAYS IT HAS WORKAROUND TO MATCH LEADING CHIPS (4 MINUTE READ) [8] Huawei expects to be able to make chips on par with leading products manufactured by Intel and other top global companies by 2031. It has developed a technique that can create chips that match the transistor density of those manufactured with a 1.4-nanometer process. The US has restricted China's access to advanced semiconductor technologies since 2022. Huawei's technology could remove this obstacle for China in its tech rivalry with the US. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY JAPAN'S NEW HYPERSONIC ENGINE COULD MAKE 2-HOUR FLIGHTS TO THE US A REALITY (4 MINUTE READ) [9] A team of engineers from Japan's Aerospace Exploration Agency (JAXA) and several Japanese universities has completed a successful ground combustion trial of a ramjet engine designed for a Mach-5 hypersonic aircraft. The test simulated a flight at five times the speed of sound. It was focused on validating the aircraft's heat-shielding, control surfaces, and engine performance under extreme conditions. The project's goal is commercial hypersonic passenger service by the 2040s. AI IS DOING SOMETHING WEIRD TO SCIENCE (30 MINUTE READ) [10] The scientific loop has four roles: poser, proposer, verifier, and curator. These roles are not interchangeable. While AI is getting better at some roles, which questions are worth asking remains entirely human. The question of what to look for has not been automated. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AGENTIC SEARCH LEADERBOARD: WHY AN LLM LEADERBOARD MATTERS FOR AGENT BUILDERS (SPONSOR) [11] Should you choose Claude, Gemini, GPT, or an open source model for AI-powered search? Algolia tested every major LLM [11] (24 models altogether) on 1,577 shopping queries across three dimensions of quality: addressing user queries with relevant info, avoiding hallucinations, and responding in users' language. Understand which LLMs perform best [11] AGENT SANDBOX (GITHUB REPO) [12] Agent Sandbox enables the easy management of isolated, stateful, singleton workloads. It is ideal for use cases like AI agent runtimes. The core Sandbox API allows users to manage a single, stateful pod with a stable identity and persistent storage. Agent Sandbox supports extensions that build on the core Sandbox API to provide more advanced features. A TERMINAL IS ALL YOU NEED FOR WEB AGENTS (WEBSITE) [13] Microsoft Webwright is a simple SWE-style browser agent framework that achieves state-of-the-art results on long-horizon web tasks. It gives agents a terminal that allows them to launch multiple browser sessions to inspect pages and complete web tasks. Webwright captures and inspects screenshots only when needed, and it enforces each web task to be completed end-to-end within a re-runnable Python script. It uses a small harness that adds just enough structure around completion, context, and reuse to avoid creating new failure modes. 🎁 MISCELLANEOUS I'M THE CEO OF GOLDMAN SACHS. THE AI JOB APOCALYPSE IS OVERBLOWN (7 MINUTE READ) [14] AI will absolutely disrupt the job market, but the US has a long track record of creating new jobs in response to disruption. The growing demand for data centers has created more than 200,000 construction jobs since 2022. AI may eliminate jobs in some sectors, but it will lead to growth in others. The US economy can and will adapt to major advances in technology. MICROSOFT'S QUIET CLAUDE CODE RETREAT AND THE REAL COST OF ENTERPRISE AI (10 MINUTE READ) [15] Microsoft is canceling most direct Claude Code licenses within its Experiences and Devices group. Affected engineers have been told to migrate to GitHub Copilot CLI by June 30. The pullback shows how the unit economics of enterprise AI coding do not work at current token prices. ⚡ QUICK LINKS MICROSOFT AI ENVISIONING DAY: YOUR ROADMAP TO BUILDING AND MONETIZING AI SOLUTIONS (#MICROSOFTPARTNER) (SPONSOR) [16] Watch this free video series to learn how to design, build, and monetize enterprise-ready AI apps and agents with proven patterns, resources, and offers to accelerate your path to market. Watch Microsoft AI Envisioning Day now. [17] POPE LEO COMPARES AI THREAT TO BIBLICAL ‘TOWER OF BABEL' (9 MINUTE READ) [18] Pope Leo XIV has issued a letter warning that AI will reduce humans to mere cogs in a system driven toward ever greater efficiency and that the concentration of power in the hands of a few private actors must be countered. USING AI TO WRITE BETTER CODE MORE SLOWLY (3 MINUTE READ) [19] Many people seem to think the point of AI coding is to write low-quality code as fast as possible, but the technology can also be used to write high-quality code. WE GOT OUR FIRST GLIMPSE AT AN UNREAL ENGINE 6 VIDEO GAME, AND IT'S ROCKET LEAGUE (2 MINUTE READ) [20] Epic Games has released a short teaser trailer showing an updated version of Rocket League running on Unreal Engine 6 with more detailed car models and dynamic lighting reflections. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [21] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [21] TETHER WILL LAUNCH AN 'OFFICIAL' STABLECOIN IN GEORGIA TIED TO LOCAL CURRENCY (1 MINUTE READ) [22] GELT will be tied to the official currency of the country of Georgia and enable lower transaction costs, near-instant settlement, programmable payments, and more. THE SOCIAL CONTRACT OF WRITING (5 MINUTE READ) [23] It's infuriating to invest time into reading something only to realize the author didn't invest the corresponding amount of time into writing it. ENHANCED GAMES RESULTS (4 MINUTE READ) [24] Greek swimmer Kristian Gkolomeev broke the non-enhanced world record time of 20.88 with a 20.81-second swim, earning him $250,000 for first place and a $1 million bonus for eclipsing the non-enhanced world record. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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AI companies are creating more user friction so they can sell tools that manage the friction. Google’s push toward “interactive experiences” ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Kineto] [4] TLDR MARKETING 2026-05-25 YOUR AI CAN'T HELP WITH SOCIAL MEDIA. THIS AGENT CAN. (SPONSOR) [4] Most AI tools spit out generic copy and call it strategy. Kinetik [5] is a social-first AI agent that lives in your messenger, learns how your brand sounds, and actually does the work. Connect Instagram, TikTok, X, or YouTube — and it gets started in minutes: * Writes copy and content plans in your brand voice, not generic AI voice * Finds and scores influencers, drafts outreach, tracks campaigns * Pulls competitor intel and market analytics, saves everything to Notion Works via text, photo, video, or voice. It remembers your context, so you never repeat yourself. Try Kinetik free → [6] 📱 NEWS & TRENDS AI IS NOT THE FUTURE OF SOFTWARE DEVELOPMENT, BUT THE LAST DYING GASP OF THE PAST (6 MINUTE READ) [7] AI companies are creating more user friction so they can sell tools that manage the friction. Google's push toward “interactive experiences” shows how far the industry has moved from solving real customer problems. Modern software incentives reward engagement and feature sprawl over efficiency, which turns unnecessary tasks into profitable business models. The “Annoyance Economy” costs families in the US at least $165B in wasted time and lost money each year. Products that remove effort and deliver direct outcomes will stand out as users grow tired of AI-generated clutter and engagement loops designed to keep them inside platforms longer. KEEPING CONVERSATIONS REAL ON LINKEDIN (2 MINUTE READ) [8] LinkedIn wants to preserve authenticity in professional conversations as AI-generated “low-effort” content becomes more common. The platform warns that overuse of AI can dilute real human insight and is rolling out systems to detect and reduce distribution of generic or automated posts and comments. Early testing shows it can identify such content with 94% accuracy, limiting its reach beyond immediate networks. LinkedIn is also expanding verification tools across 100M+ members to help users engage with real professionals and reduce bots and fake profiles. 🚀 STRATEGIES & TACTICS ARE YOU SELLING WHAT YOUR CUSTOMERS ARE BUYING? (2 MINUTE READ) [9] DiamondBack Covers increased conversions by 26% after replacing lifestyle-focused creative with product messaging aligned to customer priorities. Research showed buyers valued security most, but the homepage emphasized camping and off-road imagery that created confusion. The winning version used benefit-driven copy and close-up product visuals highlighting durability and weather protection. The result reinforced that above-the-fold messaging should lead with the core purchase driver rather than atmosphere or brand storytelling. B2B INFLUENCER MARKETING IS BECOMING A REVENUE CHANNEL. MOST TEAMS STILL RUN IT LIKE SOCIAL (4 MINUTE READ) [10] 55% of B2B marketers already run influencer programs, and 85% of enterprises plan to increase investment over the next five years. However, most teams still manage it like social content. The main constraint is operational maturity, not creator supply. As a result, ROI is harder to prove and scaling remains limited. Creator-led influence is not yet consistently tied to pipeline impact. ‘FIX EVERYTHING' IS THE WRONG SEO STRATEGY (6 MINUTE READ) [11] Chasing a perfect audit score is one of the most common resource drains in SEO, with teams closing tickets on minor HTML issues while pages sitting just off page one go unoptimized. Up to 67% of in-house SEO teams cite competing dev priorities as the top barrier to technical fixes, making prioritization critical. The recommended approach is "strategic neglect", deliberately deprioritizing low-impact issues like legacy 404s and cosmetic Lighthouse warnings in favor of content refreshes and internal linking. 🧑‍💻 RESOURCES & TOOLS REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [12] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [12] TYPESHARE (WEBSITE) [13] Typeshare is a digital writing and publishing platform designed to help creators build an online audience. It provides templates and other tools to help writers draft, optimize, and cross-post content across social media channels. Typeshare is free to use. GOOGLE'S AI CART WILL REMAKE ECOMMERCE (3 MINUTE READ) [14] Google is building a Universal Cart that follows users across its apps, letting them track product prices and complete purchases in one place. Alongside the Universal Commerce Protocol and Agent Payments Protocol, it connects merchant data, enables cross-channel checkout, and supports AI-driven purchasing under user rules. Merchants still fulfill orders, but Google increasingly handles discovery and coordination across a persistent shopping experience that spans platforms. 🎁 MISCELLANEOUS WHAT INTUIT'S LAYOFFS MEAN FOR MAILCHIMP CUSTOMERS (6 MINUTE READ) [15] Intuit is repositioning Mailchimp from a core growth engine to a profit-focused asset after failing to sell it, cutting investment as growth stalls. User numbers are flat at 11 million, revenue lags other segments, and pricing remains high versus competitors. While the platform still offers strong tools and scale, slower innovation and unclear roadmap direction are pushing marketers, especially those needing advanced automation, to seriously evaluate alternatives. META BUILT A REDDIT RIVAL OUT OF FACEBOOK GROUPS (2 MINUTE READ) [16] Meta's new standalone app, Forum, repurposes Facebook Groups content into a format designed to compete with Reddit's community-driven Q&A model. The app leverages Meta's existing advantage of years of accumulated group discussions, local recommendations, and hobby knowledge while adding AI-powered search and summarization. ‘AI WASHING': FIRMS ARE SCRAMBLING TO REBRAND THEMSELVES AS TECH-FOCUSED (3 MINUTE READ) [17] The rush to brand everything as AI is creating a credibility problem for marketers. PR executives say clients are forcing AI language into product names, press releases, and executive commentary even when the technology is simply better automation. With one account director estimating that half his outbound pitches overstate AI capabilities, the resulting journalist fatigue is making earned media placement significantly harder for companies with genuine AI stories to tell. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [18] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [19]. HOW TO SET UP YOUR NUMBERS ON GOOGLE, WEBSITE, CITATIONS (1 MINUTE READ) [20] Use call tracking without hurting SEO by keeping your real number on citations and using tracking on Google and your site. GOOGLE SEARCH: HOW PEOPLE ARE USING AI MODE IN THE US (9 MINUTE READ) [21] Top 10 topics people search in AI Mode include factual information, image editing, and date night recommendations. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [28] & Maddi Salmon [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [31]. 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SpaceX launched an upgraded version of its Starship rocket from a launchpad at its Starbase facility on Friday. The booster successfully separated ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-05-25 EMAIL. SLACK. PRDS. PROMPTS. DOC EDITS. (SPONSOR) [4] The five things eating your week. Wispr Flow [5] turns all of them into voice, 4x faster than typing. Speak the way you think. Flow handles the rest. * 89% OF MESSAGES SENT WITH ZERO EDITS. Flow strips filler, fixes grammar, formats as you speak. * SYSTEM-LEVEL ON EVERY DEVICE. Mac, Windows, iPhone, Android. Works in every app, no plugins. * ONE HOTKEY. Hold to talk. Release. Clean text where your cursor lives. Used by teams at OpenAI, Vercel, and Clay. Free to start. Try Wispr Flow Free [6] | Get Flow [7] 📱 BIG TECH & STARTUPS SPACEX LAUNCHES 400-FOOT-TALL ROCKET THAT WILL HELP DEFINE ITS FUTURE (3 MINUTE READ) [8] SpaceX launched an upgraded version of its Starship rocket from a new launchpad at its Starbase facility on Friday. The booster successfully separated from the spacecraft, but it wasn't able to conduct an engine maneuver and eventually crashed into the Gulf of Mexico. Starship lost one of its engines but was able to make it to space. It deployed devices that mimic satellites, as well as two satellites that took images of the flying spacecraft. Starship exploded after it touched down in the Indian Ocean. SUNDAR PICHAI UNDERSTANDS WHY PEOPLE ARE ANXIOUS ABOUT AI (23 MINUTE READ) [9] Sundar Pichai believes that AI is the most profound technology humanity will ever work on. He says it is natural that people feel anxious about the future the technology will bring, especially with its extraordinary pace of progress. Pichai thinks the industry has to do a lot more work in showing the benefits that are possible with the technology. This article contains a transcript of an interview with Pichai where he discusses the future of Google Search, how he's using AI agents, and his advice for college students. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY CHINA LAUNCHES SHENZHOU-23 MISSION WITH POTENTIAL RECORD ONE-YEAR STAY IN ORBIT (2 MINUTE READ) [10] China's Shenzhou-23 mission sent three astronauts to the Tiangong space station on Sunday. One crew member may remain in orbit for a full year, the longest human space mission in China's history. The astronaut selected for the extended stay will be determined later during the mission. The mission will also conduct the first autonomous rapid rendezvous and docking procedure with Tiangong's core module, a capability expected to support future lunar operations. INSIDE THE WORLD'S BIGGEST BET ON FUSION ENERGY (3 MINUTE READ) [11] The International Thermonuclear Experimental Reactor (ITER) is the world's biggest bet on fusion energy. At an estimated cost of $22 billion, ITER is a donut-shaped vacuum chamber designed to contain temperatures 10 times hotter than the core of the Sun. The project is so daunting in scale that longtime geopolitical rivals are collaborating on the project, pooling their resources to share in its potential risks and rewards. This article provides an overview of the project and contains a video showing what the heart of the experiment looks like. 💻 PROGRAMMING, DESIGN & DATA SCIENCE 💻 ONE PHOTO → INTERACTIVE AI HUMAN. (SPONSOR) [12] Upload a headshot, an anime character, a brand mascot, or an AI-generated portrait — and Tavus turns it into an interactive AI human instantly. It sees you, hears you, reads emotion, and responds in real-time. The only limit is what you can imagine into a single image. [CREATE YOUR AI HUMAN TODAY → [13]] [GET 50% OFF + 250 FREE MIN → [13]] AUTH.MD (WEBSITE) [14] auth.md provides secure agent registration that any app can implement. The Markdown file tells agents how to register on behalf of users, informing them which flows are supported, which scopes exist, and how to register for services. Agents' identity providers vouch for users - no human interaction is required. A HACKER GROUP IS POISONING OPEN SOURCE CODE AT AN UNPRECEDENTED SCALE (6 MINUTE READ) [15] TeamPCP is deploying supply chain attacks at an unprecedented scale, turning what was an occasional nightmare into a near-weekly episode. It has corrupted hundreds of open source tools, sowing a new level of distrust in the ecosystem used to create the world's software. Even GitHub has been breached by the group through a poisoned VSCode extension. The group appears to be financially motivated as it often deploys ransomware or data extortion campaigns against its targets. It is also willing to sell victims' data to any buyer. 🎁 MISCELLANEOUS MEET MARK ZUCKERBERG'S RIGHT-HAND MAN WHO'S UNLEASHING AI AT META (10 MINUTE READ) [16] Andrew Bosworth, a top lieutenant of Meta CEO Mark Zuckerberg for more than 20 years, is leading Meta's gargantuan efforts to transform itself into an AI-first company that can innovate as fast as nimble startups. Bosworth is set to make nearly $1 billion if he can help increase Meta's market cap by more than 500% in the next five years. His focus now is on getting workers to use AI more in their work, and when possible, hand tasks over to it entirely. This article takes a look at his career up until now. PREDICTING AI JOB EXPOSURE (11 MINUTE READ) [17] Many people would like to be able to predict which jobs, companies, and industries will be most affected by AI. However, this is mostly impossible. Past technology trends have seen some industries that should have suffered end up bigger, and some of the industries that should have been immune suffer. Right now, there are too many factors at play to predict what the impact of AI will be. ⚡ QUICK LINKS REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [18] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [18] IT'S LIKE THE OLYMPICS - EXCEPT STEROIDS ARE ALLOWED (8 MINUTE READ) [19] The Enhanced Games features dozens of elite athletes on legal performance-enhancing drugs all trying to break world records. ANTHROPIC PREPARES MYTHOS 1 FOR CLAUDE CODE AND CLAUDE SECURITY (2 MINUTE READ) [20] Mythos is now being used to help protect a wider range of organizations and will be made public once the right safeguards are in place. META LAUNCHES FORUM, A NEW REDDIT-LIKE APP FOR FACEBOOK GROUPS (2 MINUTE READ) [21] Forum is a dedicated space built for deeper discussions, real answers, and communities. BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [22] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [23]. DON'T ROLL YOUR OWN ... (9 MINUTE READ) [24] Developers should stop rolling out features that browsers already do well. THE ETERNAL SLOPTEMBER (6 MINUTE READ) [25] The adoption of AI agents into software development will be one of the most costly mistakes of the field's history. SNAP SPECS TRUE AR GLASSES REPORTEDLY LAUNCH THIS FALL FOR AROUND $2500 (5 MINUTE READ) [26] Snap Specs will be the first relatively normal-looking glasses that can place interfaces and virtual objects onto users' physical space without significantly dimming or distorting their view of the real world. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. 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Teen magazines helped young people explore interests and build identity outside peer pressure and mass audiences. Social media compresses identity ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-22 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS THE HUNT FOR IDENTITY AND THE TEEN MEDIA RENAISSANCE (11 MINUTE READ) [5] Teen magazines once helped young people explore interests and build identity outside peer pressure and mass audiences. Today, social media compresses identity into trends and comparison while pushing commentary and advertising before firsthand experience. Expression is constantly visible and judged, which limits experimentation and private discovery. Interest in print and offline experiences is rising as alternatives that reduce algorithmic pressure. These spaces are seen as a way to restore independent exploration and healthier identity development. VALUE CREATION, BULLSHIT JOBS AND THE FUTURE OF WORK (3 MINUTE READ) [6] Jobs exist because someone with hiring authority decides the value created exceeds the wages paid, and AI is now shifting that calculus by performing many tasks cheaper and faster than humans. The parallel to the Luddite-era displacement of weavers is instructive, since while handmade clothing became unaffordable, entirely new job categories emerged over time. The key difference now is speed, with workforce transitions that once took decades compressing into months, making resilience and continuous value creation the best strategy for navigating the shift. 🚀 STRATEGIES & TACTICS YOUR CAMPAIGN NEEDS MORE ON-RAMPS (4 MINUTE READ) [7] Algorithms have collapsed the linear timeline that traditional campaign rollouts depend on, making it likely that a viewer's first exposure to a campaign could be any post in the sequence. The solution is building "on-ramps" rather than story arcs, where each piece of content works as a standalone entry point that draws people deeper into the campaign. Golf brand Malbon applied this during The Masters by launching a separate account and producing 300 pieces of content, including a 25-episode standalone series, to reach 7M organic views in under a week. DIRECT AND ORGANIC SHOULD NOT BE CHANNELS IN YOUR ATTRIBUTION REPORTING (5 MINUTE READ) [8] Most attribution reports hide tracking gaps inside direct and organic traffic, which leads marketers to overcredit channels that did not drive discovery. Branded organic search often makes up 70%+ of SEO conversions, so teams should separate recall from acquisition and use tools like Search Console to identify inflated performance. Combine survey data, vanity URLs, landing page rules, and email-based identity stitching to recover attribution signals from channels where UTMs fail or disappear. Exclude noisy touchpoints like brand search and existing user revisits so you can make cleaner budget decisions. A practical benchmark is to investigate attribution quality when direct and referral exceed 10% of conversions or when “other” responses in surveys rise above 10% to 15%. 🧑‍💻 RESOURCES & TOOLS AI SEARCH READINESS CHECKLIST (SPONSOR) [9] Most brands still optimize only for Google search results while AI answers reshape how buyers find solutions. AirOps [9] and Mike King from iPullRank built a 7-step checklist covering what actually drives LLM retrieval. Includes the full webinar recording and a scorecard you can run today. GET THE CHECKLIST [9] SEO & AI TIP: YOUR WEBPAGES CAN CALL CHROME'S LOCAL LLM WITH ONE LINE OF JAVASCRIPT (2 MINUTE READ) [10] Chrome's Prompt API allows webpages and extensions to run Gemini Nano locally with one line of JavaScript without API costs. High-volume workflows can run on the user's machine instead of a paid API. There's also a privacy advantage since sensitive data never has to leave the browser. The strongest use cases are lightweight tasks like rewriting, scoring, and short passage summarization, while long-context and deep reasoning should still use cloud models. 50 DESIGN PROMPTS FROM EX-WARNER DESIGNER (NANO BANANA PRO) (7 MINUTE READ) [11] A collection of reusable prompts and workflows for creative and design tasks. It organizes ready-to-use materials across categories like branding, illustrations, icons, and mockups. SUPAHERO (WEBSITE) [12] A design inspiration gallery focused on website hero sections and landing page layouts for UI ideas. 🎁 MISCELLANEOUS DISGUISED AI ADS OUTPERFORM HUMAN ONES (2 MINUTE READ) [13] AI-generated ads match human performance overall, but those that look human-made drive the highest click-through rates. When ads are recognized as AI, performance drops, and human ads that look artificial perform the worst. This shows perception matters more than origin. Most people misidentify AI images, often associating polished visuals and prominent faces with human work. HOW ACCESS SURFACE SHAPES LLM SEARCH AND CITATION BEHAVIOR (16 MINUTE READ) [14] Petra Labs shows GEO research can mislead because outputs vary by access point, so many studies optimize for the wrong reality. Free ChatGPT over-indexes on Reddit while paid ChatGPT leans toward editorial publishers, meaning logged-out findings do not reflect real user experience. Brand visibility also shifts across ChatGPT and API environments, with some brands appearing in conversations but not in API outputs. Logged-in experiences favor earned media, while the API skews toward retail and product pages. NOURISH AND THE DECADE OF CONSUMER HEALTH (11 MINUTE READ) [15] Nourish built a fast-growing healthcare business by combining consumer-grade UX, insurance coverage, and measurable health outcomes into one platform. It used telehealth adoption, AI, and the rise of GLP-1 drugs to target chronic disease through nutrition, then proved ROI to payers with results like 8% weight loss and more than $2,000 in annual savings per patient. The company avoided overreliance on DTC by building referrals through 250+ health systems and a 100-person field sales team, which lowered CAC risk and expanded reach. The broader strategy is to evolve from a telenutrition product into an AI-powered metabolic care platform that combines providers, prescriptions, labs, wearables, and coaching into a full-stack healthcare system. ⚡ QUICK LINKS B2B BUYERS TRUST AI LESS THAN MARKETERS THINK (2 MINUTE READ) [16] While nearly half of B2B buyers use generative AI tools to research vendors, more than half have encountered misleading information, and 69% still rely on sales reps to validate what they found. WHY APPLE RELEASED BEHIND-THE-SCENES FOOTAGE FOR AN AD (2 MINUTE READ) [17] Apple's decision signals a broader shift where demonstrating human craftsmanship in creative work becomes a competitive differentiator as AI-generated content proliferates. CHROME'S DOCUMENTATION ON THEIR NEW AGENTIC BROWSING AUDITS (1 MINUTE READ) [18] Chrome's Lighthouse will check for a machine-readable summary at the domain root, interpreted as llms.txt, as part of evaluating AI readiness. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. 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Google has started testing several new ad formats in both standard search and in AI Mode. AI-generated ads for brands and products ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Buildkite] [4] TLDR 2026-05-22 HOW DO SOFTWARE LEADERS SHIP? WITH CI THAT TURNS SCALE INTO SPEED, RELIABLY. (SPONSOR) [4] Buildkite has run CI for OpenAI, Airbnb, Canva, Uber and Shopify for 7-12 yrs as they grew. Now we also orchestrate for Cursor, Anthropic, Meta, Mistral, xAI, Discord, Reddit, Ramp, Boston Dynamics, Applied Intuition, ASML, Planetscale, Pierre and Bun... ...and the workloads that build vLLM, Bazel and Backstage. Quietly powering software used by 1B+ people daily, since 2013. Parallelize, fan-out and orchestrate at depths a slightly faster runner won't reach as agentic codegen blows up your build queue. Start with our all-access 30-day trial. GET BUILDING → [5] 📱 BIG TECH & STARTUPS GOOGLE PUSHES AI-GENERATED ADS FURTHER INTO SEARCH RESULTS (6 MINUTE READ) [6] Google has started testing several new ad formats in both standard search and in AI Mode. AI-generated ads for brands and products will now appear below the responses to some prompts in AI Mode. Ads with direct offers for discounted products will be displayed in standard search results. The ads will not appear in Gemini for now. Google will protect the ads against AI hallucinations with strong guardrails. SPACEX POSTPONES LAUNCH OF NEWLY REDESIGNED STARSHIP (6 MINUTE READ) [7] Starship's launch has been delayed due to a malfunctioning part in the launch tower. SpaceX may try launching again today if the problem is fixed in time. The postponed test mission will deploy 20 Starlink simulators and stress-test tiles designed to protect the craft as it re-enters the Earth's atmosphere. The new investigation of Starship is designed to carry 100 metric tons to low-Earth orbit - the company's workhorse Falcon 9 vehicle can carry roughly 23 metric tons. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY EXPERIMENTAL DRUG YIELDS DRAMATIC WEIGHT LOSS (7 MINUTE READ) [8] Retatrutide, an experimental shot by drugmaker Eli Lilly, was so powerful in human trials that participants stopped taking it because they thought they were losing too much weight. The results for some of the heaviest patients were on par with those seen with gastric bypass surgery. There are some side effects at higher doses, such as gastrointestinal side effects so unpleasant that some patients stop taking it. Eli Lilly has not yet applied for regulatory approval. THE INTERNET CAN'T STOP WATCHING FIGURE AI'S HUMANOID ROBOTS HANDLING PACKAGES (10 MINUTE READ) [9] Figure AI has been livestreaming its humanoid robots placing packages onto a conveyor belt since May 13. The livestream has become a viral sensation. It was originally intended to only run for eight hours, but the company decided to continue the livestream 24/7 after the initial time was up. Viewers have named the robots and Figure plans to roll out related robot merchandise. 💻 PROGRAMMING, DESIGN & DATA SCIENCE REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [10] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [10] WHAT'S NEW IN WEB EXTENSIONS: I/O 2026 RECAP (6 MINUTE READ) [11] AI is making extension development more approachable than ever. Google is expanding developer registration to over 120 additional countries this year. The Chrome team is dedicated to elevating the extension developer experience and has expanded store permissions, modernized platform APIs, and introduced AI-integrated tooling to remove friction from workflows. This post details some of the biggest new features the team has introduced. CHEAP CODE MEANS FORMAL VERIFICATION IS REASONABLE NOW (9 MINUTE READ) [12] One way to make sure that agents complete tasks correctly is to make them hill climb on verifiable problems. Comprehensive conformance test suites are valuable because they help guarantee that agents produce what developers actually want them to. TLA+ is a formal spec language for modeling complex systems with many moving parts. Formal languages have proof checkers and other ways of catching many of the types of hallucinations that language models create. 🎁 MISCELLANEOUS HOW SPACEX'S IPO CEMENTS ELON MUSK'S GRIP ON THE COMPANY (3 MINUTE READ) [13] SpaceX has adopted a corporate governance policy that will erode typical shareholder protections and give Elon Musk virtually unchecked executive authority when the company goes public. It is combining supervoting shares, mandatory arbitration, stricter rules on shareholder proposals, and Texas corporate law to give Musk and other insiders broad control. The rules sharply limit investors' ability to challenge management, sue in court, and force votes on governance issues. It will protect SpaceX from the kind of criticism aimed at Tesla, where investors have challenged Musk on issues ranging from his pay package to the acquisition of his solar energy company, SolarCity. TODAY CLICKUP REDUCED HEADCOUNT BY 22% (5 MINUTE READ) [14] ClickUp is in the strongest position it's ever been in, but the company decided to cut 22% of its staff to operate at its highest level of productivity. The savings from the change will flow directly back to the staff who stay. The company plans to introduce million-dollar salary bands for staff who create outsized impact using AI. Staff affected by the cuts will receive packages aimed at honoring their contributions and easing the transition. ⚡ QUICK LINKS CLAIM $5 AT ZERO.XYZ, THE FREE POWER TOOL FOR AI AGENTS (SPONSOR) [15] Zero unblocks your agents so they can discover services to accomplish tasks, no APIs keys or config. Works with Claude Code, Codex, Gemini, OpenClaw, Hermes and most other CLI agents. Make your agents better with Zero. [15] NVIDIA TO BECOME THE WORLD'S LEADING CPU SUPPLIER WITH VERA HITTING $20 BILLION REVENUE THIS YEAR (7 MINUTE READ) [16] Nvidia's ARM-based Vera CPUs are purpose-built for Agentic AI and Inference domains. AFTER AUTOMATION (39 MINUTE READ) [17] AI progress creates more work for humans, not less. YOU CAN'T AFFORD TO LEAD AGENTIC ENGINEERING FROM THE SIDELINES (12 MINUTE READ) [18] Leaders need first-hand experience with the technology before they can start redesigning their processes. IT'S TIME TO WALK (6 MINUTE READ) [19] Dictation and agentic AI have given humans back the ability to walk, to rest, and to think while moving. THE CODDLING OF THE TECH MIND (4 MINUTE READ) [20] You don't learn agency in a place that never asks you to have any. IDEAS (WEBSITE) [21] This page contains a collection of mental models, patterns, and frameworks on thinking clearly, building well, and living with intention. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Retailers now face real legal risk for using fake urgency in email subject lines, especially in Washington state, where more than 100 brands ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Vidyard] [4] TLDR MARKETING 2026-05-21 3X CTR WITH VIDEO TAILORED TO EVERY STAGE OF YOUR FUNNEL (SPONSOR) [4] No one wants to read another marketing email. That's why 100K+ teams use Vidyard [4] to generate personalized videos that 3x CTR in crowded inboxes.  Video works everywhere your audience is: 🧑‍🏫 Webinar invites that fill rooms, not just registration boxes ✉️ Post-demo follow-ups that convert to a next step 60% of the time 📊 Engagement across every customer touchpoint with full analytics See how video can elevate every stage of your funnel [4] 📱 NEWS & TRENDS SKECHERS MUST FACE CLASS ACTION OVER MISLEADING PROMOTIONAL EMAILS (2 MINUTE READ) [5] Retailers now face real legal risk for using fake urgency in email subject lines, especially in Washington state, where more than 100 brands have already been sued over extended or repeated “limited time” offers. The lawsuit against Skechers shows that brands cannot treat phrases like “Today Only!” or “Ends Tonight” as harmless conversion tactics if the same promotion returns the next day. Brands should align promotional deadlines with actual campaign end dates and audit automated email flows that recycle urgency language across extensions. The court also rejected the argument that extending a sale helps consumers, which signals that intent matters less than whether the messaging creates false scarcity. EXPEDIA IS PREPARING FOR A FUTURE BEYOND TRAVEL WEBSITES (5 MINUTE READ) [6] AI is shifting travel planning from websites to chatbots and assistants, fragmenting how trips are discovered and planned. Expedia is positioning itself less as a consumer site and more as the infrastructure powering bookings. Travelers increasingly use AI for discovery but still prefer established platforms for transactions due to reliable fulfillment when things go wrong. 🚀 STRATEGIES & TACTICS HOW THE COFOUNDER/CEO OF BEEHIIV RUNS HIS NEWSLETTERS IN MINUTES (2 MINUTE READ) [7] This system automates five newsletter workflows. First, an AI editor turns rough drafts into publish-ready copy using a learned writing style and fact checks. Second, a subject line tool uses performance data to improve open rates through tested patterns. Third, an ad copy tool rewrites sponsor content to match voice and optimize clicks. Fourth, automated reports generate weekly branded performance PDFs for advertisers. Fifth, lead gen identifies subscriber employers, scores advertiser fit, and sends qualified leads in Slack daily. DON'T ASK FOR REVIEWS ON WEEKENDS (3 MINUTE READ) [8] Weekday timing matters more than convenience when asking for reviews. Researchers analyzed nearly 400 million reviews across 33 platforms and found weekend reviews scored .04 stars lower on average, while negative detractor reviews increased by 5.7%. Brands that rely on weekend traffic, like restaurants, bars, and hotels, face higher risk because service quality often drops during busy periods. Marketers should schedule review reminder emails during weekdays, lead with positive social proof, and test incentives like loyalty points or discounts since incentives increased review positivity by up to 83.4% in the study. GOOGLE ASK MAPS: HOW TO OPTIMIZE FOR VISIBILITY (9 MINUTE READ) [9] Google Ask Maps changes local SEO from a ranking problem to a recommendation problem, surfacing only 3-8 businesses per query and explaining why each is a fit rather than presenting a long list. The system draws on Google Business Profile data, review language patterns, website content, and external sources to build enough confidence to recommend a business for specific situations. Businesses that rely on generic service descriptions and broad profiles are at a disadvantage, while those with detailed reviews describing specific outcomes and content organized around customer decision-making scenarios are more likely to appear. 🧑‍💻 RESOURCES & TOOLS HOW TO MAKE CLAUDE BRUTALLY HONEST (2 MINUTE READ) [10] This prompt turns Claude into a more rigorous, truth-first assistant that prioritizes accuracy over sounding confident. It avoids fabricating sources or numbers, flags unverified claims, and distinguishes facts from assumptions. It enforces transparency about what is known, unknown, or inferred, requires credible sourcing when possible, and pushes the model to avoid guessing, especially on recent or changing information. THE FIGMA DESIGN AGENT IS HERE (7 MINUTE READ) [11] Figma's new on-canvas design agent can generate multiple landing page or campaign design directions in parallel from a single prompt, then automate bulk edits like swapping components or updating typography across files. For marketing teams without dedicated design resources, the agent handles repetitive production work like converting assets to dark mode and applying brand design systems consistently. It also synthesizes scattered feedback from stakeholders into actionable next steps, reducing the back-and-forth that typically slows campaign delivery. 🎁 MISCELLANEOUS AI CITATIONS VS MENTIONS: WHAT'S THE DIFFERENCE AND WHAT'S MORE IMPORTANT? (7 MINUTE READ) [12] AI visibility depends on two separate systems: mentions, which build brand awareness inside AI models, and citations, which drive referral traffic through linked sources. Mentions come from repeated associations in training data and retrieval, so brands should consistently tie themselves to target descriptors across PR, social, and on-site content. Citations depend on retrieval quality, which means content must rank well, stay fresh, and use tightly focused sections that AI can easily chunk and reuse in answers. Research shows only 13% of brands are both cited and mentioned, and 76.1% of cited URLs are unique to a single AI platform, so you need platform-specific visibility tracking instead of assuming one optimization strategy works everywhere. GOOGLE'S NEW UNIVERSAL CART WANTS TO FOLLOW YOUR ENTIRE SHOPPING JOURNEY ACROSS THE INTERNET (2 MINUTE READ) [13] Google's new Universal Cart lets users save products from across Search, Gemini, YouTube, and Gmail into a single hub that tracks price drops, flags compatibility issues, and alerts on restocks. The more significant announcement may be Agent Payments Protocol (AP2), which allows AI agents to autonomously complete purchases within user-defined spending limits and brand preferences. ⚡ QUICK LINKS X IMPLEMENTS NEW POSTING RESTRICTIONS ON NONPAYING USERS (2 MINUTE READ) [14] X slashed daily posting limits for non-paying users from 2,400 to 50 original posts and 200 replies. GEMINI OMNI IS GOOGLE'S NEW WORLD MODEL, WITH ADVANCED AI VIDEO GENERATION CAPABILITIES (2 MINUTE READ) [15] Gemini Omni Flash, capable of both creating and conversationally editing video, launches this week in YouTube Shorts and YouTube Create at no cost. THE DEVIL WEARS PRADA - BUT FOR MARKETERS (3 MINUTE VIDEO) [16] A parody with Meryl Streep as CMO, Stanley Tucci as VP, and Anne Hathaway as the new hire who thinks all 4 P's look the same. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c434d3c8-54d2-11f1-966d-e55abe89d715&pt=campaign&t=1779362456&s=37b50a9e4af3f7379bca8ce8657109bbe3a7a31be8a759d13bdc33f51554c4ed [4] https://www.vidyard.com/video-for-marketing-teams/?utm_campaign=tldr-vidyard&utm_medium=email&utm_source=tldr-newsletter&utm_content=video-for-marketing&sfc=701OO00000kspb4YAA [5] https://links.tldrnewsletter.com/5nW0aN [6] https://links.tldrnewsletter.com/hGTvDY [7] https://threadreaderapp.com/thread/2056747156242092033.html?utm_source=tldrmarketing [8] https://app.sciencesays.com/p/don-t-ask-for-reviews-on-weekends?utm_source=tldrmarketing [9] https://searchengineland.com/google-ask-maps-optimize-visibility-478060?utm_source=tldrmarketing [10] https://www.linkedin.com/posts/theanishajain_i-cant-believe-my-claude-is-finally-brutal-share-7462758762139832320-3Pjz?utm_source=tldrmarketing [11] https://www.figma.com/blog/the-figma-agent-is-here/?utm_source=tldrmarketing [12] https://www.buzzstream.com/blog/ai-citations-vs-mentions/?utm_source=tldrmarketing [13] https://techcrunch.com/2026/05/19/googles-new-universal-cart-wants-to-follow-your-entire-shopping-journey-across-the-internet/?utm_source=tldrmarketing [14] https://www.socialmediatoday.com/news/x-implements-new-posting-restrictions-on-nonpaying-users/820671/?utm_source=tldrmarketing [15] https://mashable.com/article/gemini-omni-flash-ai-video-generation-google-io-2026?utm_source=tldrmarketing [16] https://www.linkedin.com/feed/update/urn:li:activity:7462409340164083712/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c434d3c8-54d2-11f1-966d-e55abe89d715&pt=campaign&pv=4&spa=1779361311&t=1779362456&s=9e39c2ca323a01961638896bfe8acfd01d350329df78f32728cbc57c9bab82a8

SpaceX's IPO is expected to set a record for the biggest stock debut ever and could make its founder, Elon Musk, the world's first trillionaire ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-05-21 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [4] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. With QA Wolf [4], you can get: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [4] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [4] 📱 BIG TECH & STARTUPS THE SECRETS REVEALED IN SPACEX'S IPO FILING (9 MINUTE READ) [5] SpaceX's IPO is expected to set a record for the biggest stock debut ever and could make its founder, Elon Musk, the world's first trillionaire. The company is aiming to go public in June on Nasdaq under the ticker symbol SPCX. The company lost $4.9 billion last year on revenue of $18.7 billion. This year, in the first quarter, SpaceX lost $4.3 billion on $4.7 billion of revenue. The financials show an established business launching satellites and astronauts to space, though it is still unprofitable. OPENAI IS PREPARING TO FILE FOR AN IPO VERY SOON (7 MINUTE READ) [6] OpenAI has been working with bankers to prepare to file for an IPO in the coming days or weeks. The company aims to be ready to go public as early as September. Its plans remain fluid and could still change. The company still has to overcome concerns about whether it can generate enough revenue to support its spending commitments, among a host of other challenges. It recently missed multiple internal revenue and user targets. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY CHICKENS WITHOUT EGGS? DE-EXTINCTION COMPANY CREATES ARTIFICIAL EGG (9 MINUTE READ) [7] Biotech startup Colossal has developed an artificial eggshell that allows almost the entire avian development process to occur. Its device keeps the entire contents of an egg intact so the embryo can develop normally. The transfer of the egg contents can take place before the circulatory system forms. The artificial container allows scientists to make changes to the embryo more easily and makes it easier to film and track changes to cell movements and rearrangements. ARTIFICIAL WOMB FOR GROWING MAMMALS IS AT 'ONE-YARD LINE', SAYS COLOSSAL CEO (4 MINUTE READ) [8] De-extinction startup Colossal claims it has almost finished building an artificial womb capable of supporting mammal development. The company still needs to reproduce the chemical signals between early development stages, but the artificial womb platform already achieves a 100% development rate. The system is not part of Colossal's late 2028 woolly mammoth birth plans. The technology could eventually have implications beyond deextinction. The company plans to open-source all of its technologies for conservation. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE CONTEXT LAYER FOR MODERN ENGINEERING TEAMS (SPONSOR) [9] Agents can generate code. Getting it right for your system, team conventions, and past decisions is the hard part. Unblocked is the context layer that turns code, docs, tickets, and conversations into actionable context, so engineers move faster and agents stay on track. Start a free 3 week trial. [9] MAKING OUR MONOREPO ERGONOMIC FOR AGENTS (21 MINUTE READ) [10] Code agents have their own failure modes, appetite for context, and demands on what counts as a well-organized repository. Companies need to take this seriously as the work to make a repository ergonomic for agents is bigger than expected, and the principles are non-obvious. However, the payoff is substantial. This article looks at how Basis made its codebase ergonomic for agents in three months using principles rooted in verifiability, interoperability, and canonical context. GEMINI 3.5 FLASH DEVELOPER GUIDE (14 MINUTE READ) [11] Gemini 3.5 Flash is now generally available. This guide contains an overview of improvements, API changes, and migration guidance for the model. Gemini 3.5 Flash features Thinking, structured outputs with tools, multimodal function responses, code execution with images, and combined tool use, but not Computer Use. It delivers sustained frontier performance in agentic execution, coding, and long-horizon tasks at scale. 🎁 MISCELLANEOUS HOW I CHOOSE WHICH CLOUDFLARE EMPLOYEES TO REPLACE WITH AI (5 MINUTE READ) [12] Cloudflare laid off more than 20% of its workforce two weeks ago, many of whom were responsible for various measuring tasks. The company now has better tools to measure exactly how the business is performing. Cloudflare has a record number of open positions, and it expects its number of employees to grow. AI is allowing the company to better measure itself so the humans on its teams can focus on creating and capturing value by building and selling. JEFF BEZOS DESCRIBES HIS $38B STARTUP PROMETHEUS FOR THE FIRST TIME: ‘NOTHING TO DO WITH ROBOTICS' (2 MINUTE READ) [13] Jeff Bezos' startup, Project Prometheus, is developing an artificial general engineer and building next-generation tools for designing physical objects, similar to a very modern version of Computer-Aided Design. The tools Prometheus is building will help companies like Blue Origin immensely. Project Prometheus launched with $6.2 billion in funding and has roughly 120 employees from firms including OpenAI, DeepMind, Meta, and xAI. It was previously incorrectly reported to be an AI robotics company. ⚡ QUICK LINKS BUILD AI TO HELP PATIENTS NAVIGATE HEALTHCARE (SPONSOR) [14] Sage Care is rebuilding healthcare access with AI voice agents and smart routing so patients get care faster. The founders (ex-Apple, ex-Uber with successful previous exits) are hiring entrepreneurial AI engineers to help scale this mission, learn more here [14]. ZUCKERBERG WARNS ‘SUCCESS ISN'T A GIVEN' AFTER LAYING OFF 10% OF META (3 MINUTE READ) [15] He has assured workers that there shouldn't be any additional cuts in 2026. CODING IS SOLVED? SOFTWARE IS NOT (11 MINUTE READ) [16] There are still moments in the development loop where humans are required. GITHUB CONFIRMS BREACH OF 3,800 REPOS VIA MALICIOUS VSCODE EXTENSION (3 MINUTE READ) [17] GitHub has since removed the unnamed trojanized extension from the VS Code marketplace. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [18] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [18] NEW IPHONE ULTRA LEAKS COVER RELEASE TIMING, DISPLAY BREAKTHROUGH, MORE (2 MINUTE READ) [19] Apple's first foldable iPhone is reportedly in trial production, but there are issues with its hinge that are causing an infinite delay to the production process. YEARS-LONG FIGHT OVER USERS' RIGHT TO TWEAK SMART TV SOFTWARE HEADS TO TRIAL (16 MINUTE READ) [20] A jury in California will decide in August whether Vizio must provide the code for its Linux-based smart TV operating system to the Software Freedom Conservancy and any Vizio TV owner who wants it. E-HIKING IS HERE. YOU CAN TELL BY MY 1,000-WATT HIPS (6 MINUTE READ) [21] Personal exoskeletons, once reserved for military, heavy industry, and mobility rehabilitation, are now light and affordable enough for regular people who want to feel superhuman. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Under Armour illustrates what happens when a brand expands into adjacent categories without a clear brand promise anchoring its identity ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-20 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS SYNTHETIC CUSTOMERS EARN THEIR STRIPES (5 MINUTE READ) [5] Synthetic customers are AI-generated digital twins or segment-based personas built from first-party behavioral and voice of customer data. They simulate how customers respond to products and messaging, helping teams test ideas faster and eliminate weak concepts early. When grounded in proprietary data, they can closely match real survey and conjoint outcomes, often replicating up to 90% of key results. They're used to augment traditional research for faster decision-making. HOW COMMUTING HABITS HAVE CHANGED FOR MARKETERS (2 MINUTE READ) [6] The share of marketers and agency professionals commuting to work has risen from 63% in April 2022 to 92% in April 2026, with 53% now in the office five days a week. That pace has closed and slightly overtaken the general population, which had been 23 points ahead on return-to-office rates in early 2022 but now trails by 7 points. The gap in average weekly office days remains, with ad professionals at 4.4 days versus 4.7 for the broader workforce, and both groups show Friday as the lowest-attendance weekday. GOOGLE SEARCH AS YOU KNOW IT IS OVER (4 MINUTE READ) [7] Google announced at I/O what it called the biggest change to Search in 25 years, replacing the traditional link-based results page with AI-powered interactive experiences, custom widgets, and "information agents" that monitor the web on a user's behalf. AI Overviews already reach 2.5 billion monthly users, and the new features will let Search generate dynamic layouts and mini apps built through natural-language commands. 🚀 STRATEGIES & TACTICS CLAUDE + GSC HACK (1 MINUTE READ) [8] Export 12 months of GSC data, including queries, impressions, clicks, CTR, and position. Upload it to Claude and ask it to find high-impression low-ranking keywords, near-ranking terms, topic clusters, and content gaps, then turn them into specific pages to create or update. Run a second prompt asking Claude to critique its own output, re-prioritize for impact, and convert it into a focused action plan. The result is a ranked list of SEO opportunities based on real search demand and your existing visibility. HOW TO TELL WHETHER YOUR RETENTION DROP IS A PRODUCT PROBLEM OR A TIMING PROBLEM (3 MINUTE READ) [9] Most teams misread retention drops because they skip the diagnosis step and jump straight into product changes. Instead, start by documenting an expected retention range so you can separate normal seasonal behavior from actual product issues. Then segment cohorts by acquisition source to compare referral, paid, and organic users independently instead of relying on blended averages. Finally, trace churn back to the first friction point in the user journey rather than the day users stop returning, since weak onboarding often creates delayed retention problems. The author used this process to estimate that 60% of a retention drop came from December seasonality and 40% came from onboarding friction, then set a measurable goal to improve the four-day streak rate from 3.8% to 6% to 8% in the next launch cycle. 🧑‍💻 RESOURCES & TOOLS ADPLUS: AI THAT MANAGES YOUR CAMPAIGNS AND CREATIVE ACROSS 12 AD NETWORKS (SPONSOR) [10] Ever wish you could spend less time duplicating work across Meta, Google, Reddit, LinkedIn, and other ad platforms? You need AdPlus [10]. Feed it a brief - it generates the creative and sets up your ads across 12 different platforms. No fuss, no platform-hopping, more bandwidth for optimization. Free during beta [11] UNDER THE HOOD: HOW OPENAI CRAWLS YOUR SITE (WEBINAR) [12] Chris Long, co-founder of Nectiv and a leading voice in AEO/SEO, will walk through findings from his analysis of more than 7 billion log files from some of the world's biggest companies. You'll learn how OpenAI crawls your site and come out with insights to help you be found on ChatGPT. The free webinar will take place on May 21 at 11 AM ET. HOW MCP SERVERS ENABLED CLAUDE TO BE MY COMMAND CENTER (5 MINUTE READ) [13] MCP servers connected Claude to tools like Customer.io and Notion, enabling access to customer data and direct management of onboarding emails in one interface. A Notion doc with feature updates and a link to a three-email sequence was used as input, along with clear instructions and constraints similar to briefing a junior collaborator. Claude executed multiple tool calls, with each step reviewed and approved. Outputs included rewrites to welcome copy, updated subject lines, and shifts from future to present tense messaging. This replaced manual cross tool editing with a guided workflow where changes were directed and approved inside Claude. 🎁 MISCELLANEOUS HOW UNDER ARMOUR FORGOT THE FIRST RULE OF BRAND STRATEGY (6 MINUTE READ) [14] Under Armour illustrates what happens when a brand expands into adjacent categories without a clear brand promise anchoring its identity. The company's mission centers on making athletes better, but years of chasing athleisure, yoga, and lifestyle segments left consumers unsure who the brand is actually for. Deal-heavy sales attracted price-sensitive buyers who churned when discounts ended, and a good-better-best pricing tier strategy undermined the premium performance positioning the brand was built on. WHY AI MIGHT DO MORE FOR CHALLENGER BRANDS (3 MINUTE READ) [15] Large marketing organizations are struggling to implement AI at scale, often because enterprise-wide platform deals push tools onto marketing teams that weren't designed for their needs. This creates an opening for challenger brands, which can move faster with marketing-native AI tools and close resource gaps that previously required agency retainers or dedicated data analysts. AI's near-term impact on advertising may be less about making giants leaner and more about leveling the playing field for smaller competitors. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [16] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [17]. FRACTIONAL CONTENT LEAD VS. CONTENT RETAINER (2 MINUTE READ) [18] Fractional is flexible senior ownership tied to outcomes, while a retainer is fixed deliverables tied to output. SPOTIFY MADE ITS LOGO UGLY ON PURPOSE (5 MINUTE READ) [19] Spotify's disco ball icon sparked backlash, fueled virality, and told a brand story worth studying. OPENAI: SIGNALS CONSUMER DATA (4 MINUTE READ) [20] Consumer ChatGPT usage splits between work and personal, with non-work at about 55%–60% and work at roughly 40%-45%. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [27] & Maddi Salmon [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [30]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c0797990-541a-11f1-89a0-77104adec425&pt=campaign&t=1779276438&s=166d6c2c956389200827343cb0c4838f8c9b9266e963696f74e5668da8dca904 [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary05202026 [5] https://www.bain.com/insights/synthetic-customers-earn-their-stripes/?utm_source=tldrmarketing [6] https://www.insideradio.com/free/here-s-how-commuting-habits-have-changed-for-marketers/article_cdf047df-1a1f-48ab-bb41-312085f50f5f.html?utm_source=tldrmarketing [7] https://techcrunch.com/2026/05/19/google-search-as-you-know-it-is-over/?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/anku-kush_claude-gsc-hack-1-open-google-search-share-7458216032055463936-a99Q?utm_source=tldrmarketing [9] https://promptledproduct.substack.com/p/how-to-tell-whether-your-retention?utm_source=tldrmarketing [10] https://getadplus.com/launch/marketers?utm_source=TLDR&utm_medium=Paid&utm_campaign=TLDR-Marketing [11] https://getadplus.com/launch/marketers?utm_source=TLDR&utm_medium=Paid&utm_campaign=TLDR-Marketin [12] https://lp.botify.com/unlock-ai-crawl-insights-with-botify-openai-log-file-analysis-temp?utm_source=tldrmarketing [13] https://www.naomiwest.ca/journal/how-mcp-servers-enabled-claude-to-be-my-command-center?utm_source=tldrmarketing [14] https://brandingstrategyinsider.com/how-under-armour-forgot-the-first-rule-of-brand-strategy/?utm_source=tldrmarketing [15] https://mikeshields.substack.com/p/why-ai-might-do-more-for-challenger?utm_source=tldrmarketing [16] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5?utm_source=tldrmarketing [17] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [18] https://www.linkedin.com/posts/aliceelizabethxerri_im-about-to-start-with-a-new-client-as-a-share-7462319918290542592-wwZG?utm_source=tldrmarketing [19] https://www.thestateofbrand.com/news/spotify-logo-change-backlash?utm_source=tldrmarketing [20] https://links.tldrnewsletter.com/FNRpkM [21] https://refer.tldr.tech/eb173905/5 [22] https://hub.sparklp.co/sub_dde87fb1813a/5 [23] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [24] https://jobs.ashbyhq.com/tldr.tech [25] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [26] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [27] https://www.linkedin.com/in/alikoh/ [28] https://www.linkedin.com/in/maddisalmon/ [29] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [30] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c0797990-541a-11f1-89a0-77104adec425&pt=campaign&pv=4&spa=1779274889&t=1779276438&s=262568159a2664865286d1cc79703ba757b2e32f442b64ce00d3e4c8625acdf1

Google announced tons of new Gemini-powered features across its biggest products and services at I/O 2026. Gemini 3.5 Flash is rolling out today ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [CData] [4] TLDR 2026-05-20 SINGLE-SOURCE MCP SERVERS FAIL 1 IN 4 PROMPTS. SELF-BUILT IS NO BETTER (SPONSOR) [4] Both self-built and single-source MCP connectors fail 25% of prompts, breaking on schema mapping, date logic, multi-filter conditions, and write validations. Neither have the governance needed to safely connect AI tools to your business data. CData Connect AI [5] succeeds across the 4 common failure patterns of MCP Servers, with a 98.5% accuracy [6] rate. And with AI governance features like per-user identity passthrough, custom MCP toolkits, and query-level audit trails, it's built for safety. Stop debugging connectors. Start shipping AI initiatives. See it how it works and get started for free. [5] 📱 BIG TECH & STARTUPS EVERYTHING GOOGLE ANNOUNCED AT I/O 2026: GEMINI, SEARCH, ANDROID XR, & MORE (5 MINUTE READ) [7] Google announced tons of new Gemini-powered features across its biggest products and services at I/O 2026. This page compiles all of the consumer-facing and most notable developer announcements. Gemini 3.5 Flash, which surpasses 3.1 Pro in coding, agent, and multimodal benchmarks, is rolling out today in the Gemini app, Search, Antigravity 2.0, and Gemini API. Gemini 3.5 Pro, which is currently in testing, will be available next month. SPACEX IS PLANNING TO BUY STARTUP CURSOR 30 DAYS AFTER IPO (3 MINUTE READ) [8] SpaceX is expected to file for its IPO as soon as today and list its shares on June 12. It plans to acquire Cursor in July. If the deal doesn't go through, SpaceX will pay Cursor a $10 billion breakup fee in cash. The deal will likely still require regulatory review. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY TESLA'S NEWEST ELECTRIC VEHICLE COULD JOLT THE TRUCKING INDUSTRY (9 MINUTE READ) [9] Early reviews of the Tesla Semi suggest it could be a much-needed hit for the company. It is much less expensive than competing heavy-duty electric trucks and can travel farther. Cost and range are two of the main reasons that many logistics and delivery firms have been reluctant to buy electric trucks. Trucking firms in California have asked the state government for subsidies to help them buy more than 1,200 Tesla trucks, more applications than for all other electric trucks since the state's incentive program began in 2019. TWO AI-BASED SCIENCE ASSISTANTS SUCCEED WITH DRUG-RETARGETING TASKS (12 MINUTE READ) [10] Nature recently released two papers that describe AI systems intended to help scientists develop and test hypotheses. Google's Co-Scientist is designed to keep scientists in the loop, so researchers have to regularly apply their judgment to direct the system. FutureHouse's system can evaluate biological data from specific classes of experiments. Both models are designed to process massive amounts of information to create largely straightforward hypotheses, like whether a drug will work for a specific condition. 💻 PROGRAMMING, DESIGN & DATA SCIENCE STARTUP SCHOOL: AGENTIC AI. MASTER AUTONOMOUS EXECUTION. (SPONSOR) [11] Build agents that take action: Google Startup School [11]. Chatbots are just the beginning. Google for Startups's Startup School: Agentic AI teaches you how to design and deploy autonomous systems that execute complex tasks. Master advanced tool calling, multi-agent orchestration, and reasoning chains directly from Google experts, turning your AI features into scalable, independent workflows. → Save your spot today [11] ANTIGRAVITY 2.0 (WEBSITE) [12] Google Antigravity is a dedicated platform for working with agents. It allows users to orchestrate multiple autonomous agents working in parallel across independent projects. Antigravity features an abstracted UI, dynamic subagents, scheduled tasks, artifacts, extended customization, live voice transcription, and more. It is available on macOS for both Apple Silicon and Intel. GEMINI 3.5 FLASH: MORE EXPENSIVE, BUT GOOGLE PLANS TO USE IT FOR EVERYTHING (2 MINUTE READ) [13] Google released Gemini 3.5 Flash at Google I/O, skipping the preview and going straight to general availability. It mostly has the same set of platform features as the previous Gemini 3.x series, but without computer use. The model's knowledge cut-off is January 2025, and it supports 1,048,576 input tokens and 65,536 maximum output tokens. Gemini 3.5 Flash is accompanied by a notable price bump. 🎁 MISCELLANEOUS ANDREJ KARPATHY, TESLA ALUM AND OPENAI CO-FOUNDER, JOINS ANTHROPIC (2 MINUTE READ) [14] OpenAI co-founder and former Tesla executive Andrej Karpathy has joined Anthropic's pretraining team, which oversees the data training process for the company's AI models. He will lead a new group focused on using Claude to accelerate pretraining research. Karpathy previously led a team at Tesla that oversaw the functionality of the company's Autopilot advanced driver assistance system, and he was also a founding research scientist at OpenAI until 2017. POLYMARKET LAUNCHES PRIVATE COMPANY TRADING SO INVESTORS CAN SPECULATE ON ANTHROPIC, OPENAI (3 MINUTE READ) [15] Polymarket is launching prediction markets tied to private company milestones. This will allow traders to bet on valuations, IPO timing, and secondary-market activity for companies like OpenAI and Anthropic. The system will use the Nasdaq Private Market as the exclusive resolution data provider. Traders can take a position on whether specific private-market events happen, though without equity ownership, shares, or voting rights. Individuals will be able to engage with private-market value creation earlier. ⚡ QUICK LINKS CLAIM $5 AT ZERO.XYZ, THE FREE POWER TOOL FOR AI AGENTS (SPONSOR) [16] Zero unblocks your agents so they can discover services to accomplish tasks, no APIs keys or config. Works with Claude Code, Codex, Gemini, OpenClaw, Hermes and most other CLI agents. Make your agents better with Zero. [16] OPENAI HAS THE SMARTER MODEL. ANTHROPIC IS WINNING ANYWAY (5 MINUTE READ) [17] OpenAI's frontier models beat Anthropic's in benchmarks, but Anthropic is still in the lead for enterprise spending. FORTNITE RETURNS TO THE APP STORE WORLDWIDE AS EPIC SIGNALS 'FINAL BATTLE' WITH APPLE (3 MINUTE READ) [18] Epic is confident that governments around the world will not allow Apple junk fees to stand now that the company is forced to show its costs. SOFTWARE'S CENTAUR ERA (3 MINUTE READ) [19] There was a period where the best chess performance was achieved through a human wielding a chess machine. BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [20] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [21]. DISNEY ERASED FIVETHIRTYEIGHT (30 MINUTE READ) [22] Disney erased the FiveThirtyEight site - roughly 200,000 human-hours of work. GITHUB IS INVESTIGATING UNAUTHORIZED ACCESS TO ITS INTERNAL REPOSITORIES (1 MINUTE READ) [23] There is no evidence of impact to customer information stored outside of GitHub's internal repositories. DUMB WAYS FOR AN OPEN SOURCE PROJECT TO DIE (15 MINUTE READ) [24] The maintainer left or burned out, the project was sabotaged or captured, the release pipeline broke, force majeure, or the world moved on. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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TikTok is collapsing the traditional funnel as discovery, consideration, and purchase now happen in the same content experience ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wordstream] [4] TLDR MARKETING 2026-05-19 GOOGLE ADS ARE CHANGING. THESE 2026 BENCHMARKS SHOW YOU HOW [UNGATED REPORT] (SPONSOR) [4] How much does it cost to get a lead on Google Ads in 2026? This ungated report [4] from WordStream by LocaliQ lays out benchmarks for key metrics across 23 industries. Complete with YoY comparisons, it allows you to track changing costs and results for your specific vertical. Spot trends, evaluate strategies, and choose the tactics proven to lower costs and improve results. ✅ Includes easy-to-implement tips [4] from search experts.  >> Get the free 2026 Search Advertising Benchmarks Report [4] and elevate your search campaign. 📱 NEWS & TRENDS TIKTOK WORLD 2026: IS THE MARKETING FUNNEL FINALLY DEAD? (4 MINUTE READ) [5] TikTok is collapsing the traditional funnel as discovery, consideration, and purchase now happen in the same content experience. 64% of users buy after discovering a product on the platform, often without leaving it. TikTok Shop and creator-led formats embed commerce directly into content through episodic storytelling and in-feed purchase loops. Winning brands use native, culturally fluent videos that fit the feed rather than polished ads. REASONING LIFT: WHAT HAPPENS TO AI VISIBILITY WHEN AI THINKS HARDER (5 MINUTE READ) [6] High reasoning mode changes AI visibility and should be treated like a separate search environment. GPT 5.2 increased citation rates from 50% to 68% and nearly doubled citations per response, with 4.6X more fan-out searches. Impact is strongest in mid and lower funnel comparison queries that trigger deep research across pricing, docs, compliance, APIs, and product details. Early funnel content also matters since early citations persist through buyer journeys. Brands need content that answers specific sub-queries and consistent visibility across reasoning modes. 🚀 STRATEGIES & TACTICS THE 1 SECOND THAT DECIDES IF YOUR VIDEO GOES VIRAL (2 MINUTE READ) [7] Most captions are added as an afterthought and miss what holds attention. The first subtitle should appear at second 0 and stay under 6 words. Key phrases should be enlarged 1.5 to 2X for emphasis. Background contrast like a semi-transparent bar or drop shadow improves readability. Platform auto-captions should be turned off to avoid duplicate text. Subtitles should sit within the middle 60% of the frame to avoid TikTok, Instagram, and LinkedIn UI overlays. SWATCH SHOWS THAT CO-BRANDING IS MARKETING'S MOST UNDERRATED GROWTH LEVER (5 MINUTE READ) [8] The Swatch x Audemars Piguet “Royal Pop” pocket watch triggered global queues, resale prices up to 15X retail, and emergency stock warnings. Demand for the $400 co-branded product was extreme. The collaboration shows co-branding as a strategic growth lever, not a tactical promotion. The pocket watch format avoids direct comparison with the $25K Royal Oak. It still borrows its distinctive design cues. AP gains exposure to new audiences, while Swatch gains credibility. Both brands increase demand and long-term brand value. 🧑‍💻 RESOURCES & TOOLS LINKEDIN BEATS YOUTUBE FOR B2B VIDEO, PER WISTIA'S 2026 REPORT (SPONSOR) [9] Wistia's 6th annual 2026 State of Video Report [9] is here! Find out what 13 million video and 1,000 video marketers reveal about budgets, performance, and the impact of AI. Also - get benchmarks that can help you answer the age-old question: is this video actually working? Get your free copy here [9] MARKETING SKILLS FOR AI AGENTS (GITHUB REPO) [10] An open-source collection of markdown-based "skills" gives AI coding agents like Claude Code and Cursor structured marketing knowledge across 40+ tasks, from CRO and copywriting to SEO audits and pricing strategy. Each skill acts as a reusable prompt framework that agents reference automatically when they detect a relevant task. GOOGLE ADS BENCHMARKS 2026 (16 MINUTE READ) [11] Google Ads performance metrics showed unusual stability this year, with cost per lead declining for the first time in five years to an average of $66.69. Conversion rates improved across 87% of industries, suggesting advertisers are adapting to AI-driven features like Performance Max and AI Max. Meanwhile, CPC averaged $5.42, more than double the $2.32 recorded when the report launched in 2016. 🎁 MISCELLANEOUS WE ALL NEED SOMEBODY TO LEAN ON: REMEDIES FOR FEELING ALONE ON A TEAM (7 MINUTE READ) [12] Only 20% of the global workforce feels engaged at work, while 44% of US employees report burnout. Under-support is a structural issue that often hits during role changes, unclear leadership, or AI-driven workflow shifts, which forces employees to be their own coach or feedback loop. The remedy is to build lower friction support systems. This means setting clearer priorities, recurring peer check-ins, and more actionable manager communication. IC WORK IS THE NEW CAREER FLEX (8 MINUTE READ) [13] AI is turning senior marketers and operators into high-impact individual contributors who can ship cross-functional work without large teams. Companies should reward business impact over headcount as one person can now do work that once required a PM, designer, engineer, and marketer. Faster execution changes decision-making by reducing the need for layers of approvals and coordination. Teams should hire people who can connect growth, product, and distribution end to end and give them direct access to business context and core metrics. At Lovable, 90% of time now goes to building instead of meetings and alignment. ⚡ QUICK LINKS BFF ENERGY AT SCALE: TURNING CREATOR CONNECTION INTO REAL BUSINESS RESULTS (3 MINUTE READ) [14] Creator ads on Snapchat drive stronger performance, including 66% higher excitement, 29% higher interest in other products, and 25% longer watch time than standard ads. PINTEREST WANTS BRANDS TO START THINKING ABOUT CHRISTMAS (2 MINUTE READ) [15] Marketers should launch their expanded Q4 campaigns now to maximize their in-app opportunities. 23 TIPS TO BRAND BUILDING ON LINKEDIN (2 MINUTE READ) [16] Tips include ungating your best info, commenting posts, and posting between 8-11 AM local time. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=659b776e-535f-11f1-aed1-c30edaa1d6ef&pt=campaign&t=1779189529&s=1f00622e6ab70ee41aa2a5aec9e48529403a7ac372bd121bf7a97ead10902fa1 [4] https://www.wordstream.com/blog/2026-google-ads-benchmarks?utm_source=tldr_marketing&utm_medium=newsletter [5] https://www.brainlabsdigital.com/tiktok-marketing-strategy-2026/?utm_source=tldrmarketing [6] https://www.growth-memo.com/p/reasoning-lift-what-happens-to-ai?utm_source=tldrmarketing [7] https://www.marketingideas.com/p/subtitles-do-90-of-the-work-in-viral?utm_source=tldrmarketing [8] https://www.thedrum.com/opinion/mark-ritson-swatch-shows-that-co-branding-is-marketing-s-most-underrated-growth-lever?utm_source=tldrmarketing [9] https://wistia.com/explore/state-of-video-report?&utm_source=TLDR&utm_medium=newsletter&utm_campaign=state-of-video-2026 [10] https://github.com/coreyhaines31/marketingskills?utm_source=tldrmarketing [11] https://www.wordstream.com/blog/2026-google-ads-benchmarks?utm_source=tldrmarketing [12] https://newsletter.aroundthebonfire.com/p/chronically-under-supported-what?utm_source=tldrmarketing [13] https://www.elenaverna.com/p/ic-work-is-the-new-career-flex?utm_source=tldrmarketing [14] https://forbusiness.snapchat.com/blog/bff-energy-at-scale?utm_source=tldrmarketing [15] https://www.socialmediatoday.com/news/pinterest-wants-brands-to-start-thinking-about-christmas/820547/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/zoehart_heres-my-entire-content-strategy-and-everything-share-7462125730894622720-bFY2?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=659b776e-535f-11f1-aed1-c30edaa1d6ef&pt=campaign&pv=4&spa=1779188439&t=1779189529&s=3a8eea70f83d71f5c4bc674cd8878dfb7ddf86124762d3f7fea3e173beae882d

Meta is moving 7,000 employees to four new organizations focused on building new AI tools. The organizations will use AI native design structures ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Plaid] [4] TLDR 2026-05-19 PLAID X OPENAI BRING PERSONALIZED FINANCIAL GUIDANCE TO CHATGPT (SPONSOR) [4] 86% of surveyed users say AI helps them better understand their money, but most tools still aren't built around real financial context. With the new personal finance experience in ChatGPT [4], they can now get guidance around spending, saving, and cash flow—all powered by Plaid. When people connect their financial accounts with Plaid, ChatGPT can answer questions about their finances based on their real financial situation, goals and everyday decisions. The experience is protected with industry-leading safeguards and users stay in control. [4] This new experience in ChatGPT is part of a shift toward intelligent finance—where AI, secure data connectivity, and consumer trust come together to help people make more informed financial decisions. READ THE NEWS [4] → 📱 BIG TECH & STARTUPS BEFORE MASS LAYOFFS, META REASSIGNS 7,000 WORKERS TO FOCUS ON AI (4 MINUTE READ) [5] Meta is moving 7,000 employees to four new organizations focused on building new AI tools and apps. The organizations will use AI native design structures and have fewer managers per employee than other parts of the company. CEO Mark Zuckerberg has bet the future of Meta on AI. The company plans to spend up to $135 billion in capital expenditures this year, much of it going to building computing facilities that power AI and hiring researchers. JURY REJECTS MUSK'S CLAIMS AGAINST OPENAI (8 MINUTE READ) [6] A judge has dismissed Elon Musk's claims against OpenAI. A jury found that Musk brought the lawsuit against the company and Sam Altman after the statute of limitations expired. Musk says he plans to appeal and described the ruling as a destructive precedent. OpenAI now has a clear path to a public listing. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY UNITREE'S IPO FILING: THE STATE OF THE ROBOTICS MARKET (9 MINUTE READ) [7] Unitree Robotics recently filed for IPO on Shanghai's STAR Market. The company is profitable and growing fast. It has shipped more humanoid robots than any other company in the world. This post looks at what Unitree makes, its revenue mix, its customers, its vertically integrated approach, the financial picture, and Unitree's model layer ambitions. HERE'S WHAT THE WI-FI ROUTER FOR AMAZON'S STARLINK RIVAL LOOKS LIKE (6 MINUTE READ) [8] The FCC has published images of Amazon's Wi-Fi router for Leo. The router supports Wi-Fi 6 and a mesh mode. The basic-looking, box-shaped router has a power port and two Ethernet ports, one specifically for the Leo dish. It supports Bluetooth Low Energy and the ZigBee wireless protocol. 💻 PROGRAMMING, DESIGN & DATA SCIENCE REMEMBER WHEN CLOUD COSTS CAUGHT EVERYONE OFF GUARD? DON'T LET AI DO THE SAME (SPONSOR) [9] Datadog's guide to AI ROI [9] breaks down how to proactively monitor AI costs by token, model, provider, and team. Don't wait until the bill comes - put cost data directly in front of the engineers making the decisions that drive spend. Get a complete picture of AI ROI [9] PROJECT GLASSWING: WHAT MYTHOS SHOWED US (9 MINUTE READ) [10] Cloudflare was invited to use Mythos Preview as part of Project Glasswing. The company pointed it at more than 50 of its repositories to see what it would find and to see how it works. This post shares what the company observed, what the model did well and what it didn't, and how it can be improved. Mythos Preview is a real step forward, and its existence raises questions about how security should be handled in the near future. A BROWSER CLI FOR YOUR AI AGENTS (WEBSITE) [11] browse is a browser CLI designed to be driven by AI agents. It gives AI agents skills for automating websites. Agents can navigate any page with low-level primitives. Users can see exactly what the page did in real time. All CLI commands work natively with local Chromium. Users have the option to switch to remote sessions. 🎁 MISCELLANEOUS AI EATS THE WORLD (16 MINUTE READ) [12] Big tech is pouring around $700 billion into AI capital expenditures this year. Under-investing is seen as the bigger risk. Foundation models are commoditizing fast, and real value is shifting up the stack to applications, agents, and workflows. Adoption is wide, but shallow. Deep integration is still rare outside of tech and finance. META'S GIANT AI DATA CENTER IS RESHAPING RURAL LOUISIANA (30 MINUTE READ) [13] Meta's plans to build the world's biggest AI facility have entangled it deeply into Louisiana's politics, culture, and economy. The facility is expected to reach 5 gigawatts of compute capacity. The company plans to spend more than $200 billion on the project. This article looks at the series of deals Meta had to make to even start the project and how the project has impacted the locals in the area. ⚡ QUICK LINKS THIS AI MAKES YOUR RAW MEETING NOTES AWESOME. YOU GET 1 MONTH FREE (SPONSOR) [14] Granola transcribes your calls without the awkward meeting bot and expands on your thoughts to make your notes awesome. Plus it follows up for you. 1 month free with code: [15]TLDR1MO APPLE IS MAKING HIT PRODUCTS AND HIGH PROFITS FROM IMPERFECT CHIPS (8 MINUTE READ) [16] Repurposing chips is one of the many ways Apple leverages its supply chain. THE AMERICAN REBELLION AGAINST AI IS GAINING STEAM (10 MINUTE READ) [17] A lot of people do not like AI and the infrastructure projects supporting it. 3 AI PM ARCHETYPES + 1 (10 MINUTE READ) [18] This post looks at three predictions about product management and whether they are real or hype, then it discusses a fourth archetype that is rarely mentioned but worth knowing about. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [19] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [19] THE WORKFLOW COLLISION (6 MINUTE READ) [20] Human workflows and agent lifecycles want different things. GOOGLE AND BLACKSTONE TO CREATE NEW AI CLOUD COMPANY (3 MINUTE READ) [21] The new company aims to bring 500 megawatts of capacity online in 2027 and substantially increase capacity over time. DON'T ANSWER THE FIRST QUESTION (9 MINUTE READ) [22] When a user asks something weird, don't answer the first version of the question: figure out what they really meant, then answer that. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. 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Google published a new resource to help SEOs and developers understand how to optimize their content for appearance in generative AI features ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-05-18 CONSUMERS WANT LESS AI, MORE HUMAN: DATA FROM 2.3K SOCIAL MEDIA USERS + 1.2K MARKETERS (SPONSOR) [4] Sprout Social's 2026 Social Media Content Strategy Report [5] lays out the data from 2.3K consumers and 1.2K marketers so you don't have to feel your way to a content plan. One key takeaway? Next time you post on social, let ChatGPT and Claude sit out the actual content creation. Consumers say brands should make human-generated content their #1 priority [5]. (You should still use AI to generate audience insights, though!) Read the full report to learn what content to prioritize across major networks, how to strike the right balance between volume and value, and where social investment pays off Get the free report [6] 📱 NEWS & TRENDS THE CREATOR ECONOMY'S NEXT CHAPTER: 7 LESSONS FROM SCALABLE SUMMIT (7 MINUTE READ) [7] Creator marketing now favors storytelling quality over volume. Brands gain more from niche creators with expertise and searchable content than from mass reach. TikTok reports that strong storytelling leads to 23X more views and 70X faster follower growth. ROI is often undercounted since 40% of YouTube views and 30% of clicks occur after 30 days, making short attribution windows misleading. LIFECYCLE SIGNAL: THE INDUSTRY IS HITTING “STACK SATURATION” (3 MINUTE READ) [8] Lifecycle marketing is reaching stack saturation, with many discussions focused on turning systems off rather than adding new ones. Win-back flows can harm sender reputation when overused, pushing teams toward shorter re-permissioning windows and suppression lists. Organic social is increasingly used to move users into owned channels like WhatsApp or SMS through direct opt-ins. Transactional emails are often underused as engagement signals. 🚀 STRATEGIES & TACTICS LESS COGNITIVE LOAD, 41% MORE CONVERSIONS (2 MINUTE READ) [9] Reducing cognitive load on high-stakes purchase pages can increase conversions. A travel marketplace simplified its booking widget, boosting conversions by 41%. User testing showed visitors repeatedly switched between the main content and an expanded itinerary sidebar, which slowed decisions. The redesign used progressive disclosure with accordion sections that revealed details on demand. It also added edit links and inline navigation so the widget guided users through the page instead of competing for attention. WHEN GAMIFICATION PAYS OFF—AND WHEN IT DOESN'T (10 MINUTE READ) [10] Game-based rewards like points and levels drive higher engagement than discounts, especially when users are close to earning them. These rewards interact with value rewards like discounts or credits tied to ads and purchases. Deep flow reduces conversion into value-generating actions. Simultaneous game and value rewards can reduce motivation by resetting progress in both systems. Separating reward timing and linking game mechanics to value-creating actions helps maintain momentum. 🧑‍💻 RESOURCES & TOOLS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [11] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [12]. OPTIMIZING YOUR WEBSITE FOR GENERATIVE AI FEATURES ON GOOGLE SEARCH (8 MINUTE READ) [13] Google published a new resource to help SEOs and developers understand how to optimize their content for appearance in generative AI features in Google Search. It includes guidance on valuable content, common AEO/GEO misconceptions, and SEO best practices that remain relevant. NEW EDITS FEATURES (1 MINUTE READ) [14] Meta is adding granular controls to the Edits app to improve video quality and platform fit. New transition pacing helps tailor content rhythm. Text and sticker opacity settings offer more control over overlays and calls to action. Support for iOS live photos and 200 sound effects expands what can be created in-app. More templates, preference controls, and AI creative tools are planned next. AI CONNECTORS MIGHT PUT YOUR CLIENTS AT RISK (2 MINUTE READ) [15] Meta's AI Connectors let advertisers link Ads Manager to Claude or ChatGPT, but the setup can create unintended risk. Access is granted at the business portfolio level, which includes all connected ad accounts, with no control over individual accounts. This means AI tools may access client accounts not explicitly intended. The only safeguard is relying on instructions within the AI tool, shifting control away from platform settings. 🎁 MISCELLANEOUS AI WILL NOT MAKE EVERYONE MORE PRODUCTIVE (3 MINUTE READ) [16] AI doesn't boost productivity evenly. It helps skilled people move faster, but often increases output without increasing value. The real bottleneck is attention and decision quality, not volume. More AI-generated content can shift work onto others and raise coordination costs. Incentives also limit gains since workers may hide efficiency. Small teams benefit faster while large organizations risk scaling noise. The gap will grow between those who reduce work with AI and those who create more of it. HOW MUTTI TURNED TINNED TOMATOES INTO A STATUS SYMBOL (3 MINUTE READ) [17] Premiumization is reshaping even basic pantry items. Mutti has turned tinned tomatoes into a higher-end product. It's set to overtake Napolina in the UK. This is driven by marketing and a rise in home cooking. Consumers are trading up on ingredients and eating out less. Growth faces pressure from energy costs, packaging, and climate risks. These factors are tightening margins across the category. ⚡ QUICK LINKS SEO & AI TIP: A SINGLE QUERY FAN-OUT MISSES MOST OF WHAT GOOGLE AND CHATGPT ARE ACTUALLY SEARCHING (1 MINUTE READ) [18] Instead of running a fan-out query once, run it repeatedly until no new sub-queries appear to get your full topical space. GENERAL CATALYST POSTED VC RAGE BAIT AND IT WORKED, ESPECIALLY ON A16Z (2 MINUTE READ) [19] A Mac vs. PC-style marketing parody hit 2.4M views and pulled Andreessen into a multi-post response on X. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. 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Andy Jassy took the role of Amazon's CEO five years ago. He recently placed a series of expensive bets on AI that are audacious ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [SerpApi] [4] TLDR 2026-05-18 GIVE ANY AI AGENT ACCESS TO GOOGLE SEARCH WITH SERPAPI -- SPECIAL OFFER FOR TLDR (SPONSOR) [4] Agents are smarter when they can search the web. But Google doesn't offer an API for web search results... so how are AI companies doing it? Meet the worst-kept secret in the AI industry: the SerpApi web search API [4]: 👉 Scrape Google and other search engines (including AI overviews, Maps, Local, Shopping, and Knowledge Graph) 👉 Integrate with a dead-simple GET request that any agent can make. 👉 Used by Perplexity, NVIDIA, Uber, Adobe, and even the United Nations. Special offer for TLDR: Reach out via chat/email to claim 3 months at 50% discount [4] (for new customers), or start with 250 free credits/month [4] 📱 BIG TECH & STARTUPS ANDY JASSY IS REWRITING AMAZON'S PLAYBOOK FOR THE AI AGE (30 MINUTE READ) [5] Andy Jassy took the role of Amazon's CEO five years ago. He recently placed a series of expensive bets on AI that are audacious even by Silicon Valley standards. In his time, he has killed projects and cut staff, pleasing Wall Street, and now he has to steer the tech giant through its greatest challenge yet. This article tells the story of Jassy's tenure at Amazon. FOR SPACEX, THE STAKES OF THIS WEEK'S STARSHIP ROCKET TEST FLIGHT ARE SKY-HIGH (5 MINUTE READ) [6] SpaceX plans to launch the newest version of its Starship rocket on Tuesday during a launch window that opens at 6:30 PM ET. The flight plan will be similar to previous Starship test launches. The most recent test flight was seven months ago. Starship has undergone major redesigns and is now bigger, more powerful, and a step closer to being fully reusable. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY A REVOLUTIONARY CANCER TREATMENT COULD TRANSFORM AUTOIMMUNE DISEASE (15 MINUTE READ) [7] CAR T cell therapy was originally designed to target and wipe out cancer by reprogramming patients' immune cells. It is now being offered to patients in clinical trials for autoimmune conditions. There's still uncertainty about how well the treatment works for autoimmunity and how any benefits might last, as well as what long-term side effects might arise. Another major challenge is that the therapy can cost hundreds of thousands of dollars after accounting for hospital stays, cell engineering, and other expenses. RUBIN TRACKS SKYSCRAPER-SIZE ASTEROIDS, FAILED SUPERNOVAS, AND INTERSTELLAR VISITORS (12 MINUTE READ) [8] The Vera C. Rubin Observatory is designed to study the universe in greater detail than ever before. It is expected to discover a million asteroids, thousands of comets, and billions of stars and galaxies in its first year alone. The facility has begun collecting preliminary images and astronomers are poring over the initial data. Scientists have already been able to make new discoveries with its first images despite the images still not being as sharp as expected and the observatory still requiring a final tuning. 💻 PROGRAMMING, DESIGN & DATA SCIENCE YOUR API LATENCY BENCHMARK IS LYING TO YOU (SPONSOR) [9] P50 response time tells you almost nothing about performance. The metric that actually matters [9] has to account for recall, grounding rate, re-query rate, and integration overhead. Fast-and-wrong is slower than you think. Read the full breakdown from You.com [9] ZERO (GITHUB REPO) [10] Zero is a systems programming language for agents that provides small native tools, explicit effects, predictable memory, and structured compiler output. The language is still experimental and not stable yet, but it is in a stage where users can try it out and provide feedback. Practical examples are available for users to learn the language with. HOW I USE LLMS AS A STAFF ENGINEER IN 2026 (11 MINUTE READ) [11] Agents have gotten really good in the last fifteen months. They can now be used for real work with light supervision. AI can now be used for writing code changes, investigating and fixing bugs, research in large code bases, manual testing, and more. It still isn't suitable for writing public communications, unreviewed code, or testing UIs, but its capabilities are improving quickly. 🎁 MISCELLANEOUS HOW TO ENTER SIDE DOORS (17 MINUTE READ) [12] Many people try to gain employment through the front door: they find a job advertisement, send their resume, and hope that someone on the other side notices them. Most people don't realize there are other entrances into the building. Conversations at parties, warm introductions, cold emails, and visible proof of work are viable alternatives. Sometimes, it's about creating a signal that attracts the exact person who needs it. THE SIGMOIDS WON'T SAVE YOU (8 MINUTE READ) [13] The idea that all exponentials eventually become sigmoids might not be necessarily true for AI. There are several examples of exponentials that don't end up becoming sigmoids (or haven't yet), for example, the decline in birth rates or solar power deployment. Things that are currently happening are more likely to continue happening than not. AI is unlikely to stop progressing on all fronts anytime soon. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [14] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [15]. AGENT HOOKS: DETERMINISTIC CONTROL FOR AGENT WORKFLOWS (18 MINUTE READ) [16] Hooks make agent workflows more dependable by implementing tests, policies, logs, and completion gates as deterministic parts of the workflow. GIT IS NOT FINE (13 MINUTE READ) [17] Git has been behind the state of the art for a while now, prompting companies like Meta to develop better in-house systems. UBER TURNS ON WAYMO AS IT POURS $10B+ INTO OWNING ROBOTAXI ALTERNATIVES (5 MINUTE READ) [18] Waymo's rapid scaling to 400,000 rides per week proved that AV operators might not need Uber at all, so Uber is pivoting to asset ownership to avoid being cut out entirely. PER-USER PRICING DOESN'T WORK FOR EMBEDDED ANALYTICS (SPONSOR) [19] The more your product succeeds, the more the invoice hurts? Not anymore. Reveal is the embedded analytics SDK with flat pricing, predictable costs, and AI that drives better engagement. See how [20] DOMAIN KNOWLEDGE IS THE LEVERAGE (3 MINUTE READ) [21] It is becoming apparent that understanding the domain and how it connects to the program is valuable, which is why spec-driven development is now in the spotlight. NATIVE ALL THE WAY, UNTIL YOU NEED TEXT (3 MINUTE READ) [22] SwiftUI & Apple's native SDKs are constraints when it comes to building rich text rendering for long-form chats. I STRONGLY BELIEVE THERE ARE ENTIRE COMPANIES RIGHT NOW UNDER HEAVY AI PSYCHOSIS (2 MINUTE READ) [23] Changes are happening so fast that nobody is noticing the underlying architecture decaying, and people are denying that this is an issue because they are focusing on the wrong metrics. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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Despite record low sentiment, the resilient consumer today is still spending and sustaining the economy even as confidence falls ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-15 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS AMERICANS STILL FEEL PESSIMISTIC ABOUT THE ECONOMY. WHEN WILL IT GET BETTER? (5 MINUTE READ) [5] Despite record low sentiment, the resilient consumer today is still spending and sustaining the economy even as confidence falls. Surveys show deep pessimism driven by years of inflation and repeated shocks. Consumers focus on cumulative price increases rather than slowing inflation rates. Behavior tells a different story. Spending remains strong across travel, entertainment, and retail. Major companies continue to report solid demand. Economists note this disconnect is unusual but not a breakdown in consumer strength. HOW THE NEXT GENERATION NAVIGATES RELATIONSHIPS, CONTENT, AND TECHNOLOGY (3 MINUTE READ) [6] Teens ages 13-18 across five markets show a generation defined by balance rather than extremes. They're deeply connected online but still prioritize offline time. 66% of younger teens and 64% of older teens use social platforms to stay in touch with friends. They're also active creators, with 74% of younger teens and 61% of older teens producing content weekly. AI is viewed as both practical and creative, with 55% of younger teens expecting a mostly positive impact compared to 37% of older teens. They move between skepticism and optimism, and expect brands to deliver both trend relevance and real value. 🚀 STRATEGIES & TACTICS POST-PURCHASE EMAIL SEQUENCE WITH PROMPTS (2 MINUTE READ) [7] This post breaks down a 6-email post-purchase series with clear timing. Send a welcome email immediately with access details. Follow up 24 hours later with tips and key actions. After 2-4 days, address the biggest challenge users face. Another 2-4 days later, highlight an underrated feature. Then send a survey 2-4 days after that to gather feedback. Finally, 5-7 days later, send a bridge email introducing the next offer. AI prompts are provided in the post. IT WORKS UNTIL IT DOESN'T: AI CONTENT STRATEGIES THAT BACKFIRE (11 MINUTE READ) [8] AI content at scale often drives fast SEO gains, then sharp declines once Google catches on. Analysis of 220+ sites shows a clear pattern. Over half lost at least 30% of peak traffic, many losing far more. The issue is not AI itself but how it is used. Templated, repetitive content built for rankings gets demoted. Risky formats include comparison pages, listicles, glossaries, FAQs, and programmatic pages. Sustainable performance comes from original, expert-led content with real value, not volume. 🧑‍💻 RESOURCES & TOOLS WHO IS YOUR WEBSITE REALLY FOR? (SPONSOR) [9] If AI handles discovery and research for buyers, your site needs to work for retrieval bots, not just humans. Scrunch reveals how AI agents experience your site—what gets surfaced, ignored, and why. Get a FREE AI SITE AUDIT [10] to find content gaps and technical blockers. SEE HOW AI READS MY SITE → [10] WRITE LIFECYCLE EMAIL CAMPAIGNS THAT CONVERT WITH CLAUDE + HUMANIC (WEBINAR) [11] In this webinar, Arjun Saksena, Founder/CEO of Humanic, will walk through how to use Claude Skills to generate on-brand subject lines, lifecycle flows, and nurture sequences from a single prompt. He'll also discuss ways to use Claude Code to analyze your lifecycle campaigns. The free webinar will take place on May 21 at 8:30 AM PT. INSIDE CHATGPT SEARCH: HOW WEB.RUN AND FAN-OUT QUERIES SHAPE AI VISIBILITY (6 MINUTE READ) [12] New research reverse-engineering ChatGPT's internal browsing system found that a March model switch reduced cited domains per response by over 20%, concentrating visibility on fewer high-authority sources. The newer model distributes queries across 10 or more "fan-out queries" per response, each targeting specific trusted domains, while product searches now get individual retrieval commands per product rather than bundled calls. The study distinguishes between parametric visibility, built through training data including press coverage and Wikipedia presence, and dynamic visibility from real-time search, noting that a brand unknown to the model's training data won't surface even when search is enabled. 🎁 MISCELLANEOUS SEO IS A PRODUCT, AEO IS BRAND (6 MINUTE READ) [13] SEO should be treated as a product function rather than a marketing campaign, with SEO managers operating like PMs who align cross-functional resources. AEO, by contrast, is a brand function because LLMs determine visibility based on what the wider internet says about a company. AEO budgets should sit with brand teams who own PR, partnerships, and community events, not with SEO teams who lack the authority or tools to generate the external consensus that LLMs reward. Misallocating AEO to the SEO budget starves both channels simultaneously and incentivizes counterproductive tactics like Reddit spam that teach models to associate the brand with low-quality content. LINKEDIN PLANS PAID-FOR EVENTS TO COURT THE CREATOR ECONOMY (3 MINUTE READ) [14] Internal documents reveal LinkedIn plans to enter the paid creator event space starting in the second half of 2026, beginning with gated events for up to 50 creators before scaling to an ambition of 4,000 events annually. The company believes it is losing valuable content because creators prioritize platforms where they can monetize, and sees paid virtual events as a market worth up to $5 billion this year. The model would start with one-time ticket purchases and later add subscriptions, positioning LinkedIn alongside Patreon, YouTube, and TikTok as a monetization platform rather than just a professional network. WHY "I THINK YOU SHOULD LEAVE" IS THE MOST UNDERRATED COMEDY SHOW ON THE INTERNET (3 MINUTE READ) [15] “I Think You Should Leave” shows how niche content can outperform broad appeal when it creates a strong identity and gives fans material worth sharing. The show built a self-sustaining distribution engine through memes, reaction clips, Reddit threads, and fan accounts instead of relying on traditional promotion. Its fan ecosystem includes a subreddit with 363K members and an Instagram fan community with 939K followers, which keeps the show relevant between seasons at no extra cost to Netflix. The strategy works because the content is highly specific, emotionally relatable, and easy to repurpose into social currency that fans use in everyday conversations. ⚡ QUICK LINKS PLAN FOR ZERO SEARCH TRAFFIC (3 MINUTE VIDEO) [16] Condé Nast's CEO says publishers must plan for near-zero search traffic as AI and ads replace traditional search results and drive ongoing declines. PINTEREST IS MAKING ADS MORE INTENT-AWARE, NOT JUST INTEREST-AWARE (2 MINUTE READ) [17] The shift, combined with real-time context integration, represents a significant competitive advantage for conversion-focused campaigns. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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OpenAI may be preparing legal action against Apple as it has failed to see the expected benefits from their two-year-old partnership ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wiz] [4] TLDR 2026-05-15 STATE OF AI IN THE CLOUD REPORT 2026 (SPONSOR) [4] How AI Is Reshaping Cloud Security AI is no longer a standalone tool, it is now core infrastructure and over 80% OF ORGANIZATIONS ARE USING AI [4] across cloud environments, development workflows, and production systems. This report reveals how AI adoption is expanding the attack surface, accelerating attacker behavior, and introducing new risks through agents, copilots, and automation. Get the data behind what's changing and what security teams need to do about it. GET THE REPORT [4] 📱 BIG TECH & STARTUPS APPLE-OPENAI ALLIANCE FRAYS, SETTING UP POSSIBLE LEGAL FIGHT (9 MINUTE READ) [5] OpenAI may be preparing legal action against Apple as it has failed to see the expected benefits from their two-year-old partnership. The startup has enlisted an outside legal firm to help with the situation. OpenAI had believed that the partnership would coax more users into subscribing to its services and had expected deeper integration into Apple's app ecosystem. It claims that Apple hasn't made an honest effort within the partnership. Apple is set to open up its platform to rival providers later this year. NETFLIX STAFFING FOR ‘INKUBATOR' AI-POWERED EXPERIMENTAL ANIMATION STUDIO (2 MINUTE READ) [6] Netflix's INKubator is an artist-led animation incubator that provides creators with an artist-focused environment to experiment in. It allows artists to explore how new tools and workflows can be leveraged to enhance their storytelling capabilities alongside traditional animation creative processes. The studio launched quietly in March. It will focus on creating animated shorts and specials using experimental GenAI-native production pipelines. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WORLD'S FIRST NATIVE COLOR LIDAR GIVES MACHINES HUMAN-LIKE VISION (4 MINUTE READ) [7] Ouster's new Rev8 sensor family fuses color directly into every point of data, making it the first LIDAR with native color. The flagship model of the Rev8 family, the OS1 Max, has a detection range of up to 200 meters at 10% reflectivity, and up to 500 meters under optimal conditions. The sensor can handle lighting conditions from near-total darkness to intense direct sunlight. Early adopters of Ouster's technology include Google, Volvo, Skydio, PlusAI, and Seegrid. HELIX-02 ROBOTS NOW SUSTAIN FULL FACTORY-STYLE 8-HOUR SHIFTS WITHOUT INTERVENTION (3 MINUTE READ) [8] Figure AI claims that its humanoid robots can now run full eight-hour shifts autonomously. The company's Helix-02 system allows humanoid robots to walk, manipulate objects, balance, and coordinate movement continuously using onboard sensors. It supports multi-robot collaboration. The unified neural network combines vision, touch, proprioception, and whole-body control into a single learning system designed for long-horizon tasks in dynamic environments. It enables robots to complete multi-minute tasks without resets or human intervention. 💻 PROGRAMMING, DESIGN & DATA SCIENCE HOW AI-NATIVE ARE YOU? SEE WHERE YOU LAND ON NOTION'S AI TRANSFORMATION MODEL (SPONSOR) [9] Get a personalized AI maturity assessment, peer benchmarks, and a transformation roadmap based on the AI Transformation Model [9], which details the four stages of AI maturity. Take the assessment and get your results in <5 minutes [9]. THE ULTIMATE GUIDE TO /GOAL (10 MINUTE READ) [10] /goal is becoming a primitive for coding agents. The feature gives coding workers jobs with a defined done state. With /goal, users write down what 'done' looks like, and agents work towards it until it gets there. The feature appeared in OpenAI's Codex CLI a few weeks ago, and Claude Code just added it this week. FATE (GITHUB REPO) [11] fate is a data client for React that combines view composition, normalized caching, data masking, Async React features, and type-safe data fetching. It is designed to make data fetching and state management in React applications more composable, declarative, and predictable. The framework is just JavaScript and has a minimal API and no DSL. fate helps developers avoid overfetching, stop passing unnecessary data down the tree, and eliminate boilerplate types secreted solely for passing server data to child components. 🎁 MISCELLANEOUS APPLE'S SECURITY HAS BEEN TOUGH TO CRACK. MYTHOS HELPED FIND A WAY IN (4 MINUTE READ) [12] Security researchers claim to have discovered a way to circumvent Apple's security technology by using techniques they discovered while testing an early version of Anthropic's Mythos AI model in April. Their privilege escalation exploit links together two bugs and a handful of methods to gain unauthorized access. Apple is currently reviewing the researchers' findings. The attack required human cybersecurity expertise and could not have been pulled off by Mythos alone. The researchers plan to release details of the attack once Apple has patched the underlying issues. THE GREAT MEMORY PANIC OF 2026 (6 MINUTE READ) [13] Memory prices could move from 15% to 40% of the bill of materials for Apple devices. Apple operates at an enormous scale, and each of its products consumes some memory. When dealing with this kind of scale, there's usually a couple of years of lead time. The spike in demand for memory has disrupted this pipeline. Apple still has a lot of room to negotiate price, and the whole situation could end up with Apple gaining a lot of market share. ⚡ QUICK LINKS GLEAN PREFERRED 2.5X AS OFTEN AS OFF-THE-SHELF MCP. HERE'S WHY (SPONSOR) [14] Most teams assumed MCP would replace the need for a context layer. It hasn't. MCP defines how tools talk — not what they know. Off-the-shelf MCP used 30% more tokens on the same tasks. Read our recent benchmark [14] PROGRAMMING LANGUAGES USED TO BE LOCK IN (1 MINUTE READ) [15] Teams can now just port to another language if a programming language decision turns out to be wrong. A FEW WORDS ON DS4 (3 MINUTE READ) [16] The DwarfStar 4 project will focus on quality benchmarks, potentially adding a coding agent, a local hardware setup that can run CI tests to ensure long-term quality, more ports, and distributed inference (both serial and parallel). AMAZON LEO AIMS TO DOUBLE ITS PACE AS IT GETS SET TO ROLL OUT ITS SATELLITE BROADBAND NETWORK (12 MINUTE READ) [17] The official launch of Amazon Leo isn't that far away. REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [18] Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [18] ONBOARDING IN THE AI ERA: MY FIRST 100 DAYS AT RAMP (7 MINUTE READ) [19] Ramp is a fast company that ships every week - employees must match the pace, or they'll become a tax on it. BITCOIN TRADER RECOVERS $400,000 USING CLAUDE AI AFTER GETTING 'STONED' AND LOSING WALLET PASSWORD 11 YEARS AGO (3 MINUTE READ) [20] Claude discovered an old backup wallet file that it successfully decrypted. OPENAI X MICROSOFT (12 MINUTE READ) [21] This post contains emails and messages from and between Satya Nadella, Sam Altman, and Elon Musk regarding OpenAI's relationship to Microsoft. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. 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Each Spotify stream generates about 1.5X more listening time and outperforms YouTube in 95% of episodes. YouTube remains important for discovery ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-05-14 📱 NEWS & TRENDS SPOTIFY STREAMS GENERATE 1.5X MORE LISTENING TIME THAN YOUTUBE VIEWS (2 MINUTE READ) [4] Each Spotify stream generates about 1.5X more listening time and outperforms YouTube in 95% of episodes. At the same time, YouTube remains important for discovery, and increased reach often lowers average time spent as new listeners sample content. In some cases, discovery spikes can even reduce engagement on Spotify by bringing in less committed audiences. Neither platform is inherently better. Publishers need to measure both time spent and reach together based on their goals. WHAT IS “TV”? (1 MINUTE READ) [5] Media channels now overlap so heavily that marketers should stop planning around formats like TV, social, or PR and start planning around business goals. Connected TV now supports performance and commerce campaigns, social platforms drive affiliate sales through creators, and earned media improves visibility in answer engines and AI search. Streaming platforms continue to take share from traditional TV ad spend, yet legacy broadcasters still compete through their own streaming ecosystems alongside companies like MrBeast, Amazon, and Netflix. The shift turns TV into part of a broader video marketing ecosystem that now includes short-form video, branded content, microdramas, and gaming. 🚀 STRATEGIES & TACTICS BE MORE EXPRESSIVE TO CLOSE MORE SALES (3 MINUTE READ) [6] Expressive sales delivery increases purchase intent by 35.8% and improves product perception by 31.8%, which makes energy and body language a measurable conversion lever instead of just a presentation style choice. Researchers found that expressive salespeople were rated 2.2X more charismatic across 14 sales pitches and 847 viewers. The effect was strongest for emotionally-driven products like clothing, hobbies, and lifestyle brands where charisma shapes buying decisions more than product details. Brands should coach sales teams and creators to use stronger vocal energy, eye contact, facial expressions, and hand gestures during demos, ads, and presentations. The research also found that mild anger hurts performance, especially when salespeople become more animated while criticizing competitors. YOUR TECH STACK DOESN'T MATTER (1 MINUTE READ) [7] Start with the customer experience and work backward instead of starting with tools or AI workflows. Focus on two audiences, prospects and the internal sales team. Target the right ICP at the right time with the right message. Treat internal buy in as critical since sales adoption drives campaign success. Build campaigns around distribution, messaging, and ICP clarity before choosing any tools. Create content that delivers value through outcomes rather than product features. Select technology only after the strategy is clear, with emphasis on taste and judgment over tooling. 🧑‍💻 RESOURCES & TOOLS FORGET DANCES. TIKTOK WANTS PEOPLE TO SHOP (3 MINUTE READ) [8] TikTok's latest product announcements position the platform as a full commerce destination, with TikTok GO enabling in-feed travel bookings and Search Hubs placing sponsored brand pages at the top of search results. Branded Buzz inverts the typical creator outreach model by letting advertisers post open briefs that any TikTok One creator can respond to, scaling content production without individual negotiations. On the AI side, the platform introduced Asset Manager for unified campaign setup, a Model Context Protocol for connecting external AI systems, and an integration with ByteDance's Seedance 2.0 video generation model. B2B EMAIL MARKETING: WHAT STILL WORKS? (WEBINAR) [9] This webinar, on May 15, will share how B2B marketers are building email campaigns, workflows, and tools to generate pipeline. Speakers will cover what subject lines are getting opened, how teams personalize at scale without sounding robotic, how AI fits into production, and how campaigns are structured from strategy to execution. 🎁 MISCELLANEOUS FROM CREATOR CAMPAIGNS TO INFRASTRUCTURE: JAMIE GUTFREUND ON WHAT BRANDS STILL GET WRONG (4 MINUTE READ) [10] Creator marketing now needs infrastructure instead of one-off campaigns as brands scale spend and integrate creators across paid media, commerce, and customer acquisition. Most brands still misuse creator content by applying traditional ad rules that reduce engagement, even though creator-led content during COVID performed better, moved faster, and uncovered stronger messaging ideas. Brands also underuse YouTube because they treat it as an ad platform instead of a creator, search, and storytelling ecosystem tied to long-form discovery and connected TV. AI will speed up audience analysis, testing, and workflows, but creators still win on trust, cultural fluency, and community connection. AI IS GIVING LIFE TO RESURRECTION ECONOMY (10 MINUTE READ) [11] AI is enabling a “resurrection economy” using voice cloning, deepfakes, and AI-generated music to recreate deceased artists and public figures. Some uses are unauthorized, like AI songs appearing on dead musicians' Spotify pages. Others are estate-approved, such as licensed voice and likeness recreations in film and games. Public reaction is largely negative. Platforms are adding detection, verification, and takedown systems, but enforcement is uneven. The market is growing faster than safeguards, creating legal and economic tension. DUOLINGO'S CEO ADMITS WHERE HE GOT AI WRONG (5 MINUTE READ) [12] Duolingo's CEO says his widely circulated AI memo was misunderstood, but he also concedes that key parts of it were wrong, including a blanket policy to evaluate all employees on AI usage that has since been removed. The company found that mandating AI use across every role led some employees to adopt it performatively without actual productivity gains. On the product side, AI-generated content at scale produces about 20% "slop" that requires human quality control, a gap between demo-ready output and production-grade results. ⚡ QUICK LINKS GOOGLE RECENTLY CHANGED HOW IT ANSWERS SOME "BEST" QUERIES IN AI OVERVIEWS (1 MINUTE READ) [13] Previously, using a listicle that ranked your own company as #1 was often sufficient to get recommended in the answer, but now it may actually benefit your competitors. HEY @META.AI IS THAT TRUE? THREADS IS TESTING A GROK-LIKE AI FEATURE (2 MINUTE READ) [14] The feature includes opt-out controls from launch, runs on Meta's new Muse Spark model, and is rolling out first in five markets outside the US. AUDIT YOUR FUNNEL RATIO (1 MINUTE READ) [15] Audit your ratio to 40% TOFU, 40% MOFU, and 20% BOFU. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=18aa4ebe-4f7a-11f1-aa40-17f3d63cc05c&pt=campaign&t=1778757700&s=5f70f5a1195f952d6cd496335770eb81196724e9bc7fa06fcc506757dbb106fc [4] https://www.netinfluencer.com/spotify-streams-generate-1-5x-more-listening-time-than-youtube-views-data-finds/?utm_source=tldrmarketing [5] https://www.smartbrief.com/original/what-is-tv?utm_source=tldrmarketing [6] https://app.sciencesays.com/p/be-more-expressive-to-close-more-sales?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/davidegrieco_im-the-head-of-growth-at-clay-and-im-here-share-7459951964613943296-JE0E?utm_source=tldrmarketing [8] https://www.adexchanger.com/platforms/forget-dances-tiktok-wants-people-to-shop/?utm_source=tldrmarketing [9] https://app.zuddl.com/exitfive/p/a/event/7ec12bbc-30a6-4d06-9502-5be3e8632b5e?utm_source=tldrmarketing [10] https://www.creatoriq.com/blog/earned-podcast-ep-195-jamie-gutfreund-founder-creator-vision-creator-marketing-infrastructure?utm_source=tldrmarketing [11] https://sherwood.news/tech/ai-resurrection-economy/?utm_source=tldrmarketing [12] https://links.tldrnewsletter.com/nG7UAe [13] https://www.linkedin.com/posts/lily-ray-44755615_i-believe-google-recently-changed-how-it-ugcPost-7460023311960371201-zQf0?utm_source=tldrmarketing [14] https://www.engadget.com/2170387/hey-meta-ai-is-that-true-threads-is-testing-a-grok-like-ai-feature/?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/kyle-morley_build-your-marketing-funnel-5-steps-to-get-ugcPost-7460277956700119040-iA20?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=18aa4ebe-4f7a-11f1-aa40-17f3d63cc05c&pt=campaign&pv=4&spa=1778756416&t=1778757700&s=f53d1704e51c9935edd41c21a33078b722ae4a22df68585a5d94d5172a233eac

Apple is exploring ways to incorporate AI agents into the App Store while still adhering to its privacy and security standards ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-05-14 EMAIL. SLACK. PRDS. PROMPTS. DOC EDITS. (SPONSOR) [4] The five things eating your week. Wispr Flow [5] turns all of them into voice, 4x faster than typing. Speak the way you think. Flow handles the rest. * 89% OF MESSAGES SENT WITH ZERO EDITS. Flow strips filler, fixes grammar, formats as you speak. * SYSTEM-LEVEL ON EVERY DEVICE. Mac, Windows, iPhone, Android. Works in every app, no plugins. * ONE HOTKEY. Hold to talk. Release. Clean text where your cursor lives. Used by teams at OpenAI, Vercel, and Clay. Free to start. Try Wispr Flow Free [5] | Get Flow [5] 📱 BIG TECH & STARTUPS APPLE IS WORKING TO INCORPORATE AI AGENTS ON THE APP STORE (2 MINUTE READ) [6] Apple is exploring ways to incorporate AI agents into the App Store while still adhering to its privacy and security standards. AI agents can take complex actions on behalf of users, which can be an issue for Apple's strict regulations, which are designed to prevent apps from spreading malware, avoiding App Store fees, and committing other misbehavior. Providing better support for agents will help Apple protect a revenue stream while providing key privacy and security guarantees to users. AMAZON DITCHES RUFUS CHATBOT, LAUNCHES ALEXA SHOPPING AGENT IN AI STRATEGY PIVOT (6 MINUTE READ) [7] Amazon is making Alexa the centerpiece of its AI shopping strategy. Alexa for Shopping is an e-commerce bot that can answer queries and take actions on behalf of users. It uses shopping history and other data to provide a personalized AI shopping experience. The feature is available without a Prime membership. Amazon is discontinuing its standalone Rufus chatbot. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY A START-UP AIMING TO MAKE GEOTHERMAL ENERGY MAINSTREAM GOES PUBLIC (9 MINUTE READ) [8] Fervo Energy is building a commercial geothermal plant in Utah and is planning others across the West. Tech companies are hunting across the country for energy to fuel the AI boom, powering tens of billions of dollars into solar energy, batteries, natural gas power plants, and new kinds of nuclear power plants. Geothermal energy can produce electricity without any planet-warming emissions while operating 24 hours a day. Fervo raised $1.89 billion in an initial public offering this week, a real signal of confidence in the industry. COULD THIS BE THE MOMENT THAT DRUG MANUFACTURING TAKES OFF IN ORBIT? (4 MINUTE READ) [9] Vada Space Industries, a private space company, has announced a significant new collaboration with the United Therapeutics Corporation to explore the use of microgravity to develop improved treatments for rare lung disease. The companies plan to use microgravity's influence on the structure and crystallization properties of therapeutic compounds to improve their stability and delivery. This is the first time a large, publicly traded company is using capital from its own balance sheet to build and produce a product in microgravity. Up to now, NASA has subsidized much of the research into the impact of microgravity on drug development. 💻 PROGRAMMING, DESIGN & DATA SCIENCE MCP IS A PROTOCOL. YOUR AI COWORKER NEEDS A CONTEXT LAYER (SPONSOR) [10] Most teams assumed off-the-shelf MCP would replace the need for a context layer. It hasn't. MCP defines how tools talk — not what they know. Glean's benchmark tested both head-to-head: off-the-shelf MCP used 30% more tokens, and Glean was preferred 2.5x on agentic tasks. An enterprise knowledge graph changes what your AI can do. Read the evaluation from our recent article [10] THE NOTION DEVELOPER PLATFORM (1 MINUTE READ) [11] The Notion Developer Platform enables developers to write code to sync any data and build any agent tool. It supports all popular agents and custom agents. Developers can trigger Notion workflows from anywhere and use Notion Agents in any app. Notion has created a collection of agents from companies like Ramp, Clay, and Vercel for anyone to use. AI GATEWAY PRODUCTION INDEX (15 MINUTE READ) [12] Anthropic is leading in spend despite a higher unit price, while Google leads in volume. Open source models are gaining traction, but there is no loyalty to specific labs. OpenAI's spend share is growing quickly after its recent model update. Agentic workloads are carrying 59% of all token volume. 🎁 MISCELLANEOUS BROWSERS TREAT BIG SITES DIFFERENTLY (7 MINUTE READ) [13] Safari and Firefox change how some sites are rendered based on the domain. Sites like TikTok, Netflix, and Instagram get special treatment. This happens because these browsers are playing catch-up when it comes to Chrome feature updates, and this means using quirks and workarounds until they reach feature parity. The resulting loop keeps Chrome dominant as users switch to Chrome for a better experience. AI IS THE NEW NETFLIX (4 MINUTE READ) [14] Video streaming reshaped how operators planned capacity as people started caring about downstream speed. AI is now changing upload needs. AI use is generating upstream traffic that didn't exist at scale just a few years ago. Cloud sync has become the dominant upstream category. The old asymmetric broadband model of fat downstream and thin upstream was engineered for passive consumption - that model is finished. ⚡ QUICK LINKS LINKEDIN BECOMES THE LATEST NAME ON A 100,000-JOB TECH LAYOFF LIST (5 MINUTE READ) [15] LinkedIn is cutting roughly 5% of its staff. IS SOFTWARE LOSING ITS HEAD? (17 MINUTE READ) [16] Incumbents are making an implicit bet that the data layer will remain the source of value. CLINE RELEASES OPEN-SOURCE AGENT RUNTIME SDK FOR CODING AGENTS (3 MINUTE READ) [17] @cline/sdk is an open-source agent runtime that ships with agent teams and subagents natively. ANTHROPIC WANTS SMALL BUSINESSES TO USE CLAUDE (3 MINUTE READ) [18] Claude for Small Business connects Claude to common business tools to run workflows across finance, operations, sales, marketing, HR, and customer service. ANTHROPIC WAS BEHIND. NOW IT'S THE AI BOOM'S FRONT-RUNNER (7 MINUTE READ) [19] Anthropic has received investment offers in recent months valuing it at more than $900 billion - OpenAI raised $122 billion at a $852 billion valuation earlier this year. BLUE ORIGIN MAY NEED EXTERNAL FUNDING TO HIT AMBITIOUS LAUNCH TARGETS (3 MINUTE READ) [20] Blue Origin is aiming for up to 12 launches this year, but it has a long-term goal of hitting 100 launches a year. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. 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56% of Americans say they are at least somewhat cool. Younger adults and Black Americans are more likely to feel this way ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Contentful] [4] TLDR MARKETING 2026-05-13 IS YOUR CONTENT STRATEGY STUCK IN TRIAL-AND-ERROR MODE? (SPONSOR) [4] Most SaaS marketers are optimizing blind — no baseline, no benchmark, just vibes. Contentful partnered with Benchmarker to analyze 320+ Full-Stack Marketers and surface what's actually working across SaaS websites in 2026. The new B2B SaaS content benchmark report covers: 📊 Where content performance hits a ceiling — and why 🎯 How high-performing teams distribute content across the funnel ✅ Which success metrics separate leaders from the pack Download the free report → [5] 📱 NEWS & TRENDS WHO AMERICANS THINK IS COOL (7 MINUTE READ) [6] 56% of Americans say they are at least somewhat cool, including 16% who say very cool. Younger adults and Black Americans are more likely to feel this way, with 65% of those under 30 and 79% of Black Americans saying they are cool. Parents also rate themselves higher, with 64% of those with kids under 18 saying they are cool versus 54% of non-parents. Still, 74% say being cool is not important, and many think others care more than they do. Americans also rate themselves cooler now than in high school, at 56% vs 43%. When it comes to what is cool, most favor traditional interests like science at 87% and reading at 81%, while fewer see things like marijuana at 35% or sports betting at 25% as cool. YOU'VE NEVER HAD YOUR BEST IDEA BY OPENING A NEW CHAT WINDOW (4 MINUTE READ) [7] AI is weakening critical thinking, emotional depth, and originality when used without intention. Many brands adopt it reactively and prioritize speed over insight, leading to an overreliance on cognitive offloading, where people outsource the hard parts of thinking and communication. Research shows frequent AI use can reduce critical thinking, while creatives are pushed to produce more ideas faster instead of developing stronger ones. At the same time, globally trained models risk flattening culture by defaulting to familiar patterns, making human judgment and local perspective more important. 🚀 STRATEGIES & TACTICS 11 TIPS TO GET BLOGS CITED (2 MINUTE READ) [8] Blogs that earn AI citations start with topics where AI answers are weak, tested using AI tools and search results before writing. Content is built around real user questions from sources like Google's People Also Ask feature and keyword research tools, then mapped into clear H2 and H3 structures. Each section opens with a direct answer followed by supporting detail for easy extraction. Posts include first hand examples, screenshots, and walkthroughs to demonstrate real experience. Writing stays simple and direct with clear visuals that explain key points. On page SEO includes optimized titles, headers, URLs, meta descriptions, and internal links. Technical setup includes proper indexing, schema, and regular audits. After publishing, content is updated, expanded with new questions, and tracked for AI citations and rankings. 5 THINGS TO DO BEFORE YOU DELETE YOUR FAQS (1 MINUTE READ) [9] Google has removed FAQ rich results, but FAQ content still matters and shouldn't be deleted. Keep Q&A sections on pages to improve user experience and engagement, and recognize their growing value for AI tools like ChatGPT that pull from structured answers. Shift schema efforts toward formats Google still supports such as article or how-to markup, and turn high performing FAQ questions into standalone sections or pages to capture search intent. Rewrite FAQs to mirror how people phrase prompts in AI tools so they're more likely to surface in AI-driven search. 🧑‍💻 RESOURCES & TOOLS PLAID ADDS $382K IN PIPELINE WITH TLDR CAMPAIGN (SPONSOR) [10] Plaid achieved their best-performing direct buy to date, adding $382k in pipeline, earning 70 leads, and achieving 20.1x ROI. This case study breaks down their strategy, results, and example ads. Read the Plaid case study. [10] THE ORGANIC MEDIA MIX: THE STRATEGY DOCUMENT EVERY CMO SHOULD BE BUILDING RIGHT NOW (5 MINUTE READ) [11] AI visibility now depends on a portfolio of organic channels, not just your website, so you need an Organic Media Mix that allocates resources based on where AI models actually cite brands. The framework starts with citation reports across tools like ChatGPT, Gemini, and Claude to identify which sources shape AI answers in your category, then scores those channels by influence, implementation difficulty, commercial intent, and sentiment. The data often overturns assumptions because citations can vary significantly by industry and brand. This framework enables teams to use citation data to guide ad placements, PR investment, influencer programs, and content production around the same high-intent queries. SPRINGBOARDS (TOOL) [12] Springboards is a creative workspace built to generate a wide range of ideas across campaigns, not just a single output. It combines multiple AI models with features like customizable boards to spark different angles, a “voltage” control to adjust how safe or wild ideas get, pins to capture and remix ideas in real time, and an infinite canvas to organize and develop strategy collaboratively. It also includes reusable templates and flexible customization so teams can tailor workflows. WE TRACKED 1,885 PAGES ADDING SCHEMA. AI CITATIONS BARELY MOVED (7 MINUTE READ) [13] Despite the claim that JSON-LD schema is a direct AI visibility lever, an analysis of 1,885 pages found that it doesn't increase AI citations in Google AI Mode, ChatGPT, or Google AI Overviews. The study found a 2.4% lift in AI Mode and 2.2% lift in ChatGPT, but both results fell within statistical noise, while AI Overview citations dropped 4.6% relative to control pages. Schema correlates with stronger SEO operations rather than causing AI citation growth on its own. Sites that already invest in authority, technical SEO, and content quality still win AI visibility, even without schema changes. Schema still supports rich results and knowledge graph visibility, but brands should not expect it to drive measurable AI citation gains on already indexed pages. 🎁 MISCELLANEOUS TRADITIONAL MARKETING DOESN'T WORK ON AI SHOPPING AGENTS (6 MINUTE READ) [14] A study simulating how AI shopping agents interact with product pages found that most e-commerce persuasion tactics refined for human cognition either fail or backfire when evaluated by AI. Of 8 promotional mechanisms tested across four models and over 16,000 shopping rounds, only ratings produced a consistently positive effect. Scarcity badges, bundling, and anchored pricing showed no reliable pattern, and advanced models like GPT-5 sometimes reacted negatively to aggressive promotional cues. The researchers recommend focusing on pricing and review fundamentals first, then building simulation environments to continuously test how each model responds. BEHIND THE SCENES AT WIRECUTTER FOR AN EPIC DUEL OF AIR PURIFIERS (13 MINUTE READ) [15] Wirecutter has maintained its lead in product recommendations by investing in original, hands-on testing where staff evaluate everything from air purifiers to mattresses. The publication has grown to 180 editorial employees and 15 million monthly readers since becoming part of a major news organization, more than tripling traffic in recent years. Reviewers operate behind a strict editorial wall with no visibility into affiliate revenue from their recommendations, a structure built on the principle that consumer trust is the only sustainable advantage. That independence has helped the brand weather an era in which competitors chasing affiliate revenue through SEO were penalized by algorithm updates targeting aggregated or low-expertise content. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [16] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [16]. YOUTUBE CREATOR PLAYBOOK - APRIL 2026 (3 MINUTE READ) [17] 45% of YouTube Shorts users aren't on TikTok, and 65% aren't on Instagram Reels. THIS A/B TEST RESULT WITH 99% CONFIDENCE IS 87% LIKELY TO BE WRONG (1 MINUTE READ) [18] A landing page test claiming a 44% lift and 99% confidence likely produced a false positive because the experiment had just 6.9% statistical power instead of the recommended 80%. TIKTOK TRENDS ARE BECOMING FORMATS, NOT JUST SOUNDS (2 MINUTE READ) [19] TikTok trends are shifting from specific sounds to repeatable formats like "My Top 5 Horror", "God Forbid", or “Everything Hallelujah". Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=3fb12324-4e81-11f1-bade-e1189a8dea78&pt=campaign&t=1778671275&s=5934ab15f2786a96633d54dbfe1852622508e76f9fc2930cf3df97f73be6db98 [4] https://www.contentful.com/resources/benchmarker-2026-report/?utm_source=tldr&utm_medium=newsletter&utm_campaign=fy27-q1-global-feeling_so_contentful [5] https://www.contentful.com/resources/benchmarker-2026-report/?utm_source=tldr&utm_medium=newsletter&utm_campaign=fy27-q1-global-feeling_so_contentful/tldr-ad-copy [6] https://yougov.com/en-us/articles/54739-who-americans-think-is-cool?utm_source=tldrmarketing [7] https://links.tldrnewsletter.com/wa4lGO [8] https://www.linkedin.com/posts/kyle-morley_the-blog-posts-winning-ai-citations-right-share-7459556848933928960-O0Qw?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/romana-kuts_another-day-in-seo-another-google-update-share-7459490349057622016-8WbI?utm_source=tldrmarketing [10] https://advertise.tldr.tech/case-studies/plaid-adds-382k-in-pipeline-with-tldr-campaign-their-best-direct-buy-yet/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary05132026 [11] https://www.brainlabsdigital.com/organic-media-plan-ai-visibility/?utm_source=tldrmarketing [12] https://springboards.ai/?utm_source=tldrmarketing [13] https://ahrefs.com/blog/schema-ai-citations/?utm_source=tldrmarketing [14] https://hbr.org/2026/05/research-traditional-marketing-doesnt-work-on-ai-shopping-agents?utm_source=tldrmarketing [15] https://www.niemanlab.org/2026/05/behind-the-scenes-at-wirecutter-for-an-epic-duel-of-air-purifiers/?utm_source=tldrmarketing [16] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [17] https://services.google.com/fh/files/blogs/youtube_creator_marketing_playbook.pdf?utm_source=tldrmarketing [18] https://www.linkedin.com/posts/ronnyk_abtesting-poweranalysisisessential-experimentguide-share-7459552053133119489-fj3j?utm_source=tldrmarketing [19] https://wersm.com/tiktok-trends-are-becoming-formats-not-just-sounds/?utm_source=tldrmarketing [20] https://refer.tldr.tech/eb173905/5 [21] https://hub.sparklp.co/sub_dde87fb1813a/5 [22] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://www.linkedin.com/in/alikoh/ [27] https://www.linkedin.com/in/maddisalmon/ [28] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=3fb12324-4e81-11f1-bade-e1189a8dea78&pt=campaign&pv=4&spa=1778670022&t=1778671275&s=d45172db3aca0c009ea691ca52f8f98d73115fe4e711f3ae38aa7e9587c3bf85

Googlebooks are designed from the ground up with Gemini intelligence. Wiggling the cursor on a Googlebook activates a full-screen Gemini experience ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Datadog] [4] TLDR 2026-05-13 WHAT LLM TELEMETRY FROM 1,000+ ORGS REVEALS ABOUT HOW TEAMS USE AI AT SCALE (SPONSOR) [4] Had enough of vague keynotes? This Datadog report [4] draws on real LLM telemetry from over 1,000 orgs to show what teams are doing in prod.  Read it to see: * How model provider adoption is shifting and why most organizations are now multi-model by default * Why LLM tech debt is compounding [4] as teams adopt new releases faster than they retire old ones * What the doubling of agent framework adoption means for observability * Where hidden token costs are coming from and why prompt caching remains widely underutilized This is the benchmark for your AI stack. See how it compares [4] 📱 BIG TECH & STARTUPS GOOGLE'S ANDROID-POWERED LAPTOPS ARE CALLED GOOGLEBOOKS, AND THEY'RE COMING THIS YEAR (4 MINUTE READ) [5] Googlebooks are designed from the ground up with Gemini intelligence. Wiggling the cursor on a Googlebook activates a full-screen Gemini experience. The AI can view screen content to make contextual suggestions, and it can pull in data from multiple apps. Googlebook devices will run Android and have access to the Play Store. Most manufacturers that make Chromebooks will also offer Googlebooks when they launch. ANDROID IS GETTING A BIG AI OVERHAUL IN 2026 (8 MINUTE READ) [6] Google is expected to make several AI-related announcements at its I/O conference next week. App automation will be a major element of Android going forward. Gemini will power several new convenience features, including a custom widget feature. Almost everything new will arrive via Play Services, app updates, or on specific devices through partnerships rather than as a part of Android 17, which is slated to launch in June. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ONCE AGAIN, SPACEX HAS SET A NEW RECORD FOR THE TALLEST ROCKET EVER BUILT (4 MINUTE READ) [7] Starship Version 3, taller and more powerful than previous iterations, comes with numerous upgrades, including higher thrust, more efficient Raptor engines, a new reusable lattice-like structure at the top of the booster for hot staging, and three modified grid fins to help bring the first stage back to Earth for recovery and reuse. This version should be capable of in-orbit refueling. At a height of 408 feet, the rocket's upcoming flight (date yet to be determined) will mark the first liftoff from a new launch pad at Starbase. SPACEX AND GOOGLE ARE IN TALKS TO LAUNCH DATA CENTERS IN ORBIT (5 MINUTE READ) [8] Google is in talks with SpaceX and other rocket-launch companies for a rocket launch deal. Last year, Google announced Project Suncatcher, a moonshot initiative aimed at launching orbital data centers. Many industry leaders see orbit computing as a solution to the limitations of Earthbound data centers. SpaceX is also looking to launch orbital data centers. The speculative technology was the center of SpaceX's pitch to investors ahead of its planned IPO. 💻 PROGRAMMING, DESIGN & DATA SCIENCE STOP WRANGLING GPU CLUSTERS. FINE-TUNE OPEN-SOURCE MODELS IN AN AFTERNOON WITH CRUSOE CLOUD (SPONSOR) [9] Fine-tuning shouldn't require a platform build. Crusoe Serverless Fine-Tuning is now in private preview — submit a job, get your weights back, ship your model. No cluster provisioning. No surprise bills. No infrastructure tax. Request early access to Crusoe Serverless Fine-Tuning [9] REDIS AND THE COST OF AMBITION (14 MINUTE READ) [10] Projects developed as personal challenges and learning exercises are wonderful. However, without a solid use case, the maintainer will likely lose interest in the project and eventually abandon it. There's nothing wrong with the ambition to solve problems. Just don't lose sight of what made you successful in the first place. WHY SENIOR DEVELOPERS FAIL TO COMMUNICATE THEIR EXPERTISE (7 MINUTE READ) [11] Good senior developers aim to lower complexity. Adding to a system is risking more complexity, which creates instability. The rest of the company is focused on reducing uncertainty. Senior developers fail to communicate their expertise as they express their problems in terms of complexity management when they should be expressing their solutions in terms of uncertainty reduction. 🎁 MISCELLANEOUS APPLE PLANS CUSTOMIZABLE CAMERA FOR PROS, SIRI DESIGN CHANGES IN IOS 27 (4 MINUTE READ) [12] Apple plans to upgrade its Camera app to make it fully customizable. Users will be able to choose which features appear and where they're placed. The next major iPhone update will include other design changes, including system-wide changes such as new animations and redesigned tab bars. The update, which will include a revamped Siri, will be unveiled on June 8 at WWDC. AMAZON EMPLOYEES ARE “TOKENMAXXING” DUE TO PRESSURE TO USE AI TOOLS (3 MINUTE READ) [13] Amazon's MeshClaw product allows employees to create AI agents that connect to workplace software and carry out tasks on their behalf. It can initiate code deployments, triage emails, and interact with apps such as Slack. Some employees are using the software to complete unnecessary tasks to increase their consumption of tokens as the company is tracking their usage on internal leaderboards. Many employees have raised concerns about the security risks of AI tools that can act on users' behalf. ⚡ QUICK LINKS FREE COURSE: BUILD PROD-GRADE AI EVALS LIKE OPENAI, REPLIT, AND NOTION (SPONSOR) [14] Braintrust's free 1-hour course shows you how leading teams run thousands of evals a day and ship updates within 24 hours. Improve your AI with data, not vibes. Start the course [14] AI ECONOMICS (5 MINUTE READ) [15] Every lab is playing this same game: squeeze more tokens per watt, price highly, and acquire more power. MASSIVE LEAK REVEALS GOOGLE'S ALUMINIUM OS WITH A 16-MINUTE VIDEO (3 MINUTE READ) [16] Google's Aluminium OS is essentially plain Android with several desktop experience features. WHAT IS CODE? (17 MINUTE READ) [17] The future of coding is building better conceptual models, vocabularies, and foundations on top of which both humans and LLMs can work. PLAID ADDS $382K IN PIPELINE WITH TLDR CAMPAIGN (SPONSOR) [18] Plaid achieved their best-performing direct buy to date, adding $382k in pipeline, earning 70 leads, and achieving 20.1x ROI. Read the Plaid case study. [18] AMAZON LAUNCHES 30-MINUTE DELIVERY ACROSS THE US (3 MINUTE READ) [19] Amazon Now is now widely available in Atlanta, Dallas-Fort Worth, Philadelphia, and Seattle. EBAY REJECTS GAMESTOP'S $56 BILLION TAKEOVER BID, CALLING IT ‘NEITHER CREDIBLE NOR ATTRACTIVE' (5 MINUTE READ) [20] eBay has several concerns with the offer, including uncertainty around GameStop's financing, operational risks, and the debt load that would result from the proposed transaction. SPACEX EYES GLOBAL SPACEPORTS AS STARSHIP LAUNCH AMBITIONS GROW AHEAD OF IPO (2 MINUTE READ) [21] SpaceX is targeting thousands of Starship launches per year, a cadence that will require many different launch locations. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Analysis of around 900 newly published marketing pages shows a clear timeline for citations in ChatGPT and Claude. 75% of pages are cited ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-12 REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [4] Social ads get ignored. TLDR gets read. Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [4] 📱 NEWS & TRENDS THE CONSENSUS GAP (5 MINUTE READ) [5] AI visibility across ChatGPT, Perplexity, and Google AI Overviews is highly fragmented. Only about 2-2.5% of URLs appear across all three engines and around 91% appearing in just one. AI search is not a single system but three separate distribution layers with minimal overlap. Commercial and informational queries show similar patterns, and even high-intent searches do not converge on the same sources. Guides and tutorials travel slightly better than other page types, but overall portability remains low. THE 2026 UPFRONTS WILL BE HEAVY ON CREATORS, FOOTBALL AND AI AD TECH (5 MINUTE READ) [6] The NFL remains the central anchor across networks. Creators are embedded across platforms, including YouTube, Netflix, Disney, and Fox, and influencer content is now mainstream in TV programming and advertising. YouTube has become the de facto closer of upfront week, reinforcing its role as a TV-scale platform. The event is increasingly shaped by fandom-driven content strategies and AI-enabled ad buying and measurement. Ad spend remains steady, though confidence in the traditional upfront model is increasingly mixed. 🚀 STRATEGIES & TACTICS AEO VISIBILITY TIMING (1 MINUTE READ) [7] Analysis of around 900 newly published marketing pages shows a clear timeline for citations in ChatGPT and Claude. The median time to first citation is 6.81 days. 75% of pages are cited within 18.68 days and 90% within 37.10 days. Pages not cited after roughly 37 days likely have issues like indexing or crawlability rather than timing. Pages cited within about a week are performing above average and should continue current practices. RESEARCH YOUR OWN COMPANY TO AUDIT AEO (1 MINUTE READ) [8] 40% of B2B sites lack basic homepage schema. This can block LLMs from properly reading and citing them. To audit, run an incognito Claude chat and ask it to evaluate your company using only public data. Check what it can detect across pricing, logos, launches, and positioning, and whether it can read your homepage or misses JavaScript content. Verify homepage schema and robots.txt for crawler access. Use the results to fix issues with AI tools. 🧑‍💻 RESOURCES & TOOLS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [9] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [10]. YOUR CHECKOUT PAGE IS LYING. THIS PROMPT PROVES IT (3 MINUTE READ) [11] Checkout success screens can hide backend failures where payments go through, but access is not granted due to webhook or database write issues. A data integrity audit treats the payment processor as the source of truth, maps the required database update, and verifies it with direct queries before launch. This guide includes a reusable prompt and explains how to run it to structure and execute this verification process. HOW TO SUMMARIZE EMAILS AUTOMATICALLY WITH OPENCLAW (20 MINUTE READ) [12] This setup reduces inbox noise through classification rules that separate VIP, action required, FYI, and promotional emails. It then routes summaries to channels people already monitor like Telegram or Slack. The workflow also treats email as untrusted input and keeps auto-send disabled. The tutorial recommends starting with one or two daily cron digests, then layering in HEARTBEAT.md for VIP monitoring. Testing the workflow for 24 hours before connecting a primary business inbox helps catch issues with message routing and reply approval before scaling automation. AMAZON'S INTERACTIVE VIDEO ADS ARE GETTING PERSONAL(IZED) (3 MINUTE READ) [13] Amazon Ads has launched Dynamic TV Creative, a feature that personalizes interactive video ads on Prime Video by drawing on viewer shopping habits, browsing signals, geography, and product availability. Advertisers upload their creative assets and the system automatically tailors headline copy and calls to action based on where a viewer sits in the purchase funnel, from "learn more" for new audiences to "add to cart" for those showing active interest. 🎁 MISCELLANEOUS YOUNG AMERICANS' JOB MARKET PESSIMISM STANDS OUT GLOBALLY (3 MINUTE READ) [14] 43% of Americans aged 15-34 said it was a good time to find a local job in 2025, 21 points below those 55+, a sharp reversal from past trends. Since 2023, young people's confidence has dropped 27 points, with the steepest declines among young women, the most educated, and those not working full time. In other advanced economies, younger adults remain more optimistic, making the US a clear outlier. WHY GOOGLE ADS, GA4, AND CRM NUMBERS NEVER MATCH (7 MINUTE READ) [15] Ad platforms, GA4, and CRMs report different conversion numbers due to differences in attribution, cross-device tracking, and privacy limits. Relying on any one source skews budget decisions, whether that means overvaluing branded search or trusting inflated platform revenue. Incrementality testing can measure true impact but is often impractical due to data requirements. A better approach is triangulation, using CRM revenue as the baseline and tracking gaps between systems over time. ⚡ QUICK LINKS INSTAGRAM IS THINKING BEYOND REELS, EYEING LONG-FORM CONTENT FOR TV (2 MINUTE READ) [16] Instagram is exploring long-form, TV-friendly content to compete with YouTube, while still keeping short-form at its core. WHAT IS OWNED MEDIA, AND WHY IS IT THE ONLY CHANNEL THAT COMPOUNDS (6 MINUTE READ) [17] Owned media is fully controlled by the brand and builds lasting audience and authority, unlike rented channels that depend on algorithms and reset with spend. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=5c64a746-4dd9-11f1-bf67-630353f526cc&pt=campaign&t=1778584587&s=a1e52a4c22cc69effd2b52f19a78b38e5e9e2a1bacab21038544c79ae8643cf8 [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary05122026 [5] https://www.growth-memo.com/p/the-consensus-gap?utm_source=tldrmarketing [6] https://www.hollywoodreporter.com/business/business-news/2026-upfronts-preview-creators-nfl-ai-1236590521/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/joshua-blyskal_how-long-does-it-take-to-get-cited-in-chatgpt-share-7459597422759964672-G_yo?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/emilykramer_40-of-sites-in-my-recent-state-of-b2b-marketing-share-7459694487284420608-9TfQ?utm_source=tldrmarketing [9] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5?utm_source=tldrmarketing [10] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [11] https://promptledproduct.substack.com/p/your-checkout-page-is-lying-this?utm_source=tldrmarketing [12] https://www.hostinger.com/uk/tutorials/how-to-summarize-emails-automatically-with-openclaw?utm_source=tldrmarketing [13] https://www.marketingbrew.com/stories/amazon-interactive-video-ads-upfronts?utm_source=tldrmarketing [14] https://news.gallup.com/poll/708860/young-americans-job-market-pessimism-stands-globally.aspx?utm_source=tldrmarketing [15] https://searchengineland.com/google-ads-ga4-crm-numbers-never-match-476978?utm_source=tldrmarketing [16] https://wersm.com/instagram-is-thinking-beyond-reels-eyeing-long-form-content-for-tv/?utm_source=tldrmarketing [17] https://www.thestateofbrand.com/news/what-is-owned-media?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=5c64a746-4dd9-11f1-bf67-630353f526cc&pt=campaign&pv=4&spa=1778583651&t=1778584587&s=631e811a1a4f997cf1ee01927298441686025343aef8fa6cb8564a278e35259f

Screenshots of a revised user interface showing a model card for Google's upcoming Gemini Omni video model were posted on Reddit over the weekend ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-05-12 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [4] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [5] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [6] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [7] 📱 BIG TECH & STARTUPS GOOGLE'S GEMINI OMNI VIDEO MODEL SURFACES AHEAD OF I/O DEBUT (2 MINUTE READ) [8] Screenshots of a revised user interface showing a model card for Google's upcoming Gemini Omni video model were posted on Reddit over the weekend. Early user testing indicates the model has impressive prompt adherence, but video generation burned through credits quickly. Omni will likely be shipped in tiered variants (Flash and Pro). MICROSOFT'S CEO INTERVENED WHEN OPENAI FIRED SAM ALTMAN, MUSK'S LAWYER CLAIMS (8 MINUTE READ) [9] Elon Musk has accused Microsoft of aiding and abetting OpenAI as the lab abandoned its founding contract as a nonprofit. His lawyers have submitted evidence that Microsoft CEO Satya Nadella played a role in Sam Altman's efforts to return to OpenAI just five days after he was ousted as CEO. This was aimed at demonstrating Microsoft's significant control over OpenAI. Microsoft had earlier claimed that it should not have been drawn into the legal squabble between Musk and OpenAI. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY FIGURE'S HUMANOID ROBOTS ORGANIZE ROOM, HANG CLOTHES, AND MAKE BED WITHOUT HUMANS (5 MINUTE READ) [10] Figure has released a new video showing two robots performing household tasks in a coordinated bedroom-cleaning demonstration. The video (available in the article) highlights advances in humanoid collaboration, object handling, and domestic automation. Figure claims to have increased Figure O3 humanoid production from one robot daily to one hourly at its BotQ production facility in California. GOOGLE SAYS CRIMINAL HACKERS USED AI TO FIND A MAJOR SOFTWARE FLAW (6 MINUTE READ) [11] A criminal hacking group recently attempted to launch a widespread cyberattack using a previously unknown bug in a popular open-source web-based system administration tool. There is strong evidence that the actor likely leveraged an AI model to support the discovery and weaponization of the vulnerability. The software maker was notified quickly enough to allow for a patch before the attack could do damage. This is the first known example of a zero-day bug being put to malicious use by hackers enabled chiefly by AI. 💻 PROGRAMMING, DESIGN & DATA SCIENCE REACH 7 MILLION ENGAGED TECH PROFESSIONALS (SPONSOR) [12] Social ads get ignored. TLDR gets read. Reach developers, PMs, DevOps, cybersecurity, and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities. [12] INTRODUCING CLAUDE PLATFORM ON AWS: ANTHROPIC'S NATIVE PLATFORM, THROUGH YOUR AWS ACCOUNT (9 MINUTE READ) [13] Claude Platform is now generally available on AWS. The new service gives customers direct access to Anthropic's native Claude Platform experience through an AWS account. It allows users to work on the same APIs, features, and console experience available through Anthropic directly, but on AWS. Claude Platform on AWS is operated by Anthropic, and the underlying requests and data are processed outside the AWS security boundary. TANSTACK NPM PACKAGES COMPROMISED IN ONGOING MINI SHAI-HULUD SUPPLY-CHAIN ATTACK (12 MINUTE READ) [14] 84 TanStack npm packages have been compromised in an ongoing supply-chain attack. Several of these packages have over 12 million weekly downloads, making the compromise especially significant from a software supply-chain perspective. TanStack has deprecated the affected versions, engaged npm security to pull the malicious tarballs, purged GitHub Actions cache entries, and merged hardening changes to restructure the affected workflow, add repository-owner guards, and pin third-party action references. A list of recommended actions for affected systems is available in the article. 🎁 MISCELLANEOUS THE INFERENCE SHIFT (14 MINUTE READ) [15] The most important aspect for agentic inference is memory. Agents need context, state, and history, which requires a memory hierarchy wrapped around a model. This implies a necessary trade-off of speed for capacity, but agentic tasks don't really need to be that fast if a human isn't involved. THE WU TAPES (65 MINUTE READ) [16] Scott Wu is the founder and CEO of Cognition, an AI agent coding lab and one of the fastest-growing companies of any kind in history. He is also known for his math prowess: Wu is the greatest American gold-medalist of all time at the International Olympiad in Informatics. His career began when he was just in second grade, when he competed in a middle-school math competition at just seven years old. This article contains an interview with Wu where he discusses his early childhood and life, AI, Cognition, humanity, his fears, and more. ⚡ QUICK LINKS LIGHTFIELD SKILLS: PROGRAM YOUR CRM IN PLAIN ENGLISH (SPONSOR) [17] Ditch the spaghetti workflows. Trigger account research, deal scoring, pipeline forecasting and more with a single sentence. Get 3 months free [17] with code TLDRTQL33 GITLAB PROMISES A DIFFERENT KIND OF LAYOFF AS BIZ PIVOTS TOWARD AI (5 MINUTE READ) [18] GitLab plans to reinvest most of the money it is saving on wages back into its business. THE LAST COMPANY (5 MINUTE READ) [19] Future businesses will have to compete with AI lab-owned firms, where every knowledge-intensive function has been replaced by AI. AI VERSUS MICROSERVICES (12 MINUTE READ) [20] Every technology shift changes the dominant architecture, and often the languages and platforms, that are employed. AIRBYTE AGENTS REDUCE YOUR AGENT'S TOKEN USAGE BY 80% (SPONSOR) [21] Airbyte Context Store pre-indexes business data so agents query one unified layer instead of chaining API calls. 40% fewer tool calls. Available via MCP or SDK. Check now! [22] MYTHOS FINDS A CURL VULNERABILITY (12 MINUTE READ) [23] While Mythos can discover vulnerabilities, it does not seem to perform any better than other already existing and readily available tools. LAPTOPS ALL HAVE BUILT-IN SECURITY TOKENS THESE DAYS (10 MINUTE READ) [24] This post talks about how to configure a laptop's secure element to be used as a security token. IOS, MACOS, AND IPADOS 26.5 UPDATES ARRIVE WITH ENCRYPTED RCS MESSAGING AND MORE (3 MINUTE READ) [25] Other additions in the 26.5 releases are new Pride-themed wallpapers and some of the initial work needed to support ads in the Apple Maps app. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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Claims that Meta is in decline overstate a short-term drop in daily active users and ignore the scale of its business. Facebook usage has shifted ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-11 BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [4] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [4]. 📱 NEWS & TRENDS IS META REALLY DYING? (4 MINUTE READ) [5] Claims that Meta is in decline overstate a short-term drop in daily active users and ignore the scale of its business. Facebook usage has shifted as social media moves from connection to entertainment. Users are spending more time on TikTok and Instagram and using Facebook mainly for updates from friends and family. This reduces per-session engagement and supports the view that Facebook is less central than before. Even so, Meta still reaches billions of users and continues to grow revenue, using that position to invest in AI, AR, and wearables. THE GREAT $110 TRILLION WEALTH TRANSFER WON'T HAPPEN ANY TIME SOON (4 MINUTE READ) [6] The “great wealth transfer” is expected to be slow rather than sudden as older Americans live longer and keep accumulating wealth. Americans 55 and older control about $110 trillion, with boomers adding over $1 trillion in wealth in a recent quarter. Bequeathable wealth has risen to 424% of GDP, with 97% of gains driven by households over 55. Much of this wealth is first passed to spouses, while spending on longevity and care reduces what is left for heirs. As a result, Gen X and younger generations will see a gradual transfer instead of a windfall. 🚀 STRATEGIES & TACTICS WHAT TO DO IF YOUR CUSTOMER COUNT IS FLAT BUT YOUR BASE IS FALLING APART (1 MINUTE READ) [7] Flat customer growth can mask a weakening base and declining profitability. In one case, retained customers fell 18% while net-new customers rose 31%, yet margin-per-customer dropped 14%. To surface this early, segment customers into retained, reactivated, and net-new groups, then track margin-per-customer over time. Monitor CLV decile migration to see whether high-value customers remain loyal and mid-tier customers move up. Margin-per-customer is the key leading indicator, often signaling base erosion 6-9 months before revenue declines. AUTHORSHIP NOW DRIVES SEARCH VISIBILITY IN GOOGLE (1 MINUTE READ) [8] Google now shows full author names and source platforms in search citations. This reduces the impact of anonymous or generic content by making expertise visible at the point of discovery. It increases the value of clear, consistent viewpoints tied to identifiable authors across platforms like LinkedIn. Search visibility now favors content with established authority over faceless publishing or scaled content. 🧑‍💻 RESOURCES & TOOLS GET A SECOND OPINION FROM AI, BEFORE YOU TRUST THE FIRST ONE. NOW 3 MONTHS FREE (SPONSOR) [9] Stop pasting the same prompt into ChatGPT, Claude, and Gemini in separate tabs to find the best output. Cuey [9] is a Chrome extension that runs 1 prompt through 3 AI models side by side, picked from 31+ options. Get 3 months of Cuey PRO free with code TLDRMARKETING [9] HOW PERPLEXITY WINS THE 10X KNOWLEDGE WORKER (4 MINUTE READ) [10] Perplexity Computer is not a chatbot or search tool, but a system for building and running workflows end to end. Users describe what they want, and it assembles the stack and executes it with no code. It turns multi-step tasks into automated systems that run in the background, like pulling Reddit trends, ranking posts, generating hooks, and syncing outputs into Notion on a schedule. Its advantage is orchestration, combining multiple models and tools into one workflow that handles real work. COURSE CORRECTION: GOOGLE TO LINK MORE SOURCES IN AI OVERVIEWS (3 MINUTE READ) [11] Google is adding several new link formats to AI Overviews and AI Mode in an effort to drive more traffic back to the websites its AI summarizes. Changes include a "Further Exploration" section at the bottom of AI answers linking to relevant articles, an "Expert Advice" block surfacing snippets from news outlets and forums, and preview pop-ups when users hover over source links. Google is also testing a subscription integration that would surface a user's subscribed sites more prominently in AI results, with early tests showing higher click-through rates. 🎁 MISCELLANEOUS EXPERIMENT ESTIMATION STUDY: HOW WELL CAN 1,391 GUESSES PREDICT A/B TEST EFFECTS? (7 MINUTE READ) [12] A/B test impact is often overestimated, making gut-based prioritization unreliable. Across 1,391 predictions, the median error was 2.7 percentage points, and 56% of guesses were too high. Experience had a limited effect, with teams of 10+ years performing similarly to newer practitioners. Familiarity with similar tests improved accuracy, raising directional correctness to 65.1% and reducing median error from 3.2 to 2.5 points. Small groups performed better than individuals, with crowds of five cutting error to 2.3 points, though a consistent positive bias remained. THE WORK OF KNOWLEDGE IN THE AGE OF AI REPRODUCTION (6 MINUTE READ) [13] Walter Benjamin's idea of mechanical reproduction is extended to knowledge, where AI collapses the scarcity of knowledge work in the same way mass media did for art. Consulting decks, medical analysis, and legal drafts can now be produced instantly, reducing the value of the artifact while leaving judgment and accountability as the main sources of value. This creates a barbell effect where low-cost AI output floods the market and value concentrates in institutions and credentials that can be held responsible for decisions. As skills become easier to replicate, signaling and provenance rise in importance, similar to the sheepskin effect, where degrees matter more than marginal skill gains. ⚡ QUICK LINKS GOOGLE TO NO LONGER SUPPORT FAQ RICH RESULTS (1 MINUTE READ) [14] Users will no longer see FAQ rich results in Google Search results. IKEA TURNS ITS FRAKTA BAG INTO A CAMERA FRAMING THE WORLD (2 MINUTE READ) [15] A playful IKEA campaign that turns its iconic blue bag into a Point-Of-You frame. 80% OF COMPANIES CUT JOBS FOR AI. IT DIDN'T IMPROVE THEIR RETURNS. NOT EVEN A LITTLE (6 MINUTE READ) [16] There's no correlation between AI-driven layoffs and improved ROI. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c81d3e52-4d0d-11f1-9256-27740a220f42&pt=campaign&t=1778498844&s=24eaf17ffb165268658d28d6489f247009f0e24c208bcea597af594dace12dad [4] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [5] https://www.socialmediatoday.com/news/is-meta-really-dying/819794/?utm_source=tldrmarketing [6] https://links.tldrnewsletter.com/ZRPBys [7] https://www.linkedin.com/posts/scozak_customeranalytics-ecommerce-retention-share-7458511192454508544-tES0?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/beckyreflectdigital_a-huge-update-from-google-which-will-disrupt-share-7458082182574616576-GDvl?utm_source=tldrmarketing [9] https://links.tldrnewsletter.com/CR1dfU [10] https://links.tldrnewsletter.com/JgwJZq [11] https://links.tldrnewsletter.com/DoH7hz [12] https://goodui.org/blog/experiment-estimation-study/?utm_source=tldrmarketing [13] https://www.digitalnative.tech/p/the-work-of-knowledge-in-the-age?utm_source=tldrmarketing [14] https://searchengineland.com/google-to-no-longer-support-faq-rich-results-476957?utm_source=tldrmarketing [15] https://wersm.com/ikea-turns-its-frakta-bag-into-a-camera-framing-the-world/?utm_source=tldrmarketing [16] https://www.thestateofbrand.com/news/ai-job-cuts-not-improving-returns?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c81d3e52-4d0d-11f1-9256-27740a220f42&pt=campaign&pv=4&spa=1778497280&t=1778498844&s=65c727ef45502e4dcf06c4198d206c868620228555d3968c6cd3ffcfe7d30a97

Meta tracks its employees' keyboard inputs and mouse movements to train its AI models. Many workers are uncomfortable with the scheme ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-05-11 WHY THE SAME AI PROMPT GIVES DIFFERENT ANSWERS (AND HOW TEAMS ARE FIXING IT) (SPONSOR) [4] Same input. Same prompt. Different output. That's the reality of testing AI agents that write code, and most teams are shipping without solving it. Nick Nisi from WorkOS [5] tackled this by building eval systems for two AI tools: - NPX WORKOS@LATEST, a CLI agent that installs AuthKit [6] into your project - WorkOS agent skills that power LLM responses about SSO, directory sync, and RBAC. The post covers how to test against real project structures, score output that's different every time, and catch when your agent makes up methods that don't exist. Learn more about evals → [4] 📱 BIG TECH & STARTUPS META'S EMBRACE OF AI IS MAKING ITS EMPLOYEES MISERABLE (7 MINUTE READ) [7] Meta tracks its employees' keyboard inputs and mouse movements to train its AI models. Many workers are uncomfortable with the scheme, which they are unable to opt out of on their corporate laptops. The company says there are safeguards in place to protect sensitive content and that the data is not used for any other purpose, but many workers have expressed anger at the policy. Many employees no longer see Meta as a place for a long career. HOW A JOB AT OPENAI BECAME THE GREATEST LOTTERY TICKET OF THE AI BOOM (5 MINUTE READ) [8] OpenAI recently allowed employees to sell up to $30 million worth of shares each. The sale offers a peek into the flood of money that will soon hit America's tech capitals. OpenAI and Anthropic are gearing up for what will likely be some of the largest IPOs in history. The newfound wealth is driving up rental prices in San Francisco and sparking concerns about a growing class divide within the city. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SURPRISING SIGNS OF AN ATMOSPHERE AROUND A TINY WORLD, BILLIONS OF MILES AWAY (7 MINUTE READ) [9] Japanese astronomers have discovered a small world about 3.5 billion miles from the Sun that appears to be swaddled in a layer of air. The discovery of an atmosphere is surprising, as the 300-mile-wide celestial body shouldn't have a strong enough gravitational pull to keep it in place. Also, temperatures in that quadrant are so cold that most of the molecules that exist as gases in Earth's atmosphere freeze solid. The atmosphere is very thin, with only a few gas molecules to exert any pressure. DO YOU TAKE AFTER YOUR DAD'S RNA? (11 MINUTE READ) [10] Sperm may be more than just vessels for DNA. Scientists have detected microRNAs and other types of RNA fragments in sperm cells that respond to various environmental factors, such as stress, exercise, and mental health. There is mounting evidence that sperm may be transmitting environmental information to offspring. There are many unanswered questions that scientists are still exploring, but there is enough evidence to rebalance parental responsibility. 💻 PROGRAMMING, DESIGN & DATA SCIENCE GIVE EVERY AI AGENT A REAL IDENTITY (SPONSOR) [11] Static secrets and hard-coded credentials weren't built for AI agents that invoke tools and access data without humans in the loop. Teleport's Agentic Identity Framework treats every agent as a first-class identity — cryptographic, ephemeral, governed. A standards-based roadmap for shipping agents into production. Read the framework → [12] YOU NEED AI THAT REDUCES MAINTENANCE COSTS (7 MINUTE READ) [13] You have to manage maintenance costs if you want a productive team. AI may help teams produce code faster, but maintenance costs can build up exponentially if teams don't manage the code properly. Even if AI produces code that's just as easy to maintain as human-written code, the productivity gains don't last. Chase improvements to coding speed, but spend just as much time chasing improvements to maintenance costs as well. USING CLAUDE CODE: THE UNREASONABLE EFFECTIVENESS OF HTML (20 MINUTE READ) [14] Markdown is the dominant file format used by agents, but it is a bit restrictive. HTML can convey much richer information compared to Markdown, making it a better language for model communication. It also allows for interaction and data ingestion and makes files easier to read and share. This post provides some tips on how to get started with getting Claude to generate HTML files. 🎁 MISCELLANEOUS LEARNING ON THE SHOP FLOOR (10 MINUTE READ) [15] River is an AI agent that lives in Shopify's company Slack. It can read code, run tests, write code, open pull requests, query data, look up production traces, and a lot more. River only works in the open - it doesn't respond to direct messages. This helps employees learn from each other faster and more effectively than if they were using the agent privately. The agent's success comes from Shopify's employees watching each other interact with it. APPLE, INTEL HAVE REACHED PRELIMINARY CHIP-MAKING AGREEMENT (7 MINUTE READ) [16] Intel will start manufacturing some of the chips that power Apple devices again. It is unclear which products Intel will make chips for. Apple has long been TSMC's top customer, but soaring demand means that Apple no longer has the leverage to secure the supplies it needs. CEO Tim Cook has blamed the lack of availability of advanced chips for the company's inability to meet customer demand for iPhones. ⚡ QUICK LINKS THE EXECUTION LAYER FOR YOUR AI AGENTS. (SPONSOR) [17] Instant SSH VMs, persistent storage, and auto-HTTPS. Skip the infra setup; just ship. Spin up your next service at exe.dev. Get started. [18] AI IS BREAKING TWO VULNERABILITY CULTURES (4 MINUTE READ) [19] AI's ability to find and fix bugs is breaking the way computer security is commonly approached. WE SEE SOMETHING THAT WORKS, AND THEN WE UNDERSTAND IT (4 MINUTE READ) [20] There are many jobs where you learn first and then apply, but in research and development, you always begin with an incomplete understanding. ESCAPE FROM AGENTIC LOOP (8 MINUTE READ) [21] Some tasks you can leave to agents to work autonomously on, but work that requires taste and originality requires human involvement. BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [22] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [23]. WHAT IF THE BROWSER WAS THE SERVER? (5 MINUTE READ) [24] The average computer has become increasingly capable, so work should be done in the browser rather than being offloaded to a remote computer. GOOGLE'S NEXT-GEN RECAPTCHA SYSTEM COULD SPELL TROUBLE FOR DE-GOOGLED PHONES (3 MINUTE READ) [25] Google's next-generation reCAPTCHA system relies on Play Services for verification. BOTH FEDORA AND UBUNTU WILL GET AI SUPPORT – SOON (5 MINUTE READ) [26] The tools will be for developers, not for end users, and they will focus on models that run locally to preserve users' privacy. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=62efa134-4d15-11f1-8bc9-c578c3aa47dc&pt=campaign&t=1778494746&s=92a61cc73bfb198bb2dfde7fd96f367f478080b819e63d6059022f7ca0ed706a [4] https://workos.com/blog/writing-my-first-evals?utm_source=tldr&utm_medium=newsletter&utm_campaign=q22026 [5] https://workos.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=q22026 [6] https://workos.com/docs/authkit/cli-installer?utm_source=tldr&utm_medium=newsletter&utm_campaign=q22026 [7] https://links.tldrnewsletter.com/RsCB50 [8] https://links.tldrnewsletter.com/1T8urr [9] https://links.tldrnewsletter.com/UG6aoi [10] https://arstechnica.com/science/2026/05/do-you-take-after-your-dads-rna/?utm_source=tldrnewsletter [11] https://fandf.co/3P6l76k?utm_source=tldrnewsletter [12] https://fandf.co/3P6l76k [13] https://www.jamesshore.com/v2/blog/2026/you-need-ai-that-reduces-your-maintenance-costs?utm_source=tldrnewsletter [14] https://links.tldrnewsletter.com/WE7Zwm [15] https://links.tldrnewsletter.com/gLGfJ1 [16] https://links.tldrnewsletter.com/Jmu6Ru [17] https://fandf.co/4d99Lqm?utm_source=tldrnewsletter [18] https://fandf.co/4d99Lqm [19] https://www.jefftk.com/p/ai-is-breaking-two-vulnerability-cultures?utm_source=tldrnewsletter [20] https://lemire.me/blog/2025/12/04/we-see-something-that-works-and-then-we-understand-it/?utm_source=tldrnewsletter [21] https://www.proofofconcept.pub/p/escape-from-agentic-loop?utm_source=tldrnewsletter [22] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5?utm_source=tldrnewsletter [23] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [24] https://arthurcornil.com/blog/ship-it-to-the-user/?utm_source=tldrnewsletter [25] https://www.androidauthority.com/google-recaptcha-play-services-requirement-3664806/?utm_source=tldrnewsletter [26] https://www.theregister.com/oses/2026/05/10/both-fedora-and-ubuntu-will-get-ai-support-soon/5237409?utm_source=tldrnewsletter [27] https://refer.tldr.tech/420aa5da/ [28] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [29] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [30] https://jobs.ashbyhq.com/tldr.tech [31] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [32] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [33] https://twitter.com/tldrdan [34] https://twitter.com/SteveFlanders22 [35] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [36] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=62efa134-4d15-11f1-8bc9-c578c3aa47dc&pt=campaign&pv=4&spa=1778493646&t=1778494746&s=44b0d5561b2c3bd1def4a293348b541c4430cd93aa4b08751ce0b368cd03d9f8

The digital strategy behind NASA's Artemis II mission produced 3,270 social media posts in 10 days and turned a crewed spaceflight ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-08 REACH MILLIONS OF TECH PROFESSIONALS AT SCALE (SPONSOR) [4] Over 7 million tech professionals read TLDR including developers, product managers, marketers and executives. Get in front of your target audience with an ad placement just like this one! Learn more [4]about running a campaign. 📱 NEWS & TRENDS THE PERSONALIZED INTERNET IS HERE (5 MINUTE READ) [5] Google is rolling out a fundamentally new approach to search personalization that uses AI to build a continuous profile of each user from their search history, Gmail, calendar, Maps, and browsing behavior. Unlike previous personalization attempts that amounted to appending location signals to keyword lookups, this system sets interest flags with every search and uses them as background context for all future queries. The feature is live in Gemini and AI Mode, and is expected to eventually become the default search experience, meaning two people searching the same phrase could receive entirely different results. AS AI FLOODS THE VIDEO FEED, BE PREPARED FOR PEOPLE TO WATCH LESS (7 MINUTE READ) [6] The near-zero cost of AI-generated video is creating a supply explosion at the worst possible time, as fatigue data shows audiences are actively pulling back from platforms. Recent consumer research found that 1 in 4 people have deleted a social media app to take a break, and 62% of adults report digital burnout. Meanwhile, viewers are not losing attention capacity but exercising more selective choice, with average Facebook sessions falling from 2.7 minutes in 2013 to 54 seconds by 2025. The real constraint on video marketing was never production cost but human attention, and brands relying on volume over authenticity will struggle as audiences become more selective. 🚀 STRATEGIES & TACTICS THE CLAUDE CODE RESEARCH PLAYBOOK BEHIND MY STATE OF MARKETING REPORTS (21 MINUTE READ) [7] Claude Code works best for marketing research when you build repeatable workflows instead of relying on one-off prompts. The recommended process is to start with a single company, create reusable “skills” for each research type, store all outputs in spreadsheets, and validate one data point at a time before scaling across dozens or hundreds of companies. Claude often invents plausible-sounding data, so you need to batch test methodologies, flag unknowns instead of forcing yes or no answers, and manually review outliers before publishing insights. The workflow also relies on lightweight tools like curl, HTML artifacts, and structured prompts to reduce token waste and turn competitive research into an ongoing system instead of a manual project. HOW TO TELL IF A JOURNALIST IS A F.I.T. FOR YOUR STORY (10 MINUTE READ) [8] Targeted journalist outreach drives better PR results than mass pitching. One BuzzStream study found that smaller and more relevant outreach lists generated 17x more links. The article frames journalist fit around three checks: Format, Industry, and Timing. Review recent headlines instead of relying on bios because journalists often focus on narrow story formats like breaking news, product roundups, or data-driven features. Timing also matters because pitching the same story too soon, contacting inactive reporters, or over-emailing the same journalist can damage relationships and reduce response rates. Tracking outreach in a CRM and tailoring pitches to current coverage patterns helps you avoid wasted outreach and improve the odds of placement. PRE-RENEWAL LIFECYCLE FLOW (3 MINUTE READ) [9] The 90 days before renewal should not be treated like a normal campaign window. Start by reinforcing value at 90 days with clear ROI and shareable summaries, then expand engagement at 60 days with tailored content and broader stakeholder reach. At 30 days, shift control to CS and limit marketing to supportive touchpoints only. In the final stretch, suppress most marketing sends to avoid conflicting with renewal conversations. 🧑‍💻 RESOURCES & TOOLS AIROPS NEXT: ONE DAY. ONE STAGE. NYC. (SPONSOR) [10] AirOps [10] NEXT brings CMOs and growth leaders to NYC on May 13 for the playbooks actually working in AI search. Teams from Ramp, HelloFresh, and Anthropic share how they're running AEO at scale. One day, one stage, application-only. CLAIM YOUR SPOT [10] THIS CLAUDE SKILL AUTOMATES BRAZE CAMPAIGN REPORTS IN MINUTES (3 MINUTE READ) [11] This Claude skill was built to eliminate the repetitive, time-consuming process of pulling data and writing campaign reports, which often leads to delayed or shallow insights. It automates the full workflow and frames results around relative lift and business impact, not just raw numbers. The key outcome is better decision-making. Teams move faster, reports actually get read, and small-sample tests are less likely to be killed early because the analysis highlights real signal over volume. STATE OF SEARCH Q1 2026: BEHAVIORS, TRENDS, AND CLICKS ACROSS THE US & EUROPE (16 MINUTE READ) [12] This report analyzes how people search, browse, and engage online using large-scale clickstream data from millions of users across the US, EU, and UK. It covers platform share, AI search adoption, shifts in behavior and intent, query length changes, zero-click trends, and differences in e-commerce and content discovery across regions. Access requires an email sign-up. HOW TO CONNECT YOUTUBE TO GOOGLE MAPS (1 MINUTE READ) [13] YouTube can surface a “Featured Places” module that connects videos directly to a business's Google Maps listing, showing a Maps button alongside related content in the video description. This happens when YouTube recognizes a clear link between a video and a physical business, typically through signals like mentions of the business name and city, metadata, and connected Google accounts. For local businesses, this improves visibility across both video and local search. It also shortens the path from viewing content to taking action via Google Maps. 🎁 MISCELLANEOUS INSIDE THE ARTEMIS II SOCIAL MEDIA STRATEGY (9 MINUTE READ) [14] The digital strategy behind NASA's Artemis II mission produced 3,270 social media posts in 10 days and turned a crewed spaceflight into one of the most engaging social media moments in recent memory. A two-person team spent six years building the Artemis social presence, focusing on a balance between institutional credibility and creative content that could resonate broadly. Several of the mission's biggest viral moments were unscripted, including a crew video styled after an 80s sitcom intro that was spontaneously filmed by the astronauts. The strategy also leaned on public participation through a global contest to design the mission's zero gravity indicator, which received thousands of entries from over 50 countries. DIARY OF A BRAND: BANDIT RUNNING (12 MINUTE READ) [15] Bandit grew into a high-engagement running brand by treating community as its acquisition engine instead of relying on paid ads. It built loyalty through membership perks, run clubs, training programs, and community-first retail spaces that doubled as fulfillment hubs and gathering spots. The brand paired fashion-driven product design with performance features like hidden storage pockets, which helped it stand out in a crowded category and drive an $850 customer lifetime value from members. Bandit scaled awareness by creating media-friendly activations like the Unsponsored Project and the Grand Prix, which turned niche running culture into shareable content and press coverage. The broader lesson for marketers is that community scales when brands create shared values, give customers a place to engage, and build activations that naturally generate amplification beyond the core audience. ⚡ QUICK LINKS BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [16] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [17]. 3 JOBS IN THE AI INDUSTRY THAT SEOS ARE ALREADY QUALIFIED FOR (2 MINUTE READ) [18] SEOs are uniquely qualified to be Skills MD Optimizers, Eval Managers, or Knowledge Managers. HOW TO FILM LOTS O' CONTENT IN 1 DAY (2 MINUTE VIDEO) [19] How Slate plans its “content blitz” days to film 13 pieces of content in 8 hours. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=57410d7c-4a91-11f1-a420-4788ac933664&pt=campaign&t=1778239574&s=15b9fb53ba7a42d5008be86fb02eab71c42f875c9ca9afd13d4b7e986256380e [4] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary05082026 [5] https://www.productledseo.com/p/the-personalized-internet-is-here?utm_source=tldrmarketing [6] https://links.tldrnewsletter.com/UtFXad [7] https://newsletter.mkt1.co/p/state-of-marketing-report-part-3-how-to-research-in-claude-code?utm_source=tldrmarketing [8] https://www.buzzstream.com/blog/journalist-fit/?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/jacalynbeales_lifecyclemarketing-b2bmarketing-b2blifecycle-share-7457410223855628288-rssi?utm_source=tldrmarketing [10] https://nextconf.airops.com?utm_source=tldr&utm_medium=paid-newsletter&utm_campaign=NA_en_Conference_AirOps-NEXT-Conf-May-13-2026 [11] https://lifecycle-leaders.hightouch.com/p/this-claude-skill-automates-braze-campaign-reports-in-minutes?utm_source=tldrmarketing [12] https://datos.live/report/state-of-search-q1-2026/?utm_source=tldrmarketing [13] https://www.linkedin.com/posts/darrenshawwhitespark_heres-a-cool-trick-that-connects-youtube-share-7457807758076039168-8K5n?utm_source=tldrmarketing [14] https://www.milkkarten.net/p/the-artemis-ii-social-media-strategy?utm_source=tldrmarketing [15] https://embeddedbrandstrategy.substack.com/p/diary-of-a-brand-bandit-running?utm_source=tldrmarketing [16] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5?utm_source=tldrmarketing [17] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [18] https://www.linkedin.com/posts/danielhinckley_seo-ai-tip-the-skills-seos-have-spent-share-7457770355823136768-ghWL?utm_source=tldrmarketing [19] https://www.linkedin.com/posts/carmen-vicente_need-lots-of-social-content-but-work-on-a-ugcPost-7457812585158180864-rlfD?utm_source=tldrmarketing [20] https://refer.tldr.tech/eb173905/5 [21] https://hub.sparklp.co/sub_dde87fb1813a/5 [22] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://www.linkedin.com/in/alikoh/ [27] https://www.linkedin.com/in/maddisalmon/ [28] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=57410d7c-4a91-11f1-a420-4788ac933664&pt=campaign&pv=4&spa=1778238060&t=1778239574&s=88b685be2023d4590144af29c61613a42ced7c55ae6c6c7e29f432b1b310c700

Apple is in the late stages of developing new AirPods with built-in cameras. The prototypes feature a near-final design and capabilities ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Dataiku] [4] TLDR 2026-05-08 WHAT ENTERPRISE AI GOVERNANCE REQUIRES NOW (SPONSOR) [4] Leading organizations like Beinex, European Air Transport (DHL Aviation), and OHRA are already embedding governance directly [4] into how AI systems are built, deployed, and monitored across analytics, models, and agents. Learn how to operationalize AI governance [4] without slowing delivery across the full lifecycle — from design to deployment and ongoing oversight. Download the AI regulatory readiness playbook here [4]. 📱 BIG TECH & STARTUPS APPLE'S CAMERA-EQUIPPED AIRPODS REACH LATE TESTING IN AI DEVICE PUSH (6 MINUTE READ) [5] Apple is in the late stages of developing new AirPods with built-in cameras. The prototypes feature a near-final design and capabilities. The device will be Apple's first foray into AI-enhanced hardware. While the hardware is nearly ready, there are still concerns about the AI elements, which could further hold back a launch if the quality of the visual intelligence features isn't good enough. GOOGLE UNVEILS SCREENLESS FITBIT AIR AND GOOGLE HEALTH APP TO REPLACE FITBIT (4 MINUTE READ) [6] Google's newest Fitbit Air has a screen. It contains a suite of health sensors that pipe data into the new Google Health app, which has an AI-powered health coach that can tell users what that data means. The device is a small plastic puck that fits into various bands. There will be plenty of colors and style options available. Pictures of the devices and bands and screenshots of the new Google Health app are available in the article. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WHAT THE HELL IS HAPPENING IN CHINA? (8 MINUTE READ) [7] China has several early-stage biotechs with over 10 development candidates. It is much easier to develop drugs in China. Chinese biotechs lacked access to later-stage development resources in the past, so they have always leaned toward a breadth-first strategy. This has resulted in an industry with heavy competition that will likely surpass its Western rivals within the next few years. THE AI REVIVAL OF THE THREE MILE ISLAND NUCLEAR PLANT (22 MINUTE READ) [8] The buildout of AI infrastructure in the US has transformed the country's energy needs. A new crop of companies has developed nuclear reactor designs that they claim to be cheaper, safer, and easier to build than the ones currently in operation. However, it will take many years before these technologies will meaningfully contribute to the US energy supply. This means that the country will have to rely on much older technology until the new plants come online. 💻 PROGRAMMING, DESIGN & DATA SCIENCE CAN CLAUDE FIND A CRITICAL DECISION BURIED IN 100,000 SLACK MESSAGES? (SPONSOR) [9] RAG benchmarks use Wikipedia, research papers, and news articles. Your company's knowledge is scattered across your KB, Slack channels, and docs. That's why this realistic enterprise RAG benchmark [10] tests 12 AI tools against 500 questions and 500k docs across 9 company sources. Onyx is the only system that beats OpenClaw. Check out the benchmark on GitHub [10] BEHIND THE SCENES HARDENING FIREFOX WITH CLAUDE MYTHOS PREVIEW (16 MINUTE READ) [11] Mozilla recently announced that it had identified and fixed an unprecedented number of latent security bugs in Firefox with the help of Claude Mythos Preview and other AI models. This post goes into detail about how the team approached this work, what it found, and advice for other projects on using emerging capabilities to harden against attacks. Many of the bugs discovered would need to be combined with other exploits to achieve a full-chain compromise. OPENAI LAUNCHES NEW REALTIME VOICE AND TRANSLATION AI MODELS (2 MINUTE READ) [12] OpenAI's API now supports live voice agents, instant translation, and streaming transcription. Its new GPT-Realtime-2 model offers GPT-5-class reasoning for spoken conversations. GPT-Realtime-Translate, designed for live multilingual voice products, supports speech input in over 70 languages and output in 13 languages. GPT-Realtime-Whisper can transcribe audio as people speak, making it ideal for live captions, meeting notes, and other situations where speech needs to be converted into structured text during the conversation. 🎁 MISCELLANEOUS CLOUDFLARE TO SLASH 1,100 JOBS DUE TO AI-DRIVEN RESTRUCTURING PLAN (3 MINUTE READ) [13] Cloudflare plans to slash 1,100 jobs as part of a restructuring plan that it claims will define how a world-class, high-growth company operates and creates value in an agentic AI era. The company says it will become even faster and more innovative by embracing an agentic AI-first operating model. The layoffs are expected to be substantially complete by the end of the third quarter. Cloudflare expects to incur charges between $140 million and $150 million for the layoffs. ELON MUSK TRIED TO HIRE OPENAI FOUNDERS TO START AI UNIT INSIDE TESLA (4 MINUTE READ) [14] OpenAI claims that Elon Musk was always happy to commercialize the lab as long as he remained in charge. Musk had tried to hire OpenAI's founding team to lead a new AI lab within Tesla in 2018. The deal would have brought Sam Altman, Greg Brockman, and Ilya Sutskever to the company, with Altman becoming a board member or OpenAI becoming a Tesla subsidiary. The claim contradicts Musk's accusations of Altman stealing the charity by converting the company into a for-profit. ⚡ QUICK LINKS TRACKING AI SEAT USAGE ≠ TRACKING AI VALUE (SPONSOR) [15] Two new Allstacks reports give engineering leaders the framework to prove AI ROI through productivity, quality, and business outcomes. DOWNLOAD THE 4 STANDARDS. [15] AI LOAD BREAKS GITHUB – WHY NOT OTHER VENDORS? (15 MINUTE READ) [16] The fact that Microsoft's competitors seem to be keeping up with increased load due to AI suggests that the company has not been responding to its growth like a world-class engineering organization. CODEX NOW WORKS DIRECTLY IN CHROME ON MACOS AND WINDOWS (3 MINUTE READ) [17] The agent can work in parallel across tabs in the background without taking over the browser. THE AGENT PRINCIPAL-AGENT PROBLEM (7 MINUTE READ) [18] 'Contributors' submitting slop PRs is an unmanageable disaster - reviewers could be more productive by prompting agents themselves. REACH 7 MILLION TECH PROFESSIONALS (SPONSOR) [19] Ads on social feeds get scrolled past. Get your brand in front of TLDR newsletter readers, where tech professionals actually pay attention. Learn more about advertising opportunities. [19] TOKENMAXXING, PROMOMAXXING, AND MISALIGNED INCENTIVES IN TECH (8 MINUTE READ) [20] When a measure becomes a target, it ceases to be a good measure. MARKETS IN EVERYTHING? (6 MINUTE READ) [21] Properly implemented and regulated, markets are the best fundamental arrangement of society for maximizing human flourishing. MATT MULLENWEG ASSEMBLES TRUSTED GROUP TO OVERHAUL WORDPRESS.ORG AND FIVE FOR THE FUTURE (9 MINUTE READ) [22] Matt Mullenweg has given a small group of trusted contributors the authority to overhaul WordPress.org without approval from any team, committee, or stakeholder other than himself. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. 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Major AI companies are rapidly increasing spending on linear TV ads. Some are close to matching or surpassing their 2025 totals in just a few months ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-05-07 BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [4] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [4]. 📱 NEWS & TRENDS AI BRANDS ARE PUMPING AD DOLLARS INTO LINEAR TV (3 MINUTE READ) [5] Major AI companies like OpenAI, Anthropic, and Meta are rapidly increasing spending on linear TV ads. Some are close to matching or surpassing their 2025 totals in just a few months. The goal is to shape public perception and drive AI adoption. Consumer sentiment is mixed and trust in AI remains low. Big campaigns, including Super Bowl spots, position AI as useful and accessible. Trust building is becoming a central competitive focus. THE BALANCE OF POWER IN INFLUENCER MARKETING IS SHIFTING (4 MINUTE READ) [6] Spending on boosting influencer posts is on track to overtake what brands pay creators for sponsored content by 2028. The trend is driven by shrinking organic reach on major platforms, which has made paid promotion essential for extracting ROI from influencer campaigns. Some agencies now operate on a performance model where brands promote creator content and track downstream actions like customer acquisition costs. Creators still hold leverage as the source of content brands need to amplify, but the economics increasingly favor those who can demonstrate consistent organic engagement. 🚀 STRATEGIES & TACTICS IMPLEMENT “AGE VS. SERP” INTO YOUR CONTENT PROCESS (1 MINUTE READ) [7] Content freshness in SEO is relative, not absolute. Google compares a page's age to competing results rather than its publish date. Older pages can rank as fresh if rivals are older, while newer pages can be seen as stale if competitors are more recent. Track the last updated age of the top results for key queries and compare it to your own pages. When you fall behind the SERP median, make substantial updates like rewrites, new data, or intent shifts, not minor edits. YOUR EMAIL A/B TEST WINNER MIGHT BE LYING (6 MINUTE READ) [8] Email A/B tests are often interpreted too narrowly, with marketers rolling out "winners" based on a single metric without examining what happened further down the funnel. One example showed a "winning" subject line with higher click-through rates actually produced lower conversion rates, lower average order values, and less revenue per recipient than the losing version. Test results are shaped by timing, audience composition, inbox conditions, and competing messages, making them unreliable as a permanent strategic direction. The recommended shift is to use testing as a learning system focused on behavioral patterns rather than isolated wins. TARGET'S DIGITAL CHIEF BREAKS DOWN THE RETAILER'S CREATOR OVERHAUL (3 MINUTE READ) [9] Target is overhauling its creator strategy after winding down its 2023 affiliate program, replacing it with two distinct offerings. Club Target is a gamified platform for smaller creators with as few as 500 followers, rewarding them for completing weekly challenges on TikTok and Instagram. It already has around 8,000 participants after its pilot. Target Ambassadors is an invite-only program for established influencers with tiered commissions and campaign opportunities. 🧑‍💻 RESOURCES & TOOLS WHO IS YOUR WEBSITE REALLY FOR? (SPONSOR) [10] If AI handles discovery and research for buyers, your site needs to work for retrieval bots, not just humans. Scrunch reveals how AI agents experience your site—what gets surfaced, ignored, and why. Get a FREE AI SITE AUDIT [11] to find content gaps and technical blockers. SEE HOW AI READS MY SITE → [11] HOW TO IMPLEMENT WEBMCP: A BREAKDOWN OF GOOGLE'S LIVE DEMO (3 MINUTE READ) [12] WebMCP lets you expose structured site actions directly to AI agents, which creates a new surface for discovery and conversion. Google's demo shows that implementation relies on defining clear “tools” such as search and filtering, each with strict inputSchema and outputSchema that control what an agent can request and return. This structure turns site functionality into machine-readable actions, which makes it easier for AI systems to interact with and recommend your offerings. Registering these tools through navigator.modelContext is the key step that makes them callable, which effectively opens your site to agent-driven experiences. You can use this to shape how AI agents surface products, control outputs, and guide user journeys through predefined actions instead of relying on traditional page crawling. YOUR MANAGED WORDPRESS MIGHT BE BLOCKING AI BOTS AND YOU CAN'T SEE IT (10 MINUTE READ) [13] Some managed WordPress hosts may be silently blocking AI crawlers at the platform level, preventing sites from appearing in AI-generated search results. An investigation into one site hosted on WP Engine found that bots like ClaudeBot and GPTBot were receiving 429 rate-limit responses on cache-miss requests, while browser and Googlebot requests passed through normally. The block operates below both customer Cloudflare dashboards and WordPress security plugins, making it invisible to standard SEO audits. 🎁 MISCELLANEOUS LINKEDIN IS QUIETLY KILLING VIDEO REACH, AND THE DATA PROVES IT (5 MINUTE READ) [14] LinkedIn is pushing short-form video, but performance is dropping. Video views are down 36% year-over-year while engagement per post is only up 7%. At the same time, overall reach has fallen sharply, especially for company pages, as organic visibility shrinks and personal profiles dominate the feed. The 360Brew ranking system prioritizes dwell time and depth of engagement, which favors documents and carousels over video. Despite platform messaging, video is becoming less efficient while text and carousel formats consistently outperform. META WILL USE AI TO ANALYZE HEIGHT AND BONE STRUCTURE TO IDENTIFY IF USERS ARE UNDERAGE (2 MINUTE READ) [15] Meta is expanding AI systems to detect underage users on Facebook and Instagram by analyzing photos, videos, and profile activity for cues like height, bone structure, captions, and interactions. The goal is to estimate age, not identify individuals. Accounts flagged as under 13 may be deactivated until age verification is completed. The system is already live in select regions and will expand globally alongside stricter Teen Accounts with added safety controls for younger users. ⚡ QUICK LINKS ONE BRIEF, TWO GENERATIONS: BRANDS ARE LETTING THE MILLENNIAL VS GEN Z TREND DO THE WORK (2 MINUTE READ) [16] Millennials still lean on structure and carefully explained benefits, while Gen Z has little patience for that. CLAUDEAI PROMPTS FOR JOB APPS (1 MINUTE READ) [17] 5 Claude prompts to help with job applications. 3 COMMON MISTAKES WITH TOFU (1 MINUTE READ) [18] Founders either overdo personal content and lack positioning, make it too generic to stand out, or avoid it and lose the reach that drives their funnel. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=7dba75ba-49d8-11f1-b6c5-c9341db3c4c8&pt=campaign&t=1778152692&s=8536588273a2047c5f8d7ddb2745619a898168fc8bb5aef7dd15b0f83d45dd9b [4] https://jobs.ashbyhq.com/tldr.tech/9a1d9022-357b-4774-86b2-468e8b3665c5 [5] https://www.marketingbrew.com/stories/2026/05/04/ai-brands-linear-tv-ad-spend?utm_source=tldrmarketing [6] https://www.businessinsider.com/balance-of-power-in-influencer-marketing-shifts-toward-platforms-2026-5?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/markseo_seo-share-7457380364391620608-qoL3?utm_source=tldrmarketing [8] https://martech.org/your-email-a-b-test-winner-might-be-lying-and-its-costing-you/?utm_source=tldrmarketing [9] https://www.marketingdive.com/news/targets-digital-chief-breaks-down-the-retailers-creator-overhaul/819368/?utm_source=tldrmarketing [10] https://scrunch.com/tldr?utm_source=tldrmarketing [11] https://scrunch.com/tldr [12] https://nectivdigital.com/blog/how-to-implement-webmcp-a-real-world-example?utm_source=tldrmarketing [13] https://searchengineland.com/managed-wordpress-blocking-ai-bots-476510?utm_source=tldrmarketing [14] https://www.thestateofbrand.com/news/Linkedin-killing-video-reach?utm_source=tldrmarketing [15] https://techcrunch.com/2026/05/05/meta-will-use-ai-to-analyze-height-and-bone-structure-to-identify-if-users-are-underage/?utm_source=tldrmarketing [16] https://www.socialsamosa.com/topical-spot/brands-letting-millennial-vs-gen-z-trend-do-the-work-11805939?utm_source=tldrmarketing [17] https://docs.google.com/document/d/1AIxQvpvsIic_wtu-C4DeEImO0kHCGl66qRLl_KXZSiM/edit?tab=t.0#heading=h.bjhuu5qfvgd8&utm_source=tldrmarketing [18] https://www.linkedin.com/posts/rachel-rappaport_personal-content-consistently-gets-the-highest-share-7457426390901133312-oehn?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=7dba75ba-49d8-11f1-b6c5-c9341db3c4c8&pt=campaign&pv=4&spa=1778151674&t=1778152692&s=d65dcc8982ef82f106d2841e93c56302110aa593fefe269bb590c195a984cb23

SpaceX has agreed to provide Anthropic access to its Colossus 1 data center in Memphis, Tennessee. The plant has more than 300 megawatts of power ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-05-07 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS SPACEXAI SIGNS AGREEMENT WITH ANTHROPIC FOR MASSIVE AI SUPERCOMPUTER ACCESS (3 MINUTE READ) [9] SpaceX has agreed to provide Anthropic access to its Colossus 1 data center in Memphis, Tennessee. The plant has more than 300 megawatts of power and over 220,000 Nvidia GPUs - Anthropic has access to all of the compute. Anthropic is doubling Claude Code's 5-hour rate limits for Pro, Max, and Team plans, removing the peak hours limit reduction on Claude Code and Max plans, and substantially raising its API limits for Opus models. GOOGLE SEARCH AI MODE GETS 'EXPERT ADVICE' FROM REDDIT AND SOCIAL MEDIA (2 MINUTE READ) [10] Google is adding an extra section into its search results labeled 'Expert Advice' or 'Community Perspectives' (depending on the query and response) that will include snippets of wisdom with references to the source. It is also adding a 'Further Exploration' section to AI results and making links easier to see in AI responses. Hovering a link on the desktop version of Google Search will now show a preview of the website. The improvements in link visibility and helpfulness are aimed at helping users connect directly with sources and creators. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SPACEX IS STARTING TO MOVE ON FROM THE WORLD'S MOST SUCCESSFUL ROCKET (5 MINUTE READ) [11] SpaceX conducted 165 launches with the Falcon 9 rocket last year. It plans up to around 145 Falcon launches this year. SpaceX is transitioning its sites to launch Starships. The Falcon 9 will still remain operational at least as long as the International Space Station, which is unlikely to retire before 2032. SpaceX will put Starship to work as soon as possible to launch upgraded Starlink Internet satellites. HUMANOID ROBOTS TO DRIVE NEXT LEG OF CHINA EXPORT DOMINANCE (3 MINUTE READ) [12] China's early lead in humanoid robots will help power its next phase of global manufacturing and export dominance. The nation's share of global manufacturing is estimated to expand to 16.5% by 2030 from 15% today. Chinese tech parks, factories, and universities are already deploying humanoid robots, and government procurement is kicking in, paving the way for broader adoption. American firms like Tesla have invested heavily into the humanoid robot race, but Chinese firms have been quicker to roll out models using the local market as a testing ground. 💻 PROGRAMMING, DESIGN & DATA SCIENCE BE TLDR'S FIRST VP MARKETING ($300K-$400K, FULLY REMOTE) [13] TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [14]. DESIGN FROM THE INSIDE (5 MINUTE READ) [15] Engineers at high-growth startups can build so fast and independently that trying to map out the product area is a lost cause. Architects design buildings from the outside using floor plans and schematics to paint a perfect picture of reality. Engineers have to design from the inside out and make small changes to product surfaces that incrementally reveal improvements. This means creating tight links between design environments and the real product, collapsing feedback loops, and shipping. SALVATORE SANFILIPPO SUBMITTED A PR ADDING A NEW DATA TYPE - ARRAYS - TO REDIS. (1 MINUTE READ) [16] Redis has been missing a real indexed data structure for situations where the index and the spatial relationship of elements are semantic. Arrays handle index-first requirements natively, and usually with much better memory and CPU usage than the workarounds. They also often provide much better space, time, and usability at the same time. This article links to an interactive playground for trying out the new commands in the recently submitted PR for Arrays in Redis. 🎁 MISCELLANEOUS ANTHROPIC'S CEO SAYS IT COULD GROW BY 80 TIMES THIS YEAR (3 MINUTE READ) [17] Anthropic has reached a growth rate that could make it 80 times as big this year. The company's annual revenue run rate surpassed $30 billion last month. Anthropic's overwhelming rate of growth has increased the company's need for computing power. It has signed a series of deals with industry giants to obtain the required computing power. OPEN WEIGHTS ARE QUIETLY CLOSING UP - AND THAT'S A PROBLEM (7 MINUTE READ) [18] Open weights models allow anyone to run the model on their own hardware. This allows model use to be private, flexible, and low-cost. Many companies will run open weight models at significantly less cost than the cost of frontier models per token, and the performance gap isn't that big. However, the increasing costs of training mean that more and more models are being released under tighter license conditions. The competitive open weights ecosystem may soon be at an end, and this has enormous implications for the wider economy. ⚡ QUICK LINKS SPACEX IPO GIVES MUSK UNCHECKED POWER AND FORBIDS INVESTOR LAWSUITS (3 MINUTE READ) [19] Shareholders will be prohibited from bringing class actions against SpaceX, its directors, officers, controlling shareholders, or bankers tied to the IPO, and Musk will have the power to elect, remove, or fill any vacancy on the board of directors. BRAIN OPTIMIZES FOR BITS PER ATP (3 MINUTE READ) [20] Consuming energy and producing ATP is hard, so brains try to maximize information retrieval and computing using the least amount of energy possible. GOOGLE'S PROMPT API (7 MINUTE READ) [21] Google's Prompt API is a web standard that requires users to agree with Google's 'prohibited use policy' to use the only model available to it. MOST WIDELY DEPLOYED AND USED DATABASE ENGINE (2 MINUTE READ) [22] SQLite is likely used more than all other database engines combined. THE WRAPPER AND THE CODE (12 MINUTE READ) [23] Apple denied approval of Replit's updates as its app previewed generated apps inside the iOS client, which meant that the reviewed Replit binary effectively contained an unbounded number of unreviewed apps. THE PATIENT CAPITAL OF RECOGNIZING PEOPLE (9 MINUTE READ) [24] The reward for being early on a person is invisible, but the returns for doing it are absurd. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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ChatGPT is moving from a limited ads pilot to a scalable platform by adding self-serve buying, CPC pricing, and better measurement ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wistia] [4] TLDR MARKETING 2026-05-06 WHAT HAPPENED WHEN WISTIA ANALYZED 13M+ VIDEOS FROM 1,000+ MARKETERS (SPONSOR) [4] They found: * How top brands like, Webflow, HubSpot, and Storyblocks are adapting to tighter budgets, shifting distribution habits, and making every video work harder * How to allocate resources and leverage AI to maximize your marketing ROI * The fastest-growing distribution channels in 2026 Get all of Wistia's insights in their 6th annual 2026 State of Video Report [4]. It answers questions like, “what is a good play rate” and “where should you publish your videos” so you can make smarter decisions with confidence. Based on 13M+ videos from 1K+ top marketers and video teams, this guide gives you a consistent framework to allocate resources efficiently. Get your free copy [4] 📱 NEWS & TRENDS THE CONTENT DISTRIBUTION SHAM (8 MINUTE READ) [5] B2B content distribution operates as a multi-layer arbitrage system where publishers, PR agencies, and syndication vendors take hidden margins while obscuring performance. Paid placements often appear as earned media, while programmatic channels flood campaigns with bot traffic and low quality inventory that inflate leads but lack real intent. Metrics reward volume, not outcomes, so dashboards show growth while pipelines lag. The issue is structural, driven by weak disclosure and poor measurement, and favors owned media, stricter audits, and outcome-based evaluation. OFF-SITE IS THE NEW MOAT (22 MINUTE READ) [6] Google AI Overviews appear in 84% of B2B queries and often surface third-party content instead of vendor pages. Reddit and YouTube together account for more AI citations than all other external sources combined, while 51% of Google AI Overview citations come from off-site platforms. Across engines, visibility is increasingly driven by presence on external communities, video platforms, and review sites rather than owned websites. An email is required to download the report. 🚀 STRATEGIES & TACTICS SUGGEST PRACTICAL ITEMS TO REDUCE CART ABANDONMENT (3 MINUTE READ) [7] Recommend practical items based on cart composition to reduce abandonment and increase conversions. Carts heavy on indulgent items drive higher drop-off since guilt rises, and abandonment increases by 8.3% to 17.3% as the ratio of pleasurable items grows. Add 1 to 2 functional items through product page or cart recommendations to rebalance perceived utility and lower friction at checkout. Practical recommendations cut abandonment by up to 21% and reduce shopper guilt by 14.2%, while pushing more indulgent items has the opposite effect. Align cross-sell logic to mix utility into fun heavy carts instead of promoting similar products. BEFORE YOU ADD ANOTHER VIDEO TO YOUR GOOGLE BUSINESS PROFILE, READ THIS FIRST (1 MINUTE READ) [8] Make videos more effective on your Google Business Profile by first uploading it to Instagram or TikTok, adding captions, and then downloading it. This produces a captioned version of the video that provides context because videos on Google Maps don't play audio by default, stands out because moving text is more eye-catching, and helps Google's AI understand your video. WHY DON'T EMAIL SUBSCRIBERS CLICK? (7 MINUTE READ) [9] A re-engagement trigger change revealed that many engaged subscribers never click, making click rate a weak signal of engagement. Clicks are often lost or suppressed due to email clipping, AI inbox summaries, and corporate security filters. Many readers also consume content without clicking because emails contain too many links or already satisfy intent in the inbox. The result is that engagement often happens without measurable clicks. Reduce unnecessary links and design emails that deliver value on their own. Measure performance using replies, conversions, and pipeline impact instead of click activity. 🧑‍💻 RESOURCES & TOOLS CAN MACHINES MAKE MARKETERS MORE HUMAN? (SPONSOR) [10] Most CMOs say AI is a top priority, but few act like it is. Contentful & Atlantic's new report [10] lays out what the teams truly benefitting from AI are doing differently. Learn how leading teams are actually putting AI to work and get a budget prioritization framework to guide your investment decisions. Read the report [10] NEW WAYS TO BUY CHATGPT ADS (3 MINUTE READ) [11] ChatGPT is moving from a limited ads pilot to a scalable platform by adding self-serve buying, CPC pricing, and better measurement. Advertisers can now run campaigns through partners or a US beta Ads Manager that handles budgets, bids, and performance in one place. New tools like Conversions API and pixel tracking connect ad exposure to outcomes like purchases or sign-ups while only sharing aggregated data. AI SKILLS CONF (EVENT) [12] This free virtual event on May 14 runs for five hours across multiple time zones. It features over 20 speakers from Google, Meta, AWS, Spotify, SAP, and DoorDash. Topics include AI workflows, agent building, and real business use cases. Attendees get copyable prompts, frameworks, and trend insights. META ADS AI CONNECTORS AND CLAUDE: SETUP, USES, AND RISKS (5 MINUTE READ) [13] Meta's new AI Connectors allow advertisers to manage campaigns directly through Claude, ChatGPT, and Perplexity using Meta's ads MCP server, with 29 tools currently available for tasks ranging from performance reporting to campaign creation. Use cases include pulling granular performance data with natural language queries, surfacing anomalies like CPM spikes or frequency creep, and running account-wide error sweeps in a single prompt. All campaigns created through the connector launch in a paused state by default. However, the rollout comes just two months after advertisers reported unexplained account shutdowns tied to unapproved AI integrations, and the connector inherits full access to every ad account linked to a user's business portfolio. 🎁 MISCELLANEOUS BRANDS NEED TO PUMP UP THE VOLUME WITH CREATORS. BUT THERE'S A CATCH (4 MINUTE READ) [14] Brands are being urged to scale their creator advertising output, but research covering 1.4M ads across 105 countries suggests that doing so without enforcing brand fundamentals may waste budget. The study found that creator content featured brand logos at roughly half the rate of brand-produced ads and used correct brand colors significantly less often, contributing to weaker recall performance. This matters more now that creator work is migrating from organic posts into paid media, where it competes directly with traditional ad spend for budget justification. BUILD AGENT-FRIENDLY WEBSITES (2 MINUTE READ) [15] Google has outlined how websites should be optimized for AI agents, reflecting a move toward agent-driven browsing. Agents interpret pages using screenshots, accessibility trees, and semantic HTML, combining visual and structural signals to decide actions. Sites should use stable layouts, clear visual hierarchy, and actionable elements like `button` and `a` tags instead of generic divs. Google also notes that cursor pointer styling helps signal interactivity, while shifting UI elements can confuse agents during navigation. ⚡ QUICK LINKS REWARDING ORIGINAL CREATORS ON INSTAGRAM (3 MINUTE READ) [16] Instagram will stop recommending accounts that don't post original content. QUERY INTENT VS. CONVERSION INTENT: WHY THE DIFFERENCE MATTERS (6 MINUTE READ) [17] Query intent describes what is said, while conversion intent reflects what the human needs to accomplish. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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Apple will allow users to select from multiple third-party AI providers to power features. The change will be implemented this fall ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Dataiku] [4] TLDR 2026-05-06 THESE 5 AI CONFESSIONS FROM 900 GLOBAL CEOS WILL SURPRISE YOU (SPONSOR) [4] Talk about a reality check. 80% of CEOs [4] say their role is at risk if they fail to deliver results by the end of 2026. That's what Dataiku/Harris Poll found when they surveyed 900 CEOs worldwide on AI risk, control, and accountability. Read the global AI confessions report: CEO edition 2026 [4] to learn why: * 65% worry more about over-investing in AI versus under-investing & falling behind competitors. * 57% believe insufficient AI explainability could trigger customer trust or brand credibility crisis. * 70% say they as CEO have the greatest influence on their company's AI strategy. Be the first to access the report. [4] 📱 BIG TECH & STARTUPS APPLE TO LET USERS CHOOSE RIVAL AI MODELS ACROSS ITS IOS 27 FEATURES (5 MINUTE READ) [5] Apple will allow users to select from multiple third-party AI providers to power features across its software. The change will be implemented in iOS 27, iPadOS 27, and macOS 27 this fall. Apple is looking to make it easy for customers to find a wide range of options on its devices rather than building the best AI software or services. The shift will give users more flexibility and benefit partners like Google and Anthropic. OPENAI FAST-TRACKING AI PHONE FOR 2027 LAUNCH (3 MINUTE READ) [6] OpenAI plans to start mass production of its 'AI agent phone' as early as the first half of next year. The device will feature an image signal processor that improves real-world sensing and two AI processors for handling different tasks. The company is also reportedly developing smart glasses, a smart lamp, and potentially earbuds. The device lineup puts OpenAI in direct hardware competition against several Apple product lines. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BLUE ORIGIN MOON LANDER COMPLETES TESTING AT NASA VACUUM CHAMBER (3 MINUTE READ) [7] Endurance is an uncrewed lander funded by Blue Origin to advance Human Landing System capabilities in support of NASA's Artemis program. It will demonstrate precision landing, cryogenic propulsion, and autonomous guidance, navigation, and control capabilities in support of future lunar surface operations. Endurance will carry two NASA science and technology payloads under the Commercial Lunar Payload Services initiative to the lunar South Pole region this year. It was developed under a public-private partnership model, with Blue Origin conducting work through a reimbursable Space Act Agreement. I'M SCARED ABOUT BIOLOGICAL COMPUTING (3 MINUTE READ) [8] A few months ago, a company released a video showing how it grew neurons in a lab and got them to play DOOM. The scientists fed visual data to the neurons, which reacted to that data in some way to play the game. This could mean that the company built a human biocomputer and then put it into a simulated hell, playing the same game on a loop. While it was 'just a science experiment', the biocomputer had more neurons than a jellyfish or a worm. There's a large commercial incentive to continue developing the technology, but the ethical implications are still unclear. 💻 PROGRAMMING, DESIGN & DATA SCIENCE NO MORE CRM DRUDGERY: TRIGGER ANY WORKFLOW WITH A SENTENCE IN LIGHTFIELD (SPONSOR) [9] Lightfield is an AI-native CRM. With Skills, you define any workflow once - call prep, deal scoring, account research - and trigger it with a sentence. The AI agent executes against your full data graph with code execution, web search, and file I/O. Join 2,500+ startups and experience Lightfield [9]. Use code TLDRTS53 for 3 free months [9]. CLAUDE CODE IS NOT MAKING YOUR PRODUCT BETTER (12 MINUTE READ) [10] At the frontier, it's not clear that spending on tokens produces any economic value at all. The bottleneck at that level is tastemakers. The taste to delete, compress, and refuse is more valuable now that the floor is rising. AI makes it possible for anyone to create generic products, but it won't help the highest-level artisans create better products. HOW TO WORK AND COMPOUND WITH AI (13 MINUTE READ) [11] Provide good context, encode your taste as config, make verification easy, delegate bigger tasks, and close the loop. Every finished artifact becomes context for the next session, and each correction updates a config that reduces future errors. These practices aren't specific to AI - it's how you onboard and work with any new collaborator. 🎁 MISCELLANEOUS THIS IS AN EMAIL I SENT EARLIER TODAY TO ALL EMPLOYEES AT COINBASE (6 MINUTE READ) [12] Coinbase is firing around 14% of its employees. While the company is well capitalized, has diversified revenue streams, and is well-positioned to weather any storm, the business is still volatile from quarter to quarter. The market is currently down, so the company needs to adjust its cost structure. The downsizing will allow Coinbase to emerge from this period leaner, faster, and more efficient for its next phase of growth. COGNITIVE SURRENDER (15 MINUTE READ) [13] Cognitive surrender is when AI output quietly becomes your output and you feel there is nothing left to check. Cognitive offloading is delegating to AI but still owning the answer. Most software engineers move between the two, but they cross the line without noticing. They are borrowing the AI's confidence and treating it as their own. ⚡ QUICK LINKS JOIN US FOR WINDOWS SERVER SUMMIT 2026, MAY 11-13 (SPONSOR) [14] Real-world architecture guidance. Scenario-based deep dives. Actionable insights. Learn from product leaders as they share the latest Windows Server 2025 innovations. Learn more & save the date. [15] OPENAI LAUNCHES GPT-5.5 INSTANT AS NEW CHATGPT DEFAULT (2 MINUTE READ) [16] The new Instant model is designed to produce clearer, shorter, and more accurate answers than previous models. PROGRAMMING IN 2026: EXCITEMENT, DREAD, AND THE COMING WAVE (22 MINUTE READ) [17] A big part of software engineering is now communicating with an alien technology we don't - and can't - fully understand. DESIGNING THE AI-NATIVE ENGINEERING ORGANIZATION (12 MINUTE READ) [18] This post contains a lightly edited excerpt from a panel discussion on how companies like Microsoft, 1Password, and Atlassian are adapting to the impact AI is having now and in the future. BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK) [19] TLDR is looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Our curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [20]. WHEN EVERYONE HAS AI AND THE COMPANY STILL LEARNS NOTHING (9 MINUTE READ) [21] Access to frontier intelligence can be rented, but operational control and organizational learning can not. AMAZON'S DURABILITY (21 MINUTE READ) [22] Amazon consistently makes real-world investments at a massive scale that convert its marginal costs into capital costs, and then gains leverage on those capital costs by selling them to other businesses. MIAMI STARTUP SUBQUADRATIC CLAIMS 1,000X AI EFFICIENCY GAIN WITH SUBQ MODEL; RESEARCHERS DEMAND INDEPENDENT PROOF (15 MINUTE READ) [23] Subquadratic claims its first model reduces attention compute by almost 1,000 times compared to other frontier models due to its fully subquadratic architecture, where compute grows linearly with context length. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. 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Image AI models are now the main driver of AI app growth. They generate about 6.5X more downloads than traditional model upgrades ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Contentful] [4] TLDR MARKETING 2026-05-05 THE CMOS WINNING AT AI AREN'T REPLACING MARKETERS— THEY'RE MAKING THEM MORE HUMAN (SPONSOR) [4] EVERYONE SAYS AI IS A PRIORITY. NOT EVERYONE ACTS LIKE IT IS. ATLANTIC AND CONTENTFUL'S LATEST REPORT [4] CONTAINS INSIGHT FROM 425 MARKETING LEADERS — INCLUDING 103 CMOS — ON WHERE AI INVESTMENTS ARE ACTUALLY GOING, AND WHO'S GETTING RESULTS. 👀 READ IT TO SEE WHO'S LAUNCHING FASTER CAMPAIGNS, PERSONALIZING AT SCALE, AND MAXIMIZING ROI — AND WHAT THEY'RE DOING DIFFERENTLY [4]. 📑 THE REPORT INCLUDES A BUDGET PRIORITIZATION FRAMEWORK TO GUIDE YOUR NEXT MOVES. ⬇️ GET YOUR (UNGATED) DOWNLOAD [4] OF _WHEN MACHINES MAKE MARKETERS MORE HUMAN_ 📱 NEWS & TRENDS IMAGE AI MODELS NOW DRIVE APP GROWTH, BEATING CHATBOT UPGRADES (2 MINUTE READ) [5] Image AI models are now the main driver of AI app growth. They generate about 6.5X more downloads than traditional model upgrades. Gemini added over 22M downloads after its image model launch. ChatGPT saw more than 12M incremental installs from its GPT-4o image update. Users are more motivated by visual creation features than conversational improvements. However, most apps fail to convert this surge in attention into revenue, with only ChatGPT seeing meaningful consumer spend. AI CHANGED MY WORK. AND YOURS, TOO (6 MINUTE READ) [6] AI has collapsed the cost of building software, content, and tools. Agents deliver 1.5 - 13X time savings and up to 50% productivity gains. Software is moving from code to integrated systems where enterprise tools persist due to accountability and switching costs, while self-serve products must move upmarket. Distribution is tightening as platforms reduce traffic and AI keeps users inside, making velocity and product-led growth the key levers. The main constraint is no longer building, but deciding what to build and what to ignore. 🚀 STRATEGIES & TACTICS AI-GENERATED EMAIL SUMMARIES: WHAT WE LEARNED AFTER ANALYZING 628 SUMMARIES (12 MINUTE READ) [7] Lead with your key points in PR pitches since AI summaries pull 82-87% of content from the first half. Keep copy tight and use bullet points to increase pickup. Write subject lines with clear keywords like “new”, “data”, and expert titles since they shape up to 60% of summaries. Put critical info in the body, not tables or attachments. Expect variation across tools and double-check coverage, as AI misrepresents content about 33% of the time. FIVE TECHNIQUES FROM AMAZON'S RELENTLESSLY TESTED PRODUCT PAGES (5 MINUTE READ) [8] High-converting product pages pair emotional messaging with search-driven copy to match both user intent and algorithms. Benefit-led subheads double as a full sales pitch for scanners. Key objections are addressed early with specific language like DIY install and easy charging to remove friction. Complex actions are reduced to simple, low-effort steps to keep momentum. Proof is distributed across the page, with different formats targeting different buyer concerns. 🧑‍💻 RESOURCES & TOOLS A/B TEST REPORT TEMPLATE (1 MINUTE READ) [9] This post provides a standardized A/B test doc template to ensure insights aren't forgotten. It includes sections tailored towards business stakeholders as well as analysts. DOES THE RETURN OF GOOGLE DATA STUDIO SIGNAL THE END OF ANALYTICS SILOS? (8 MINUTE READ) [10] Google has restored the Data Studio brand and expanded the platform beyond its original role as a visualization tool. The updated Data Studio integrates BigQuery conversational agents and Google Colab notebooks directly into the reporting interface. It allows analysts to query data in natural language and embed predictive models alongside operational dashboards. The enterprise tier, Data Studio Pro, adds semantic layer governance to ensure AI agents interpret customer metrics consistently across marketing, sales, and service applications. 🎁 MISCELLANEOUS THE ILLITERATE ORGANIZATION (3 MINUTE READ) [11] Organizations produce massive output, but most of it is never truly read or used. More data and dashboards do not drive decisions, lack of interpretation does. Without a clear ‘so what', insights never convert into action. AI summaries make this worse by deviating from source material and stripping meaning. Dashboards encourage skimming, which removes critical thinking and disconnects metrics from strategy. This creates organizational illiteracy, where teams chase conflicting goals and build incoherent products. WORLD CUP MARKETING IS A TEAM EFFORT (7 MINUTE READ) [12] Marketers are treating the 2026 FIFA World Cup as a global cultural moment built around community and shared fan experiences. The tournament includes 104 matches, with 78 in the US. It's expected to reach over a quarter of US consumers while driving $10.5B in global ad spend. Brands are building interactive, multichannel strategies across social and streaming, tailoring campaigns to diverse and overlapping fan bases. The focus is on localized activations and creators. ⚡ QUICK LINKS GAMESTOP MAKES DARING $56 BILLION BID FOR EBAY (3 MINUTE READ) [13] GameStop has offered to acquire eBay in a cash and stock deal, aiming to build a stronger rival to Amazon. TIP FOR VIDEO UPLOADS ON GOOGLE BUSINESS PROFILE (1 MINUTE READ) [14] Add captions on TikTok or IG before repurposing videos to your Google Business Profile so they stay understandable without sound and help Google's AI interpret them. LINKEDIN'S GROWING INFLUENCE IN AI SEARCH VISIBILITY (1 MINUTE READ) [15] LinkedIn is now the second most cited domain in AI responses, appearing in 11% of outputs across major AI tools. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=3b3d9526-4872-11f1-8452-7d743746dc1b&pt=campaign&t=1777980174&s=f653e8d4ba869bb26b72edd01a5726f7ad22cd36d119772974c8e68d993b2e32 [4] https://www.contentful.com/resources/atlantic-report-machines-marketers-humans/?utm_source=tldr&utm_medium=newsletter&utm_campaign=fy27-q1-global-feeling_so_contentful [5] https://techcrunch.com/2026/05/04/image-ai-models-now-drive-app-growth-beating-chatbot-upgrades/?utm_source=tldrmarketing [6] https://www.growth-memo.com/p/ai-changed-my-work-and-yours-too?utm_source=tldrmarketing [7] https://www.buzzstream.com/blog/ai-generated-email-summary/?utm_source=tldrmarketing [8] https://conversion-rate-experts.com/amazon-product-page-copywriting-friday/?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/senatorous_ab-test-report-template-ugcPost-7447368035423780866-h-Zz?utm_source=tldrmarketing [10] https://www.cmswire.com/digital-marketing/does-the-return-of-google-data-studio-signal-the-end-of-analytics-silos/?utm_source=tldrmarketing [11] https://productpicnic.beehiiv.com/p/the-illiterate-organization?utm_source=tldrmarketing [12] https://brand-innovators.com/world-cup-marketing-is-a-team-effort/?utm_source=tldrmarketing [13] https://www.cnn.com/2026/05/04/business/gamestop-buys-ebay-intl?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/darrenshawwhitespark_before-you-add-another-video-to-your-google-share-7457081883009650688-Rfis?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/benjamingoodey_as-of-march-linkedin-is-the-2-most-cited-ugcPost-7455989527434842112-EfSd?&utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=3b3d9526-4872-11f1-8452-7d743746dc1b&pt=campaign&pv=4&spa=1777979179&t=1777980174&s=954d4777ac25eec695cfb2944d5218855b9b429d89ec23dcadb20132870ad876

OpenAI president Greg Brockman took the stand on Monday. Two days before the trial, Elon Musk had messaged Brockman to gauge his interest ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Microsoft Azure] [4] TLDR 2026-05-05 FEEL LIKE YOUR TABS HAVE TABS? (SPONSOR) [4] Developer tool sprawl is real. You've got one tab for logs, another for metrics, half a dozen for cloud services, and somewhere in there is the code you're actually trying to ship. 🫣 Stop playing hide-and-seek with your tools. Microsoft Azure [4] brings together everything you need to build and run software in a single workspace. Goodbye, hunting for the right dashboard. Hello, one unified view—and a faster path to innovation. Simplify your stack with Azure → [4] 📱 BIG TECH & STARTUPS ELON MUSK MEGATRIAL KICKS OFF SECOND WEEK WITH SCRUTINY OF OPENAI EXEC'S FINANCES (8 MINUTE READ) [5] OpenAI president Greg Brockman took the stand on Monday. Two days before the trial, Elon Musk had messaged Brockman to gauge his interest in settling the case. Brockman suggested that both sides drop their claims, but Musk responded by saying that Brockman and Sam Altman would be the most hated men in America by the end of the week. Musk's lawyers are attempting to paint Brockman as motivated by money at the expense of OpenAI's nonprofit mission. AMAZON BUILT A MASSIVE SUPPLY CHAIN FOR ITSELF. NOW IT'S FOR HIRE (7 MINUTE READ) [6] Amazon has launched Amazon Supply Chain Services, a centralized place for companies to hire Amazon for services such as fulfillment, ocean and air shipping, and truck transportation. The offering puts Amazon in competition with transportation and warehousing giants such as DSV and DHL. The global market for third-party logistics is estimated to be more than $1.3 trillion. The move is a bet that Amazon can do for logistics what Amazon Web Services did for cloud computing. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SPACEX BREAKS GROUND ON SOLAR FAB TO POWER ORBITAL DATA CENTERS (3 MINUTE READ) [7] SpaceX is constructing one of the world's most advanced solar cell factories in Bastrop, Texas. The company is vertically integrating the entire fabrication process to produce highly specialized aerospace-grade solar cells. Vertical integration allows SpaceX to insulate itself from global supply chain vulnerabilities while also giving it total control over the physical limits of solar cell efficiency and mass. SpaceX needs a continuous, high-volume supply of bespoke solar arrays to successfully pull off its plans of deploying an orbital cloud network capable of handling AI workloads. THE ROOMBA GUY'S SECOND ACT: A ROBOT YOU'LL WANT TO SNUGGLE (8 MINUTE READ) [8] Familiar Machines & Magic, a startup headed by Colin Angle, the former CEO of the company that invented the Roomba, has unveiled a robot designed by former Disney Imagineers to be cute and appealing. The Familiar is an emotionally intelligent robot trained to respond appropriately to tone of voice, body language, and overall vibe. The company will market the robot to people who want to monitor their loved ones, and it is also keen to sell Familiars to people who would like to support their own well-being. The robot is still in an early prototype phase, so there is no information on pricing or availability. 💻 PROGRAMMING, DESIGN & DATA SCIENCE 📊 HOW MANY DASHBOARDS IS TOO MANY? (SPONSOR) [9] Every new monitoring tool, service, or "quick integration" adds another dashboard to the pile—and before you know it, you're spending more time switching between tools than actually building. With Microsoft Azure [10], your entire stack lives in one workspace: infrastructure, data, AI, and more. See how Azure brings it all together → [10] FORMATTING AN ENTIRE 25 MILLION LINE CODEBASE OVERNIGHT: THE RUBYFMT STORY (15 MINUTE READ) [11] Stripe runs the world's largest Ruby codebase. The pain of not having an auto-formatter was visible in how its engineers worked. In 2022, the company set two engineers from its infrastructure team to work full-time on rubyfmt, a tool that is currently being used to format 100% of Stripe's 42 million lines of Ruby. This post tells the story of how rubyfmt came to be. REDIS ARRAY TYPE: SHORT STORY OF A LONG DEVELOPMENT (5 MINUTE READ) [12] The PR for a new Array data type for Redis took four months to create using AI assistance. AI tools allowed the developer working on the code to venture into a level of complexity they would have otherwise skipped. They helped make tasks easier and less tedious while also providing a virtual workforce that could reveal bugs in complicated algorithms. 🎁 MISCELLANEOUS GAMESTOP OFFERS TO BUY EBAY FOR $56 BILLION (7 MINUTE READ) [13] GameStop has made an unsolicited offer to buy eBay for $56 billion, a roughly 20% premium to the company's stock closing price on Friday. GameStop is a much smaller company than eBay and is currently valued at around $12 billion. The company has around $9 billion in cash and a commitment letter from TD Bank to provide up to $20 billion in debt financing to help make the deal possible, but it is unknown how the company will come up with the rest of the money. AI FOR BIO HAS A FUZZY API PROBLEM (20 MINUTE READ) [14] Biology is a uniquely hard application domain for machine learning. Drug discovery doesn't have the kind of clean feedback loops and clean interfaces that make modern ML so powerful elsewhere. Software has clean APIs, and when things break, you can usually trace the failure to a bug and fix the code. Biology's outputs are a lot fuzzier as there are many caveats at every step of the process. ⚡ QUICK LINKS TOOL OVERLOAD GOT YOUR HEAD SPINNING? (SPONSOR) [15] Tech stack complexity is out of control, and the last thing you need is a bigger ‘stack'. Microsoft Azure gives you a unified view of applications, cloud resources, and AI—so you can ship more software with less open tabs. Simplify with Azure [16] MENTAL MODEL FOR AGENTIC WORK (9 MINUTE READ) [17] This post presents a mental model that applies everywhere in agentic systems that works because the architecture underneath the tools is always the same. ARE VCS DUMB FOR INVESTING IN CRAZY $1B+ SEED ROUNDS? (6 MINUTE READ) [18] Most of these investments won't work out, but the returns from just one of them being successful will justify the losing bets. IOS 27 WILL LET YOU CREATE CUSTOM WALLET PASSES (1 MINUTE READ) [19] A new 'Create a Pass' option will let users generate digital passes from scans of things like movie tickets, concert passes, and gym membership cards. BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK) [20] TLDR is looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Our curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [21]. DATA CENTERS AT SEA: OREGON'S PANTHALASSA NETS $140M LED BY PETER THIEL FOR WAVE-POWERED AI (4 MINUTE READ) [22] Panthalassa has a technology platform that turns waves into reliable, clean power to power onsite AI computing. Y COMBINATOR'S STAKE IN OPENAI (3 MINUTE READ) [23] Y Combinator owns about 0.6% of OpenAI, a stake worth over $5 billion. HUMANOID ROBOT ACTUATORS: THE COMPLETE ENGINEERING GUIDE (100 MINUTE READ) [24] Every step that humanoid robots take results in a shock through the leg actuators - this means roughly one million impacts for every month of operation. Congrats to Kim Sekas [25] for referring 5 friends to TLDR. Thanks for helping us spread the word! 🙏 Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! 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Age explains nearly 40% of the variation in mobile payment adoption, far exceeding wealth at 7% and occupation at 5%. Usage declines steadily ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-05-04 THE INTELLIGENCE GAP: WHY ORGANIZATIONS ARE FALLING BEHIND IN THE AGE OF REAL-TIME INSIGHTS (SPONSOR) [4] 67% of professionals believe social intelligence will be more influential than traditional market research by 2029. Yet only 10% are equipped to act on social insights in hours. Sprout Social's 2026 Social Intelligence Report [5] is here to help you change that. Dive into success stories from brands operationalizing real-time insights and business-wide strategies, starting with: * 🏛️ What your boardroom needs to know so you can act fast. * 🤖 Agentic AI's role [5] in predicting business impact + the tools you should connect now. * 📊 Data standardization MUSTS so insights don't just sit in your performance reports. Download the report [6] 📱 NEWS & TRENDS ENVY AND THE FUTURE OF WORK (5 MINUTE READ) [7] AI will commoditize production and lower the cost of meeting basic needs. As that happens, value shifts toward what stays scarce: human-driven services, status, and experiences. Gaming shows this clearly, with billions of players spending on cosmetics, communities, and identity rather than access alone. Envy and mimetic desire reflect this shift, since people want what others visibly have. Demand concentrates in high-income elastic categories like luxury and wellness. These areas grow as consumers compare themselves to others and compete for status and exclusivity. THE RE-EMERGENCE OF PRODUCT LINE MARKETING (6 MINUTE READ) [8] As more companies break marketing into separate functions, a critical gap is emerging in multi-product organizations. No one ends up owning the integrated story of why a company's products belong together and where the portfolio is heading. Product line marketing fills that gap by sitting between brand and individual product marketing, owning the standard sales deck and social media presence. The role isn't new, but the accelerating trend toward decomposed marketing orgs is making it essential again. 🚀 STRATEGIES & TACTICS COMPETITIVE PRICING STARTS WITH DATA (2 MINUTE READ) [9] Competitive pricing depends on continuous market data, not one-time checks. Rising price sensitivity and instant comparison make monitoring essential. Focus on key products like high-volume SKUs and branded items to understand market position. Track price trends, availability, shipping costs, and seller context to get a full picture. Use this data to guide automated repricing and plan around patterns, without reacting to every competitor move. 17 CONTENT TYPES TO SURVIVE GOOGLE'S ZERO-CLICK FUTURE (7 MINUTE READ) [10] Google's zero-click era is reducing the value of generic SEO content. With nearly 60% of searches ending without a click, proprietary content, owned audiences, transaction pages, and experience-based formats matter more than traditional blog posts. Focus on original research, creator-led media, community-driven UGC, and tools that help users complete tasks. Trust-building content like brand pages, case studies, documentation, and expert perspectives also plays a larger role. 🧑‍💻 RESOURCES & TOOLS WHY GTM ORCHESTRATION BREAKS WITHOUT CONTACT-LEVEL EXECUTION (WEBINAR) [11] Speakers from LiveRamp, Reeder, and Influ2 will cover the common ABM orchestration failure points that erode buyer momentum, as well as how contact-level orchestration overcomes them. The webinar will take place on May 6 at 9 AM PT. ASKELEPHANT (TOOL) [12] AskElephant automates workflows across sales and customer success. It listens to calls, meetings, emails, and CRM activity. It turns that context into actions like CRM updates, follow-ups, tasks, and handoff notes. It also generates alerts for churn and deal risk. It connects with Salesforce, HubSpot, Slack, and Notion. 🎁 MISCELLANEOUS BRAND CONFESSIONAL: RACHEL HIRSCH, WELLNESS GROWTH VENTURES (3 MINUTE READ) [13] Strong brands change consumer behavior, not just perception. The focus should shift from aesthetics to repeat actions like weekly purchases, referrals, and organic sharing. Community stands out as the most defensible growth channel since recurring gatherings and active group chats build loyalty that outlasts the product. There is also a clear wellness opportunity in turning intent into default behavior rather than adding more data or dashboards. Early attention should not be mistaken for durable demand. SWIPE OR TAP? HOW AGE SHAPES THE ADOPTION OF NEW TECHNOLOGIES (4 MINUTE READ) [14] Age explains nearly 40% of the variation in mobile payment adoption, far exceeding wealth at 7% and occupation at 5%. Usage declines steadily with each decade of age, not just between the youngest and oldest groups. Businesses reflect this pattern, with merchants in younger areas adopting mobile payment terminals about 20% more often than those in older areas. As the global population over 60 is projected to reach 22% by 2050, aging societies may struggle to achieve the network scale needed for digital technologies to deliver full value. VENMO MARKETING STRATEGY: WINNING THE SOCIAL LAYER NO ONE THOUGHT TO BUILD (9 MINUTE READ) [15] Peer-to-peer payment apps existed before Venmo, but none added a public social layer. Its feed turned transactions into expressive gestures with emojis and inside jokes, making the app habit-forming. While Cash App leans on celebrity and Zelle stays invisible, Venmo built cultural relevance into the product. Recent campaigns with creators like Alix Earle and White Lotus cast members follow the same playbook, embedding the brand into existing conversations. ⚡ QUICK LINKS TOP 9 A/B TESTING PITFALLS (1 MINUTE READ) [16] Pitfalls include peeking too early, bad ramp-up analysis, and uncontrolled variants. FAREWELL, JEEVES: ASK.COM SHUTS DOWN (1 MINUTE READ) [17] After 25 years of answering the world's questions, Ask.com officially closed on May 1. CHECKOUT PAGE DESIGN: 11 WAYS TO REDUCE CART ABANDONMENT RATES (8 MINUTE READ) [18] Tips include displaying the full cost and delivery date on the product page, cutting checkout forms to 6-8 fields, and offering express payment options. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. 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Meta has acquired a startup that is trying to build humanoid robots. Assured Robot Intelligence is a company at the frontier of robotic intelligence ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-05-04 89% OF VOICE-TO-TEXT MESSAGES SENT WITH ZERO EDITS. 4X FASTER THAN TYPING (SPONSOR) [4] Those aren't typos. Wispr Flow [4] turns your voice into clean, sendable text much faster than you can type. Speak naturally and Flow does the rest: strips filler words, fixes grammar, formats everything automatically. * 220 WPM. Stop bottlenecking your ideas at the keyboard. Dictate emails, Slack messages, docs, and AI prompts at the speed you think. * WORKS IN EVERY APP. System-level on Mac, Windows, iPhone, and Android. Zero setup. * USED BY MILLIONS. Teams at OpenAI, Vercel, and Clay trust Flow daily. Flow preserves your voice: it automatically learns your unique words [4] and adds them to a personal dictionary. Curious? Try Wispr Flow Free [4] 📱 BIG TECH & STARTUPS META PLATFORMS ACQUIRES HUMANOID ROBOT STARTUP ASSURED ROBOT INTELLIGENCE (3 MINUTE READ) [5] Meta has acquired a startup that is trying to build humanoid robots. Assured Robot Intelligence is a company at the frontier of robotic intelligence. Its team will join Meta to focus on optimizing models for robotics applications. Investors are skeptical of Meta's spending plans - the company's stock was down following the announcement of the acquisition. SPACEX HAS SPENT MORE THAN $15 BILLION ON STARSHIP AND IS RACING TO MAKE ROCKETRY RESEMBLE AN AIRLINE SCHEDULE (9 MINUTE READ) [6] SpaceX has so far spent more than $15 billion developing Starship. The company's capital expenditure surged nearly fivefold between 2024 and 2025 to $20.7 billion. Of that spend, $12.7 billion was directed at AI initiatives. Starlink is still the company's financial engine, making $11.4 billion in revenue in 2025. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY THE COMPANY THAT BUILT TIKTOK'S ALGORITHM IS NOW DESIGNING DRUGS FOR DISEASES PHARMA CALLED UNDRUGGABLE (10 MINUTE READ) [7] ByteDance has entered the AI drug discovery race. The company's drug discovery unit, Anew Labs, recently presented its first AI-designed therapy at a major immunology conference. Its work targeted a protein-protein interaction long thought to be undruggable. The unit has published a generative model that it claims can design functional molecules across all scales. AMERICA'S ELECTRICITY GAP (13 MINUTE READ) [8] Power access is incredibly important to tech companies' gamble on AI development. The US was always going to need more power investment to meet its next phase of economic growth and was already struggling to meet rising electricity demand well before the AI boom. The costs of the electricity gap are mounting as power becomes more important to the national economy. More of the US will have to permit the fast deployment of solar and batteries if they want to meet their own increasing electricity needs. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TIRED OF TYPING THROUGH THE WEEK? YOU DON'T HAVE TO ANYMORE (SPONSOR) [9] Email, briefs, Slack, AI prompts, Doc edits: Wispr Flow [10] turns your voice into clean text 4x faster than you can type. 89% of messages get sent with zero edits and it works everywhere you do: Gmail, Slack, Notion, Linear, ChatGPT. See why teams at OpenAI, Vercel, and Clay use Flow daily. Try it free [10] AGENT SKILLS (16 MINUTE READ) [11] AI coding agents are extremely capable, but they have no instinct for the parts of the job that don't show up in the diff. Agents will skip the senior-engineering work unless you make it impossible to skip. The job increasingly is to encode discipline as something agents can't talk themselves out of. Skills are one way to do that. The senior-engineer parts of the job are no longer optional, even when the engineer is a model. OPEN DESIGN (GITHUB REPO) [12] Open Design is an open-source alternative to Claude Design. It uses the same loop and artifact-first mental model with none of the lock-in. Open Design is local-first, web deployable, and supports several coding agents. It behaves like a senior designer with a working filesystem, a deterministic palette library, and a checklist culture. 🎁 MISCELLANEOUS SOMETIMES SMART PLANNERS LOSE TO SIMPLE MARKETS (11 MINUTE READ) [13] People think of the multi-agent future as analogous to our companies, just autonomous. However, AI agents are not like human agents, and the hub isn't just an equivalent of a human manager. If any of the subtasks are wrong, workers can be individually competent and the final answer will still be wrong. Markets work because people have local information that can't be easily shared. OPENAI WANTS TO GO PUBLIC. FIRST SARAH FRIAR NEEDS TO GET IT TO GROW UP (14 MINUTE READ) [14] Sarah Friar was brought into OpenAI to give it the financial maturity needed to go public. Over the past few months, she has balanced the company's spending expectations and questioned the wisdom of spending even more money on data centers. It is up to Friar to pull off what could be one of the biggest IPOs ever. If she moves too slowly, OpenAI could fall behind and hit the market after Anthropic. Moving quickly risks stretching the business too far. ⚡ QUICK LINKS SPEAKING IS 4X FASTER THAN TYPING. NOW THERE'S FINALLY AN ACCURATE VOICE-TO-SPEECH TOOL (SPONSOR) [15] You really can stop typing everything. Wispr Flow turns your voice into polished text in any app, on every device. Millions of users send 89% of messages with zero edits. Try free [16] THE DUALITY OF LANGUAGE MODELS IN THE BROWSER (8 MINUTE READ) [17] In-browser models are free and private, but they only work well if you can afford a decent device with a GPU. HOW MIGHT A BROWSER BE DEVELOPED? (9 MINUTE READ) [18] Browsers and web development will change as large language models evolve. PROMPT ENGINEERING IS PERMANENT (5 MINUTE READ) [19] Prompt engineering today is about making AI systems reliable when they have context, tools, memory, permissions, and real consequences. BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK) [20] TLDR is looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Our curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [21]. SPECSMAXXING (16 MINUTE READ) [22] Spec-writing is where the act of software engineering really happens. GEMINI APP GETTING FULL REDESIGN THAT OVERHAULS EVERY PART OF THE UI (2 MINUTE READ) [23] Screenshots of the new design are available in the article. SCROLLING IS ON THE DECLINE (1 MINUTE READ) [24] People of all ages have cut back on the average number of hours spent scrolling on social media per day. Congrats to Gopal Agrawal [25], Chris Short [26], Gerardo (Gio) Raagas [27], Marco Venturini [28], and D.Lo [29] for referring 5 friends to TLDR. Thanks for helping us spread the word! 🙏 Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [30] Track your referrals here. [31] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [32]. Want to work at TLDR? 💼 APPLY HERE [33], CREATE YOUR OWN ROLE [34] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [35] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [36] & Stephen Flanders [37] Manage your subscriptions [38] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [39]. 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1:1 messaging is becoming a key driver of brand loyalty as discovery gets harder. Over 80% of consumers are open to direct brand messages ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-05-01 📱 NEWS & TRENDS OMNICOM, SNAPCHAT RESEARCH REVEALS 1:1 MESSAGING A KEY BRAND LOYALTY DRIVER (3 MINUTE READ) [4] 1:1 messaging is becoming a key driver of brand loyalty as discovery gets harder and attention fragments. Over 80% of consumers are open to direct brand messages. 65% form a more positive opinion when brands engage this way. Done well, it delivers real impact, with an 11-point lift in favourability and an 8-point increase in purchase intent. Consumers also expect messages to feel timely and purposeful. Over 75% say relevance and clear intent matter, while visual communication like emojis and memes is now the norm. 2026 CUSTOMER ENGAGEMENT: MARKETING WAS BUILT FOR A DIFFERENT CUSTOMER (6 MINUTE READ) [5] Consumers are getting more strategic and gaming marketing systems. 70% abandon carts to trigger discounts and 72% switch services for better offers, making traditional signals less reliable. At the same time, marketing is producing more but not improving results. 40% of marketers report more work despite AI, and 64% say personalization lacks real impact. The real issue is decision-making. Teams are slower and less clear, while consumers keep adapting in real time. 🚀 STRATEGIES & TACTICS WIN REPORT: HOW ANSWERING ONE QUESTION INCREASED CONVERSIONS BY 18% (2 MINUTE READ) [6] Answering key buyer questions at the exact moment they arise allowed a truck bed cover brand to remove friction and lift conversions. User testing showed nearly every visitor asked if the product would fit their truck, yet the homepage did not address it. The brand moved an existing compatibility message to the homepage hero area and saw conversions increase 18%. This strategy shows how to turn hidden persuasion assets into revenue by surfacing them earlier in the journey. Use qualitative insights to find objections and pair them with high traffic pages to test fast wins. QUINCE'S QUIET LUXURY FOR THE MASSES MARKETING STRATEGY (4 MINUTE READ) [7] Few brands have managed to make affordable pricing feel premium, but Quince has done it by going factory-direct, maintaining a restrained visual identity, and letting creator content do the heavy lifting. Working with around 300 creators per month, the brand saw earned media grow 437% on TikTok and 366% on Instagram year-over-year, with nearly three quarters of top content coming from first-time brand posters. The direct supply chain also removes the structural pressures that force competitors into end-of-season markdowns, keeping brand perception intact. 🧑‍💻 RESOURCES & TOOLS META RELEASED AN OFFICIAL MCP AND CLI FOR ADS, BUT YOU STILL HAVE 3 CONSTRAINTS (2 MINUTE READ) [8] Meta's new MCP and CLI allow you to automate campaign changes directly, but success depends on tight controls and clean data. Roll out agents in stages like shadow mode and guardrails since an agent can burn a full daily budget in minutes without limits. Fix tracking issues like CAPI dedup and low EMQ scores before scaling or the agent will optimize toward the wrong outcomes at speed. Meta data alone gives a biased view since it lacks CRM and cross-channel signals. Winning teams feed agents unified data and measure true incrementality before increasing automation. PRETTY LITTLE MARKETER'S FREE WEBINAR SERIES: UNPOPULAR OPINIONS (3 MINUTE READ) [9] Pretty Little Marketer is hosting a free May webinar series led by Sophie Miller. These are candid conversations with marketers who challenge conventional advice and back up bold takes with real results. Sessions cover topics like making B2B creative, the evolution of LinkedIn, the return of long-form content, and how brands misuse Substack. 🎁 MISCELLANEOUS WHO'S GOT TIME FOR PRODUCT MARKETING? (8 MINUTE READ) [10] Product marketing now works best when it builds systems that let anyone launch, not when it controls every release. Set up clear launch tiers and give product and growth teams templates, messaging, and tools so they can ship updates every few weeks without waiting. Keep your ICP live by updating it weekly using product data, conversion trends, and customer feedback, then push those insights directly into targeting and campaign decisions. Talk to customers constantly and reuse their exact words in ads and landing pages to improve conversion. Make messaging and insights easy to access through shared docs or AI tools so teams can find answers fast and execute without friction. WHY CONVERSION RATE DROPS AFTER A SITE REFRESH (5 MINUTE READ) [11] Conversion rates frequently drop after site refreshes, not because the new design is bad, but because the changes that improved aesthetics inadvertently weakened the buying experience. Trust signals get pushed lower or replaced with sliders nobody reads, calls to action become less visible as they blend into cleaner layouts, and specific product messaging gives way to transformation and innovation language that fails to help buyers grasp practical value quickly enough. The problem compounds on mobile, where the same design decisions that look elegant on desktop often create slower, harder-to-scan experiences for a segment that may have accounted for a significant share of prior conversions. HEALTHY BRANDS BEGIN WITH STRATEGIC INTEGRITY (5 MINUTE READ) [12] Most brand degradation starts in organizational systems rather than in marketing, and the companies that sustain strong brands share a common internal architecture. Rigorous strategic planning, structured decision-making, real-time data, and independent governance each act as a check on the pressures that erode stated values over time. Unilever's Compass strategy, which covers 15 priority areas with defined timelines and capital allocation tied to brands like Dove and Ben & Jerry's, is one of the best examples of purpose-driven positioning that earns credibility through accountability rather than pure PR narrative. ⚡ QUICK LINKS VINE MAKES A COMEBACK (2 MINUTE READ) [13] Divine is a new Vine-inspired, open-source video app that hosts a large archive of restored Vines and only allows human-made content. INSTAGRAM CRACKS DOWN ON CONTENT AGGREGATORS (2 MINUTE READ) [14] Accounts built around reposting other people's photos and carousels will no longer be eligible for recommendations on Instagram, closing a gap that had left photo and carousel formats without the same protections Reels already had. A NEW WAY TO CREATE A DIGITAL WARDROBE FROM YOUR GOOGLE PHOTOS (1 MINUTE READ) [15] The new AI-powered wardrobe feature allows users to mix and match pieces to create outfits, save them to moodboards, share looks with friends, and even preview them with a virtual try-on tool. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=dcde7a26-4525-11f1-999f-6523b1f9c949&pt=campaign&t=1777634562&s=71b6698b46deb3812b746feae40cf05090ab3f242368ba76961fd15b4584df57 [4] https://links.tldrnewsletter.com/FrMBep [5] https://iterable.com/blog/2026-customer-engagement-marketing-different-customer/?utm_source=tldrmarketing [6] https://conversion-rate-experts.com/diamondback-covers-answer-one-question-win-report/?utm_source=tldrmarketing [7] https://www.marketergems.com/p/quince-marketing-strategy-affordable-luxury-brand?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/scozak_for-everyone-preaching-that-solid-data-share-7455613383065845760-QegI?utm_source=tldrmarketing [9] https://www.prettylittlemarketer.com/unpopular-opinions?utm_source=tldrmarketing [10] https://www.elenaverna.com/p/whos-got-time-for-product-marketing?utm_source=tldrmarketing [11] https://growthhit.com/why-conversion-rate-drops-after-a-site-refresh/?utm_source=tldrmarketing [12] https://brandingstrategyinsider.com/healthy-brands-begin-with-strategic-integrity/?utm_source=tldrmarketing [13] https://www.socialmediatoday.com/news/vine-makes-a-comeback/818897/?utm_source=tldrmarketing [14] https://techcrunch.com/2026/04/30/instagram-restricts-reach-of-content-aggregators-in-new-crackdown/?utm_source=tldrmarketing [15] https://blog.google/products-and-platforms/products/photos/google-photos-wardrobe-feature/?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=dcde7a26-4525-11f1-999f-6523b1f9c949&pt=campaign&pv=4&spa=1777633266&t=1777634562&s=20e3375d9b900406fa1a1ab6a58deaee65ed7d89a9ca8389bfaaef8910fc0f89

Meta CEO Mark Zuckerberg addressed the market's negative reaction to the company's first-quarter results in a companywide meeting on Thursday ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR 2026-05-01 BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK) [4] TLDR is looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Our curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [4]. 📱 BIG TECH & STARTUPS MARK ZUCKERBERG BLAMES SLOWER SALES ON WAR, LAYOFFS ON AI COSTS IN MEETING (3 MINUTE READ) [5] Meta CEO Mark Zuckerberg addressed the market's negative reaction to the company's first-quarter results in a companywide meeting on Thursday. He said the 8% drop in Meta's shares was due to investor concern over an upward revision in expected capital expenditures and predictions of slower growth in the second quarter. He blamed the drop in Meta's ad business on the US war in Iran, as customers are spending less on discretionary things like advertising. Zuckerberg attributes the company's planned layoffs to a need to spend more on AI, and to reflect the greater speed and efficiency AI brings to workflows. NETFLIX'S TIKTOK-LIKE VERTICAL FEED IS FINALLY HERE (2 MINUTE READ) [6] Netflix's vertical feed, Clips, is rolling out to the US, the UK, Australia, Canada, India, Malaysia, Pakistan, the Philippines, and South Africa. Clips shows short clips from series, films, and specials tailored to users' tastes. It is designed to help people decide what to watch or play next. Netflix plans to expand Clips to include podcasts, live programming, and collections based on genres. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY US' FIRST INTEGRATED HUMANOID FACTORY TO BUILD 100,000 NEO ROBOTS BY 2027 (5 MINUTE READ) [7] 1X has started full-scale production of its NEO humanoid robot at a new manufacturing facility in Hayward, California. The facility, which spans 58,000 square feet, marks a key step toward commercializing general-purpose humanoid robots designed for home use. NEO robots are built to safely operate alongside humans and assist with everyday tasks. The factory can produce up to 10,000 robots every year. 1X plans to increase output beyond 100,000 units by 2027. ZUCKERBERG-BACKED BIOHUB BETS $500M ON AI BIOLOGY (3 MINUTE READ) [8] Mark Zuckerberg and Priscilla Chan's nonprofit, Biohub, is committing $500 million to help create better AI simulations of the human body. Biohub's long-term goal is to cure all human diseases through the intersection of AI and biology. It is betting that more data and compute will produce more useful models. Of the $500 million, Biohub will spend $400 million on its own work and $100 million to spur others. 💻 PROGRAMMING, DESIGN & DATA SCIENCE [WEBINAR] HOW TO STOP BABYSITTING YOUR CODING AGENTS (SPONSOR) [9] MCPs give coding agents access to information, not understanding. The teams pulling ahead are using a context engine to surface exactly what agents need for every task, so they stay on track without the set up tax or the correction loops. Join live on May 6 (FREE) [9] to see how. COPY FAIL: 732 BYTES TO ROOT ON EVERY MAJOR LINUX DISTRIBUTION (20 MINUTE READ) [10] Copy Fail is a logic bug in the Linux kernel's authencesn cryptographic template that lets unprivileged users trigger a deterministic, controlled 4-byte write into the page cache of any readable file on the system. It can be exploited using a single 732-byte Python script to obtain root on essentially all Linux distributions shipped since 2017. Its discovery was AI-assisted. A patch for the bug is available. FIREFOX MAKER TORCHES GOOGLE FOR BUILDING PROMPT API INTO BROWSER (7 MINUTE READ) [11] Mozilla is against Google's decision to build AI plumbing into Chrome. The Prompt API gives web pages the ability to directly prompt a browser-provided language model. Mozilla says implementing the API results in severe negative consequences to interoperability, updateability, and neutrality of the web platform. The API is already being tested in Chrome and Microsoft Edge. 🎁 MISCELLANEOUS SILICON VALLEY IS BRACING FOR A PERMANENT UNDERCLASS (29 MINUTE READ) [12] Many people in Silicon Valley believe that AI will soon surpass human capabilities. While this should produce tremendous growth and scientific achievement, it will displace millions of jobs, depress economic mobility, and exacerbate inequality. The technology will ferry power and wealth to the AI companies and existing owners of capital while ordinary people lose their economic leverage. It could create a permanent underclass as people are rendered useless and unemployable. MICROSOFT ROLLS OUT XBOX MODE, BRINGING A CONSOLE-LIKE EXPERIENCE TO ANY PC (17 MINUTE READ) [13] Microsoft is rolling out Xbox Mode to all Windows 11 PCs and devices. The full-screen experience offers a simple UI and frees up system resources to allow games to run smoothly. The current version still has some glitches and crashes occasionally. It is widely believed that Microsoft's next console will essentially be a Windows 11 PC running Xbox Mode. ⚡ QUICK LINKS THE NEXT ERA OF AI IN CX IS BEING UNVEILED MAY 7 IN SAN FRANCISCO (SPONSOR) [14] The hardest customer service issues span teams and take days to resolve. Delight Spark 2026 unveils an AI agent built to own them end-to-end. San Francisco, May 7. Register today [14] ELON MUSK TESTIFIES THAT XAI TRAINED GROK ON OPENAI MODELS (3 MINUTE READ) [15] Tech workers have widely assumed that labs in the US use distillation techniques on each other to avoid falling behind competitors - Musk's testimony confirms at least one case. MATT MULLENWEG THINKS WORDPRESS IS IN DECLINE. HE MAY BE RIGHT (2 MINUTE READ) [16] Mullenweg says WordPress is killing itself by blindly following rules and ideals. SEQUOIA ASCENT 2026 SUMMARY (30 MINUTE READ) [17] This post contains an AI-generated summary of a fireside chat at Sequoia Ascent 2026. APPROACHING ZERO BUGS? (5 MINUTE READ) [18] One way to measure if organizations are getting closer to zero bugs is to check the age of reported and fixed bugs - once AI tools are good enough, there should only be recently introduced bugs. IF I COULD MAKE MY OWN GITHUB (5 MINUTE READ) [19] Git is great at what it is designed to do, but what it is designed to do isn't the way most people are using it. YOU CAN BEAT THE BINARY SEARCH (10 MINUTE READ) [20] The SIMD Quad algorithm is an efficient search algorithm for sorted arrays of 16-bit unsigned integers that leverages the strengths of both algorithmic optimization and hardware acceleration to achieve faster speeds than binary search. Congrats to PJ Hoberman [21], Lety Shaaban [22], Mark Cottle [23], and ShinYi Chen [24] for referring 5 friends to TLDR. Thanks for helping us spread the word! 🙏 Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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A new study from Meta surveying people across 4 generations found only a 4-percentage-point gap between Gen Z and Boomers on why they use social apps ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-04-30 CAN YOUR AI TELL YOU WHEN GOALS ARE AT RISK? (SPONSOR) [4] AI should be doing more than drafting follow-ups. With Asana [4] (trusted by 85% of the Fortune 100), teams use built-in AI to automate task handoffs, identify project risks, and summarize complex threads so everyone's on the same page.  That's not just theoretical: customers report launching campaigns 50% faster [4] with Asana, and those time savings translate into completing more projects—without the stress of chasing down stakeholders and figuring who has the update.  There's no need to sweat your way through the Q2 crunch.  >> Try Asana for free—no credit card required [4] 📱 NEWS & TRENDS THE GENERATION GAP HAS CLOSED. HAS YOUR STRATEGY? (8 MINUTE READ) [5] A new global study from Meta surveying people across 4 generations found only a 4-percentage-point gap between Gen Z and Boomers on why they use social apps, effectively closing the case for age-based audience segmentation. The research found that lifestage is a far stronger predictor of purchase intent, with people going through major transitions showing up to 26 points higher intent than those outside them. Feed curation behavior produced an even wider split, with active curators outperforming non-curators by up to 47 points. The study argues that short-form video, niche creator expertise, and social-first product discovery have rendered generational targeting frameworks largely obsolete. PINTEREST WEDDING TRENDS REPORT 2026: MAXIMUM ROMANCE, MODERN INDIVIDUALITY (7 MINUTE READ) [6] The report finds that the dominant force shaping 2026 ceremonies is personality over tradition, with couples using every element of the day to signal individual taste rather than follow a shared script. The platform recorded over 7B wedding-related searches last year, with standout growth in unexpected venue categories, alternative bouquets, and analogue guest activities like written songs, up 1,975%, and button pictures, up 1,140%. Color trends are diverging between rich, organic palettes anchored by plum and merlot and iridescent, opal-inspired aesthetics that are growing at a significantly faster rate. 🚀 STRATEGIES & TACTICS 2 WEBSITE CHANGES THAT INCREASED LEADS FROM AI (2 MINUTE READ) [7] The founder of Valley saw a surge in high-converting AI-driven sales calls after making two simple website changes. First, adding an llms.txt file gives LLMs a clear, structured summary of what the product does, who it's for, and where to find key information. Second, syncing sales call transcripts into an AEO workflow turns real prospect questions and answers into targeted blog content and FAQs. SOCIAL MEDIA PHOTOGRAPHY STYLING: THE DO'S AND DON'TS (7 MINUTE READ) [8] Photography styling is a performance lever rather than a creative preference, given that audiences decide in roughly one to two seconds whether a piece of content belongs in their feed. Key principles include engineering a cohesive visual system across color, editing, and composition, simplifying frames so the focal point reads instantly on mobile, and capturing scenes that suggest product use rather than simply displaying the product. Common mistakes flagged include over-filtering, cluttered backgrounds, logo-heavy framing, and abandoning an established aesthetic to chase trends. AI, FAKE EXPERTS, AND WHAT STILL WORKS IN PR WITH ROB WAUGH (16 MINUTE READ) [9] Generic, AI-heavy PR is flooding journalists, so winning coverage now depends on being human, original, and sharply targeted. Reporters can instantly spot AI pitches through formatting quirks and generally poor quality. Their inboxes are overwhelmed by automated outreach at industrial scale. Short, direct pitches that present a clear idea or expert are more effective because they feel real and respect time. To get coverage, you need genuinely new information, since anything found via a Google search has no value as a story. Winning PR strategies include studying publications deeply, timing outreach to slower news cycles like weekends, and packaging ideas as consumer-relevant stories that fit how modern publishers drive traffic. 🧑‍💻 RESOURCES & TOOLS CAN MACHINES MAKE MARKETERS MORE HUMAN? (SPONSOR) [10] Most CMOs say AI is a top priority, but few act like it is. Contentful & Atlantic's new report [10] lays out what the teams truly benefitting from AI are doing differently. Learn how they're personalizing thoughtfully at scale and get a budget prioritization framework to guide your investment decisions. Read the report [10] INTENTGAPS (TOOL) [11] This free tool analyzes any webpage to find “intent gaps” by scraping its content, identifying the main topic, and pulling related user questions from AlsoAsked. It then uses AI to evaluate how well the page answers those questions, scoring each as fully, partially, or not addressed, and returns a simple scorecard showing where content can be improved to better match real search intent and potentially rank higher. It's an early demo built quickly, so bugs are possible. HOW TO PACE YOUR AD SPEND SO YOU DON'T BLOW YOUR BUDGET EARLY (5 MINUTE READ) [12] When campaigns go dark mid-month, brands lose more than budget because the algorithm loses signal and spend disappears at the moment purchase intent is typically building. Meta's daily budgets can overspend by up to 25% on any given day, while Google campaigns can spike to double the daily setting, both of which cause spend to cluster early in the month without deliberate pacing controls. Setting daily budgets at 85% of the standard monthly divide creates a buffer for those spikes and preserves flexibility to scale winning campaigns in weeks 3 and 4. HOW I DO CONTENT ENGINEERING WITH CLAUDE CODE (7 MINUTE READ) [13] AI can now produce publish-ready SEO content in 6 to 12 minutes when it mirrors a proven editorial workflow and uses structured skill chaining. The strategy is to break content creation into modular steps, output each stage for debugging, and continuously improve via test cases that refine prompts and workflows. Quality comes from grounding outputs in real data sources like Ahrefs and competitor analysis instead of relying on generic generation. Front-loading expert direction reduces editing time and keeps content aligned with business goals and product messaging. The system prioritizes updating high-value evergreen content over scaling volume, which keeps performance strong without sacrificing quality. 🎁 MISCELLANEOUS THE DEATH OF THE ULTIMATE GUIDE (5 MINUTE READ) [14] The “ultimate guide” era is fading as both search and AI favor focused usefulness over all-in-one content. Winning sites tend to offer clear products or services and build strong brand demand, while high-utility pages outperform generic informational ones. In AI systems, pages that closely match a specific query are more likely to be cited, while exhaustive coverage can underperform. Across both, the shift is toward content that is specific, hard to substitute, and built around distinct value rather than comprehensive coverage. WHY SO MANY CREATORS ARE JOINING THE C-SUITE (4 MINUTE READ) [15] Brands are giving creators executive-style titles to tap their cultural influence. Creators like Druski, Jake Shane, and Whitney Leavitt bring built-in audiences and trust. They help shape creative direction and messaging. This drives stronger engagement and faster cultural relevance. Titles often signal deeper partnerships, sometimes with equity, rather than traditional influencer deals. ⚡ QUICK LINKS A/B TESTING TIP: USE PROXY METRICS, NOT YOUR NORTH STAR (1 MINUTE READ) [16] Instead of evaluating A/B tests against North Star metrics, such as user retention, customer churn, or revenue, use sensitive proxy metrics for more accurate and sensitive lift predictions. SPEED > QUALITY (1 MINUTE READ) [17] Testing the right message matters far more than perfect execution. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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Apple plans to overhaul its built-in photo editing features for iOS, iPadOS, and macOS. It is developing a new suite of tools powered by AI ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Google Cloud] [4] TLDR 2026-04-30 GOOGLE REPORT: HOW TOP STARTUPS ARE USING GENERATIVE MEDIA IN 2026 (SPONSOR) [4] Interactive 3D worlds and utility-driven agent workflows are here to stay. What does that mean for your media strategy? In Google for Startups's Future of AI report [4], top founders, investors, and Googlers lay out their perspectives [4] on generative media in 2026, including: * THE FUTURE OF UX: How to prepare for post-keyboard environments and digital avatars. * THE FUTURE OF STORYTELLING: Why authentic storytelling and "creative taste" will become your ultimate moat in an automated world. * THE FUTURE OF CREATIVE: How founders can become “creative directors” and hire “AI builders” to manage automated systems. 📋 Read the report to inform your 2026 roadmap [4] 📱 BIG TECH & STARTUPS APPLE READIES PHOTO-EDITING OVERHAUL WITH NEW AI TOOLS IN IOS 27 (4 MINUTE READ) [5] Apple plans to overhaul its built-in photo editing features for iOS, iPadOS, and macOS. It is developing a new suite of tools powered by AI to better compete with Android devices. They will allow users to extend, enhance, and reframe images using on-device AI models. Google has offered advanced AI photo-editing capabilities on its Pixel devices for years. Samsung has also aggressively pushed into AI editing with its Galaxy smartphone lineup. SPACEX BOARD HAS SET A MARS BONUS FOR ELON MUSK (3 MINUTE READ) [6] SpaceX's board has approved a compensation plan for Elon Musk that ties his pay directly to the colonization of Mars and the building of data centers in outer space. The pay package awards Musk 200 million super-voting restricted shares if the company hits a $7.5 trillion valuation and helps establish a permanent human settlement or Mars with at least one million residents. He will receive more rewards if he can develop space-based computing infrastructure capable of delivering at least 100 terawatts of processing power. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY A FALCON 9 ROCKET WILL HIT THE MOON THIS SUMMER AT SEVEN TIMES THE SPEED OF SOUND (3 MINUTE READ) [7] The upper stage of a Falcon 9 rocket that launched in early 2025 will strike the Moon later this summer at about 2.43 kilometers per second. It will likely hit the near side of the Moon at around 2:44 AM ET on August 5. The impact is expected to be too faint to be observed on Earth. There is no risk from the impact on anything on the Moon. TESLA SEMI: FIRST TRUCK ROLLS OFF HIGH-VOLUME PRODUCTION LINE (5 MINUTE READ) [8] Tesla's first Semi truck has rolled off the company's new high-volume production line at Gigafactory Nevada. Volume production is now underway for the long-delayed electric truck. The Long Range version of the truck costs $290,000, while the standard version costs roughly $260,000. The Semi is the lowest-priced Class 8 battery electric tractor in the market. 💻 PROGRAMMING, DESIGN & DATA SCIENCE UNIQLO'S GLOBAL CREATIVE DIRECTOR ON DESIGNING "EVERYDAY ICONS" FOR BETTER LIVING (SPONSOR) [9] In this fireside chat [9], Uniqlo's Clare Waight Keller and Notion CEO Ivan Zhao discuss how constraints can fuel creativity—and what it takes to design intentional, enduring objects at scale. Keller also shares her shift from high-craft luxury to everyday essentials. Dive into the session [9] BUILD PROGRAMMATIC AGENTS WITH THE CURSOR SDK (6 MINUTE READ) [10] The Cursor SDK allows developers to build agents with the same runtime, harness, and models that power Cursor. It makes the agents that run the Cursor desktop app, CLI, and web app accessible with a few lines of TypeScript. The SDK can be run locally or on Cursor's cloud with a dedicated VM and any frontier model. The Cursor SDK is available in public beta for all users. LINK CLI (GITHUB REPO) [11] Link CLI enables agents to complete purchases on users' behalf without ever storing their real card details by obtaining secure, one-time-use payment credentials from a Link wallet. Users' payment credentials are never exposed. Link can be configured so that every request generates a push notification or email to the user for approval. 🎁 MISCELLANEOUS THE $112 BILLION QUARTER (4 MINUTE READ) [12] Google, Amazon, and Microsoft reported a combined capital expenditure of $112 billion in Q1. Google is now outspending Microsoft on capex, and the gap is widening. The Bank of America has forecasted that hyperscaler debt issuance will hit $175 billion in 2026. The hyperscaler that owns the model layer will grow the fastest. PAYPAL'S NEW CEO MAKES VENMO A STANDALONE BUSINESS UNIT AS POTENTIAL BUYERS CIRCLE (4 MINUTE READ) [13] Venmo is being separated into its own standalone unit. PayPal is facing takeover interest, and Venmo is considered the company's most valuable and most acquirable asset. The separation will make it easier to track Venmo's progress or potentially sell the business to another company. PayPal is looking to recruit a digital banking executive to run the new Venmo segment. ⚡ QUICK LINKS THE SEARCH ENGINE APIS TRUSTED BY NVIDIA, AHREFS, AND KPMG (SPONSOR) [14] Access real-time search engine data in structured JSON. Build faster with one API for Google Search, Maps, Shopping, and other search engines, including Amazon, Walmart, and Bing. Check all available APIs [14] WHITE HOUSE OPPOSES ANTHROPIC'S PLAN TO EXPAND ACCESS TO MYTHOS MODEL (4 MINUTE READ) [15] Officials say they oppose the move due to concerns about security, and some are also worried that Anthropic won't have enough computing power to serve more entities without hampering the government's ability to use its services effectively. APPLE HAS GIVEN UP ON THE VISION PRO AFTER M5 REFRESH FLOP (2 MINUTE READ) [16] Apple has reportedly stopped work on the Vision Pro, and the Vision Pro team has been redistributed to other teams within the company. AGENTS CAN NOW CREATE CLOUDFLARE ACCOUNTS, BUY DOMAINS, AND DEPLOY (6 MINUTE READ) [17] Humans can be in the loop to grant permission and accept terms of service, but no human steps are otherwise required from start to finish. BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK) [18] TLDR is looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Our curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more. GITHUB IS SINKING (3 MINUTE READ) [19] With the introduction of Copilot, GitHub is now effectively DDoS-ing itself with slop. ZIG HAS ONE OF THE MOST STRINGENT ANTI-LLM POLICIES OF ANY MAJOR OPEN SOURCE PROJECT (3 MINUTE READ) [20] Zig doesn't allow large language models for issues, pull requests, or comments on the bug tracker. AMAZON CHIPS NO LONGER JUST A SIDE DISH, THEY'RE A $20B BIZ (5 MINUTE READ) [21] Amazon is now one of the top three data center chip businesses in the world. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Clipping is where long-form video is broken into short 30-60 second segments for distribution on social platforms. It’s driving massive reach ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [HighLevel] [4] TLDR MARKETING 2026-04-29 YOUR MARKETING STACK HAS EATEN YOUR MARKETING BUDGET (SPONSOR)  [4] Count how many tools you used to launch your last campaign: CRM, email, funnel builder, booking app, SMS platform, AI assistant…are clients paying for your work, or your stack? HighLevel [4] collapses it all into one platform where AI handles the busywork from lead capture to follow-up. And agencies can white-label it and resell it as their own solution. If your ops budget is a long list of overlapping SaaS products, HighLevel [4] is worth a look. It's already generated 7.3B leads and facilitated $5.2B in sales. SIGN UP FOR YOUR FREE 14-DAY TRIAL [4] 📱 NEWS & TRENDS CLIPPING IS A SHOO-IN MEDIA TREND OF THE YEAR (3 MINUTE READ) [5] Clipping is where long-form video is broken into short 30-60 second segments for distribution on social platforms. It's driving massive reach, with some podcasts and creators gaining far more influence through clips than through their original full-length content. A growing ecosystem of paid “clippers” now distributes and amplifies these snippets, sometimes earning significant income based on performance. While it started as a way to promote longer content, clipping is increasingly becoming the main product itself. HOW CEOS VIEW CMOS (3 MINUTE READ) [6] A survey of 150 US CEOs found that the CEO-CMO relationship is stronger than ever, but performance expectations are outpacing delivery. 60% of CEOs now classify marketing as a cost center, nearly double last year's 35%, and top CMO ratings declined from the previous 2 years. The core tension is that CEOs want revenue impact and financial accountability while many CMOs still report in marketing terms rather than business outcomes. CMOs also face a unique pressure point around AI, being held 4x more accountable for AI ROI than any other C-suite executive. 🚀 STRATEGIES & TACTICS SEO & AI TIP: OPTIMIZING FOR FREE VS. PAID CHATGPT (2 MINUTE READ) [7] Free and paid ChatGPT operate as different systems, so your brand can appear with conflicting answers depending on the user tier. In one test, the free version ignored real search results and fabricated a 90 to 91 degree forecast, while the paid version used a structured data tool to return an accurate 68 degree result. This creates a targeting problem since B2B buyers often use paid tools while consumers rely on free ones, meaning your effective AI presence depends on your audience mix. Audit both tiers by running identical prompts and comparing outputs to map the true exposure surface. Measurement needs to align with the tier your ICP uses, or reporting will reflect a version of reality your customers never see. HOW ONE RETAILER USED AI TO TURN ‘OUT-OF-STOCK' INTO IN-STORE TRAFFIC (3 MINUTE READ) [8] The Salvation Army ran a retail campaign that advertised recently sold, one-of-a-kind thrift items rather than available stock, using scarcity and FOMO to drive store visits. Gemini evaluated thousands of product photos across the nationwide inventory while image generator Nano Banana transformed basic stock images into editorial-quality creative. The hyperlocal campaign targeted specific ZIP codes near stores through Google's Demand Gen, serving custom imagery across YouTube, Discover, Gmail, and the Display Network. In its first 30 days, the campaign achieved an $11 cost per store visit, outperforming the industry benchmark by 138%, with over 58% of clicks leading to in-store searches. 🧑‍💻 RESOURCES & TOOLS METRICOOL: THE SOCIAL MEDIA SCHOOL (COURSE) [9] Metricool's Social Media School is a free, self-paced online course with 6 modules that teach end-to-end social media management. It covers platform fundamentals, content strategy, and advanced topics like AI and influencer marketing. The focus is on practical, job-ready skills, including how to build a full social media strategy using real workflows and tools like Metricool. CONTENT MARKETING IN A POST-SEO WORLD (WEBINAR) [10] Amanda Natividad and Matt Lerner are breaking down “zero-click content” and why it matters on April 30. The session will cover how to create content that builds awareness without relying on traffic, how to measure success, and what founders should prioritize right now. 🎁 MISCELLANEOUS DUDE PERFECT WANTS TO GRADUATE BEYOND BEING A "CREATOR COMPANY" (3 MINUTE READ) [11] Dude Perfect is positioning itself as a media company rather than a creator business, with its CEO noting that partnerships now resemble sports sponsorships and long-term brand affiliations rather than one-off sponsored posts. More than half of the company's content is now consumed on TV screens through YouTube, and 80% of viewing happens with kids and parents together, making it one of the few digital properties that reliably reaches family units. The company is expanding beyond its original five performers by launching new channels and developing owned IP and formats. LOOKING FOR THE “I” ON THE INTERNET (5 MINUTE READ) [12] “Frictionmaxxing” is the trend of reintroducing intentional inconvenience into an overly smooth digital life. It pushes back on a frictionless internet where saving, scrolling, and consuming happen automatically. The concept highlights the impulse to collect online fragments, from memes to videos to aesthetic references, most of which are never revisited. This accumulation turns users into informal archivists shaped by algorithms and overload, raising questions about identity in a system built on saving without return. HOW AMAZON USES LLMS TO RECOMMEND PRODUCTS (10 MINUTE READ) [13] Amazon's COSMO system tackles a fundamental limitation in product search by teaching recommendation engines why people buy things, not just what they buy. The team fed millions of purchase behavior pairs into large language models, then built a multi-stage pipeline to filter out the roughly 65%-91% of outputs that were circular, generic, or trivially obvious. A smaller instruction-tuned model called COSMO-LM now generates fresh commonsense knowledge on the fly at a fraction of the original inference cost. A/B tests showed a 0.7% lift in product sales and 8% increase in navigation engagement on just 10% of US traffic. Amazon projects billions in potential revenue if extended across all traffic. ⚡ QUICK LINKS THE CONFUSION MATRIX IN A/B TESTING (1 MINUTE READ) [14] Focus on power and validation for A/B tests, rather than significance alone, to maximize true results and minimize false ones. THE ANATOMY OF AN ELITE HOMEPAGE HERO (2 MINUTE READ) [15] 11 reasons why tl;dv's homepage hero hits all the right notes. VAGUE PROMPT VS. CREATIVE DIRECTION (1 MINUTE READ) [16] A side-by-side comparison of how creative direction produces stronger AI visuals than generic prompts. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=a36a4224-43af-11f1-9318-c7853b7cb24b&pt=campaign&t=1777461897&s=600a7ce4e75db6cc80db3715af36bfba209ce95f13ba476b8a7f38d20840e296 [4] https://www.gohighlevel.com/?fp_ref=qhws5g [5] https://mediacat.uk/clipping-is-a-shoo-in-media-trend-of-the-year/?utm_source=tldrmarketing [6] https://www.smartbrief.com/original/how-ceos-view-cmos?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/danielhinckley_seo-ai-tip-free-chatgpt-and-paid-chatgpt-share-7454886502737747968-Xqyt?utm_source=tldrmarketing [8] https://business.google.com/us/think/ai-excellence/salvation-army-ai-retail-campaign/?utm_source=tldrmarketing [9] https://metricool.com/social-media-course?utm_source=tldrmarketing [10] https://luma.com/1v3hqg5t?utm_source=tldrmarketing [11] https://mikeshields.substack.com/p/dude-perfect-wants-to-graduate-beyond?utm_source=tldrmarketing [12] https://morningfyi.substack.com/p/looking-for-the-i-on-the-internet?utm_source=tldrmarketing [13] https://blog.bytebytego.com/p/how-amazon-uses-llms-to-recommend?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/nilsstotz_experimentation-abtesting-activity-7453344630655533057-0GIB?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/clemence-lepers_i-swear-this-homepage-is-free-therapy-share-7453193641172393984-p2LO/?utm_source=tldrmarketing [16] https://threadreaderapp.com/thread/2048820485123870776.html?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=a36a4224-43af-11f1-9318-c7853b7cb24b&pt=campaign&pv=4&spa=1777460453&t=1777461897&s=57a94aff872bc67a566b1c1e5ed87c4f0df4b251bb14f07a415bf19d3733cd6f

Elon Musk says that OpenAI's pivot from a charity to a for-profit business is wrong and sets a concerning precedent for other philanthropic efforts ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Plaid] [4] TLDR 2026-04-29 HOW TEAMS LIKE GOFUNDME AND H&R BLOCK MOVE MONEY FORWARD: FREE EBOOK (SPONSOR) [4] Behind every seamless payment, secure connection, and fraud check is a system designed to improve financial experiences. Plaid's new eBook [4] looks at the ways that shows up in practice: * GOFUNDME reimagines charitable giving with a modern, fee-free donor-advised fund * H&R BLOCK helps customers improve financial habits with personalized savings tools * HEALTHEQUITY embeds security without adding friction to the member experience * GEMINI helps customers seamlessly onboard and connect to crypto  Get your copy [4] to learn how these teams are moving faster and building better financial experiences with Plaid. 📖 Read the stories [4] 📱 BIG TECH & STARTUPS MUSK TESTIFIES HE'S SUING OPENAI TO STOP ALTMAN'S ‘LOOTING' (8 MINUTE READ) [5] Elon Musk says that OpenAI's pivot from a charity to a for-profit business is wrong and sets a concerning precedent for other philanthropic efforts. He is suing OpenAI and its co-founders, seeking the unwinding of the for-profit restructuring of OpenAI. Musk says he felt that OpenAI's founders took advantage of his money, reputation, and guidance to get the startup off the ground, only to abandon its public-focused principles and capitalize on the project for their own benefit. OpenAI's attorneys say that the lawsuit is primarily an attempt to undermine a top competitor to Musk's own AI company. OPENAI BRINGS ITS MODELS TO AMAZON'S CLOUD AFTER ENDING EXCLUSIVITY WITH MICROSOFT (3 MINUTE READ) [6] OpenAI's models will be available via Amazon Web Services in the next few weeks. AWS customers will be able to experiment with OpenAI's models and its Codex agent through Amazon Bedrock. A new service called Amazon Bedrock Managed Agents powered by OpenAI will enable customers to construct sophisticated, customized agents with memory of previous interactions. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY CURIOUS CASES OF FINANCIAL ENGINEERING IN BIOTECH (32 MINUTE READ) [7] Finance doesn't really make drug development easier. However, it does make failure more survivable. Financialization is just the process of making implicit economic relationships explicit and tradable. Having more liquid markets for biotech risk is almost certainly better than having fewer. The industry being willing to fund biology that's expensive and likely to fail could result in more discoveries that change the world. ANTIBIOTICS ARE AN ECONOMIC FAILURE (17 MINUTE READ) [8] The discovery of antibiotics enabled many of our modern medical procedures, including many routine surgeries and immunosuppressant treatments such as chemotherapy. Antibiotic resistance is considered to be one of the greatest public health threats to humanity. If a new antibiotic entered the market, it would either be used as a last line of defense, which means few doses would be sold, or it would be widely used until resistance developed again, after which sales would drop. Antibiotics are only used for a few days, so there's little profit potential. These factors mean there's less money in developing and selling antibiotics compared to drugs for chronic diseases. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE TRUST PROBLEM WITH AI AGENTS (SPONSOR) [9] You've felt it: a file changed, a dependency added, and you didn't ask for either. Opacity, scope creep, and no shared reasoning are killing developer trust in AI agents. Join the waitlist [10] and follow the 5-part series. [11] LONG-RUNNING AGENTS (26 MINUTE READ) [12] Long-running agents can keep making progress over time across many context windows and sandboxes. They can recover from failure, leave structural artifacts behind, and resume where they left off. This post looks at the current state of long-running agents and explains how an engineer can use long-running agents today without writing the whole thing from scratch. GITHUB ACTIONS IS THE WEAKEST LINK (14 MINUTE READ) [13] Almost every open source supply chain incident from the past eighteen months involves GitHub Actions features behaving exactly as documented. Actions is basically a package manager with no lockfile, no integrity hashes, and no transitive visibility. The whole product is a collection of features that are convenient, but very easy to assemble into something dangerous. GitHub plans to add fixes, but the company says that changing the defaults will break existing workflows. 🎁 MISCELLANEOUS SOFTWARE IS EATING THE WORLD (BUT ACTUALLY THIS TIME) (32 MINUTE READ) [14] Software ate distribution, but most of the work was still done by humans. AI changes that - the work is now becoming software. Agents can read, reason, call tools, verify, revise, and perform long-running tasks. As models commoditize, the apps that capture messy operational data will be the ones to improve fastest and defend their position longest. HOW CHATGPT SERVES ADS (5 MINUTE READ) [15] OpenAI's ad platform has two halves. The ChatGPT back end injects structured objects into the conversation while the model is responding. On the merchant side, a tracking SDK runs in the visitor's browser and reports product views back to OpenAI. These two parts are tied together by Fernet-encrypted click tokens. This post explains each part of the distribution loop in detail. ⚡ QUICK LINKS THE TRUST PROBLEM WITH AI AGENTS (SPONSOR) [9] You've felt it: changes you didn't request. Opacity, scope creep, and missing reasoning erode trust in AI agents. This 5-part series explores fixes — join the waitlist [10] and follow along today now. [11] BEFORE GITHUB (15 MINUTE READ) [16] Open source was a much smaller world before GitHub, and projects had to run their own infrastructure. GHOSTTY IS LEAVING GITHUB (4 MINUTE READ) [17] GitHub outages have gotten so common that they are negatively impacting developers' ability to work. WARP (GITHUB REPO) [18] The new open-source Warp repository is funded by OpenAI, and the new agentic management workflows are powered by GPT models. BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK) [19] TLDR is looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Our curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [20]. AI REWARDS STRICT APIS (4 MINUTE READ) [21] AI agents struggle with ambiguity, so strict APIs are an important advantage. A NEW TYPE OF NEUROPLASTICITY REWIRES THE BRAIN AFTER A SINGLE EXPERIENCE (16 MINUTE READ) [22] Behavioral timescale synaptic plasticity is a type of learning in the hippocampus that may help the brain learn in a single attempt. ARE PREDICTION MARKETS GOOD FOR ANYTHING? (32 MINUTE READ) [23] Despite their founders calling them 'truth machines', prediction markets are overwhelmingly in service to their traders, not the seekers of truth. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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AEO content needs to be far more specific and structured than traditional SEO pages. Instead of broad guides, it should target precise queries ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Contentful] [4] TLDR MARKETING 2026-04-28 MARKETERS—YOU KNOW THAT MOMENT WHEN YOUR CONTENT JUST WORKS? (SPONSOR) [4] When you crush a viral trend before 10am…? When one tiny tweak to a landing page sends click-through rates through the roof…? When personalization actually feels easy for once…? That's Contentful. We take the chaos out of content—so your team can focus on what works. Come get the feels at Contentful.com [4] 📱 NEWS & TRENDS THE AI SKILLS SALARY PREMIUM (4 MINUTE READ) [5] The SEO job market has quietly repriced around AI skills. Roles with AI in the title pay about 27% more at the median. Jobs that mention AI in the description still pay about 25% more, around $100K vs. $80K. Most of this demand is hidden. Only 15.5% of postings include AI in the title, but 59.5% require it in the description. That means 4 out of 5 higher-paying roles are missed if you filter by title alone. The premium shows up at mid-level and above. At senior levels, AI is expected, not optional. ALL THINGS CREATOR MARKETING WITH KAY HSU (3 MINUTE READ) [6] Creator marketing is growing fast, with US ad spend rising 4X faster than the rest of media. People skip traditional ads but spend hours with creators they trust. That makes execution critical. Creators should be involved early to shape the idea, not added at the end. Brands should use their voice and storytelling, not treat them like ad space. Teams also need to fund both proven plays and real experiments, not just label things as tests. Podcasts are a key format, especially video, where 36% of listeners are more likely to trust ads than on social media. 🚀 STRATEGIES & TACTICS HOW TO MEASURE YOUR SITE'S TOPICAL AUTHORITY (2 MINUTE READ) [7] Topical authority is a site-level signal that can outweigh page quality in rankings. Google uses signals like siteFocusScore and siteRadius to evaluate how tightly a site's content clusters around a topic. Off-topic pages can weaken performance even if core pages are strong. Sites that stay tightly focused outperform those with drift because they present a clearer authority signal to ranking systems. It's important to audit all pages, identify outliers, and prune or redirect low-relevance content to improve focus and reduce drift. More content is not better, since unfocused expansion can dilute authority and hurt visibility. 7 AEO BEST PRACTICES USED AT HUBSPOT (1 MINUTE READ) [8] AEO content needs to be far more specific and structured than traditional SEO pages. Instead of broad guides, it should target precise queries with clear context. The answer should come first, followed by supporting details and examples. Structure matters throughout, with headers, bullets, and sections that can stand alone since answer engines pull small chunks of text. FAQs help capture conversational follow-ups. Original data or insights increase the chance of being cited. Every section should tie back to the product so that relevance is clear. Schema markup helps machines interpret the page. Each section must work independently because AI models may only surface fragments, not the full page. 🧑‍💻 RESOURCES & TOOLS AI LAB 1.1: EVERY IMAGE MODEL, ONE DESKTOP WORKSPACE (SPONSOR) [9] Use the most powerful AI image models within a visual flow that lets you draw & annotate directly on images, compare results side by side, and keep projects clearly separated. Curious? Watch tutorials [10] to see how it works, or download now to get started for free [9] 110 FREE AGENT SKILLS (WEBSITE) [11] Agent skills are markdown files that give your AI assistant context about specific frameworks, APIs, and workflows. This website provides 110 usable skills to optimize workflows, marketing tasks, and more. The skills are compatible with major agentic tools, including Claude Code and Copilot. 5-DAY AI AGENTS: INTENSIVE VIBE CODING COURSE WITH GOOGLE (FREE COURSE) [12] Google and Kaggle are bringing back their free 5-Day AI Agents Intensive Course, updated with new content focused on "vibe coding" workflows that use natural language as the primary programming interface. The course runs from June 15-19 and covers building autonomous agents with memory, tool integration, multi-agent systems, and cloud deployment. 🎁 MISCELLANEOUS LET'S BE REAL: NO ONE MAKES DATA-DRIVEN DECISIONS (4 MINUTE READ) [13] The idea of “data-driven decisions” is mostly a myth. People don't rely on data alone. They use it to justify choices already shaped by emotion and bias. Emotions are not a flaw. They're necessary to make decisions at all. Data still plays a role, but it needs interpretation. That process is never neutral. It's shaped by experience, assumptions, and what we want to be true. The real skill is not removing emotion. It's recognizing how it influences what we trust and decide. SPOTIFY'S NEXT FRONTIER: FITNESS CONTENT (2 MINUTE READ) [14] Spotify is expanding into fitness by turning its platform from a place for workout music into a place for full workouts. It launched a new Fitness hub with video and audio classes from wellness creators and a partnership with Peloton, adding over 1,400 on-demand classes for Premium users. The move builds on existing behavior - nearly 70% of Premium users already work out monthly and there are over 150M fitness playlists on the platform. PINTEREST IS READY FOR ITS CTV DEBUT (3 MINUTE READ) [15] Pinterest announced that advertisers can now use its audience data for connected TV ad targeting. This is the first time Pinterest users have been retargetable outside the platform itself. Initial performance tests were strong, with Pinterest audiences delivering 27% better outcomes per $100 of ad spend than other third-party segments. ⚡ QUICK LINKS X OFFICIALLY LAUNCHES X CHAT (2 MINUTE READ) [16] The X Chat app is now available for iOS, providing a dedicated home for X DMs. STUDY FINDS A THIRD OF NEW WEBSITES ARE AI-GENERATED (3 MINUTE READ) [17] 35% of new websites are AI-generated or AI-assisted. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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OpenAI plans to launch its first phone in 2028. The company is working with MediaTek and Qualcomm to develop smartphone processors ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-04-28 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS OPENAI IS MAKING ITS OWN PHONE TO COMPETE WITH THE IPHONE (1 MINUTE READ) [9] OpenAI plans to launch its first phone in 2028. The company is working with MediaTek and Qualcomm to develop smartphone processors. Mass production is expected to start in 2028. Specifications and suppliers are expected to be finalized by late 2026 or Q1 2027. The phone will likely heavily utilize AI agents, making it work and feel very different from current smartphones. APPLE PLANNING TO LAUNCH TWO NEW 'ULTRA' PRODUCTS IN THE NEXT YEAR (1 MINUTE READ) [10] Apple plans to release the iPhone Ultra and the MacBook Ultra in the next year. The iPhone Ultra will be a foldable iPhone that will likely be released alongside the iPhone 17 Pro, despite not being part of the iPhone 18 lineup. The MacBook Ultra will feature an OLED panel and a touch screen. Its release may be pushed back by several months due to memory supply chain shortages. An AirPods Ultra could also be on the way. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY META PLATFORMS ENTERS SOLAR-POWER PACT (3 MINUTE READ) [11] Meta has agreed to purchase up to a gigawatt of solar power from Overview Energy, a startup that aims to deploy satellites capable of providing power to customers on Earth. Overview is working toward an in-space demonstration in 2028. It will target commercial service two years after that. The company is currently developing the satellites along with the production lines to manufacture them. THE WORLD'S MOST COMPLEX MACHINE (22 MINUTE READ) [12] Advanced semiconductors are the most important technology in the world. However, everyone who hopes to manufacture semiconductors is dependent on ASML, a relatively obscure Dutch company. ASML makes the only machines in the world capable of stenciling the transistors onto a chip with the precision necessary to fit billions on a 30-centimeter wafer. This article tells the story of how ASML overtook its competition to become the sole supplier of these machines. 💻 PROGRAMMING, DESIGN & DATA SCIENCE [WEBINAR] HOW TO STOP BABYSITTING YOUR CODING AGENTS (SPONSOR) [13] MCPs give coding agents access to information, not understanding. The engineering teams pulling ahead use a context engine to surface exactly what agents need for every task, so they stay on track without the set up tax or the correction loops. Join live on May 6 (FREE) [13] to see how. TESLA FILES TO DELIVER ELON MUSK'S $56 BILLION PAY PACKAGE – ENDING THE SAGA (4 MINUTE READ) [14] Tesla has filed an S-8 registration statement with the SEC to register 303,960,630 shares of common stock for CEO Elon Musk under his 2018 pay package. The award was contingent on Tesla hitting 12 escalating market cap and operational milestones. It granted Musk options to buy 304 million shares (split-adjusted) at $23.34 per share. Musk must remain CEO or a product development executive at Tesla through to at least 2028 for the shares to vest, and he's required to hold them for five years. SYMPHONY (GITHUB REPO) [15] Symphony allows teams to manage work instead of supervising coding agents. It turns project work into isolated, autonomous implementation runs. The agents complete tasks and provide Proof-of-Work, allowing engineers to work at a higher level. Symphony works best in codebases that have adopted harness engineering. 🎁 MISCELLANEOUS AGENT MEMORY PATTERNS (7 MINUTE READ) [16] This article discusses how to add memory to agents. The three most common types of mutable memory are Files, Memory Blocks, and Skills. Files are for data and knowledge, Memory Blocks are a flat key-value store, and Skills are indexed files that contain data or instructions that are only needed in certain circumstances. Editable memory makes agents extremely powerful. OPENAI AND MICROSOFT REACH DEAL TO GIVE STARTUP NEW FREEDOM (3 MINUTE READ) [17] OpenAI and Microsoft have forged a new deal that gives OpenAI the freedom to partner with anyone, caps the revenue OpenAI must share with Microsoft through 2030, and removes a clause that allowed OpenAI to limit Microsoft's access to its future technology when systems reach the AGI threshold. The relationship between the two companies was strained last year in part because of the control Microsoft had over OpenAI's intellectual property and exclusivity agreements. The revised deal offers greater predictability for the companies. ⚡ QUICK LINKS TRY THE AI THAT MAKES YOUR RAW MEETING NOTES AWESOME FOR 1 MONTH FREE WITH TLDR CODE (SPONSOR) [18] Granola expands on your thoughts to give you awesome meeting notes with no awkward notetaker bot. Now TLDR readers get 1 month free with code [19]: TLDR1MO OPENAI MISSES KEY REVENUE, USER TARGETS IN HIGH-STAKES SPRINT TOWARD IPO (6 MINUTE READ) [20] OpenAI's Chief Financial Officer is worried the company might not be able to pay for future computing contracts if revenue doesn't grow fast enough. CHINA BLOCKS META'S $2 BILLION TAKEOVER OF AI STARTUP MANUS (4 MINUTE READ) [21] China's state planner has told Meta to unwind its $2 billion acquisition of Manus as the sale did not comply with laws and regulations concerning export controls, technology import and exports, and overseas investment. PRODUCTS DO LABS (AND LABS DO PRODUCTS) (10 MINUTE READ) [22] Product companies can do faster, less formal, more product-driven experimentation and research, while labs build products that push and inspire companies to build better, more curated services for consumers. BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK) [23] TLDR is looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Our curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [24]. THE TASK IS NOT THE JOB (13 MINUTE READ) [25] The argument that AI will remove the need for entry-level white-collar workers confuses task automation with the extinction of jobs. MICROSOFT CLAWS AWAY 'THE CLAUSE' AS OPENAI CLAWS BACK SOME INDEPENDENCE (6 MINUTE READ) [26] Microsoft and OpenAI have announced an amended agreement to simplify their partnership and the way they work together. MICROSOFT FINALLY AGREES WINDOWS 11 HAS PROBLEMS, AND K2 IS ITS PLAN TO FIX THEM, CLAIMS REPORT (2 MINUTE READ) [27] The Windows K2 plan involves a marathon of updates introduced over time to fix problems in Windows. THE MOAT OR THE COMMONS (10 MINUTE READ) [28] Open weight models are commoditizing the capability that the American capital-financed AI monopoly was supposed to protect. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [29] Track your referrals here. [30] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [31]. Want to work at TLDR? 💼 APPLY HERE [32], CREATE YOUR OWN ROLE [33] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [34] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [35] & Stephen Flanders [36] Manage your subscriptions [37] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [38]. 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Strong location pages can rank in search, appear in AI answers, support ads, and convert leads. However, most fail due to thin, reusable content ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Picture Instruments] [4] TLDR MARKETING 2026-04-27 DON'T SETTLE FOR "ALMOST THERE" AI IMAGES (SPONSOR) [4] Begging a chatbot to fix weird image artifacts gets old fast. instead, Picture Instruments' desktop app gives you every important AI image model [4] in a visual-first workflow [5] that lets you: * Compare results side by side * Annotate directly on the image without covering the original data * Zoom and get a 1:1 view smoothly * Switch easily between variations No need to download and re-upload files: all assets are stored locally and can be synced via Dropbox or Google Drive.  Create, edit, and iterate with your favorite model or switch between models at will. Download AI Lab and try it for free [4] 📱 NEWS & TRENDS OPENAI HAS TRIPLED THEIR CRAWL OF THE WEB: AN ANALYSIS OF 7B+ LOG FILES (6 MINUTE READ) [6] OpenAI is scaling crawl activity, so brands need to treat AI bots as a discovery channel alongside search. Total crawl volume has tripled since August 2025, while direct user-triggered visits dropped 28%. This signals greater reliance on cached indexes and automated retrieval. Post GPT-5, OpenAI has leaned more on search than training, making real-time visibility more important than static training data inclusion. Crawl behavior varies by industry, requiring vertical-specific optimization. Google still dominates at 18.2B monthly crawl events versus OpenAI's 887M, but OpenAI has grown from 1.38% to 4% of Google's crawl share in a year. AI'S IMPACT ON EARLY-CAREER MARKETERS IS REACHING A CRISIS POINT (5 MINUTE READ) [7] Entry-level marketing roles focused on execution tasks like copywriting and landing page creation are declining as AI can now handle much of this work. Employment among workers aged 22-25 has fallen 16% relative. The broader job market is also cooling, with only 181K jobs added in 2025. Companies are hiring more cautiously and rely on AI to increase productivity instead of expanding teams. 🚀 STRATEGIES & TACTICS HOW TO BUILD LOCATION PAGES THAT RANK, CONVERT, AND GET CITED (11 MINUTE READ) [8] Strong location pages can rank in search, appear in AI answers, support ads, and convert leads. However, most fail due to thin, reusable content. Add real local value through neighborhood details, regional pain points, original photos, clear service areas, and locally specific FAQs that cannot be copied across markets. Testing 30 queries across three AI platforms showed Perplexity citing business sites 73%, ChatGPT using editorial “best of” lists 22%, and Google AI Mode relying heavily on Yelp and Reddit. The key is to combine SEO structure with unique local depth to improve visibility. WHY SNOWFLAKE WINS BEFORE RIVALS START (3 MINUTE READ) [9] Snowflake removes onboarding friction so users can self-serve before sales involvement. Prospects sign up instantly, receive $400 in credits, and run queries in minutes instead of going through 6-9 month enterprise cycles and delayed POCs. Engineers adopt first, which pushes finance and IT to approve Snowflake while it is already in production. Usage expands through built-in scaling as customers add compute and workloads without new contracts. 🧑‍💻 RESOURCES & TOOLS BUILD MARKETING AGENTS IN CLAUDE CODE (WEBINAR) [10] In this webinar, Laura Beaulieu, founder of GrowthLoops.io, will cover what's possible with AI agents, why it matters for your role, and where to start. She'll walk through setting up the CLAUDE.md foundation and how to orchestrate agents together to hand off work like a team. The free webinar will take place on April 28 at 8 AM PT. 6-STEP LEAD SIGNAL SYSTEM (2 MINUTE READ) [11] A signal-based lead system captures intent from website visitors, demo viewers, form fills, ROI tools, downloads, and newsletter signups using RB2B, Navattic, and Surface Labs. All signals flow into Freckle, where they are automatically enriched with firmographic data. ChatGPT then scores each lead against an ICP using this data and website context to filter for fit. Only qualified leads receive phone enrichment to avoid wasted spend, and those leads are routed to sales via Slack with full engagement history. Optional tools like Claude and ElevenLabs can generate personalized microsites or outreach. 🎁 MISCELLANEOUS THE PRODUCT CONTEXT YOU ALREADY BUILT ISN'T DRIVING GROWTH—YET (4 MINUTE READ) [12] Growth slows when teams recreate answers instead of reusing existing knowledge. Repeated questions show where to build templates that combine FAQs and past materials, with AI drafting and teams refining for reuse. This cuts response time from hours to minutes and builds a system that gets stronger with each use. HOW MUSIC MARKETING WORKS (8 MINUTE READ) [13] Modern music marketing is heavily engineered, with teams running fan pages, seeding content, and using algorithm tactics to simulate organic buzz. TikTok and Meta now control distribution more than traditional media, amplifying only select artists. Labels use streaming and engagement data to spot talent, so existing momentum is required before signing. Awareness can be manufactured through these systems, but fandom still depends on an authentic connection with audiences. ⚡ QUICK LINKS GETTING CITATIONS USING SPARKTORO (1 MINUTE READ) [14] Use SparkToro's “Identify Media Outlets” to get links, mentions, and reach. HOW TO GET BIGGER, QUICKER WINS BY OPTIMIZING YOUR TESTING WORKFLOW (5 MINUTE READ) [15] Faster growth comes from fixing the bottleneck in your testing workflow, not from generating more ideas. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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John Ternus will officially begin his tenure as Apple's new CEO on September 1. He will reveal Apple's biggest new product in a decade ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-04-27 YOUR WEEK IS MOSTLY TYPING. IT DOESN'T HAVE TO BE. (SPONSOR) [4] Email backlog. Slack threads. Project updates. AI prompts. Doc edits. Wispr Flow [5] turns your voice into clean, sendable text in any app, so you clear the week 4x faster. * 89% OF MESSAGES SENT WITH ZERO EDITS. Flow strips filler, fixes grammar, and formats as you speak. * WORKS EVERYWHERE YOU WRITE. Gmail, Slack, Notion, Linear, ChatGPT. System-level, no plugins. * EVERY DEVICE. Mac, Windows, iPhone, Android. Start on your laptop, finish on your phone. Millions of people use Flow daily. Teams at OpenAI, Vercel, and Clay. Try Wispr Flow Free [5] | Get Flow [5] 📱 BIG TECH & STARTUPS APPLE'S COOK GIVES TERNUS A PIPELINE OF 10 MAJOR NEW PRODUCT CATEGORIES (11 MINUTE READ) [6] John Ternus will officially begin his tenure as Apple's new CEO on September 1. He will reveal Apple's biggest new product in a decade, the first foldable iPhone, less than two weeks later. Ternus oversaw the engineering and product development of the device, which makes him the perfect person to be the face of the new era of the iPhone. The launch will give the new CEO a tailwind in both buzz and revenue while letting Ternus tout a product that reflects his style. MUSK VIES TO TURN X INTO SUPER APP WITH BANKING TOOL NEAR LAUNCH (8 MINUTE READ) [7] X Money is expected to launch to the public before the end of this month. The banking and payments platform will provide free peer-to-peer transfers, a personalized metal Visa debit card, and an AI concierge that tracks spending and sorts through past transactions. It has some competitive perks, including 3% cash back on eligible purchases and a 6% interest rate on cash savings. X Money still lacks payment licenses in several states. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY TESLA CONFIRMS CYBERCAB WITH NO STEERING WHEEL ENTERS PRODUCTION (2 MINUTE READ) [8] Tesla's Cybercab has officially entered production at the company's Giga Texas production facility outside of Austin. The Cybercab has no steering wheel or pedals. It relies fully on Tesla's advanced vision-only Full Self-Driving system. The start of Cybercab production is a signal that Tesla trusts its progress on Full Self-Driving and that autonomy is near. THE RACE TO MAKE THE WORLD'S MOST IN-DEMAND MACHINE (6 MINUTE READ) [9] Big tech's AI infrastructure buildout depends on a single Dutch company, ASML, which is the world's only supplier of the complex machines needed to make cutting-edge chips at scale. ASML is currently racing to meet the industry-wide surge in demand. It is building new facilities, repurposing existing clean rooms, and working on more advanced machines capable of churning out more chips. It is also hiring more engineers while cutting leadership roles to speed up decision-making. The boom has helped cement ASML's position as Europe's most valuable company. 💻 PROGRAMMING, DESIGN & DATA SCIENCE NEXT.JS LOGS SHOULD TELL YOU WHAT FAILED, WHERE, AND WHY. HERE'S HOW TO WRITE THEM (SPONSOR) [10] Struggling to debug your Next.js apps? This hands-on Sentry workshop [10] covers best practices for logs and tracing. Learn how to write high-context logs, setup querying workflows, and enable distributed tracing. You'll learn how to get full context without switching tools. Save your spot on May 21st [10] AGENTIC ENGINEERING MANAGEMENT (13 MINUTE READ) [11] The role of the Engineering Manager is shifting. It is moving up an abstraction layer, so managers are delegating more managerial tasks to agents and then synthesizing and selecting where to go deeper. Some managers will do the same work with a bigger scope, but others will shift to more high-impact work. The purely operational manager role is at the most risk of being obsolete. Those who center their role on judgment, relationships, and organizational influence will become more valuable. IN THE AI ERA, SHOPIFY IS INVESTING IN JUNIOR ENGINEERS—NOT CUTTING THEM (13 MINUTE READ) [12] Last year, Shopify grew its internship program from roughly 100 interns per year to over 1,000. The company plans to continue the program this year and hire another 1,000 interns. Shopify hires interns to keep the company thinking with fresh eyes and to make sure there are always people questioning the way things are done. The new generation of interns will have grown up with AI - the company wants these types of people to reimagine what it looks like to build with AI. 🎁 MISCELLANEOUS DO I BELONG IN TECH ANYMORE? (11 MINUTE READ) [13] It's understandable why people use AI. People want to use tools that promise quick, convenient solutions to problems. Many people have jobs only to make money to pay rent and medical expenses. AI is just a symptom of a broken system rather than the cause. GOOGLE WILL INVEST AS MUCH AS $40 BILLION IN ANTHROPIC (2 MINUTE READ) [14] Google plans to invest between $10 billion and $40 billion in Anthropic, depending on whether Anthropic meets certain performance targets. Amazon recently invested $5 billion in Anthropic, with an option to further invest based on performance. Both investments value Anthropic at $350 billion. The investments are aimed at helping close the gap between demand and supply of compute for AI training and inference. ⚡ QUICK LINKS SLACK JUST GOT HANDS. (SPONSOR) [15] Viktor is an AI coworker that sends invoices, audits Stripe, debugs checkout, runs AP. Works across 3,000+ tools. 9,000+ teams hired him. Get started for free. [16] TODAY'S HARNESS IS TOMORROW'S PROMPT (3 MINUTE READ) [17] Model capabilities are catching up, making harnesses less of a requirement. WE ARE (STILL) LIVING IN THE LONG BORING (22 MINUTE READ) [18] Civilization-scale technological transformation is extraordinarily rare. THE ERA OF TOKENMAXXING (9 MINUTE READ) [19] Creating a token usage leaderboard incentivizes more AI usage, which means producing a lot more real-world traces that can be used to train next-generation models better. BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK, FULLY REMOTE) [20] We're looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [21]. PALANTIR EMPLOYEES ARE TALKING ABOUT COMPANY'S “DESCENT INTO FASCISM” (13 MINUTE READ) [22] Several recent incidents have caused employees to ask questions in the company's internal Slack - the company responded by removing the conversations. ELON MUSK IS AN UNDERDOG IN HIS $180 BILLION FIGHT AGAINST OPENAI (9 MINUTE READ) [23] If Musk does win, the most likely outcome would be a money award well below the headline figure along with targeted governance fixes and guardrails such as independent board seats, mission-protective covenants, and constraints on licensing intellectual property. THE PODCAST WHERE YOU CAN EAVESDROP ON THE AI ELITE (18 MINUTE READ) [24] Dwarkesh Patel hosts a podcast that averages two million listens per episode featuring guests like Jensen Huang, Mark Zuckerberg, and the most influential AI researchers. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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The “bland tax” is the invisible penalty AI systems apply to generic, repetitive content. When content lacks originality or distinct perspective ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-04-24 BEAT THE Q2 CRUNCH WITH ASANA (SPONSOR) [4] ☀️ Spring is here, the sun is out, and campaign volume is ramping up. Make sure your team is set up for success with the right tools for getting more done. Asana [4] is where marketers hand off their busywork to AI so they can focus on what they were hired to do: creativity and big-picture thinking. You can use Asana [4] to: ⚡ Automate routine tasks: Let AI lighten your load. 🏎️ Accelerate campaign delivery: Launch campaigns 50% faster. 🙌 Scale effortlessly: Manage more projects without the extra stress. ➡️ Try Asana for free—no credit card required [4] 📱 NEWS & TRENDS THE HIDDEN ‘BLAND TAX' THAT COULD ERASE YOUR BRAND FROM AI SEARCH (4 MINUTE READ) [5] The “bland tax” is the invisible penalty AI systems apply to generic, repetitive content. When content lacks originality or distinct perspective, it gets filtered out or absorbed into a single summarized answer, often without attribution. As a result, brand identity disappears, content is treated as low value, and the work may still inform AI outputs without driving visibility or traffic. THE INTERIOR DESIGN OF SOFTWARE (7 MINUTE READ) [6] As AI makes software creation fast and cheap, differentiation shifts to design, which becomes the main driver of attention and product success. Tools like Canva and Figma show this shift, as non-designers now make up about 66% of Figma users and Canva reaches 265M monthly users with about $4B in ARR. AI design tools can generate usable outputs in under 60 seconds, but results often look generic and lack personality. This creates a strategic need for more opinionated design that reflects a clear identity and appeals to a specific audience. Marketing advantage now comes from building products that feel distinct and memorable rather than broadly functional. 🚀 STRATEGIES & TACTICS HOW WE USED CONTACT-LEVEL SIGNALS IN OUR ABM GIFTING STRATEGY (5 MINUTE READ) [7] This campaign targeted high-intent ABM marketers using contact-level engagement signals, then led them through a multi-step gifting experience built around the Oura Ring. First, selected prospects received an invite email framing the offer. After opting in, they were sent a sizing kit along with a brochure containing a QR code. Scanning the code led to a short, self-guided walkthrough that connected biometric signals to buyer intent, reinforcing the product narrative. At the end, recipients could request the ring and optionally book time, but no meeting was required. HOW TO USE CUSTOMER ACQUISITION AND RETENTION GOALS IN GOOGLE ADS (4 MINUTE READ) [8] Upload first-party customer data to build customer match lists and define high-value customers. Use those lists in Google Ads to set higher bid adjustments for acquisition, and review Google's suggested values before applying them. Ensure lists are large enough and enriched with identifiers like email, phone, and address to improve match rates. Separate campaigns by lifecycle stage because bidding rules and messaging differ for new, returning, and lapsed customers. For retention, build lists of lapsed or high-value past customers and use Performance Max to apply higher bids and re-engagement targeting. Check reporting carefully since Google may add conversion value uplift that can inflate ROAS figures. HOW TO BUILD A PODCAST-FIRST CONTENT STRATEGY (5 MINUTE READ) [9] Most B2B brands struggle with content because they depend on founders to write consistently. A podcast-first strategy removes that bottleneck by letting founders speak instead, then feeding that single recording into a repurposing system that produces short-form video, newsletters, infographics, and social posts. This playbook outlines 3 podcast formats suited to different funnel stages, from expert interviews that borrow guest credibility to customer case studies that build trust. It also lays out 6 operational rules and 3 specific workflows for turning episodes into a full content calendar. 🧑‍💻 RESOURCES & TOOLS CHATGPT JUDGES THE PAGE BY ITS COVER. (SPONSOR) [10] AirOps [10] studied 16,851 ChatGPT queries across 10 industries.  * Pages with headlines that directly answer the query get cited 41% of the time. Loosely related? 29%.  * Domain authority predicts nothing.  * The factors driving AI citations aren't what most teams expect. READ THE FULL REPORT [10] TYPELESS TUTORIAL: 2-STEP DICTATION STRATEGY TO WRITE BETTER DOCS (4 MINUTE READ) [11] Typeless is a voice dictation tool that turns spoken thoughts into cleaned text and inserts them into writing apps through a hotkey. The workflow starts by having ChatGPT or Claude generate a rough draft, which is saved as an untouched version. A second working draft is created for edits. Users then read the working draft and speak all feedback into Typeless as a single comment block, covering fixes, missing context, and tone changes. The AI rewrites only the working draft using those comments while preserving the original. Over time, comparing the initial and final drafts is used to extract and refine personal writing rules for future documents. INTRODUCING WORKSPACE AGENTS IN CHATGPT (6 MINUTE READ) [12] Workspace agents are an evolution of GPTs, powered by Codex, and can handle work tasks like reporting, coding, and message responses. They run in the cloud, so they continue working even when you're offline. Teams can build an agent once, share it across an organization, and improve it over time through use. Admin controls and safeguards manage access, data, and approvals while agents automate and coordinate work across teams. BEEHIIV ROLLS OUT NEW CREATOR TOOLS, INCLUDING WEBINARS AND CUSTOMIZABLE PAYWALLS (2 MINUTE READ) [13] The new monetization tools let creators control how much content is free before a subscription prompt appears and offer flexible paid trial structures. 🎁 MISCELLANEOUS RETHINK YOUR PRODUCT DETAIL PAGES (3 MINUTE READ) [14] Product detail pages must now serve three roles at once to stay competitive: rank in search, provide clear answers for AI systems, and define products as structured entities. Large retailers outperform others because they use dense content, which helps match more queries and improve visibility. Many brands underperform in extractable content because they don't clearly answer what the product is, what it does, and who it is for, which limits its inclusion in AI-driven results. The most effective strategy is to combine detailed SEO content, concise FAQ style answers, and consistent product attributes so a single page can drive traffic and appear across multiple discovery systems. WHY WINBACKS ARE ONE OF THE MOST IMPORTANT GROWTH SIGNALS (7 MINUTE READ) [15] Winbacks are a high-signal growth lever because returning customers show proven value and trust. An analysis of nearly 4k companies found that 45% of winbacks happen within 30 days, so marketing should prioritize immediate re-engagement during this window rather than delayed campaigns. Discounting is less important than relevance since only 25% return on a lower plan while 75% return at the same or higher value. Declining companies should use aggressive early outreach, while growing companies can sustain longer-lifecycle winback efforts. ⚡ QUICK LINKS LIVE SEO DASHBOARDS IN CLAUDE (1 MINUTE READ) [16] Build dashboards with your website performance stats or other search data using the new live artifacts feature in Claude Cowork. HOW TO TURN A 30-MIN CALL INTO A CONTENT RESEARCH PIPELINE (1 MINUTE READ) [17] A client call was transcribed with Fathom, then Claude used the transcript plus Ahrefs MCP to extract JTBDs, match keywords, and generate content ideas. 10 THINGS SHAPING THE FUTURE OF ADVERTISING ON PINTEREST (5 MINUTE READ) [18] Pinterest users are over 2X more likely to plan for seasonal moments, giving brands earlier influence over decisions. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=040b6022-3f7d-11f1-947d-097eede08b29&pt=campaign&t=1777029655&s=c7a089f4517cddc2d3c46d5b07ad47b5c860e3b64bd332e012120b91f718ec50 [4] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq1_v3_cstm_cstm_tryforfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-042426 [5] https://searchengineland.com/bland-tax-erase-brand-ai-search-475082?utm_source=tldrmarketing [6] https://www.digitalnative.tech/p/the-interior-design-of-software?utm_source=tldrmarketing [7] https://www.influ2.com/blog/abm-gifting?utm_source=tldrmarketing [8] https://searchengineland.com/google-ads-customer-acquisition-retention-goals-475191?utm_source=tldrmarketing [9] https://pierreherubel.substack.com/p/how-to-build-a-podcast-first-content?utm_source=tldrmarketing [10] https://www.airops.com/lp/the-fan-out-effect-report?utm_source=tldr&utm_medium=paid-newsletter&utm_campaign=NA_en_Ebook_MOF_The-Fanout-Effect-Report_Q2-2026 [11] https://app.therundown.ai/guides/use-this-two-step-dictation-strategy-to-write-better-docs-typeless-tutorial?utm_source=tldrmarketing [12] https://links.tldrnewsletter.com/CAwFej [13] https://techcrunch.com/2026/04/23/beehiiv-rolls-out-new-creator-tools-including-webinars-and-customizable-paywalls/?utm_source=tldrmarketing [14] https://www.practicalecommerce.com/rethink-your-product-detail-pages?utm_source=tldrmarketing [15] https://dataanalysis.substack.com/p/why-winbacks-are-growth-signal?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/anastasia-kotsiubynska_you-can-now-build-live-seo-dashboards-directly-ugcPost-7452672237670809600-_Kg-?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/taylorjosephscher_i-just-turned-a-30-minute-client-call-into-share-7452459797158793216-vplX?utm_source=tldrmarketing [18] https://links.tldrnewsletter.com/HuELlT [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=040b6022-3f7d-11f1-947d-097eede08b29&pt=campaign&pv=4&spa=1777028432&t=1777029655&s=3ae6d63eae2ce2659205a76bc706ec7861bd449f2bb2061da381626785c787fa

DeepSeek has unveiled its V4 Flash and V4 Pro series, which the startup claims have top-tier performance in coding benchmarks ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Dataiku] [4] TLDR 2026-04-24 7 DECISIONS ABOUT AI THAT WILL MAKE OR BREAK A CIO'S CAREER (SPONSOR) [4] For today's CIOs, AI can be a compounding advantage or a compounding liability — and the stakes are incredibly high. According to a Dataiku/Harris Poll survey of 600 enterprise CIOs [4]: * 90% say their career trajectory will be shaped by AI success * 74% believe their role is at risk if measurable gains are not delivered within two years * 82% say employees are building AI agents and apps faster than IT can govern them Respondents also outlined 7 critical decisions that define AI leadership [4]: explainability, agent accountability, provable ROI, and more. Get your copy here → _The 7 Career-Making AI Decisions for CIOs in 2026_ [4] 📱 BIG TECH & STARTUPS DEEPSEEK UNVEILS FLAGSHIP AI MODEL A YEAR AFTER BREAKTHROUGH (6 MINUTE READ) [5] DeepSeek has unveiled its V4 Flash and V4 Pro series, which the startup claims have top-tier performance in coding benchmarks and big advancements in reasoning and agentic tasks. The company says its Hybrid Attention Architecture technique helped improve the ability of AI platforms to remember queries across long conversations. The service capacity for the V4 Pro series is extremely limited due to a computing crunch. However, the pricing for the model is expected to drop significantly after Huawei launches its Ascend 950-powered computing clusters in the second half of this year. OPENAI ANNOUNCES GPT-5.5, ITS LATEST ARTIFICIAL INTELLIGENCE MODEL (3 MINUTE READ) [6] GPT-5.5 is now rolling out to OpenAI's paid subscribers. OpenAI claims the model excels at analyzing data, writing and debugging code, operating software, researching online, and creating documents and spreadsheets. It doesn't cross OpenAI's 'Critical' cybersecurity risk threshold, so it doesn't bring unprecedented new pathways to severe harm, but it does meet the criteria for OpenAI's 'High' risk classification, which means the model could amplify existing pathways to severe harm. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY A HUNDRED ROBOTS ARE RUNNING A BIO LAB (11 MINUTE READ) [7] Medra is a company that runs physical AI scientists governed by software that lets them operate lab instruments the way a trained human would. The company has opened a 38,000 square foot warehouse in San Francisco to automate biotech tasks for customers. Medra currently has five customers scheduled to run experiments across its robot army. Customers own their experimental data, but Medra retains the process knowledge. STARTUP CLAIMS IT SUCCESSFULLY GREW HUMAN SPERM IN A DISH FOR THE FIRST TIME TO HELP INFERTILE MEN (10 MINUTE READ) [8] Utah-based startup Paterna Biosciences claims it has successfully grown functional human sperm in a dish. The startup says it has even used these engineered cells to create visibly healthy-looking embryos. Paterna's team extracted sperm-making stem cells, placed them in a lab dish, and used computer models to calculate the exact chemical signals the cells needed to thrive. The procedure aims to recreate a healthy environment in the lab, then use the cultured mature sperm for fertilization. 💻 PROGRAMMING, DESIGN & DATA SCIENCE BECOME A CURATOR FOR TLDR AI (3-5 HRS/WEEK, FULLY REMOTE) [9] We're looking for an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [10]. ‘TOKENMAXXING' AS A WEIRD NEW TREND (12 MINUTE READ) [11] Companies are turning token usage into a benchmark for productivity and a competitive measure of who is most AI native. This is causing workers to maximize their prompts, coding sessions, and the number of agents working in parallel to climb internal rankings. This 'tokenmaxxing' behavior is burning massive amounts of tokens for little to no outcome, causing outages due to AI overuse, and producing throwaway, wasteful work. The metric can be easily gamed, and the outcome is just a massive AI bill. AN UPDATE ON RECENT CLAUDE CODE QUALITY REPORTS (11 MINUTE READ) [12] There have been reports over the past month that Claude's responses have worsened for some users. Anthropic traced these reports to three separate changes that affected Claude Code, the Claude Agent SDK, and Claude Cowork. The API was not impacted. Anthropic resolved these issues on April 20. This post explains what Anthropic found, what the company fixed, and what it will do differently from now to ensure similar issues will be much less likely to happen again. 🎁 MISCELLANEOUS MICROSOFT OFFERS ITS FIRST EVER BUYOUTS TO SHAPE WORKFORCE AROUND AI PUSH (5 MINUTE READ) [13] Microsoft is offering long-tenured employees voluntary buyouts. The voluntary retirement program is part of a broader shift by the company to alter its performance system and how it awards bonuses and stock options. It is only being offered to a small percentage of long-serving employees in the US. To be eligible, employees must be at a senior director level or below, and their years of employment and age must add up to at least 70. META WILL CUT 10% OF WORKFORCE AS COMPANY PUSHES DEEPER INTO AI (3 MINUTE READ) [14] Meta plans to lay off around 8,000 employees beginning on May 20. The company says the job reductions are necessary to improve efficiency as it focuses its efforts on generative AI. Meta's annual report in January indicated that it had a global workforce of 78,865 employees as of December 31. Job cuts are picking up across the tech sector due to the AI boom. ⚡ QUICK LINKS TYPESENSE [GITHUB REPO]: OPEN SOURCE SEARCH THAT JUST WORKS (SPONSOR) [15] Need search that goes beyond keywords? Typesense has built-in semantic search, vector search, and typo tolerance. Free to self-host or fully managed on Typesense Cloud. 25k+ GitHub stars. Star on GitHub [16] INSTAGRAM ‘INSTANTS' APP LAUNCHES ON ANDROID, AND IT'S BASICALLY SNAPCHAT (2 MINUTE READ) [17] The Instants app lets users log in with their Instagram accounts and share moments with friends that disappear 24 hours later. ELON MUSK AND SAM ALTMAN'S EPIC FIGHT HEADS TO COURT (3 MINUTE READ) [18] Elon Musk is asking for more than $150 billion in damages from OpenAI and Microsoft, for Sam Altman to be removed from OpenAI's board, and to unravel the shift OpenAI recently made to operate as a for-profit company. DESIGNING FOR AGENTS (15 MINUTE READ) [19] UI isn't dying, because humans will still use software, but soon, 80% of interaction with software will be through agents, which changes not only what needs to be built, but how that is built. THE END OF RESPONSIVE IMAGES (23 MINUTE READ) [20] The 'auto' string at the start of a 'sizes' attribute will tell any browser with support for it to figure out the image size itself. CODING IS A META-TASK (2 MINUTE READ) [21] Coding is fundamentally a structured type of problem-solving, so when models get better at coding, they get better at solving all other kinds of problems too. I AM BUILDING A CLOUD (10 MINUTE READ) [22] exe.dev addresses the VM resource isolation problem: instead of provisioning individual VMs, users get CPU and memory and run the VMs they want. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. 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Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=2cbc3a0c-3fbc-11f1-b55b-6db1e1c88565&pt=campaign&t=1777025939&s=252fe6042584bc19aa3f7707d8c85b9b7c62a530e2a367bdf07bdd37985888b4 [4] https://pages.dataiku.com/cio-ai-decisions?utm_source=tldr&utm_medium=paid_email&utm_campaign=glo_content_cio_decisions_survey_report_feb_2026&utm_content=tech_primary&utm_geo=glo [5] https://links.tldrnewsletter.com/tORX1k [6] https://www.cnbc.com/2026/04/23/openai-announces-latest-artificial-intelligence-model.html?utm_source=tldrnewsletter [7] https://www.corememory.com/p/a-hundred-robots-are-running-a-bio-medra-michelle-lee?utm_source=tldrnewsletter [8] https://www.zmescience.com/science/news-science/human-sperm-grown-dish-22/?utm_source=tldrnewsletter [9] https://jobs.ashbyhq.com/tldr.tech/038c4419-5b48-4279-a75e-6f7a0afdb240?utm_source=tldrnewsletter [10] https://jobs.ashbyhq.com/tldr.tech/038c4419-5b48-4279-a75e-6f7a0afdb240 [11] https://blog.pragmaticengineer.com/the-pulse-tokenmaxxing-as-a-weird-new-trend/?utm_source=tldrnewsletter [12] https://www.anthropic.com/engineering/april-23-postmortem?utm_source=tldrnewsletter [13] https://links.tldrnewsletter.com/jzlqwz [14] https://www.cnbc.com/2026/04/23/meta-will-cut-10percent-of-workforce-as-it-pushes-more-into-ai.html?utm_source=tldrnewsletter [15] https://fandf.co/4tWil2s?utm_source=tldrnewsletter [16] https://fandf.co/4tWil2s [17] https://9to5google.com/2026/04/23/instagram-instants-app-launches-on-android-and-its-basically-snapchat/?utm_source=tldrnewsletter [18] https://links.tldrnewsletter.com/HAhXpn [19] https://links.tldrnewsletter.com/1pNtDk [20] https://piccalil.li/blog/the-end-of-responsive-images/?ref=main-rss-feed&utm_source=tldrnewsletter [21] https://danielmiessler.com/blog/coding-is-a-meta-task?utm_source=tldrnewsletter [22] https://crawshaw.io/blog/building-a-cloud?utm_source=tldrnewsletter [23] https://refer.tldr.tech/420aa5da/ [24] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [25] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [26] https://jobs.ashbyhq.com/tldr.tech [27] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [28] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [29] https://twitter.com/tldrdan [30] https://twitter.com/SteveFlanders22 [31] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [32] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=2cbc3a0c-3fbc-11f1-b55b-6db1e1c88565&pt=campaign&pv=4&spa=1777024827&t=1777025939&s=2a0278ba78d7b13e0df070543641f04fbfd6a414067e535b294f6f9f8f948d75

Agents are becoming the primary “users,” so marketing and product strategy must shift from persuading humans to serving machine evaluation ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Automattic] [4] TLDR MARKETING 2026-04-23 AI AGENTS NOW DECIDE WHAT GETS FOUND. IS YOUR SITE READY? (SPONSOR) [4] AEO is the new SEO, and most sites aren't built for it. WordPress.com is. [4] * Server-rendered pages AI crawlers can actually read * Auto-generated sitemaps, no setup needed * Clean URLs and semantic markup out of the box * Plugins, newsletters, SEO, and analytics built in * Managed hosting, security, and expert support Whether you're building with AI or trying to get found by AI, WordPress.com is ready to support you. [4] 📱 NEWS & TRENDS THE PROBLEM WITH MUCH AI-POWERED ADVERTISING IS THAT IT'S MEANINGLESS (4 MINUTE READ) [5] Audiences are not tired of ads, they're tired of meaningless content. AI is making this worse by flooding channels with low-value output. The issue isn't ad fatigue, it's weak creative repeated too often. Most ads lack emotion, so more exposure drives indifference. Marketers respond with more content, which worsens the problem. EU TARGETS GOOGLE WITH DATA-SHARING MANDATE (2 MINUTE READ) [6] EU regulators plan to force Google to share search data to boost competition and improve rival ad and search performance. The policy allows access to queries, rankings, clicks, and anonymized user signals for at least five years, which can help competitors and AI platforms better target intent and refine results. Pricing must be cost-based and non-discriminatory, though large platforms with over 45 million users or $75B market cap may pay a margin. Google keeps its search index, which preserves a key advantage in relevance and ad monetization. The move signals tighter control under the Digital Markets Act and could reshape how marketers access search insights and compete for visibility. 🚀 STRATEGIES & TACTICS AIROPS WORKFLOW FOR CONTENT BRIEFING (2 MINUTE READ) [7] This workflow takes a keyword, pain point, funnel stage, and brand inputs, then generates a SERP-informed and ICP-focused brief. It maps search intent and builds a clear structure with narrative direction and section guidance. The output is tailored for human or AI-assisted workflows, and delivered automatically. This ensures content is grounded in data and audience needs, not guesswork. COPYWRITING TIP: HOW TO OUTMANOEUVRE COMPETITORS WITHOUT RAISING YOUR VOICE (6 MINUTE READ) [8] Directly addressing competitors can attract attention and position a brand as the authority while making the real audience feel like insiders. A calm and generous tone lowers resistance, then facts correct competitor claims and frame the message as helpful information instead of an attack. Reframing comparisons is critical, since shifting from selective metrics to total cost or real usage can expose hidden disadvantages. Clear data, such as side-by-side pricing, makes claims more credible and easier to accept. Admitting a competitor's real advantage builds trust and strengthens every other argument. 🧑‍💻 RESOURCES & TOOLS TIRED OF USING CHAT INTERFACES TO GENERATE AI IMAGES? TRY THIS VISUAL FLOW INSTEAD (SPONSOR) [9] Use the most powerful AI image models within a visual flow that lets you draw & annotate directly on images, compare results side by side, and keep projects clearly separated. Curious? Watch tutorials [10] to see how it works, or download now to get started for free [9] HOW THE BEST MARKETING TEAMS THINK ABOUT CUSTOMER ENGAGEMENT (WEBINAR) [11] Reducing churn is often more impactful than generating new leads. This webinar will break down how top teams use multi-channel strategies across email, SMS, push, and in-app messaging, triggered by real customer behavior. Speakers from Customer.io, Notion, and Monarch will share examples, including how to choose the right channels and use AI without losing personalization. The session will take place on May 1 at 9 AM PDT. QUERY YOUR NETWORK. CLAUDE > WHO-DO-I-KNOW (TOOL) [12] This tool turns your LinkedIn network into an AI-searchable graph that Claude can reason over. It syncs and enriches your connections with full career histories, skills, and job changes, then lets you query it in natural language through an MCP integration. You can run complex searches or paste a job description and receive ranked matches with explanations. It also supports sharing access via API keys so others can query a network. It is still in early testing, so access is required and rollout is limited. 🎁 MISCELLANEOUS YOUR PRODUCT HAS A NEW USER. IT'S NOT HUMAN (5 MINUTE READ) [13] Agents are becoming the primary “users,” so marketing and product strategy must shift from persuading humans to serving machine evaluation. Products win if they deliver fast, reliable, structured outputs that agents can use, since agents ignore UI, onboarding, and brand and replace tools that underperform. Distribution also flips, so growth depends on being discoverable, well-documented, and easy for agents to integrate rather than driving traffic through ads and funnels. Opening products through protocols like MCP becomes necessary to stay in workflows, but it weakens moats based on friction and forces companies to compete on unique data, integrations, or outputs that cannot be replicated. This shift reduces the value of traditional tactics like landing pages and SEO and increases the importance of performance and accessibility to automated buyers. DAY IN THE LIFE OF A GROWTH ENGINEER (4 MINUTE READ) [14] AI is shifting marketing strategy from manual testing to automated systems that run continuous ad experimentation and optimization. Growth Engineers build agents that scrape competitor ads, generate up to 50 creative variations, launch campaigns, and pause losing ads daily, which increases speed and output. Marketing teams centralize data in shared systems similar to engineering repos, which improves context access and decision-making. Agents feed research and performance data into a unified system that answers questions instantly and removes manual searching. The focus moves from executing campaigns to designing systems and training agents that improve results over time. WHEN A TRUST BADGE CHANGES WHAT SELLERS DO (5 MINUTE READ) [15] A study examining eBay's redesign of its Top-Rated Seller badge found that shifting certification criteria from buyer feedback to administrative metrics changed how sellers allocate effort and how buyers interpret trust signals. Sellers responded strategically, improving performance on the specific dimensions tied to badge eligibility and clustering just above certification cutoffs. Buyer trust in the badge held strongest in categories where the new administrative measures correlated closely with consumer-reported satisfaction, driving higher purchase rates and six-month return visits in those segments. ⚡ QUICK LINKS CUSTOMER JOURNEY MAPPING IS A WASTE OF TIME (1 MINUTE READ) [16] Stop mapping journeys and instead make your content answer the exact questions buyers need to justify the purchase internally. SOCIAL MEDIA USAGE CAN IMPACT KIDS' READING SKILLS (3 MINUTE READ) [17] Frequent social media use is linked to weaker language development in kids under 16, especially in word recognition and pronunciation. BOND IS BETTING THE FUTURE OF SOCIAL ISN'T MORE SCREEN TIME (2 MINUTE READ) [18] Bond has ditched algorithmic feeds in favor of AI-driven real-world recommendations, and plans to let users monetize their personal data by licensing it to AI training pipelines rather than relying on advertising. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=13a68f56-3eca-11f1-a00c-37d251837d75&pt=campaign&t=1776943207&s=6943ffce34983e26a1233726b811240773ba60ce1ef86d4a71be50964cd90055 [4] https://wordpress.com/partners/tldr-marketing/?utm_source=tldrmarketing&utm_medium=email&utm_campaign=tldrmarketing_newsletter [5] https://www.thedrum.com/industry-insight/the-digital-yawn-it-s-not-ad-fatigue-it-s-cultural-exhaustion?utm_source=tldrmarketing [6] https://cafetechinenglish.substack.com/p/eu-targets-google-with-data-sharing?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/romana-kuts_were-building-some-insane-airops-workflows-share-7452256496404492288-pv_r?utm_source=tldrmarketing [8] https://conversion-rate-experts.com/short-course-copywriting-friday/?utm_source=tldrmarketing [9] https://picture-instruments.com/products/index.php?id=90&adid=tlms&utm_source=tldr&utm_medium=newsletter&utm_campaign=mktsec [10] https://picture-instruments.com/products/tutorials.php?id=90&adid=tlms&utm_source=tldr&utm_medium=newsletter&utm_campaign=mktsec [11] https://app.zuddl.com/exitfive/p/a/event/5cb584b7-1bdb-4e4f-b46e-d735f2527793?utm_source=tldrmarketing [12] https://links.tldrnewsletter.com/00f5KX [13] https://www.elenaverna.com/p/your-product-has-a-new-user-its-not?utm_source=tldrmarketing [14] https://jon4growth.substack.com/p/day-in-the-life-of-a-growth-engineer?utm_source=tldrmarketing [15] https://www.ama.org/2026/04/21/when-a-trust-badge-changes-what-sellers-do/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/tasbober_ok-i-have-to-say-it-customer-journey-mapping-share-7451820148610740224-3zRs?utm_source=tldrmarketing [17] https://www.socialmediatoday.com/news/social-media-usage-can-impact-kids-reading-skills/818147/?utm_source=tldrmarketing [18] https://wersm.com/bond-is-betting-the-future-of-social-isnt-more-screen-time/?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=13a68f56-3eca-11f1-a00c-37d251837d75&pt=campaign&pv=4&spa=1776942024&t=1776943207&s=2fd9e7c5d4001560fe60d1d7b149d0fb4675e23baf92c06d00ddc70426efcb74

Google's new TPUs provide Google and its customers with a faster and more efficient AI platform. The TPU 8t was designed to reduce training time ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Unwrap] [4] TLDR 2026-04-23 ⚡SEE HOW WHOOP, STRIPE, AND DOORDASH USE AI TO LISTEN TO THEIR CUSTOMERS (SPONSOR) [4] Unwrap [4] is the AI-powered customer intelligence platform trusted at scale by STRIPE, SOUTHWEST AIRLINES, PERPLEXITY, and other customer-centric companies.   With Unwrap, you get: * All customer feedback automatically categorized by AI + NLP * Structured feedback you can query using Unwrap Assistant, or in your favorite tools using Unwrap's MCP * Real-time alerts for new feedback that demands your attention * A clear view of customer sentiment 👉 Unwrap is offering a free trial [4] of its tools to TLDR subscribers. Grab time with the team to get set up [4] 📱 BIG TECH & STARTUPS GOOGLE UNVEILS TWO NEW TPUS DESIGNED FOR THE “AGENTIC ERA” (9 MINUTE READ) [5] Google's new TPUs provide Google and its customers with a faster and more efficient AI platform. The TPU 8t was designed to reduce training time for frontier models from months to weeks. The TPU 8i is designed to be more efficient when running multiple specialized agents. It can also run in large pods of 1,152 chips. The TPUs will power Google's Gemini-based models, but they are also designed with third-party developers in mind, with both TPUs supporting popular frameworks that developers are already using. TESLA TO SPEND $3 BILLION ON ‘RESEARCH FAB,' USE INTEL TECH (3 MINUTE READ) [6] Tesla plans to spend roughly $3 billion on building a research chip factory in Texas. The research facility will be built on Tesla's existing Giga Texas campus. It will be capable of outputting just a few thousand wafers per month, but it is more of a testing ground for new technologies and processes than a mass manufacturing facility. Tesla plans to leverage Intel's most advanced production process, 14A, which should be mature and ready by the time Tesla's plan scales up. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY XPENG IS ACTUALLY BUILDING THIS ELECTRIC FLYING CAR — I VISITED THE FACTORY (5 MINUTE READ) [7] Xpeng, a Chinese automaker, is pouring serious resources into making manned electric aircraft a commercial reality. It has a prototype aircraft that can take off, hover, and land, all controlled by a single joystick. The prototype is part of a system with two parts: a six-wheeled, three-axle ground vehicle that serves as transport and charging station, and a detachable two-seat eVTOL aircraft that sits in the back and deploys autonomously. The entire package is priced around $300,000 USD. Xpeng is targeting customer deliveries toward the end of 2026. AI-POWERED ROBOT BEATS ELITE TABLE TENNIS PLAYERS (5 MINUTE READ) [8] Ace is a robotic system developed by Sony AI that can beat elite players at table tennis. It has an eight-jointed arm on a movable base and multiple cameras that can view the entire court from different angles. The cameras track the position and spin of the ball, allowing Ace to make split-second changes to its trajectory. Ace displays a mastery of spin and can handle difficult shots. It still loses against professionals, but its abilities are still a milestone in robotics - table tennis is one of the toughest tests of how far the technology has advanced. 💻 PROGRAMMING, DESIGN & DATA SCIENCE WEBINAR: MAKE YOUR PRODUCT DASHBOARDS UN-IGNORABLE (SPONSOR) [9] Giving users too many options? Limiting them to static reporting? In both cases, your dashboards get ignored. Want dashboards that actually get used? This Reveal webinar [10] is for you. Learn how to decide what users can edit, design analytics experiences for different user personas, and enable interactions without custom dev. Save your seat [10] THE AI-NATIVE INTERVIEW (6 MINUTE READ) [11] Coding agents have upended software engineering. The role is now shifting from building machines to designing and honing them. Engineers now focus less on precise lines of code and more on whether software produces the right outcomes over time. This shift changes what should be evaluated in interviews. This post looks at how Sierra redesigned its engineering interview process from the ground up to reflect this new reality. ONE DEVELOPER, TWO DOZEN AGENTS, ZERO ALIGNMENT (15 MINUTE READ) [12] Coding agents give developers a lot of their time back, allowing them to have enough time and energy to make their products the way they want to. Agents allow developers to make much better software through more rigorous critical thinking and better alignment in the planning stage. They allow teams to scale in a way that leads to higher-quality software. In a world of fast, cheap software, quality becomes the new differentiator. 🎁 MISCELLANEOUS MARS OR THE MOON OR AI? ELON MUSK'S CHANGING GOALS FOR SPACEX (8 MINUTE READ) [13] SpaceX's mission for years was to get humans to Mars. However, over the last six months, the company's priorities have shifted. SpaceX recently struck a deal with AI startup Cursor that could result in the acquisition of the company for $60 billion. Elon Musk has proposed moonshots, including AI data centers in Earth orbit, moon-based factories, and an AI chip manufacturing plant. The changing goals have resulted in criticism from some investors. CURSOR AND SPACEX: IN SEARCH OF A COMPLETE LOOP (13 MINUTE READ) [14] Being the top lab in coding means owning both the compute to train new models and capabilities and the product to recursively inform that process. Cursor and SpaceX combining together can complete that loop. That's why they entered into an agreement to co-develop coding and knowledge agent models together. This is the first deal where two sub-frontier labs plausibly combine into a frontier contender. ⚡ QUICK LINKS THE $100K MISTAKE HIDING IN YOUR EQUITY COMP (SPONSOR) [15] Equity comp decision ahead? Employees at places like Anthropic, Databricks, and Ramp trust Titan with over $1B to get RSUs, options, and taxes right. Don't leave $100K on the table. Book your free equity review. [15] MICROSOFT'S LINKEDIN NAMES LONGTIME EXEC DAN SHAPERO ITS NEW CEO (3 MINUTE READ) [16] Ryan Roslansky, who had run LinkedIn since 2020, will retain his position as executive vice president at Microsoft. OPENAI UNVEILS WORKSPACE AGENTS, A SUCCESSOR TO CUSTOM GPTS FOR ENTERPRISES THAT CAN PLUG DIRECTLY INTO SLACK, SALESFORCE AND MORE (14 MINUTE READ) [17] Workspace Agents allows ChatGPT Business, Enterprise, Edu, and Teachers users to design and select from pre-existing agent templates that can perform tasks across third-party apps and data sources. THE LLM INFERENCE TRILEMMA: THROUGHPUT, LATENCY, COST (12 MINUTE READ) [18] The three-way orthogonal tension between throughput, latency, and cost is the central engineering challenge in dedicated large language model hosting. TLDR IS HIRING A CURATOR FOR TLDR AI (3-5 HRS/WEEK, FULLY REMOTE) [19] We're hiring an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [20]. MICROSOFT LOOKED AT BUYING CURSOR BEFORE SPACEX DEAL (4 MINUTE READ) [21] Microsoft had considered buying Cursor, but it didn't make an offer. IMAGINE EVERY PIXEL ON YOUR SCREEN, STREAMED LIVE DIRECTLY FROM A MODEL (3 MINUTE READ) [22] Flipbook creates interactive illustrations without HTML, a layout engine, or code. WE FOUND A STABLE FIREFOX IDENTIFIER LINKING ALL YOUR PRIVATE TOR IDENTITIES (11 MINUTE READ) [23] There is a vulnerability in all Firefox-based browsers that allows websites to derive a unique, deterministic, and stable process-lifetime identifier, even in contexts where users expect stronger isolation. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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Marketing is becoming a core growth lever as fast-growing B2B startups invest heavily in team size, hiring, and new channels ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Contentful] [4] TLDR MARKETING 2026-04-22 THE CMOS WINNING AT AI AREN'T REPLACING MARKETERS— THEY'RE MAKING THEM MORE HUMAN (SPONSOR) [4] Everyone says AI is a priority. Not everyone acts like it is. Atlantic and Contentful's latest report [4] contains insight from 425 marketing leaders — including 103 CMOs — on where AI investments are actually going, and who's getting results. 👀 Read it to see who's launching faster campaigns, personalizing at scale, and maximizing ROI — and what they're doing differently [4]. 📑 The report includes a BUDGET PRIORITIZATION FRAMEWORK to guide your next moves. ⬇️ Get your (ungated) download [4] of _When Machines Make Marketers More Human_ 📱 NEWS & TRENDS I ANALYZED 100 B2B MARKETING TEAMS WITH CLAUDE CODE. HERE'S THE FULL REPORT (10 MINUTE READ) [5] Marketing is becoming a core growth lever as fast-growing B2B startups invest heavily in team size, hiring, and new channels despite disruption from AI. At the same time, companies are shifting toward broader, cross-functional marketers who can execute across channels. Marketing teams average 13 people and make up about 4% of headcount. Hiring is strong: 87% of companies have open marketing roles and 100% of companies with over $500M funding are hiring. 34% of open roles focus on events and ecosystem channels as inbound declines. Growth and product marketing roles account for 37% of openings, which shows a continued focus on demand generation and positioning. AI is now a baseline skill - 84% of job descriptions mention it. WHERE EXPERIMENTATION IS GOING (AND HOW TO GET THERE) (7 MINUTE READ) [6] Experimentation is shifting from testing individual content to testing entire systems because AI has made variation cheap and abundant. Teams can now generate thousands of variants at low cost, so the bottleneck is no longer creation, but the infrastructure to evaluate and deploy them. Most companies remain stuck at basic A/B testing even though higher levels involve parameterized testing, automation, and self improving systems. Progress depends less on better tools and more on changing the organization's operating model, since feature-driven structures limit experimentation impact. Companies that align experimentation with decision making and decentralize ownership are more likely to advance and see meaningful gains. 🚀 STRATEGIES & TACTICS WIN REPORT: HOW A SIMPLE “WHAT NEXT?” SECTION INCREASED CONVERSIONS FROM BLOG TRAFFIC BY 43%—AND HOW YOU CAN DO THE SAME (4 MINUTE READ) [7] Adding a clear “what next” section at the end of blog posts can increase conversions by 43% by guiding readers instead of leaving them at a dead end. A company had strong traffic from high intent visitors but lost them at the bottom of articles due to no clear next step. A simple section offered three options based on user intent, which included a newsletter, a group demo, and a personalized demo. This change unlocked value from existing traffic without extra cost and turned passive readers into leads. Similar tests across industries showed gains from 43% to 171%, which shows this is a repeatable pattern. WHY MOST PINTEREST CPG CAMPAIGNS EARN BACK MORE THAN THEY SPEND (4 MINUTE READ) [8] Most media plans undervalue discovery channels by focusing on awareness, even though purchase decisions happen earlier during planning. Pinterest captures that moment, and Circana data shows it drives real sales. 82% of campaigns generate positive incremental ROI and many outperform social benchmarks. Awareness here delivers lower-funnel impact. To capitalize, align campaigns to specific shopper missions and pair inspirational content with clear product cues and paths to purchase. Use incrementality testing like matched market tests to prove ROI. HOW TO OPTIMIZE YOUR GOOGLE BUSINESS PROFILE TO RANK IN DIFFERENT LANGUAGES (1 MINUTE READ) [9] Change your language in Google Maps settings, then use “Suggest an edit” to add your business name in that language. Repeat this for each language you want to target. This helps your business appear in the searcher's language and improves rankings for those searches. 🧑‍💻 RESOURCES & TOOLS CONTENT POWER HOUR W/ THE SLATE MARKETING TEAM (WEBINAR) [10] This one-hour session walks through how the Slate team uses their own product to run their social content. They will share how they manage a UGC program with centralized assets and templates, highlight the features and workflows that save them time, and preview what's coming next on the product roadmap. It takes place today! EXTRA BY BUILDFOREVER (TOOL) [11] Extra is a new email app, created by former Pinterest designers and engineers. It reimagines the inbox around your daily life instead of traditional folders and subject lines. It uses AI behind the scenes to organize emails into a dynamic “Today” view that highlights what needs action, what's happening, and what's worth knowing, while sorting the rest into personalized tabs like events, shopping, and news. It turns email into a more visual and manageable experience. ANTHROPIC'S CLAUDE DESIGN LAUNCHED, AND REDDIT HAS THOUGHTS (5 MINUTE READ) [12] Claude Design is a visual collaboration tool powered by Opus 4.7 that lets users build design systems, capture elements from live sites, and export finished work directly to Claude Code. The reception among early users was mixed, with the dominant criticism being that outputs default to a recognizable aesthetic of teal gradients, serif fonts, and card-heavy layouts regardless of the brief. The root cause is that Claude Design leans on a built-in set of default presets, which means outputs look nearly identical unless users supply reference screenshots or specific design tokens upfront. 🎁 MISCELLANEOUS EMAIL IS DEAD, LONG LIVE EMAIL (5 MINUTE READ) [13] For most of email marketing's history, getting into the inbox was the primary challenge and permission from a subscriber was a meaningful signal of intent. AI inbox management is changing both assumptions, inserting a filtering and prioritization layer that determines what a reader actually sees before they make that choice themselves. The implication is that the competition is no longer against the spam folder but against an algorithmic triage deciding what is worth a human's time. Email programs that survive this shift will be built around voice and reader relationships strong enough that subscribers actively seek them out rather than passively receive them. WHY OPENAI IS ‘RUNNING AT LIGHTNING SPEED' TO BUILD AN AD BUSINESS (2 MINUTE READ) [14] Only 2 months into its advertising business, OpenAI is already operating at a pace that has surprised industry observers, with partnerships, hiring, self-serve tooling, and conversion tracking all launching in rapid succession. The urgency stems partly from competitive pressure, as Google can extend its existing search ad business directly into AI, and partly from OpenAI's own burn rate, estimated at over $111 billion through 2030. The company is drawing heavily on Meta's institutional knowledge, having hired several former Meta advertising leaders who bring a proven monetization playbook rather than requiring OpenAI to build the strategy from the ground up. ⚡ QUICK LINKS VENN DIAGRAM OF THE “MARKETING ENGINEER” (1 MINUTE READ) [15] Marketing engineers map full business processes, identify where AI can remove bottlenecks, build those systems, and measure their impact on pipeline growth. CHATGPT'S NEW IMAGES 2.0 MODEL IS SURPRISINGLY GOOD AT GENERATING TEXT (2 MINUTE READ) [16] AI image models can now generate realistic, production-ready visuals with accurate text and design details. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. 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SpaceX claims to have obtained the rights to buy Cursor for $60 billion later this year or pay $10 billion for the work the companies are doing ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Rokt] [4] TLDR 2026-04-22 AI IS COMPRESSING THE PATH TO PURCHASE (SPONSOR) [4] Decades of ecommerce assumptions are falling apart for the first time. Instead of building brand relationships and baskets on websites, customers are chatting with an LLM and heading straight to checkout. Rokt's (ungated) whitepaper [5] lays out how AI is changing the 4 steps of checkout. Read it for: * A framework for rethinking checkout in light of AI * A close look at the economics and psychology of each step of checkout * A step-by-step guide [5] to designing, governing, and monetizing the Transaction Moment Based on data from billions of transactions. Conceptual, strategic, practical. Get your guide [5] 📱 BIG TECH & STARTUPS SPACEX SAYS IT CAN BUY CURSOR LATER THIS YEAR FOR $60 BILLION OR PAY $10 BILLION FOR ‘OUR WORK TOGETHER' (2 MINUTE READ) [6] SpaceX claims to have obtained the rights to buy Cursor for $60 billion later this year or pay $10 billion for the work the companies are doing together. SpaceXAI and Cursor are working to create the world's best coding and knowledge work AI. Cursor is currently in talks to raise $2 billion in a funding round that includes Andreessen Horowitz, Nvidia, and Thrive Capital. The partnership will help SpaceXAI catch up to competitors like OpenAI's Codex and Anthropic's Claude. CHATGPT'S NEW IMAGES 2.0 MODEL IS SURPRISINGLY GOOD AT GENERATING TEXT (3 MINUTE READ) [7] OpenAI's new image generation model has thinking capabilities and can search the web, make multiple images from one prompt, and double-check its creations. The model has a stronger understanding of non-Latin text than previous models. It can render fine-grained elements like small text, iconography, UI elements, dense compositions, and subtle stylistic constraints, all at up to 2K resolution. The model is available to ChatGPT and Codex users and via the gpt-image-2 API. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BLUE ORIGIN ROCKET GROUNDED AFTER SATELLITE 'MISHAP' (3 MINUTE READ) [8] The Federal Aviation Administration has grounded Blue Origin's newest rocket to investigate a 'mishap' that involved the failed launch of a satellite. The rocket was used to place a satellite from AST SpaceMobile into orbit, but it missed its mark, and the satellite was unable to get as far into orbit as intended. Blue Origin claims the failure was caused by a lack of sufficient thrust in an engine. The investigation findings will determine when New Glenn can be launched again. HUMBLE EMERGES FROM STEALTH WITH $24M AND A CABLELESS AUTONOMOUS ELECTRIC TRUCK BUILT TO GO DOCK-TO-DOCK (4 MINUTE READ) [9] Humble is a San Francisco-based autonomous freight startup that just emerged from stealth with a $24 million seed round. The company's fully electric, cabless freight vehicle, the Humble Hauler, is built for 40-foot and 53-foot shipping containers. It has no driver's cab, allowing the company to fit 360-degree sensor coverage, free up payload capacity, and enable a fundamentally different vehicle geometry. The Hauler can operate dock-to-dock, delivering directly to the destination and unloading rather than dropping a trailer off at a handoff point. 💻 PROGRAMMING, DESIGN & DATA SCIENCE [WEBINAR] HOW TO STOP BABYSITTING YOUR CODING AGENTS (SPONSOR) [10] MCPs give coding agents access to information, not understanding. The teams pulling ahead are using a context engine to surface exactly what agents need for every task, so they stay on track without the set up tax or the correction loops. Join live on May 6 (FREE) [10] to see how. ANNOUNCING TYPESCRIPT 7.0 BETA (16 MINUTE READ) [11] TypeScript 7.0 Beta is built on a completely new foundation, making it about 10 times faster than TypeScript 6.0. Its Go codebase was methodically ported from TypeScript's implementation rather than rewritten from scratch, so its type-checking logic is structurally identical to TypeScript 6.0. Despite being in beta, TypeScript 7.0 is highly stable, highly compatible, and ready to be used in daily workflows and CI pipelines. AGENTS WITH TASTE (6 MINUTE READ) [12] Coding agents don't quite know what great feels like when it comes to visual work like animations. One way to get around this is to create a skill file for each aspect of an interface. Describe the rules of what 'great' feels like in that context and give that to agents so they can follow them. This results in AI that has the taste and knowledge to produce significantly better results. 🎁 MISCELLANEOUS META WILL TRAIN AI AGENTS BY TRACKING EMPLOYEES' MOUSE, KEYBOARD USE (2 MINUTE READ) [13] Meta's new Model Capability Initiative employee-tracking software will track employees' mouse movements, clicks, and keystrokes to generate high-quality training data for AI agents. The software will operate in specific work-related apps and websites and also use periodic screenshots to provide context. The tracking will be restricted to employees in the US, as it would be illegal in the EU. INTERNAL EMAILS SHOW HOW AMAZON RAISES PRICES ACROSS THE INTERNET, LAWSUIT SAYS (6 MINUTE READ) [14] Amazon colluded with rivals to raise prices across the internet. It stopped price matching with competitors so that retailers could raise prices together to increase profits. Amazon has been accused of wielding its influence to pressure vendors into increasing prices or removing products from cheaper platforms. Emails surfaced during a lawsuit on the matter seem to confirm the accusations. ⚡ QUICK LINKS MICROSOFT AI ENVISIONING DAY: YOUR ROADMAP TO BUILDING AND MONETIZING AI SOLUTIONS (#MICROSOFTPARTNER) (SPONSOR) [15] Watch this free video series [16] to learn how to design, build, and monetize enterprise-ready AI apps and agents with proven patterns, resources, and offers to accelerate your path to market.  Watch Microsoft AI Envisioning Day now [16] IS CLAUDE CODE GOING TO COST $100/MONTH? PROBABLY NOT—IT'S ALL VERY CONFUSING (4 MINUTE READ) [17] Anthropic claims it is running a small price test on around 2% of new prosumer signups, but many people are seeing the new pricing. MOZILLA: ANTHROPIC'S MYTHOS FOUND 271 SECURITY VULNERABILITIES IN FIREFOX 150 (3 MINUTE READ) [18] The vulnerabilities detected by Mythos could have been discovered by automated fuzzing techniques or with an 'elite' security researcher, but using the AI model sped up the process by months. TIM COOK'S IMPECCABLE TIMING (15 MINUTE READ) [19] Apple is in the best place it's ever been, but there is something that needs to change. TLDR IS HIRING A CURATOR FOR TLDR AI (3-5 HRS/WEEK, FULLY REMOTE) [20] We're hiring an engineer/researcher at a major AI lab or startup to help write for 1M+ subscribers. Curators have been invited to Google I/O and OpenAI DevDay, scouted for Tier 1 VCs, and get early access to unreleased TLDR products. Learn more [21]. AWS LAMBDA FUNCTIONS CAN NOW MOUNT AMAZON S3 BUCKETS AS FILE SYSTEMS WITH S3 FILES (2 MINUTE READ) [22] Lambda functions can now mount Amazon S3 buckets as file systems and perform standard file operations without downloading data for processing. ANDROID 17 ENDS ALL-OR-NOTHING ACCESS TO YOUR CONTACTS (3 MINUTE READ) [23] Android 17 introduces a new Contact Picker that lets users grant apps access to specific contacts rather than the entire list. GLOBAL GROWTH IN SOLAR “THE LARGEST EVER OBSERVED FOR ANY SOURCE” (4 MINUTE READ) [24] The International Energy Agency has declared that the world has entered the Age of Electricity. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b74a4d58-3e1d-11f1-940b-7db340ac1b9c&pt=campaign&t=1776853101&s=8bdb2a7961be26020fd1d5ae5a7a293f406cf095a0701e8d22a35a005d38f4b6 [4] http://go.rokt.com/the-new-economics-of-checkout?utm_medium=sponsoredcontent&utm_source=tldrmain&utm_campaign=2026_brand&utm_content=whitepaper [5] https://www.go.rokt.com/the-new-economics-of-checkout?utm_medium=sponsoredcontent&utm_source=tldrmain&utm_campaign=2026_brand&utm_content=whitepaper [6] https://www.cnbc.com/2026/04/21/spacex-says-it-can-buy-cursor-later-this-year-for-60-billion-or-pay-10-billion-for-our-work-together.html?utm_source=tldrnewsletter [7] https://techcrunch.com/2026/04/21/chatgpts-new-images-2-0-model-is-surprisingly-good-at-generating-text/?utm_source=tldrnewsletter [8] https://www.bbc.com/news/articles/cjr9vwz48npo?utm_source=tldrnewsletter [9] https://thenextweb.com/news/humble-24m-seed-cabless-autonomous-electric-truck?utm_source=tldrnewsletter [10] https://watch.getcontrast.io/register/unblocked-how-to-stop-babysitting-your-agents?utm_source=tldrtech&utm_medium=email&utm_campaign=secondary [11] https://devblogs.microsoft.com/typescript/announcing-typescript-7-0-beta/?utm_source=tldrnewsletter [12] https://emilkowal.ski/ui/agents-with-taste?utm_source=tldrnewsletter [13] https://arstechnica.com/ai/2026/04/meta-will-use-employee-tracking-software-to-help-train-ai-agents-report/?utm_source=tldrnewsletter [14] https://arstechnica.com/tech-policy/2026/04/internal-emails-show-how-amazon-raises-prices-across-the-internet-lawsuit-says/?utm_source=tldrnewsletter [15] https://fandf.co/4cK7C5f?utm_source=tldrnewsletter [16] https://fandf.co/4cK7C5f [17] https://simonwillison.net/2026/Apr/22/claude-code-confusion/?utm_source=tldrnewsletter [18] https://arstechnica.com/ai/2026/04/mozilla-anthropics-mythos-found-271-zero-day-vulnerabilities-in-firefox-150/?utm_source=tldrnewsletter [19] https://stratechery.com/2026/tim-cooks-impeccable-timing/?utm_source=tldrnewsletter [20] https://jobs.ashbyhq.com/tldr.tech/038c4419-5b48-4279-a75e-6f7a0afdb240?utm_source=tldrnewsletter [21] https://jobs.ashbyhq.com/tldr.tech/038c4419-5b48-4279-a75e-6f7a0afdb240 [22] https://aws.amazon.com/about-aws/whats-new/2026/04/aws-lambda-amazon-s3/?utm_source=tldrnewsletter [23] https://www.malwarebytes.com/blog/mobile/2026/04/android-17-ends-all-or-nothing-access-to-your-contacts?utm_source=tldrnewsletter [24] https://arstechnica.com/science/2026/04/global-growth-in-solar-the-largest-ever-observed-for-any-source/?utm_source=tldrnewsletter [25] https://refer.tldr.tech/420aa5da/ [26] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [27] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [28] https://jobs.ashbyhq.com/tldr.tech [29] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [30] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [31] https://twitter.com/tldrdan [32] https://twitter.com/SteveFlanders22 [33] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [34] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b74a4d58-3e1d-11f1-940b-7db340ac1b9c&pt=campaign&pv=4&spa=1776852074&t=1776853101&s=a093d03b8ac40de6e754e19a58e61e01ee37a6af8e7983f4c1f5a39856e41a5c

Align LinkedIn posts tightly with a clear topic that matches the profile so the algorithm can reinforce perceived expertise ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [StackAdapt] [4] TLDR MARKETING 2026-04-21 CONVERSION 2026: EXPERIENCE THE SHIFTS REDEFINING MODERN MARKETING (SPONSOR) [4] StackAdapt's flagship marketing event [4] launches June 2 as a virtual event—so you can enjoy it all for free from the comfort of your own home.  See keynote moments and gain insight from industry experts through panel discussions, as well as sessions featuring inspirational speakers like Jon Levy and Bethany Hamilton. On the agenda: [4] * How AI is shaping the future of marketing and growth * Practical ideas for building and leading in a changing landscape * New perspectives on leadership, resilience, and lasting impact ↗️ Register for the virtual event today ↗️ [4] 📱 NEWS & TRENDS MIXED REPORTS ON AI ECOMMERCE TRAFFIC (2 MINUTE READ) [5] AI-driven ecommerce traffic shows strong buying intent, but results are inconsistent across studies. Adobe reports AI visitors were 42% more likely to purchase and generated 37% more revenue per visit, while they spent 48% longer on site, viewed 13% more pages, and bounced 32% less. Other research shows AI traffic is still small at under 0.2% of total visits and sometimes converts worse than channels like organic search or paid search. Differences come from measurement methods, definitions of AI traffic, geography, and timing, which makes early data easy to misread. THE GHOST CITATION PROBLEM (4 MINUTE READ) [6] AI search often uses brand content without naming the brand. 62% of citations are “ghost citations” where a link appears but no brand mention is included. Across 3,981 domains, 75% were cited but only 38% were mentioned, and just 13% achieved both outcomes. Different AI engines behave very differently, as Gemini mentions brands 83.7% of the time but rarely cites them, while ChatGPT cites 87.0% of the time but mentions only 20.7%. Strong consumer brands are frequently named in answers, while sources like Wikipedia are cited often but rarely mentioned. 🚀 STRATEGIES & TACTICS TIPS TO INCREASE LINKEDIN REACH (2 MINUTE READ) [7] Align LinkedIn posts tightly with a clear topic that matches the profile so the algorithm can reinforce perceived expertise. Use carousels, polls, short vertical video, and newsletters, since text posts now underperform. Optimize for strong engagement signals like saves, long comments, DM shares, and 60+ second dwell time instead of likes. The first 60-90 minutes are critical, since they drive about 70% of total reach. Reply to comments within 30 minutes. Posts can circulate for 2-3 weeks, and saves 24-72 hours later often perform 4-6x better. Keep post length around 1,300-1,900 characters, since under 500 characters can reduce reach by 35%. Avoid external links, engagement pods, heavy hashtags, over tagging, and frequent posting, which can reduce distribution. DON'T USE GENERIC LINKEDIN JOB TITLES (1 MINUTE READ) [8] LinkedIn headlines that only list a role can be too broad and may miss more specific recruiter searches that combine function, channel, and specialty. Recruiters often search terms like “growth marketing + paid social” or “digital marketing + SEO”, so generic titles reduce visibility. Adding context helps match these searches, using a format like role + channel or focus + specialty/tools + industry. For example, instead of “Growth Marketing Manager”, use “Growth Marketing Manager | Paid Social & Acquisition | Meta, Performance Marketing | DTC” or “Growth Marketing Manager | Lifecycle & Retention | Email, CRM, Customer Journeys | B2B SaaS”. This makes profiles easier to find and more aligned with how recruiters actually search. 🧑‍💻 RESOURCES & TOOLS WHAT WISTIA, WEBFLOW, HUBSPOT, AND STORYBLOCKS NOTICED ABOUT VIDEO IN 2026 (SPONSOR) [9] Wistia analyzed 13M+ videos to distill the trends, benchmarks, and insights for the State of Video Report. This live Wistia event [9] covers highlights: budget questions, AI production, and LinkTok's surge in B2B video sharing. Learn how to measure the performance of your vids from industry leaders. Join live on April 22 [9] LINKS IN AI MODE NO LONGER DIRECT USERS EXCLUSIVELY TO WEBSITES (1 MINUTE READ) [10] Google is changing AI Mode in Chrome so links no longer send users fully to websites. Instead, clicking a result opens a side by side view with the webpage on one side and AI Mode on the other, keeping users inside the LLM experience. Users can still navigate the site, but the AI sidebar remains active throughout. This shift lets Google layer its AI experience on top of publisher content surfaced in search. THREADS WILL ADD BROADCAST CHANNELS-STYLE FEATURE CALLED LIVE CHATS (2 MINUTE READ) [11] Threads will roll out live chats to offer a more controlled way to follow real-time discussions around events and topics. The feature lets creators start a chat, invite a few contributors, and allow followers to subscribe in a read only format. It builds on Instagram Broadcast Channels from 2023 but adds more active conversation from selected participants. It aims to reduce spam seen in hashtag-driven feeds by limiting who can post. 🎁 MISCELLANEOUS START DESIGNING IN CONTENT, NOT IN CODE (3 MINUTE READ) [12] Prototyping should start with content instead of code to avoid building cluttered and confusing products. Rapid prototyping often leads to experience rot where features pile up without improving usability and cognitive load increases. LLMs and code generators can worsen this by making it easier to ship unnecessary features. Content should define the system because it carries meaning while interfaces should wrap around it. Content first design improves clarity and product coherence before visual design or implementation. HOW MARKETING LEADERS CLOSE THE MMM ‘ACTIONABILITY GAP' (5 MINUTE READ) [13] Marketing mix modeling is widely used but often fails to drive action. Leading organizations close this gap by turning MMM from a backward looking report into a forward system that guides spend decisions. They improve data quality and integration across fragmented channels, automate manual data work like media classification, and use incrementality testing to validate and calibrate model outputs. They also refresh MMM frequently, often quarterly, to keep pace with market change and shorten the path from insight to action. ⚡ QUICK LINKS 5 GENIUS MARKETING IDEAS (4 MINUTE READ) [14] Tactics include using 404 pages as lead magnets, mistakes as engagement hooks, and creating physical mail from digital content. YOUR ALGORITHM EXPANDS TO EXPLORE (2 MINUTE READ) [15] Instagram expands Your Algorithm from Reels to Explore so users can view and adjust AI-driven interest topics across both. CHATGPT AD CPMS DROP TO $25 AS OPENAI RACES TOWARD GLOBAL AUCTION (8 MINUTE READ) [16] ChatGPT ad CPMs fell from $60 to $25 in nine weeks after OpenAI lowered minimum spend from $250K to $50K for the pilot. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=0ee79fbe-3d30-11f1-b778-adcb213b5daa&pt=campaign&t=1776770140&s=2e8bbc24ee5c57c1747bd4a939d8df94e79ea50db5a6bd6f1a7db0321754c5f8 [4] https://go.stackadapt.com/9j5g0f63 [5] https://www.practicalecommerce.com/mixed-reports-on-ai-ecommerce-traffic?utm_source=tldrmarketing [6] https://www.growth-memo.com/p/the-ghost-citation-problem?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/zayd-syed-ali-4201101a9_my-reach-has-been-horrible-lately-so-i-went-share-7451970617941053440-HqA6?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/theresapark9_ive-been-doing-a-lot-of-sessions-with-growth-share-7450325365723590656-R7h_?utm_source=tldrmarketing [9] https://wistia.com/explore/state-of-video-report?&utm_source=TLDR&utm_medium=newsletter&utm_campaign=state-of-video-2026 [10] https://www.linkedin.com/posts/chris-long-marketing_big-seo-news-links-in-ai-mode-no-longer-share-7451972577776001024-k_OO?utm_source=tldrmarketing [11] https://www.socialmediatoday.com/news/threads-will-add-broadcast-channels-style-feature-called-live-chats/817904/?utm_source=tldrmarketing [12] https://productpicnic.beehiiv.com/p/start-designing-in-content-not-in-code?utm_source=tldrmarketing [13] https://business.google.com/us/think/measurement/marketing-mix-modeling-measurement-roi/?utm_source=tldrmarketing [14] https://www.marketingideas.com/p/how-to-get-leads-from-your-404-page?utm_source=tldrmarketing [15] https://about.instagram.com/blog/announcements/reels-algorithm-control?utm_source=tldrmarketing [16] https://ppc.land/chatgpt-ad-cpms-drop-to-25-as-openai-races-toward-global-auction/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=0ee79fbe-3d30-11f1-b778-adcb213b5daa&pt=campaign&pv=4&spa=1776769221&t=1776770140&s=bb278f089e147a71c0c104617e9d9b356abf0a47ba146099c466fc091193767f

John Ternus will become Apple's new CEO after a 25 year career on September 1. Current CEO Tim Cook will become executive chairman ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-04-21 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS THE RISE OF APPLE'S NEW CEO: A HARDWARE EXPERT TAKES OVER IN THE AI ERA (7 MINUTE READ) [9] John Ternus will become Apple's new CEO after a 25 year career on September 1. Current CEO Tim Cook will become executive chairman. Ternus is a mechanical engineer by background and he most recently led hardware engineering for all of Apple's products. This article takes a look at who Ternus is and his history at Apple. AMAZON TO INVEST UP TO ANOTHER $25 BILLION IN ANTHROPIC AS PART OF AI INFRASTRUCTURE DEAL (4 MINUTE READ) [10] Amazon has agreed to invest up to $25 billion in Anthropic as part of an expanded agreement to build out AI infrastructure. The investment includes $5 billion into Anthropic now, with up to $20 billion tied to certain commercial milestones. Anthropic has committed to spending more than $100 billion on Amazon Web Services technologies over the next 10 years. It has secured up to 5 gigawatts of capacity for training and deploying its models. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WHAT PHYSICAL ‘LIFE FORCE' TURNS BIOLOGY'S WHEELS? (14 MINUTE READ) [11] This article tells the story of how scientists figured out how the flagellar motor worked. The flagellar motor was discovered by Howard Berg, who set out in the early 1970s to apply his training in physics to understand how bacteria move. Bacteria move quickly, so Berg had to invent and build an automatic tracking microscope to keep them in view. He hypothesized how the mechanism worked 50 years before scientists discovered how the motor works. QUANTUM COMPUTERS ARE NOT A THREAT TO 128-BIT SYMMETRIC KEYS (23 MINUTE READ) [12] Both AES-128 and SHA-256 are safe against quantum computers. No symmetric key sizes have to change as part of the post-quantum transition. Almost all experts agree on this. The misconception is usually based on a misunderstanding of the applicability of a quantum algorithm called Grover's. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [13] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [14]. THE AI ENGINEERING STACK WE BUILT INTERNALLY — ON THE PLATFORM WE SHIP (14 MINUTE READ) [15] 93% of Cloudflare's R&D organization used AI coding tools powered by infrastructure that they built on their own platform. The team built its own MCP servers, access layer, and AI tooling necessary for agents to be useful at Cloudflare. This has had a significant impact on the number of merge requests made. The four week rolling average has climbed from around 5,600 per week to over 8,700. This post looks at how Cloudflare achieved this. JUJUTSU MEGAMERGES FOR FUN AND PROFIT (13 MINUTE READ) [16] Jujutsu megamerges let developers work on many different streams of work simultaneously. This article provides an in-depth explanation of how they work. Megamerges are a way of showing developers the whole picture and are not really meant to be pushed to remote. Developers will still want to publish branches individually as usual. 🎁 MISCELLANEOUS RANDOM THOUGHTS WHILE GAZING AT THE MISTY AI FRONTIER (10 MINUTE READ) [17] This post covers many topics in the AI space, including the percentage of GDP attributed to AI revenue in 2030, compute ceilings, and harnesses. It also covers anti-AI regulation and how violence against the technology will increase. CALIFORNIA ACCUSES AMAZON OF PRICE FIXING IN LEGAL FILING (5 MINUTE READ) [18] Amazon reportedly pressured major brands to ask competing retailers to raise prices on certain products. California is suing Amazon over allegations that the retailer harms competition and increases prices that consumers pay online. The lawsuit claims that Amazon punished sellers for offering lower prices on other websites. The trial is scheduled to begin next year. ⚡ QUICK LINKS MICROSOFT BUILD 2026, JUNE 2-3, SAN FRANCISCO. (#MICROSOFTPARTNER) (SPONSOR) [19] Learn from the teams building and scaling the next generation of AI. 2 days. No fluff. Hands-on, practical learning. Join us. Request to attend today [20]. APPLE TO FOCUS HARDWARE TEAM ON FIVE AREAS UNDER JOHNY SROUJI (3 MINUTE READ) [21] Apple's newly combined hardware engineering and hardware technologies division will be organized into hardware engineering, silicon, advanced technologies, platform architecture, and project management divisions. GITHUB HALTS NEW COPILOT SIGNUPS AMID SOARING USAGE AND RISING COSTS (2 MINUTE READ) [22] GitHub has paused new signups for GitHub Copilot Pro, Pro+, and Student plans. GOOGLE BUILDS ELITE TEAM TO CLOSE THE CODING GAP WITH ANTHROPIC (2 MINUTE READ) [23] Google DeepMind has formed a dedicated team of researchers and engineers to sharpen the coding capabilities of its Gemini models. YOUR FUTURE PHONE WILL HAVE A BATTERY YOU CAN SWAP AT HOME — THANKS TO THE EU (2 MINUTE READ) [24] The EU has passed a law that requires phones to have batteries that can be easily changed by users at home using basic tools. GOOGLE'S AI ADOPTION (3 MINUTE READ) [25] DeepMind engineers use Claude as a daily tool, but most of the rest of Google does not. GGSQL (GITHUB REPO) [26] ggsql allows developers to write queries that combine SQL data retrieval with visualization specifications in a single, composable syntax. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b1c7f10c-3d58-11f1-957b-eb31e4e09e5f&pt=campaign&t=1776766689&s=3b1e486abe319f0ba58187b28c92072fc7c2d808c03520041b54e290a2bbeeab [4] https://www.qawolf.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260421-None_Experiment-FALSE&utm_term=headline-CutYourQACyclesDownToMinutesWithAutomatedTesting&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260421_v1_ [5] https://www.qawolf.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260421-None_Experiment-FALSE&utm_term=body-80PercentAutomatedEndToEndTestCoverage&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260421_v1_ [6] https://www.qawolf.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260421-None_Experiment-FALSE&utm_term=body-QAWolf&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260421_v1_ [7] https://www.qawolf.com/customers/drata?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260421-None_Experiment-FALSE&utm_term=body-DratasTeamOf80PlusEngineers&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260421_v1_ [8] https://www.qawolf.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260421-None_Experiment-FALSE&utm_term=cta-ScheduleADemoToLearnMore&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260421_v1_ [9] https://links.tldrnewsletter.com/pTGTLD [10] https://www.cnbc.com/2026/04/20/amazon-invest-up-to-25-billion-in-anthropic-part-of-ai-infrastructure.html?utm_source=tldrnewsletter [11] https://www.quantamagazine.org/what-physical-life-force-turns-biologys-wheels-20260420/?utm_source=tldrnewsletter [12] https://words.filippo.io/128-bits/?utm_source=tldrnewsletter [13] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [14] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [15] https://blog.cloudflare.com/internal-ai-engineering-stack/?utm_source=tldrnewsletter [16] https://isaaccorbrey.com/notes/jujutsu-megamerges-for-fun-and-profit?utm_source=tldrnewsletter [17] https://blog.eladgil.com/p/random-thoughts-while-gazing-at-the?utm_source=tldrnewsletter [18] https://links.tldrnewsletter.com/dZxh2F [19] https://build.microsoft.com/en-US/home?wt.mc_ID=msbuild26_gmee_corp_np_inf__CIA12&utm_source=fandf&utm_medium=newsletter&utm_campaign=build-april&utm_term=tldr&utm_content=build [20] https://fandf.co/3QDXFO8 [21] https://links.tldrnewsletter.com/2o7VZd [22] https://links.tldrnewsletter.com/WkO2C2 [23] https://the-decoder.com/google-builds-elite-team-to-close-the-coding-gap-with-anthropic/?utm_source=tldrnewsletter [24] https://links.tldrnewsletter.com/jTAIKn [25] https://links.tldrnewsletter.com/FNymOC [26] https://github.com/posit-dev/ggsql?utm_source=tldrnewsletter [27] https://refer.tldr.tech/420aa5da/ [28] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [29] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [30] https://jobs.ashbyhq.com/tldr.tech [31] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [32] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [33] https://twitter.com/tldrdan [34] https://twitter.com/SteveFlanders22 [35] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [36] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b1c7f10c-3d58-11f1-957b-eb31e4e09e5f&pt=campaign&pv=4&spa=1776765652&t=1776766689&s=35ba2c951bb26fa826cca15112477430d08c2fe75cae18784d6acb6ea6f87e83

Most content programs stall around the 18-month mark. 22% of B2B marketers rate their content marketing as very or extremely successful ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Lob] [4] TLDR MARKETING 2026-04-20 HOW TO MAX OUT YOUR OMNICHANNEL WINS WITH MAIL (SPONSOR) [4] With a 70% higher recall rate than digital ads, direct mail is a must-have in your omnichannel mix. The ebook _A MARKETER'S RECIPE FOR OMNICHANNEL SUCCESS_ [4] is full of ways to use mail to amplify your digital outreach.  Inside you'll find: > ROI-BOOSTING ways to enrich your marketing stack > EASY-TO-FOLLOW RECIPES for connecting with customers > INDUSTRY-SPECIFIC INSIGHTS you can put into action Read the ebook → [4] 📱 NEWS & TRENDS WHY THE BEST MARKETING TODAY IS BUILT TO BE FORWARDED (3 MINUTE READ) [5] Content today is built around a simple design question: what would make someone want to share this with their network? Emotional specificity drives performance, with high arousal content generating 34% more shares than passive content. Discovery is also shifting, with nearly 1 in 3 consumers now starting searches on TikTok, Instagram, or YouTube instead of Google, rising to over 50% for Gen Z. Content that delivers a single clear insight and fits shrinking attention spans is more likely to circulate than sit idle. THE APP STORE IS BOOMING AGAIN, AND AI MAY BE WHY (3 MINUTE READ) [6] Contrary to predictions that AI would render apps obsolete, new app launches jumped 60% globally in Q1 2026 and are up 104% in April alone compared to 2025. AI coding tools appear to be the primary driver, enabling creators without technical backgrounds to build and ship mobile software for the first time. The categories gaining the most ground are productivity, utilities, and lifestyle, pointing to a more utility-driven app economy. 🚀 STRATEGIES & TACTICS HOW TO OPTIMIZE YOUR PRICING PAGE FOR AGENTS (4 MINUTE READ) [7] SaaS companies are optimizing pricing pages for AI agents as well as humans. Buffer added a machine-readable /pricing.md file that structures pricing and packaging in markdown. This allows AI tools to parse pricing directly instead of scraping pages or relying on outdated data. It builds on the llms.txt movement and treats pricing as structured data. The approach enables fast comparison across tools and reduces ambiguity in pricing pages. WHY I BUILT MY BUSINESS ON BEEHIIV (9 MINUTE READ) [8] StrategyBreakdowns.com was built on beehiiv using 3 core tactics. First, design a unique brand using full control over email and website design, custom code, and a native site builder. Second, use segmented onboarding with lead magnets and automated email sequences that adapt to reader intent. Third, grow and monetize through cross newsletter recommendations, paid Boosts, and analytics that optimize acquisition and sponsorship performance in one system. 🧑‍💻 RESOURCES & TOOLS 🧠 WANT TO WIN THE AI CUSTOMER JOURNEY? START WITH HOW AI WORKS. (SPONSOR) [9] Most AEO advice skips the part where you understand what you're optimizing for. Join Evertune's FREE WEBINAR [9] on April 30 to learn how LLMs are trained, why they respond the way they do, and what that means for your brand's AI visibility. 30 minutes. No fluff. SAVE YOUR SEAT [9] THE NEW PLAYBOOK: HOW REDDIT ADS WIN IN THE AI SEARCH ERA (WEBINAR) [10] This event, on April 24, will explain how Reddit ads are evolving in the AI search era and how they influence both direct conversions and long term visibility. It focuses on how Reddit ad formats drive bottom of funnel performance while also shaping what AI systems surface about brands during the buyer journey. The session introduces the Reddit Ads Flywheel, where ad spend not only converts current buyers but also builds ongoing reputation and visibility over time. LINKEDIN'S ALGORITHM KILLED COMPANY PAGES. EMPLOYEES ARE THE DISTRIBUTION NOW (3 MINUTE READ) [11] LinkedIn has shifted distribution from company pages to employees, making personal profiles the main driver of B2B reach. Its 360Brew algorithm prioritizes semantic signals of expertise over engagement, favoring content that shows real professional insight. Only about 3% of employees post, but they generate roughly 30% of brand engagement. This aligns with buyer behavior, where 64% of hidden decision makers prefer thought leadership content over marketing materials, and with LinkedIn becoming a major source for AI search systems. 🎁 MISCELLANEOUS HOW TO TRANSITION FROM LINK BUILDING TO DIGITAL PR (11 MINUTE READ) [12] A top ranking page can have hundreds of links but only a few high quality ones. Strong campaigns often send 20-50% fewer pitches while still earning 3-10 pieces of coverage. It relies on targeted outreach, clear story driven pitches, and timely ideas tied to news or trends, since journalists prioritize relevance over link requests. Results typically appear within 3-6 months, with faster impact from high authority coverage and improved indexing. Pricing is shifting toward retainers and data driven work. Metrics should expand beyond backlinks to include nofollow links and mentions, as about 75% of clients now value AI visibility. THE CONTENT CULTURES THAT LAST HAVE ONE THING IN COMMON (4 MINUTE READ) [13] Most content programs stall around the 18-month mark. 22% of B2B marketers rate their content marketing as very or extremely successful, while 42% cite a lack of clear goals as the root cause of underperformance. The difference between programs that fade and those that endure comes down to culture, built on a documented editorial mission, cross-functional ownership across product and sales teams, and sustainable workflows that prevent burnout. ⚡ QUICK LINKS GOOGLE'S PATENT LITERALLY TELLS YOU HOW TO REFRESH YOUR CONTENT (1 MINUTE READ) [14] Meaningful refreshes include updating the page title, adding a new substantive section, or changing link attributes. STOP SKIPPING THESE 5 MARKETING BASICS (2 MINUTE READ) [15] Focus on one customer, stay consistent, fix funnel bottlenecks, and repeat core actions fast. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=5bd7c50c-3c9e-11f1-834d-81fd7c7630c9&pt=campaign&t=1776684407&s=64e33eb1c9a01736a687c892caefb6f34c828a66aeaa2b14c8b6900dbc2da643 [4] https://www.lob.com/ebooks/a-marketers-recipe-for-omnichannel-success?utm_source=tldr&utm_medium=sponsored-content&utm_campaign=2026-community-marketing [5] https://links.tldrnewsletter.com/V0k9Wy [6] https://techcrunch.com/2026/04/18/the-app-store-is-booming-again-and-ai-may-be-why/?utm_source=tldrmarketing [7] https://newsletter.pricingsaas.com/p/how-to-optimize-your-pricing-page-a12?utm_source=tldrmarketing [8] https://strategybreakdowns.com/p/why-i-use-beehiiv?utm_source=tldrmarketing [9] https://www.evertune.ai/webinars/how-llms-work?utm_medium=email&utm_source=tldr&utm_campaign=how-llms-work-webinar&utm_content=tldr-newsletter [10] https://www.business.reddit.com/webinar/www-business-reddit-com-webinar-how-reddit-ads-win-in-the-ai-visibility-era?utm_source=tldrmarketing [11] https://www.thestateofbrand.com/news/linkedin-killed-company-pages?utm_source=tldrmarketing [12] https://www.buzzstream.com/blog/link-building-to-digital-pr/?utm_source=tldrmarketing [13] https://contently.com/2026/04/16/the-content-cultures-that-last-have-one-thing-in-common/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/jordanstevensdigitalmarketing_seo-contentstrategy-technicalseo-share-7450512075333931008-VE7q?utm_source=tldrmarketing [15] https://pierreherubel.substack.com/p/stop-skipping-these-5-marketing-basics?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=5bd7c50c-3c9e-11f1-834d-81fd7c7630c9&pt=campaign&pv=4&spa=1776682891&t=1776684407&s=525a2936a56d7dd9c034b1c5b9d1fac8aaaf6265a10dfd79e92a1e24230409ad

Claude Design can create designs, prototypes, slides, and more using Opus 4.7, an AI model that was introduced earlier this week ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Rokt] [4] TLDR 2026-04-20 CUSTOMERS ARE JUMPING FROM CHATBOTS TO CHECKOUT. IS YOUR SITE READY? (SPONSOR) [4] AI is compressing the customer journey. Customers used to discover, evaluate, and select products on your site. Now they're chatting with a bot and going straight to checkout. Rokt's latest whitepaper [4] is based on data from billions of transactions. It covers: * How checkout is taking on new strategic work * Understanding the economics and customer mindset in each step: Selection, Cart, Payment, Confirmation * Why the same offer can create value on one step and destroy it on another. * The relevance infrastructure [4] that helps brands stand out Get your (ungated) step-by-step framework to monetize the Transaction Moment [4] 📱 BIG TECH & STARTUPS ANTHROPIC DEBUTS CLAUDE DESIGN FOR CREATING PROTOTYPES, PITCH DECKS, AND MOCKUPS (2 MINUTE READ) [5] Claude Design can create designs, prototypes, slides, and more using Opus 4.7, an AI model that was introduced earlier this week. It can see images in greater resolution than Anthropic's previous models and is more 'tasteful and creative' when performing professional tasks. Claude Design allows founders, product managers, and marketers without a design background to create high-quality interfaces, slides, and docs. Teams in testing have been using it to create realistic prototypes, wireframes, mock-ups, design explorations, pitch decks, presentations, and social media assets. It is now available as a research preview for Claude Pro, Max, Team, and Enterprise customers. APPLE'S REVAMPED SIRI INTERFACE IN IOS 27 IS HIDDEN IN WWDC TEASER (8 MINUTE READ) [6] Apple's WWDC 2026 teaser provided a glimpse of the revamped Siri interface that will be part of iOS 27. The teaser hints at a complete overhaul of Siri that includes previously announced features along with several additional enhancements. The enhanced Siri will be able to handle multiple commands within a single query and support third-party AI agents. The design is still being tested within the company. The Siri announcement will be a central part of the announcements at the upcoming WWDC. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BLUE ORIGIN SUCCESSFULLY RE-USES A NEW GLENN ROCKET FOR THE FIRST TIME EVER (3 MINUTE READ) [7] Blue Origin successfully reused one of its New Glenn rockets, but the overall success of the mission is in question as the communications satellite that the rocket carried to space wound up in an off-nominal orbit. The company missed its target, which suggests something may have gone wrong with the rocket's upper stage. It is unclear whether the upper stage performed its second burn, scheduled an hour after the rocket lifted off. The re-use feat was achieved on just the third-ever launch of New Glenn. PANCREATIC CANCER MRNA VACCINE SHOWS LASTING RESULTS IN AN EARLY TRIAL (8 MINUTE READ) [8] mRNA vaccines, personalized for each individual using genetic material taken from their unique tumor cells, are showing promise in the fight against pancreatic cancer. These vaccines work as a type of immunotherapy that stamps out lingering, undetected cancer cells after surgery to remove larger tumors. Traditional immunotherapies only work in about 20% of all cancers, and pancreatic cancer is the poster child for difficult-to-treat cancers. The drugmakers behind the vaccine have now started Phase 2 clinical trials. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE TOP 25% OF NEWSLETTER ADS GET 4X HIGHER CTRS. (SPONSOR) [9] We analyzed 400+ TLDR campaigns to find out why. Ads that lead with the payoff actually underperform. See what the top performers do instead. [9] THE AGENT STACK BET (8 MINUTE READ) [10] Most 'production agents' shipping today feature custom plumbing, fragile session logic, shared service accounts, and weak security models. While models and tools have gotten dramatically better, there is a stack ceiling that is quietly creating a governance and reliability gap that agentic systems can't grow through. The current stack has excessive agency, with agents leaving a trail of corrupted state behind them. This article suggests four architectural bets teams should consider to move to the next generation of agentic systems. OUTPUT ISN'T DESIGN (2 MINUTE READ) [11] Many people mistake design as the act of producing something. However, the hard part of design is actually understanding the problem enough to know what and how something should exist at all. There is use and place for tools, but the tools aren't part of the design process. Design is the search for a good fit between a form and its context. Good design considers human needs, technical constraints, conflicting requirements, habits, edge cases, and easy-to-miss relationships that require time to identify. 🎁 MISCELLANEOUS INSIDE NOTION (53 MINUTE READ) [12] Notion is a company built on ideology, brand, and community rather than technical edge. The company's software gives users blank pages they can customize with modular blocks into whatever they want. Notion became the canonical product-led growth company after it first took off in 2018, propelled by brand ambassadors, influencers, and fandoms across social media. This article explores how the company works and how it became one of the top 10 most-used AI products in the world, despite not being 'AI-native'. META TARGETS 20 MAY FOR 8,000 LAYOFFS AS IT REDIRECTS BILLIONS TOWARD AI INFRASTRUCTURE (9 MINUTE READ) [13] Meta plans to cut approximately 10% of its workforce starting on May 20. The layoffs will hit teams across Reality Labs, the Facebook social division, recruiting, sales, and global operations. The restructure is being driven by a reallocation toward AI infrastructure spending. Teams will be reorganized into AI-focused 'pods' under Superintelligence Labs. ⚡ QUICK LINKS TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [14] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [15]. ON DWARKESH PATEL'S PODCAST WITH NVIDIA CEO JENSEN HUANG (63 MINUTE READ) [16] Most CEO interviews are generally self-serving, and they can be unreliable narrators, but Jensen Huang is usually not like that. VERCEL CONFIRMS BREACH AS HACKERS CLAIM TO BE SELLING STOLEN DATA (3 MINUTE READ) [17] Vercel, known for developing Next.js, says a limited subset of its customers have been affected by a security breach that involves unauthorized access to certain internal Vercel systems. THOUGHTS AND FEELINGS AROUND CLAUDE DESIGN (6 MINUTE READ) [18] Unlike Figma Make, Claude Design is HTML and JS all the way down. PGQUE (GITHUB REPO) [19] PgQue is a zero-bloat Postgres queue that only requires one SQL file to install. ‘FITBIT AIR' IS A SCREEN-LESS WHOOP COMPETITOR DEBUTING WITH ‘GOOGLE HEALTH' SUBSCRIPTION (1 MINUTE READ) [20] The 'Air' moniker likely refers to a thinner design that allows users to wear the device all day. ROBOTS BEAT HUMAN RECORDS AT BEIJING HALF-MARATHON (1 MINUTE READ) [21] The winning runner at a Beijing half-marathon for humanoid robots finished the race today in 50 minutes and 26 seconds. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b18b43a2-3c99-11f1-9b59-e50a61f84363&pt=campaign&t=1776680355&s=29740c1d8b31a7995108e42a356b9c324580cf4269acf7f5cea2c25d06c4fee6 [4] http://go.rokt.com/the-new-economics-of-checkout?utm_medium=sponsoredcontent&utm_source=tldrmain&utm_campaign=2026_brand&utm_content=whitepaper [5] https://www.macrumors.com/2026/04/17/anthropic-claude-design/?utm_source=tldrnewsletter [6] https://links.tldrnewsletter.com/X7B0vu [7] https://techcrunch.com/2026/04/19/blue-origin-successfully-re-uses-a-new-glenn-rocket-for-the-first-time-ever/?utm_source=tldrnewsletter [8] https://www.nbcnews.com/health/cancer/pancreatic-cancer-mrna-vaccine-shows-lasting-results-early-trial-rcna331969?utm_source=tldrnewsletter [9] https://advertise.tldr.tech/best-practices/pipeline-and-revenue/?utm_source=tldr&utm_medium=newsletter&utm_campaign=secondary04202026 [10] https://addyo.substack.com/p/the-agent-stack-bet?utm_source=tldrnewsletter [11] https://links.tldrnewsletter.com/lNGxt6 [12] https://colossus.com/article/inside-notion/?utm_source=tldrnewsletter [13] https://thenextweb.com/news/meta-layoffs-may-2026-ai-restructuring-thousands?utm_source=tldrnewsletter [14] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [15] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [16] https://thezvi.substack.com/p/on-dwarkesh-patels-podcast-with-nvidia?utm_source=tldrnewsletter [17] https://links.tldrnewsletter.com/nPDC2I [18] https://samhenri.gold/blog/20260418-claude-design/?utm_source=tldrnewsletter [19] https://github.com/NikolayS/pgque?utm_source=tldrnewsletter [20] https://9to5google.com/2026/04/19/fitbit-air-google-health/?utm_source=tldrnewsletter [21] https://techcrunch.com/2026/04/19/robots-beat-human-records-at-beijing-half-marathon/?utm_source=tldrnewsletter [22] https://refer.tldr.tech/420aa5da/ [23] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [24] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [25] https://jobs.ashbyhq.com/tldr.tech [26] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [27] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [28] https://twitter.com/tldrdan [29] https://twitter.com/SteveFlanders22 [30] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b18b43a2-3c99-11f1-9b59-e50a61f84363&pt=campaign&pv=4&spa=1776679259&t=1776680355&s=c768657774cb9d721885bb9fa512b00c018c258cc215cd178b2eed07bf93ddc2

Pew Research finds that roughly 9 in 10 teens use TikTok, Instagram, and Snapchat for entertainment. Snapchat is the most messaging-heavy platform ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-04-17 SPRING IS FINALLY HERE. SO WHY ARE MARKETERS FATIGUED? (SPONSOR) [4] The sun is shining, birds are singing—and your team's focus is slipping. As campaign volume ramps up for spring and summer, the Q2 crunch is here [4]. Your team needs a productivity boost, and they need it now.  Asana [4] is where marketers trust AI to automate task handoffs and summarize complex project threads so they can stay focused on the big picture. ⚡ Automate routine tasks: Let AI handle the busywork. 🏎️ Accelerate campaign delivery: Launch campaigns 50% faster. 📈 Scale effortlessly: Manage more projects without the extra stress. ➡️ Try Asana for free—no credit card required [4] 📱 NEWS & TRENDS TEENS' EXPERIENCES ON TIKTOK, INSTAGRAM, AND SNAPCHAT (5 MINUTE READ) [5] Pew Research finds that roughly 9 in 10 teens use TikTok, Instagram, and Snapchat for entertainment. Snapchat is the most messaging-heavy platform, with 57% of users messaging daily and about 30% posting daily. TikTok leads for product discovery, with about 60% of users saying they use it for product reviews. About 40% use TikTok or Instagram for news, compared with about a quarter on Snapchat. About 40% of TikTok users say it harms sleep, and about 30% say it hurts productivity. Snapchat stands out for relationships, with 44% of users saying it improves friendships. Overall, about 70% of teens across platforms report positive experiences. LINKEDIN GRAD'S GUIDE 2026: STARTING YOUR CAREER IN THE AI ERA (8 MINUTE READ) [6] Hiring for entry level jobs is down 6% YoY and fewer openings as AI replaces many junior tasks. At the same time, demand is growing in AI, business, and revenue roles. ‘Marketing Coordinator' ranks as the second fastest growing job title for new grads. Tech, finance, construction, and real estate are leading hiring. Cities like San Francisco, Seattle, and Austin remain key hubs. Career paths are shifting, with over half of Gen Z pursuing freelance or contract work and 68% considering starting a business. 🚀 STRATEGIES & TACTICS THE BRAND CONSISTENCY PROBLEM COMPANIES DON'T REALIZE THEY HAVE (1 MINUTE READ) [7] Brand inconsistency across platforms confuses LLMs and weakens how a company is represented in AI-generated recommendations. Many companies have 8 to 12 profiles that describe the product differently, which creates conflicting signals about what it does. To fix this, first use your homepage headline and services as the single source of truth. Then, list every third-party profile, such as LinkedIn, G2, and social bios. Finally, use automation tools like Claude to update all profiles on a quarterly cadence so they match the same positioning. CASE STUDY: HOW WE INCREASED CONVERSION RATES BY 50% FOR DUTCH AND RECLAIMED AI VISIBILITY (3 MINUTE READ) [8] Dutch increased conversion rates by 50% by focusing on high intent bottom-of-funnel SEO content and improving visibility in AI-driven search. It raised its LLM mention rate from 57.9% to 82.5% and improved AI search presence from 23.8% to 45.5% in two months. About 20% to 50% of traditional search traffic is at risk as roughly half of users now engage with AI-driven search. The strategy combined content expansion, technical SEO fixes, and off site efforts like backlinks and third party placements. These changes drove higher quality organic traffic and helped it compete more effectively against larger competitors. IN SEO, MEASURE THRICE, CUT ONCE (7 MINUTE READ) [9] A prioritization framework called THRICE extends the familiar ICE scoring model by adding Time, Headcount, and Reach alongside Impact, Confidence, and Effort. The additions address common SEO failures where teams burn political capital on initiatives that take too long, cost too much, or reach too few people. Each dimension is scored on a 1-10 scale, and the totals make trade-offs visible. A homepage title tag change might score 60/60 while a full site translation scores 26/60, making the case for sequencing without subjective debate. The framework also builds trust with engineering teams by openly accounting for their workload before making requests. 🧑‍💻 RESOURCES & TOOLS DSA UPGRADE TO AI MAX: WHAT ADVERTISERS NEED TO KNOW (4 MINUTE READ) [10] Google will automatically upgrade Dynamic Search Ads and campaign-level broad match to AI Max starting in September, with early migration tools available now. AI Max is not a new campaign type but a suite of features within Search campaigns that combines dynamic site matching with broader AI-driven query matching, text optimization, and landing page selection. Advertisers who used DSA as a catch-all discovery layer will need to shift toward more deliberate campaign structures since AI Max rewards clean site architecture and strong landing pages over manual keyword builds. HOW CMOS ARE BUILDING AI INTO THEIR MARKETING TEAMS (WEBINAR) [11] This webinar takes place today at 9 AM PT. Leaders from Optimizely, CompTIA, and 3Play Media break down their tools and team structures. They will share how they train teams and build AI fluency. Attendees will learn how to integrate AI, whether they are just starting or scaling. 🎁 MISCELLANEOUS WHAT BIASES AI AGENTS TO CHOOSE YOUR PRODUCT (4 MINUTE READ) [12] AI agents now act as buyers, and product pages must be optimized for them to increase selection rates. New research from Yale and Columbia finds that small changes in wording can drive large gains. The study found that renaming a product to match intent increased selection by 80.4 percentage points for GPT-5.1, 52 points for Gemini 2.5 Flash, and 41 points for Claude Opus 4.5. Agents favor strong keywords, higher ratings, more reviews, and positive badges, while “Sponsored” labels reduce selection. Better models make fewer mistakes, as failure rates dropped from 63.7% to 4.3% for Claude and from 25.8% to 1% for GPT across versions. 10 INFLUENCER MARKETING TIPS FROM THE MINDS BEHIND THE INTERNET'S BIGGEST CAMPAIGNS (8 MINUTE READ) [13] Influencer marketing leads at Duolingo and Crocs shared lessons from running major creator campaigns. A Duolingo partnership that started as a cold DM two years before activation generated millions of views during Miami Music Week, illustrating how patience and relationship-building produce results that transactional approaches cannot. Both marketers stressed that open briefs consistently outperform scripted ones because creators build audiences through their own voice, not brand talking points. A Crocs dark romance parody driven by a team member's genuine passion for BookTok earned 14 million organic views and eventually led to a legitimate Twilight franchise collaboration. HOW PINK'S WINDOW SERVICES TURNED BLUE-COLLAR WORK INTO A LIFESTYLE BRAND (4 MINUTE READ) [14] An Austin-based window cleaning franchise has turned a commoditized home services business into a lifestyle brand through bold retro branding, a distinctive color identity, and uniforms that double as sellable merchandise. The company operates over 100 franchise locations and positions its marketing infrastructure as a core selling point for franchisees, providing SEO, campaigns, and creative assets as part of the package. Branded vans parked at data-selected high-traffic locations replaced traditional billboard spending while building rapid local awareness. ⚡ QUICK LINKS 60 WAYS TO WRITE ABOUT 1 TOPIC (1 MINUTE READ) [15] How to repurpose content with new angles on the same topic. AI DRAGS DOWN SMARTPHONE SALES (2 MINUTE READ) [16] Rising memory costs driven by AI demand are pushing smartphone prices up by 40% to 50% and forcing major brands to cut output and rethink products. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=a3aa0a8c-3a3e-11f1-a937-2b9543aab7b1&pt=campaign&t=1776424897&s=2e8a8ab89fd3e4488961e51449e62eaa975f40ba2d4ec84297f1addb371f7fc5 [4] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq1_v2_cstm_cstm_tryforfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-041726 [5] https://www.pewresearch.org/internet/2026/04/15/teens-experiences-on-tiktok-instagram-and-snapchat/?utm_source=tldrmarketing [6] https://www.linkedin.com/pulse/linkedin-grads-guide-2026-linkedin-news-svpqe/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/rosshudgens_go-to-your-linkedin-company-page-right-now-share-7449933351290908672-TjwR?utm_source=tldrmarketing [8] https://www.growthmarketingpro.com/gmp-case-study-ai-visibility/?utm_source=tldrmarketing [9] https://www.productledseo.com/p/prioritize-seo-efforts-like-a-pro?utm_source=tldrmarketing [10] https://searchenginehubbub.com/google/ai-max/dsa-upgrade-ai-max/?utm_source=tldrmarketing [11] https://app.zuddl.com/exitfive/p/a/event/7679a6fc-c355-46b0-b369-9a4a03dce5ec?utm_source=tldrmarketing [12] https://app.sciencesays.com/p/what-biases-ai-agents-to-choose-your-product?utm_source=tldrmarketing [13] https://later.com/blog/10-expert-influencer-marketing-tips-from-internets-biggest-campaigns/?utm_source=tldrmarketing [14] https://www.marketergems.com/p/pinks-windows-marketing-and-branding-strategy?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/katharine-gordon_i-dont-know-what-to-post-today-dont-share-7450506142331392001-foKn?utm_source=tldrmarketing [16] https://cafetechinenglish.substack.com/p/ai-drags-down-smartphone-sales?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=a3aa0a8c-3a3e-11f1-a937-2b9543aab7b1&pt=campaign&pv=4&spa=1776423665&t=1776424897&s=2c936b88c57a20cb26fddcea77c32c6fe21114f5ee37e9ecef3d8507a905d51b

Anthropic has released Claude Opus 4.7. The model scores higher on key benchmarks than its direct rivals in some categories ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-04-17 ONE TOOL FOR EVERYTHING YOU TYPE. (SPONSOR) [4] Emails. Slack threads. Google Docs. AI prompts. Meeting notes. Code comments. If you type it, Wispr Flow [4] lets you speak it instead. Flow turns your voice into clean, formatted text with zero cleanup: * 4X FASTER THAN TYPING. Dictate naturally and Flow handles the rest. Filler words removed, grammar fixed, formatting done. * 89% OF MESSAGES SENT AS-IS. No editing. No corrections. Speak and send. * SYSTEM-WIDE ON EVERY DEVICE. Mac, Windows, iPhone, Android. Works in every app. Teams at OpenAI, Vercel, and Clay use Flow daily. Free to start. Try Wispr Flow Free [4] | Get Flow [4] 📱 BIG TECH & STARTUPS ANTHROPIC RELEASES CLAUDE OPUS 4.7, NARROWLY RETAKING LEAD FOR MOST POWERFUL GENERALLY AVAILABLE LLM (5 MINUTE READ) [5] Anthropic has released Claude Opus 4.7. The model scores higher on key benchmarks than its direct rivals in some categories. It is a specialized powerhouse optimized for reliability and long-horizon autonomy. The model is available across all major cloud platforms, with API pricing at $5/$25 per million tokens. MACBOOK NEO SELLS OUT FOR APRIL AS DEMAND FOR APPLE'S $599 LAPTOP OUTPACES SUPPLY (2 MINUTE READ) [6] The earliest deliveries for new MacBook Neo orders from Apple are now in May. Apple is selling the $599 laptop faster than it can produce them. Inventory quickly sold out after launch, and Apple hasn't caught up with demand. Some Apple retail store locations may still have units available. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY OPENAI STARTS OFFERING A BIOLOGY-TUNED LLM (2 MINUTE READ) [7] GPT-Rosalind is a large language model developed by OpenAI specifically trained on common biology workflows. It is able to access major public databases of biological information. The model can suggest likely biological pathways and potential drug targets. It has been tuned to be more skeptical so it can tell users when something is a bad drug target. Access to the model is limited to selected US-based entities via OpenAI's trusted access deployment structure. PHYSICAL INTELLIGENCE, A HOT ROBOTICS STARTUP, SAYS ITS NEW ROBOT BRAIN CAN FIGURE OUT TASKS IT WAS NEVER TAUGHT (7 MINUTE READ) [8] Physical Intelligence, a San Francisco-based robotics startup, has published new research showing that its latest model can direct robots to perform tasks they were never explicitly trained on. The new model, called π0.7, is an early but meaningful step towards a general-purpose robot brain. The model still can't execute complex multi-step tasks autonomously from a single high-level command, but it can be verbally coached to perform new tasks without additional data collection or model retraining. It is still in a research phase and not yet ready to be deployed as a product. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [9] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [10]. HYPERFRAMES (GITHUB REPO) [11] Hyperframes is an open-source video rendering framework that can create, preview, and render HTML-based video compositions. It has first-class support for AI agents. The CLI is designed for agent-driven workflows and is non-interactive by default. Videos can be rendered to MP4 locally or in Docker. UPDATES AND ANNOUNCEMENTS (WEBSITE) [12] Cloudflare just dropped a series of announcements for Agents Week 2026. Cloudflare is building a unified inference layer for agents that will let developers call models from over 14 providers. Cloudflare's Email Service, which allows users to send, receive, and process email natively with agents, is now in public beta. Artifacts is a Git-compatible versioned storage built for agents. 🎁 MISCELLANEOUS PROBABILISTIC ENGINEERING AND THE 24-7 EMPLOYEE (25 MINUTE READ) [13] The industry is rapidly moving from deterministic engineering to probabilistic engineering. Deterministic engineering involves writing code, testing it, reviewing it, and knowing what it does. Probabilistic engineering is where large portions of the codebase are generated by stochastic systems, reviewed under time pressure against contexts too large to fully hold, and integrated into a whole that no single human ever designed end-to-end. While generation has become cheap, validation has not. Past a certain throughput, bugs slip through because the output volume has exceeded what human attention can meaningfully inspect, and the models doing reviews miss plenty. THE CLIP ECONOMY (11 MINUTE READ) [14] Clips - snippets of long-form content - have taken over the entire media ecosystem. TBPN, a podcast recently purchased by OpenAI for $200 million, only draws in around 7,000 views per episode. However, the average TBPN clip receives around 257,000 views. TBPN bakes ads directly into its clips, which helped it generate $5 million in revenue last year. Clips are now the main product for a lot of media, rather than a byproduct. ⚡ QUICK LINKS REPLAY: THE DURABLE EXECUTION CONFERENCE FOR AGENTIC AI (SPONSOR) [15] Last chance to join Temporal's practical conference for building prod-ready AI agents from May 5-7! Join the full experience or add on a half-day builder's workshop: save up to $449 with code TLDR75. [15] NETFLIX CHAIR REED HASTINGS TO LEAVE BOARD IN JUNE (3 MINUTE READ) [16] Netflix Chair Reed Hastings has decided not to stand for re-election so he can focus on philanthropy and other pursuits. WRITE BROKEN COMMITS FOR BETTER REVIEW (6 MINUTE READ) [17] Intentionally broken code can lead to better outcomes. STOP COMPARING PRICE PER MILLION TOKENS: THE HIDDEN LLM API COSTS (4 MINUTE READ) [18] Token price is misleading, token efficiency varies by content type, and OpenAI has the most efficient tokenizer. ANDROID CLI: BUILD ANDROID APPS 3X FASTER USING ANY AGENT (7 MINUTE READ) [19] Google has released a new collection of tools designed to eliminate the guesswork of core Android development workflows when developers direct agents' work outside of Android Studio. NEW UNDERSEA CABLE CUTTER RISKS INTERNET'S BACKBONE (4 MINUTE READ) [20] China's new cable-cutting technology can reportedly cut subsea cables at depths of up to 13,123 feet. LARAVEL RAISED MONEY AND NOW INJECTS ADS DIRECTLY INTO YOUR AGENT (5 MINUTE READ) [21] A PR in Laravel Boost introduces a change that tells agents they should use Laravel Cloud to deploy projects. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=3ebe6c00-3a3c-11f1-af89-2b9543aab7b1&pt=campaign&t=1776421098&s=4a9ca6d306ad6ce39187020550ec63f0cbb295838a03b89efa4015e8974b458c [4] https://ref.wisprflow.ai/tldr-apr17 [5] https://venturebeat.com/technology/anthropic-releases-claude-opus-4-7-narrowly-retaking-lead-for-most-powerful-generally-available-llm?utm_source=tldrnewsletter [6] https://9to5mac.com/2026/04/16/macbook-neo-sells-out-for-april-as-demand-for-apples-affordable-laptop-outpaces-supply/?utm_source=tldrnewsletter [7] https://arstechnica.com/science/2026/04/openai-starts-offering-a-biology-tuned-llm/?utm_source=tldrnewsletter [8] https://techcrunch.com/2026/04/16/physical-intelligence-a-hot-robotics-startup-says-its-new-robot-brain-can-figure-out-tasks-it-was-never-taught/?utm_source=tldrnewsletter [9] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [10] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [11] https://github.com/heygen-com/hyperframes?utm_source=tldrnewsletter [12] https://www.cloudflare.com/agents-week/updates/?utm_source=tldrnewsletter [13] https://www.timdavis.com/blog/probabilistic-engineering-and-the-24-7-employee?utm_source=tldrnewsletter [14] https://links.tldrnewsletter.com/24J4nz [15] https://replay.temporal.io/?utm_source=newsletter&utm_medium=sponsorship&utm_campaign=newsletter-2026-04-17-tldr&utm_content=replay-2026-tldr-ai-quicklink [16] https://links.tldrnewsletter.com/2ylNv4 [17] https://huonw.github.io/blog/2026/04/broken-commits/?utm_source=tldrnewsletter [18] https://www.tensorzero.com/blog/stop-comparing-price-per-million-tokens-the-hidden-llm-api-costs/?utm_source=tldrnewsletter [19] https://android-developers.googleblog.com/2026/04/build-android-apps-3x-faster-using-any-agent.html?utm_source=tldrnewsletter [20] https://arstechnica.com/gadgets/2026/04/china-tests-an-undersea-cable-cutter-as-suspected-sabotage-incidents-grow/?utm_source=tldrnewsletter [21] https://techstackups.com/articles/laravel-raised-money-and-now-injects-ads-directly-into-your-agent/?utm_source=tldrnewsletter [22] https://refer.tldr.tech/420aa5da/ [23] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [24] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [25] https://jobs.ashbyhq.com/tldr.tech [26] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [27] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [28] https://twitter.com/tldrdan [29] https://twitter.com/SteveFlanders22 [30] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=3ebe6c00-3a3c-11f1-af89-2b9543aab7b1&pt=campaign&pv=4&spa=1776420026&t=1776421098&s=af3663935f65093e397e5cfb872d1faf37607d76504dbdb4c4f45705522097f6

OpenAI aims to reach $100 billion in ad revenue within five years despite still being in early testing. Its strategy relies on two pillars ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [StackAdapt] [4] TLDR MARKETING 2026-04-16 CONVERSION 2026: FEATURING BETHANY HAMILTON AND JON LEVY (SPONSOR) [4] Join StackAdapt's flagship marketing virtual event on June 2. Gain fresh perspectives from industry leaders shaping what's next across AI, modern measurement, and connected strategy. You'll also hear from resilience expert Bethany Hamilton as well as NYT bestselling author Jon Levy, sharing insights that will change the way you think about leadership, your mindset, and performance. 🔎 Get a clearer view [4] of what's happening now and what's coming next. 🗓️ Save your seat and join us virtually on June 2 [4] 📱 NEWS & TRENDS OPENAI'S AMBITIOUS (AND UNREALISTIC?) ADVERTISING TARGETS (2 MINUTE READ) [5] OpenAI aims to reach $100 billion in ad revenue within five years despite still being in early testing. Its strategy relies on two pillars: rapid growth of ChatGPT and strong purchase intent from its users that can drive higher conversion rates. It already has over 900 million weekly users and projects 2.75 billion by 2030, which would be on par with Facebook or Instagram, and ahead of TikTok. In the first six weeks of testing, more than 600 advertisers ran campaigns on the chatbot and generated over $8 million in monthly revenue. The company expects growth to $2.6 billion this year and over $100 billion by 2030 while it builds ad tools and proves it can monetize its audience. MORE THAN 8 IN 10 CONSUMERS TRY TO AVOID ADS (2 MINUTE READ) [6] A survey by Gartner found that 81% of consumers in the US try to tune out ads and 52% actively block them through ad-free subscriptions, VPNs, or ad blockers. The backlash is strongest among younger audiences, with 24% of Gen Z saying retargeted ads negatively impact their perception of the advertised brand compared to 18% of Millennials and 16% of older cohorts. Sponsored content and non-intrusive formats generate significantly less negative sentiment than pop-ups or unskippable placements. 🚀 STRATEGIES & TACTICS HOW TO FIND YOUR BEST CUSTOMERS VIA CLAUDE (2 MINUTE READ) [7] Identify your highest-paying and longest-retained customers using Stripe data, then use Claude to surface shared traits and define your “golden segment”. Build a positioning framework and rewrite your messaging around what that segment actually cares about. Audit all marketing assets to align with the new positioning. Create a single ICP document that defines who to target and who to avoid. Apply it across all channels so only high-quality leads are qualified and passed to sales. FIXING WEBFLOW STAGING PAGES GETTING INDEXED IN GOOGLE (1 MINUTE READ) [8] Check whether your Webflow staging domain is indexed using a site search query in Google. If it is, add the domain to Google Search Console and submit a removal request for temporary deindexing. For a long term fix, add a meta robots noindex tag to pages using custom code or Tag Manager. Then turn off Webflow's SEO setting that claims to disable indexing but actually blocks crawling instead. THE REDDIT DETOUR DISTORTING PPC SIGNALS (4 MINUTE READ) [9] Reddit is quietly distorting PPC signal quality by intercepting high-intent searches before buyers ever reach an advertiser's page. A study of 8,566 B2B SaaS keywords found Reddit beats every vendor organically 67.3% of the time on terms with $50+ CPCs. When buyers spend days researching on Reddit before clicking an ad, Smart Bidding sees the cost without the conversion and pulls back on the exact terms producing the most qualified leads. Offline conversion tracking is the primary fix, with Google's own data showing a median 10% lift in conversions for advertisers who import downstream outcomes using first-party data alongside click IDs. 🧑‍💻 RESOURCES & TOOLS THE TOP 25% OF NEWSLETTER ADS GET 4X HIGHER CTRS. (SPONSOR) [10] We analyzed 400+ TLDR campaigns to find out why. Ads that lead with the payoff actually underperform.See what the top performers do instead. [10] GOOGLE ADDS AI SKILLS TO CHROME TO HELP YOU SAVE FAVORITE WORKFLOWS (2 MINUTE READ) [11] Google is adding a new Chrome feature called Skills that lets users save and reuse AI prompts through Gemini across any web page. Instead of rewriting prompts, users can trigger saved workflows with a click or shortcut. This makes tasks like summarizing content, comparing products, or modifying recipes faster and repeatable. Google is also launching a library of prebuilt Skills that users can customize. AGENTIC ENGINE OPTIMIZATION (AEO), ACCORDING TO A GOOGLE SOFTWARE ENGINEER (10 MINUTE READ) [12] Addy Osmani, a Software Engineer at Google, explains what Agentic Engine Optimization (AEO) is and how it applies to product documentation sites. AI coding agents already read documentation but leave almost no analytics trace, often spending only about 400 milliseconds on a page while bypassing traditional engagement metrics. A single page can often exceed an agent's token capacity (100K to 200K), which will force truncation or hallucination. Effective AEO requires making docs discoverable, machine-readable, and token-efficient through tools like llms.txt, skill.md, and proper robots.txt access. Brands that adapt early will improve agent success rates and visibility, while those that do not risk silent failures. SEO TIP: REGEX + SEARCH OPERATORS (1 MINUTE READ) [13] You can use Regex commands with search operators in Google Search. This is a simple but powerful method for targeted competitor and SERP-based research. This could be used to identify indexing issues on your site, competitor content spread across multiple directories, and more. 🎁 MISCELLANEOUS YOU ASKED, I ANSWERED: LIST GROWTH, EMAIL DESIGN, AND DELIVERABILITY (4 MINUTE READ) [14] Traditional lead magnets are losing impact in an AI-driven, zero-click world. Email list growth now comes from offering real and ongoing value that solves specific audience needs. Use both designed and plain text emails, since design builds engagement while plain text works best for personal messages. Encouraging replies improves deliverability and builds relationships while uncovering useful insights. YOUR PUBLIC RECORD IS BEING WRITTEN WITHOUT YOU (4 MINUTE READ) [15] Your brand is shaped less by what you publish and more by the “public record” across AI outputs, reviews, and third-party content, often before users reach your site. In a zero-click world, decisions are driven by these aggregated signals. These can surface outdated or weak claims if left unchecked. To stay influential, audit how you appear across search and AI, identify which narratives dominate, and publish credible information that is easy to surface and cite. ⚡ QUICK LINKS STOP WASTING CONTENT: LINKEDIN & B2B MARKETING MISTAKES (4 MINUTE READ) [16] Most B2B teams waste good content by not reusing, distributing, or aligning it across the business. 10 CREATIVES ON HOW GOING IN-HOUSE CHANGED THEIR MARKETING APPROACH (8 MINUTE READ) [17] Moving in-house sharpens creative decisions by providing greater context and deepens accountability because teams live with the results of their work. GOOGLE WILL BEGIN PUNISHING SITES FOR BACK BUTTON HIJACKING IN JUNE (2 MINUTE READ) [18] The technique manipulates browser history to redirect users to additional content pages or pop-ups instead of letting them navigate back. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=eb7c77cc-3945-11f1-8055-c9c889f8fbee&pt=campaign&t=1776338406&s=0e2202b28cb6da21fc41d41f928087aad2d3fb14a083dd8603d50c607345acc4 [4] https://go.stackadapt.com/9j5g0f63 [5] https://cafetechinenglish.substack.com/p/openais-ambitious-and-unrealistic?utm_source=tldrmarketing [6] https://moonshot.news/news/advertising-news/more-than-8-in-10-consumers-try-to-avoid-ads-according-to-survey/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/zayd-syed-ali-4201101a9_i-spent-4-hours-with-claude-this-weekend-share-7449796881372631040-21iv?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/sam-penny_how-could-one-of-the-biggest-cms-platforms-share-7448230436276805632-3si-?utm_source=tldrmarketing [9] https://searchengineland.com/reddit-ppc-signals-474323?utm_source=tldrmarketing [10] https://advertise.tldr.tech/best-practices/pipeline-and-revenue/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary04162026 [11] https://techcrunch.com/2026/04/14/google-adds-ai-skills-to-chrome-to-help-you-save-favorite-workflows/?utm_source=tldrmarketing [12] https://addyosmani.com/blog/agentic-engine-optimization/?utm_source=tldrmarketing [13] https://www.linkedin.com/posts/chris-long-marketing_how-have-i-been-doing-seo-for-10-years-and-share-7450158833106137089-CGKt?utm_source=tldrmarketing [14] https://links.tldrnewsletter.com/XmiTJN [15] https://amandanat.substack.com/p/your-public-record-is-being-written?utm_source=tldrmarketing [16] https://www.linkedin.com/pulse/stop-wasting-content-linkedin-b2b-marketing-mistakes-raymond-fdjrc/?utm_source=tldrmarketing [17] https://links.tldrnewsletter.com/gQKpM8 [18] https://arstechnica.com/gadgets/2026/04/websites-that-hijack-your-back-button-must-stop-by-june-15-or-face-googles-wrath/?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=eb7c77cc-3945-11f1-8055-c9c889f8fbee&pt=campaign&pv=4&spa=1776337249&t=1776338406&s=8d03f576ceaaf3ecc21d6bafa800bf4d8a0c9363b9b6480bdc23408f8d30e89f

Elon Musk's Terafab team has reached out to chip industry suppliers for price quotes and delivery times for a variety of chipmaking gear ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-04-16 NPX WORKOS: FROM AUTH INTEGRATION TO ENVIRONMENT MANAGEMENT, ZERO CLICKOPS (SPONSOR) [4] NPX WORKOS@LATEST launches an AI agent, powered by Claude [5], that reads your project, detects your framework, and writes a complete auth integration into your codebase. No signup required. It creates an environment, populates your keys, and you claim your account later when you're ready. But the CLI goes way beyond installation. [6] WorkOS Skills make your coding agent a WorkOS expert. WORKOS SEED defines your environment as code. WORKOS DOCTOR finds and fixes misconfigurations. And once you're authenticated, your agent can manage users, orgs, and environments directly from the terminal. No more ClickOps. See how it works → [4] 📱 BIG TECH & STARTUPS MUSK ASKS SUPPLIERS TO MOVE AT ‘LIGHT SPEED' ON NEW CHIPMAKING PLAN (6 MINUTE READ) [7] Elon Musk's Terafab team has reached out to chip industry suppliers for price quotes and delivery times for a variety of chipmaking gear. The outreach suggests Musk is continuing with the project in the face of scepticism from the semiconductor industry. Musk's representatives have asked for speedy price estimates while providing minimal information about the products to be made. The project is offering to pay a considerable amount above quoted figures if suppliers give Terafab priority. SIRI ENGINEERS SENT TO AI CODING BOOTCAMP AS APPLE PREPARES TO DELIVER SIRI OVERHAUL (1 MINUTE READ) [8] Apple is sending a large portion of its Siri engineers to a multi-week bootcamp on learning how to code with AI. Around 60 members of the Siri development team will continue working on Siri, with another 60 evaluating how the assistant is performing. Apple is expected to unveil a smarter, more capable version of Siri in two months at WWDC. The new Siri is under testing to ensure it meets Apple's safety standards and can interpret and execute commands from users. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ARTEMIS II WAS A BLOCKBUSTER. LANDING ON THE MOON WILL BE A LOT HARDER (6 MINUTE READ) [9] The Artemis III mission next year will help NASA and its contractors set up an attempt at one or more visits to the moon in 2028. Both SpaceX and Blue Origin have run into delays in developing spacecraft for the missions. A landing operation with astronauts within the next few years may not be achievable. Both companies have key tests coming up that will inform their lunar work and vehicles. FRONTIER SYSTEMS FOR THE PHYSICAL WORLD (34 MINUTE READ) [10] The paradigm is shifting to robot learning, autonomous science, and human-machine interfaces. These are not entirely separate efforts and thematically form a group of emerging frontier systems for the physical world. They share common technical primitives and are mutually reinforcing in ways that create compound dynamics across domains. These domains create a structural flywheel for extending AI into the physical world. This post looks at the technical primitives underlying these domains and examines why they present frontier opportunities. 💻 PROGRAMMING, DESIGN & DATA SCIENCE 12 DAYS TO DIGITALOCEAN DEPLOY: THE AI INFERENCE ERA IS HERE (SPONSOR) [11] DigitalOcean Deploy is April 28 in SF. Leaders from Character, Workato, VAST Data, Arcee, and vLLM on stage sharing how they run AI in production. Plus a fireside chat with NVIDIA's Kari Briski on the future of agentic AI and a first look at DigitalOcean's next-gen inference products. Free to attend, limited spots. REGISTER NOW! [11] OPENAI UPDATES ITS AGENTS SDK TO HELP ENTERPRISES BUILD SAFER, MORE CAPABLE AGENTS (3 MINUTE READ) [12] OpenAI has introduced a number of new features designed to help businesses create their own agents using its agents software development toolkit. This includes a sandboxing ability that allows agents to operate in controlled computer environments. There is a new in-distribution harness for frontier models that allows agents to work with files and approved tools within a workspace. The new features are designed to allow users to build long-horizon agents on their own infrastructure. INTRODUCING XATA OSS: POSTGRES PLATFORM WITH BRANCHING, NOW APACHE 2.0 (8 MINUTE READ) [13] Xata is a cloud-native Postgres platform with fast branching, scale-to-zero functionality, 100% vanilla Postgres, and all the production-grade requirements. It can be used to create preview and testing environments quickly and with real data, and as a fully-managed PostgreSQL service to run the production database. The core Xata platform is open-source under the Apache 2 license. 🎁 MISCELLANEOUS SNAP TO CUT 16% OF WORKFORCE AS IT SEEKS PROFITABILITY (2 MINUTE READ) [14] Snap plans to cut around 1,000 jobs from its full-time workforce and close more than 300 open positions. The company is facing pressure from investors over its struggles for profitability. The cuts will enable Snap to increase efficiency and pursue profitable growth. Snap now projects that its total revenue will increase by 12% in the first quarter. WHY CHATGPT CITES ONE PAGE OVER ANOTHER (STUDY OF 1.4M PROMPTS) (11 MINUTE READ) [15] ChatGPT is an aggressive editor. It favors its general search index, uses semantic similarity to select and cite sources, and treats Reddit like a textbook. The pages that get cited are the ones whose titles and content match the questions ChatGPT is asking behind the scenes, and that surface through the right retrieval channel. ⚡ QUICK LINKS YOUR JOB WON’T MAKE YOU AI-FIRST. GAUNTLET WILL (SPONSOR) [16] Gaunlet is a 10-week engineering fellowship built around sustained execution. Design and ship production-grade AI systems that advance your career. Alumni land $200k-$950k starting compensation. Apply to join Cohort 5 [16] STRUGGLING SHOE RETAILER ALLBIRDS MAKES BIZARRE PIVOT TO AI, ADDS $127 MILLION IN VALUE (3 MINUTE READ) [17] Allbirds, a shoe retailer, is pivoting its business to AI compute infrastructure and will change its name to NewBird AI. HOW ELON MUSK PLANS TO BYPASS THE ASML BOTTLENECK TO BUILD TERAFAB (22 MINUTE READ) [18] TERAFAB's strategy relies on raw scale and vertical integration. FISSION IMPOSSIBLE: UNCLE SAM WANTS NUCLEAR REACTORS IN SPACE BY 2031 (2 MINUTE READ) [19] The US Office of Science and Technology Policy has published an initiative to develop low- to mid-power space reactors in orbit and on the lunar surface. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [20] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [21]. YOUR DEPENDENCIES ARE SOMEONE ELSE'S ATTACK SURFACE (8 MINUTE READ) [22] Supply-chain attacks are becoming more common as some dependencies don't have the resources to ensure security. AN END TO CERVICAL CANCER IS POSSIBLE (11 MINUTE READ) [23] Many cancers are caused by preventable infections. UKRAINE'S MILITARY ROBOT SURGE AIMS TO OFFSET DRONE RISKS TO HUMANS (3 MINUTE READ) [24] Drones now account for the majority of casualties in the Russia-Ukraine war. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Social media feeds now show far more content from strangers and ads than from real connections. Only 18% of top posts come from friends and family ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Contentful] [4] TLDR MARKETING 2026-04-15 HYPER-RELEVANT CONTENT PERSONALIZATION IS NOW BLISSFULLY SIMPLE (SPONSOR) [4] Marketers know the feeling when content just…works.  With Contentful [4], you get that feeling every day. Use simple no-code tools and on-brand AI [4] to: * Deliver real time personalization and targeting with modular content that scales * Reuse and remix your best content effortlessly * Turn trends into experiences and create winning landing pages Contentful takes the stress out of managing and delivering personalized content - so all that's left is possibilities. Get the feels at Contentful.com [4] 📱 NEWS & TRENDS REVEALED: ‘ANTI-SOCIAL MEDIA' SHOWS TWICE AS MUCH CONTENT FROM STRANGERS AS POSTS FROM FRIENDS AND FAMILY (2 MINUTE READ) [5] Social media feeds now show far more content from strangers and ads than from real connections. A new study from IPPR finds that only 18% of top posts come from friends and family, while 35% come from influencers or recommended content, and 29% come from ads and brands. On TikTok and X, just 10% of posts come from people users know, and about 14% are ads. Algorithms favor content that keeps users engaged, which increases time spent but reduces social interaction and shared experiences. META SET TO OVERTAKE GOOGLE IN GLOBAL DIGITAL AD REVENUE (3 MINUTE READ) [6] Meta is forecast to overtake Google in global digital ad revenue for the first time by the end of 2026, generating a projected $243 billion compared to Google's $239.5 billion. The shift is driven by Meta's accelerating growth rate of 24.1% in 2026 versus Google's steadier 12%, with tools like Advantage+ and Reels improving advertiser performance across Facebook and Instagram. Google's market share has been declining since 2021, while Meta's has climbed to a projected 26.8%. Together with Amazon at $82 billion, the three platforms are expected to account for 62.3% of total worldwide digital ad spend in 2026. 🚀 STRATEGIES & TACTICS POSITIONING 101: HOW TO LIVE RENT-FREE IN YOUR BEST CLIENTS' MINDS (8 MINUTE READ) [7] Clear positioning keeps your brand top-of-mind and allows you to avoid competing on price. Positioning is both a process and a simple statement that defines what you do, who it is for, and why it's valuable. Strong positioning comes from your unique skills and real client insight gathered through customer feedback and research. It answers five key questions about alternatives, strengths, value, audience, and context so you can target clients who care and will pay more. The result is a clear and memorable statement that guides your marketing and builds authority over time. Your positioning should be reviewed and refined every 6 months. TURN SMALL CONTENT INTO BIG CONTENT (2 MINUTE READ) [8] Start with a LinkedIn post to test an idea and gather feedback from real engagement. Expand only the posts that resonate into full articles, using audience comments to shape what you add. Combine your strongest articles into a conference talk that synthesizes the best ideas. Turn that talk into a podcast discussion to explore the concepts in more depth. Finally, package multiple talks into a structured video course that builds layered, validated content over time. 🧑‍💻 RESOURCES & TOOLS WHAT IF YOUR NEXT BIG IDEA WAS A FLIGHT AWAY? (SPONSOR) [9] VivaTech is where industry leaders shape what's next. Past speakers include NVIDIA CEO Jensen Huang and Adobe CMO Rachel Thornton. Join us [9] in Paris and connect with 180,000+ ATTENDEES FROM 171 COUNTRIES. 50% OFF YOUR PASS. June 17-20, 2026, Paris. [9] INTRODUCING THE MARKETING ENGINEER (6 MINUTE READ) [10] A marketing engineer uses AI, automation, and light coding to build systems that run and scale marketing work like software instead of relying on manual execution. Profound's Marketing Engineering course is a three-module program that teaches you how to think in systems, build agents that run real marketing workflows, and operate as an engineer inside a marketing team. The 3 hour course covers everything from identifying what to automate to writing prompts that work without you to building full systems from discovery to deployment. HUBSPOT AEO BETA (TOOL) [11] HubSpot's AEO helps businesses improve how they show up in AI-generated answers across tools like ChatGPT, Gemini, and Perplexity. It tracks brand visibility and sentiment, showing how often a company appears in AI responses compared to competitors. It also identifies and suggests relevant prompts people are asking so teams know what to optimize for. The tool analyzes which pages, domains, and content AI systems are citing. 4 NEW ENGAGEMENT OPTIONS FOR YOUTUBE CREATORS (2 MINUTE READ) [12] YouTube has announced 4 new livestreaming features: horizontal stream gifts, expanded gift access in 6 new markets, automatic ad-free windows after donations, and dual-format streaming. 🎁 MISCELLANEOUS GOOGLE ZERO: IS THE NEWS INDUSTRY'S DECLINE REALLY GOOGLE'S FAULT? (7 MINUTE READ) [13] “Google Zero” is overstated since publisher traffic from Google has mostly flattened rather than collapsed, which makes SEO a zero sum competition instead of a growth channel. Many publishers misread flat traffic as decline and worsen the problem by cutting SEO investment, which can directly reduce their visibility. Data cited to support major declines is often flawed due to skewed comparisons like election year vs. non election year and mixed traffic categories. AI overviews do reduce some clicks, but they mainly impact low value content like product reviews and listicles rather than core news reporting. Publishers can still grow by focusing on original reporting or niche coverage, and by diversifying revenue through subscriptions and newsletters. MID-LEVEL GENERALIST > SENIOR STRATEGIST (1 MINUTE READ) [14] The most important hire in content is a mid-level generalist who can think strategically, write well, and use AI fluently. This role is disappearing as companies shift to senior leaders setting direction and junior or AI tools handling execution. That creates a gap in judgment and translation between strategy and execution. The generalist turns strategy into strong briefs, evaluates AI output, and connects business goals to audience needs. Without this layer, teams produce more content but lose quality, context, and coherence. AI COMPANIES MAKE POWERFUL TECH – BUT THEY'RE ALSO SAVVY MARKETERS (3 MINUTE READ) [15] Anthropic's release of Claude Mythos, a cybersecurity-focused AI model, has generated significant attention partly because the company withheld it from public access and called it a "reckoning" for the industry. Cybersecurity experts are already pushing back, with one noting that some of the claimed zero-day vulnerability discoveries are less significant to real-world security than the messaging suggests. The withholding strategy creates demand, a tactic previously used by OpenAI when it delayed the release of GPT-2 and its video generator Sora. ⚡ QUICK LINKS JOB APPLICATION TIP (2 MINUTE READ) [16] Use X-ray searches like site:lever.co ("role" OR "title") ("remote" OR "US") ("industry keywords") to find hidden ATS job posts and improve visibility. “MEME-LEVEL UNDERSTANDING” EXERCISE (1 MINUTE READ) [17] Map audience pressures, emotions, and top pain points to create insider-level messaging. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=e6cfd2e0-38ab-11f1-b4d3-b1ea3a174000&pt=campaign&t=1776252531&s=2656098c1267a5ef69cca9c70d7f7b0af6c90674bf124cc1f741a146a66d6d1d [4] https://www.contentful.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=fy27-q1-global-feeling_so_contentful [5] https://www.ippr.org/media-office/revealed-anti-social-media-shows-twice-as-much-content-from-strangers-as-posts-from-friends-and-family?utm_source=tldrmarketing [6] https://www.marketing-interactive.com/meta-set-to-overtake-google-in-global-digital-ad-revenue?utm_source=tldrmarketing [7] https://copyhackers.com/2026/04/positioning-101/?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/timsoulo_the-biggest-lie-in-content-marketing-is-the-share-7447584244933107712-yyPK?utm_source=tldrmarketing [9] https://vivatech.com/get-your-pass?ca=VIVATECHTLDR2&utm_source=TLDR&utm_medium=email&utm_campaign=TLDR2&utm_id=TLDR2 [10] https://university.tryprofound.com/courses/marketing-engineering-concepts/modules/manifesto/lessons/the-rise-of-the-marketing-engineer?utm_source=tldrmarketing [11] https://www.hubspot.com/products/aeo?utm_source=tldrmarketing [12] https://www.socialmediatoday.com/news/4-new-engagement-options-for-youtube-creators/817377/?utm_source=tldrmarketing [13] https://www.buzzstream.com/blog/google-zero-podcast/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/juliaporter234_as-a-head-of-content-there-is-one-role-i-share-7446137792373436416-Fajm?utm_source=tldrmarketing [15] https://www.theguardian.com/technology/2026/apr/13/ai-tech-marketing?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/theresapark9_ive-talked-about-this-before-but-it-came-share-7447070625841500160-wXEx?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/jesscook-contentmarketing_fill-in-the-meme-ugcPost-7449463724886679554-RAMt?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=e6cfd2e0-38ab-11f1-b4d3-b1ea3a174000&pt=campaign&pv=4&spa=1776250882&t=1776252531&s=efdae3006495ba348647db8c2915fa107302f38fb85daef78efe4dac33c0700b

Amazon has entered into an agreement with Apple to provide satellite service for its devices using the Amazon Leo network ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Viktor] [4] TLDR 2026-04-15 WE ASKED 134 CUSTOMERS WHAT VIKTOR ACTUALLY DOES FOR THEM. NOT ONE SAID "CHATBOT." (SPONSOR) [4] They said colleague. Coworker. Team member. One CEO called Viktor "the glue that holds my e-commerce business together." Viktor [4] lives in Slack, connects to 3,000+ tools via OAuth, and gets work done across your company. Teams use it to pull Stripe revenue against HubSpot pipeline, monitor Sentry alerts, generate campaign briefs, build landing pages, and send PDF reports to leadership. Top 5 on Product Hunt with 130 comments. SOC 2 certified. Your data never trains models. "Before Viktor, I never really thought of AI as something that could feel like a real coworker." Robert Tyrrell Start free. $100 in credits → [4] 📱 BIG TECH & STARTUPS ANTHROPIC ATTRACTS INVESTOR OFFERS AT AN $800 BILLION VALUATION (2 MINUTE READ) [5] Anthropic has received several offers from investors for a new round of funding that could value the company at $800 billion or higher. The discussions are still early and the deal may fail to materialize. Anthropic has so far resisted such offers, so it is unclear if the company will accept investors' terms. It has also discussed a public listing as early as October. LIKE ANTHROPIC, OPENAI WILL SHARE LATEST TECHNOLOGY ONLY WITH TRUSTED COMPANIES (3 MINUTE READ) [6] OpenAI plans to share a new model called GPT‑5.4‑Cyber with hundreds of organizations before expanding release to other partners in the coming weeks. It plans to make the tool as widely available as possible while preventing misuse. The model is designed to identify security holes in software. OpenAI hopes to give defenders an edge over attackers by releasing the technology to a smaller group. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY APPLE CHOOSES AMAZON SATELLITES FOR IPHONE, YEARS AFTER REJECTING STARLINK OFFER (6 MINUTE READ) [7] Amazon has entered into an agreement with Apple to provide satellite service for its devices using the Amazon Leo network. Amazon recently signed a merger agreement to buy satellite operator Globalstar, which had already partnered with Apple for satellite messaging on the iPhone. Buying Globalstar will help Amazon enter the Direct-to-Device market, in which satellites provide connectivity to mobile phones. Apple is working on a framework for third-party apps to let developers add satellite connections to their apps. MAX HODAK'S SCIENCE CORP. IS PREPARING TO PLACE ITS FIRST SENSOR IN A HUMAN BRAIN (5 MINUTE READ) [8] Science Corporation plans to start human trials for its biohybrid brain-computer interface. It has hired a top neurobiologist to surgically place a sensor for a future interface into a patient's brain. The sensor will be implanted into the skull, but rest on top of the brain. The final device will be embedded with lab-grown neurons that can be stimulated with pulses of light and are designed to naturally integrate with the neurons in a patient's brain. 💻 PROGRAMMING, DESIGN & DATA SCIENCE [WEBINAR] HOW TO STOP BABYSITTING YOUR AGENTS (SPONSOR) [9] Agents can generate code. Getting it right for your system is the hard part – you end up wasting time and tokens in the back and forth. More MCPs solve access but not understanding. Join us for a FREE webinar on April 23 [9] to see how to give agents exactly what they need to generate mergeable code the first time. Register now [9] ANTHROPIC ADDS ROUTINES TO REDESIGNED CLAUDE CODE, HERE'S HOW IT WORKS (2 MINUTE READ) [10] Anthropic's new repeatable routines feature for Claude Code runs tasks on Claude Code's web infrastructure, so users' Macs don't need to be online for each task. It is now available as a research preview. The Pro plan supports running 5 routines per day, the Max plan supports running 15 routines per day, and the Team/Enterprise plans support running 25 routines per day. Users can now run multiple Claude sessions side by side in a single window and manage them all from the sidebar. MATT MULLENWEG SAYS “THE WHEELS HAVE FALLEN OFF” IN WIDE-RANGING WORDPRESS CRITIQUE (15 MINUTE READ) [11] Matt Mullenweg has criticised the WordPress project, saying it spent years doing damage to itself and that it has a release culture that produces 'boring or mediocre crap'. He claims that the project isn't being beaten by competition but that it was in a state of self-inflicted decline. Some contributors believe that the project's slowdown was due to Mullenweg's public dispute with WP Engine in September 2024, but Mullenweg rejected the notion. 🎁 MISCELLANEOUS INSIDE GITHUB'S FAKE STAR ECONOMY (16 MINUTE READ) [12] A study found 6 million fake stars across 18,617 repositories. AI/LLM repositories were the largest non-malicious category. There are at least a dozen websites selling stars for between $0.03 to $0.85 each. The FTC introduced a rule in 2024 banning fake social influence metrics with a penalty of $53,088 per violation. The SEC has already charged startup founders for inflating traction metrics during fundraising. GOOGLE INTRODUCES “SKILLS” IN CHROME TO MAKE GEMINI PROMPTS INSTANTLY REUSABLE (2 MINUTE READ) [13] Chrome has implemented 'Skills' in Chrome - reusable prompts that can be accessed while browsing with a single click. Skills make it easier to repeat tasks that were already possible with Gemini in Chrome. The feature makes it easy to save favorite prompts, making them easy to quickly access. The desktop version of Chrome will remember saved Skills across devices. ⚡ QUICK LINKS TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [14] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [15]. CYBERSECURITY LOOKS LIKE PROOF OF WORK NOW (1 MINUTE READ) [16] A team evaluating Claude Mythos Preview's cyber capabilities found that they got better results the more tokens they spent. PLAIN (GITHUB REPO) [17] Plain is a Python web framework for building apps designed for humans and agents. SCALING MCP ADOPTION (10 MINUTE READ) [18] This post discusses Cloudflare's best practices for securing MCP workflows and shares how the organization approaches deploying MCP. ANTHROPIC SHIFTS ENTERPRISE BILLING TO PER-TOKEN PRICING. THE FLAT-FEE ERA IS OVER (9 MINUTE READ) [19] Every major AI provider that runs agentic workloads is expected to move to usage-based billing within six months. MECHANICAL SYMPATHY (4 MINUTE READ) [20] Mechanical sympathy comes from an enormous context window learned over a human lifetime. NAME-ONLY @CONTAINER QUERIES: A SOLUTION TO THE NAMING WARS (5 MINUTE READ) [21] Name-only @container queries allow developers to use containers as a way to filter styles for specific use cases without the messiness of long classnames or the need for third-party tools. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=4e475e18-38a5-11f1-9afa-bfdf50d6a595&pt=campaign&t=1776248278&s=6da139a08f71eb5e8cdf4caeb3d80cd824b131e3fb2c908458883aa46483c13d [4] https://getviktor.com/?utm_source=tldrtech&utm_medium=newsletter&utm_campaign=TLDRTechPrimary05142026&dub_id=YsUFdGNJGzXEMkOm [5] https://links.tldrnewsletter.com/wDWnZv [6] https://links.tldrnewsletter.com/xRXa5Q [7] https://arstechnica.com/tech-policy/2026/04/amazon-to-merge-with-globalstar-become-iphones-primary-satellite-provider/?utm_source=tldrnewsletter [8] https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/?utm_source=tldrnewsletter [9] https://watch.getcontrast.io/register/unblocked-webinar-stop-babysitting-your-agents-building-a-context-engine-for-mergeable-code?utm_source=tldrtech&utm_medium=email&utm_campaign=secondary [10] https://9to5mac.com/2026/04/14/anthropic-adds-repeatable-routines-feature-to-claude-code-heres-how-it-works/?utm_source=tldrnewsletter [11] https://links.tldrnewsletter.com/bGffPX [12] https://awesomeagents.ai/news/github-fake-stars-investigation/?utm_source=tldrnewsletter [13] https://arstechnica.com/google/2026/04/google-introduces-skills-in-chrome-to-make-gemini-prompts-instantly-reusable/?utm_source=tldrnewsletter [14] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [15] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [16] https://simonwillison.net/2026/Apr/14/cybersecurity-proof-of-work/?utm_source=tldrnewsletter [17] https://github.com/dropseed/plain?tab=readme-ov-file&utm_source=tldrnewsletter [18] https://blog.cloudflare.com/enterprise-mcp/?utm_source=tldrnewsletter [19] https://www.implicator.ai/anthropic-shifts-enterprise-billing-to-per-token-pricing-the-flat-fee-era-is-over/?utm_source=tldrnewsletter [20] https://newsletter.vickiboykis.com/archive/mechanical-sympathy/?utm_source=tldrnewsletter [21] https://webkit.org/blog/17923/name-only-container-queries-a-solution-to-the-naming-wars/?utm_source=tldrnewsletter [22] https://refer.tldr.tech/420aa5da/ [23] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [24] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [25] https://jobs.ashbyhq.com/tldr.tech [26] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [27] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [28] https://twitter.com/tldrdan [29] https://twitter.com/SteveFlanders22 [30] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=4e475e18-38a5-11f1-9afa-bfdf50d6a595&pt=campaign&pv=4&spa=1776247246&t=1776248278&s=941bc19d02a51919c1cdb4b76b1ace405e513a3036f8d6f9a400b6693a4f699d

Price is losing its role as the main driver of purchase decisions. Value perception now drives choice as consumers increasingly mix national brands ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wistia] [4] TLDR MARKETING 2026-04-14 NEW RESEARCH: 85% OF MARKETERS SAY AI-ENHANCED VIDEOS OUTPERFORM TRADITIONAL ONES (SPONSOR) [4] Wistia's new AI Video Marketing Trends [4] report asked 500+ marketers about how they're using AI in video workflows. The data is in AI is already making a major impact on briefing, production schedules, and color grading – eliminating the gruntwork and leaving the fun stuff [4] for the creatives.  Marketers report that: → 51% use AI to ideate and script videos → 64% say AI tools are keeping video production in-house → 49% of companies now have a dedicated AI budget for video See the full data and trends [4] 📱 NEWS & TRENDS END OF THE PRICE GAME (4 MINUTE READ) [5] Price is losing its role as the main driver of purchase decisions. Value perception now drives choice as consumers increasingly mix national brands with private label and evaluate quality beyond cost. 80% of shoppers are reporting higher bills in the past six months, and 25% of households are spending over $250 per week. Only 10% of consumers now buy brand-name products exclusively. 66% regularly combine brand and store label items. In some categories, 71% prioritize value over flavor compared to 54% who prioritize taste. Private label quality is also gaining ground, with 60% of consumers viewing it as equal or better than national brands. PPC SALARIES ARE SPLITTING: WHICH SIDE ARE YOU ON? (5 MINUTE READ) [6] PPC salaries are diverging sharply at mid-career levels. The 10-15 year US experience band has flatlined between $133,500 and $136,000 for 3 consecutive years. Freelancers in the same range command a median of $202,895 and in-house strategists at 6-9 years earn up to $170,000. The split is not primarily about AI adoption, which now saves an average of 5.2 hours per week but has become an expectation rather than a differentiator. Mid-career agency practitioners are being squeezed from below by automation absorbing execution work and from above by senior roles that demand strategic business impact beyond campaign management. 🚀 STRATEGIES & TACTICS SHORTER, FOCUSED CONTENT WINS IN CHATGPT (3 MINUTE READ) [7] An analysis of 815,000 query-page pairs found that short, focused pages that directly answer a query get cited more often in ChatGPT than long “ultimate guides”. Covering every subtopic has little impact. Pages with headlines that closely match the query have a 41% citation rate versus 29% for weaker matches. Retrieval rank is the strongest factor, since position 1 pages get cited 58% of the time and position 10 pages drop to 14%. Content quality is more important than domain authority, as always-cited pages have lower DA than never-cited pages. LINKEDIN PROSPECTING PLAYBOOK (3 MINUTE READ) [8] A cold call can become a live conversation through a three step sequence over three days. Day one is a LinkedIn voice note referencing a specific trigger and signaling a future call. Day two is a short email that repeats the same insight. Day three is a phone call that references both prior touches and asks if the voice note landed. Familiarity builds through repeated exposure to the same topic across channels. This approach relies on specific research, as generic outreach breaks the sequence. 🧑‍💻 RESOURCES & TOOLS HIGHLEVEL AI-POWERS YOUR GROWTH (SPONSOR) [9] HighLevel's all-in-one platform connects marketing, sales and automation. From lead capture to follow-up to close AI helps. No code, no chaos… just results. HighLevel automates the tasks. Grow with the only AI system built for businesses like yours. START YOUR FREE 14-DAY TRIAL TODAY HERE. [10] THE FAN-OUT EFFECT: WHAT HAPPENS BETWEEN A QUERY AND A CITATION (20 MINUTE READ) [11] This analysis examines how ChatGPT selects and cites web pages by mapping the full retrieval pipeline across thousands of queries and pages. Retrieval rank is the strongest signal, with position 1 reaching a 58% citation rate versus 14% at position 10. Heading alignment is the top on-page factor, with strong query matches cited 41% of the time versus 29% for weaker matches. Focused pages perform better than exhaustive ones, with 26-50% fanout coverage outperforming full coverage when relevance is held constant. Domain authority and backlinks show no positive impact and are slightly negative, with citations driven more by retrieval position and content structure than traditional SEO authority. GTM STARTER KIT (GITHUB REPO) [12] This repository gives GTM teams a structured system for working with Claude Code by turning company knowledge into reusable context instead of ad hoc prompts. It includes templates for ICPs, positioning, competitors, personas, and signals, plus skills for account research, scoring, and campaign creation. It also provides workflows for building campaigns, along with playbooks for responding to competitor shifts. A full example company and automation scripts show how to connect data and keep the system updated for ongoing GTM execution. 🎁 MISCELLANEOUS AT COACHELLA, FESTIVAL FASHION AND BRAND ACTIVATIONS GET MODERN UPDATES (3 MINUTE READ) [13] Coachella is driving a 465% spike in outfit searches, with Pinterest data also showing a 740% rise in nostalgic looks. Attendees are remixing past styles into a more individual “new boho” aesthetic rather than following one dominant trend. They plan content-driven wardrobes weeks in advance. 58% wear multiple outfits per day, mixing fast fashion with thrifted pieces to stand out. Brands are shifting toward customizable activations like Gap's on-site hoodie experience, while festivals like Stagecoach Festival and Glastonbury Festival reflect more localized and personal style expressions. WHY CTV IS BECOMING THE FIRST REAL TEST OF AGENTIC ADVERTISING (3 MINUTE READ) [14] CTV inventory is increasingly constrained not by demand but by the operational complexity of executing custom deals across disconnected systems. Each campaign involves negotiated pricing, creative requirements, delivery guarantees, and advertiser-specific measurement, creating friction that forces publishers to simplify offerings or prioritize only the largest deals. Agentic advertising addresses this by letting publishers encode pricing and prioritization rules into AI-driven seller agents that apply those rules continuously without constant manual intervention. ⚡ QUICK LINKS FORCE CHATGPT TO PERFORM A SEARCH (1 MINUTE READ) [15] A prompt that forces ChatGPT to run a search and return concise bullet summaries of the exact sources it pulls from. CHARM BARS (2 MINUTE READ) [16] Brands are driving engagement with customizable “charm bar” experiences that turn events into tactile keepsakes. AD AGE ENCYCLOPEDIA OF MARKETING CONCEPTS (5 MINUTE READ) [17] Definitions of terms like AEO, zero-click search, and lift testing. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f4277c56-37a5-11f1-a99f-83bd0e82080b&pt=campaign&t=1776165366&s=a16f411a7c266674a6b7c10a0fde41b5774ab1356c3704119e3b56e2a2ee43d0 [4] https://wistia.com/explore/ai-video-trends?&utm_source=TLDR&utm_medium=newsletter&utm_campaign=aireport [5] https://www.cmswire.com/digital-marketing/end-of-the-price-game-what-marketers-must-do-next?utm_source=tldrmarketing [6] https://searchengineland.com/ppc-salaries-are-splitting-which-side-are-you-on-474117?utm_source=tldrmarketing [7] https://www.growth-memo.com/p/shorter-focused-content-wins-in-chatgpt?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/matthewcorneliusgreen_linkedin-prospecting-playbook-ugcPost-7449197869137403904-T1WZ?utm_source=tldrmarketing [9] https://www.gohighlevel.com/?fp_ref=qhws5g&utm_source=tldrmarketing [10] https://www.gohighlevel.com/?fp_ref=qhws5g [11] https://www.airops.com/report/the-fan-out-effect-what-happens-between-a-query-and-a-citation?utm_source=tldrmarketing [12] https://github.com/KarlRaf/gtm-starter-kit?utm_source=tldrmarketing [13] https://www.glossy.co/podcasts/ahead-of-coachella-festival-fashion-and-brand-activations-get-modern-updates/?utm_source=tldrmarketing [14] https://www.adexchanger.com/data-driven-thinking/why-ctv-is-becoming-the-first-real-test-of-agentic-advertising/?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/chris-long-marketing_whoa-this-is-a-pretty-sweet-seo-tip-this-share-7449439018297143296-1YQM?utm_source=tldrmarketing [16] https://www.eventmarketer.com/article/experiential-marketing-trend-of-the-week-charm-bars/?utm_source=tldrmarketing [17] https://adage.com/career-development/ad-age-encyclopedia/aa-encyclopedia/?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f4277c56-37a5-11f1-a99f-83bd0e82080b&pt=campaign&pv=4&spa=1776164462&t=1776165366&s=ac4e6cbad8d894f8f172a6fd32780666f2c44c85dfb9f964f5d38639b24f6ebc

OpenAI's revenue chief, Denise Dresser, recently sent a memo to staff saying that the company's alliance with Amazon was a key growth driver ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-04-14 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS OPENAI TOUTS AMAZON ALLIANCE IN MEMO, SAYS MICROSOFT HAS ‘LIMITED OUR ABILITY' TO REACH CLIENTS (4 MINUTE READ) [9] OpenAI's revenue chief, Denise Dresser, recently sent a memo to staff saying that the company's alliance with Amazon was a key growth driver for its enterprise business. The memo said that OpenAI's partnership with Microsoft was foundational to its success, but it limited the startup's ability to meet enterprises' needs. OpenAI's enterprise business makes up 40% of its revenue and is expected to meet parity with its consumer business by the end of the year. The company has been trying to convince investors of its strengthening position as it is gearing up for an initial public offering as soon as this year. META EXPECTED TO UNSEAT GOOGLE AS WORLD'S LARGEST DIGITAL-AD PLAYER (3 MINUTE READ) [10] Meta is projected to surpass Google in net ad revenue this year. The company is seeing a lift in ad revenue thanks to new offerings and the broader boost that AI has provided. It invested significantly in establishing substantial user habits for its products before eventually introducing advertisements. Google's global growth is projected to remain flat this year. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY AMAZON LEO SHOWS OFF IN-FLIGHT WI-FI ANTENNA THAT WILL TAKE ON STARLINK (3 MINUTE READ) [11] Amazon's Leo Aviation Antenna is a satellite dish designed specifically for in-flight Wi-Fi in planes. The flat, low-profile antenna is designed to be installed on the exterior of the plane to receive radio signals from orbiting low-Earth satellites. Amazon promises a single-day installation for its antenna - SpaceX's terminals require a downtime of 10 to 14 days. Amazon's airline satellite service promises to deliver up to 1 Gbps in downloads and 400Mbps in uploads simultaneously. VIDEO: CHINA'S HUMANOID ROBOT REACHES 10 M/S SPRINT, EDGES CLOSER TO USAIN BOLT'S RECORD (4 MINUTE READ) [12] Unitree Robotics' H1 humanoid robot can sprint up to 10 meters per second. The robot weighs around 136 pounds and features a combined height and calf length of 80 centimeters. A video of the robot's record-breaking run is available in the article. Unitree recently revealed plans to launch its sport-ready R1 humanoid globally via AliExpress for $4,000. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE TOP 25% OF NEWSLETTER ADS GET 4X HIGHER CTRS. (SPONSOR) [13] We analyzed 400+ TLDR campaigns to find out why. Ads that lead with the payoff actually underperform.See what the top performers do instead. [13] GITHUB STACKED PRS (3 MINUTE READ) [14] GitHub Stacked PRs break large changes into small, reviewable pull requests that can be merged together in one click. Users can navigate between PRs in the stack and check the status of every layer at a glance. The CLI makes it easy to create stacks, perform cascading rebases, push branches, create PRs, and navigate between layers. There is AI agent integration, so agents can work with stacks. A PICTURE IS WORTH A THOUSAND TOKENS (4 MINUTE READ) [15] The best way to design with AI is to give it unique visual references. AI should be able to generate sections that match whatever style it is presented with. This is much more effective than prompting over and over to achieve a result. 🎁 MISCELLANEOUS META SPINS UP AI VERSION OF MARK ZUCKERBERG TO ENGAGE WITH EMPLOYEES (3 MINUTE READ) [16] Meta is building an AI version of Mark Zuckerberg that can engage with employees in his stead. Zuckerberg is personally involved in training and testing the animated AI. The character was being trained on the billionaire's mannerisms, tone, and publicly available statements. It is designed to make employees feel more connected to him through interactions with it. BEYOND THE SKY (62 MINUTE READ) [17] Hyperliquid, a blockchain and cryptocurrency trading exchange, was created by Jeffrey Yan, who believes that all of finance needs to be rebuilt from scratch. Before Hyperliquid, Yan ran one of the largest anonymous trading operations in crypto, Chameleon Trading. This resulted in impressive returns, but for Yan, it's not about the money. This article discusses Yan's past, how he built Hyperliquid into the most profitable startup per employee on earth, and Yan's plans to shape the future of finance. ⚡ QUICK LINKS TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [18] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [19]. STANFORD REPORT HIGHLIGHTS GROWING DISCONNECT BETWEEN AI INSIDERS AND EVERYONE ELSE (3 MINUTE READ) [20] There is a growing negative sentiment about AI, especially among those who are not in the AI industry. THE AI REVOLUTION IN MATH HAS ARRIVED (30 MINUTE READ) [21] AI's abilities in mathematics are growing at a rapid pace, but mathematicians don't think that the subject will become obsolete. THE ECONOMICS OF SOFTWARE TEAMS: WHY MOST ORGANIZATIONS ARE FLYING BLIND (20 MINUTE READ) [22] Decision-makers are rarely given the financial context to understand what their decisions actually cost. BUILDING A CLI FOR ALL OF CLOUDFLARE (6 MINUTE READ) [23] Cloudflare has been rebuilding its Wrangler CLI to make it the CLI for all of Cloudflare. CONFIGURATION FLAGS ARE WHERE SOFTWARE GOES TO ROT (4 MINUTE READ) [24] Configuration flags are often just a polite way to ship uncertainty. A NOTE FROM THE SOFTWARS (9 MINUTE READ) [25] AI labs are winning the perception and influence war, but the real war is still just getting started. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=dacc1034-37cb-11f1-8564-8b48279be49b&pt=campaign&t=1776161886&s=5a15c74c98ff6c6cd5f9916d451d77b6ae019b393c4efdd74e38c385dc260d76 [4] https://www.qawolf.com/service?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260414-None_Experiment-FALSE&utm_term=headline-CutYourQACyclesDownToMinutesWithAutomatedTesting&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260414_v1_ [5] https://www.qawolf.com/how-it-works?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260414-None_Experiment-FALSE&utm_term=body-80PercentAutomatedEndToEndTestCoverage&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260414_v1_ [6] https://www.qawolf.com/service?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260414-None_Experiment-FALSE&utm_term=body-QAWolf&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260414_v1_ [7] https://www.qawolf.com/customers/drata?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260414-None_Experiment-FALSE&utm_term=body-DratasTeamOf80PlusEngineers&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260414_v1_ [8] https://www.qawolf.com/service?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260414-None_Experiment-FALSE&utm_term=cta-ScheduleADemoToLearnMore&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260414_v1_ [9] https://www.cnbc.com/2026/04/13/openai-touts-amazon-alliance-in-memo-microsoft-limited-our-ability.html?utm_source=tldrnewsletter [10] https://links.tldrnewsletter.com/IPE5Vl [11] https://links.tldrnewsletter.com/zgdPBK [12] https://interestingengineering.com/ai-robotics/china-humanoid-robot-reaches-record-sprint?utm_source=tldrnewsletter [13] https://advertise.tldr.tech/campaign-playbooks/pipeline-and-revenue/?utm_source=tldr&utm_medium=newsletter&utm_campaign=secondary04142026 [14] https://github.github.com/gh-stack/?utm_source=tldrnewsletter [15] https://repaint.com/blog/picture-is-worth-a-thousand-tokens?utm_source=tldrnewsletter [16] https://arstechnica.com/ai/2026/04/meta-spins-up-ai-version-of-mark-zuckerberg-to-engage-with-employees/?utm_source=tldrnewsletter [17] https://colossus.com/article/beyond-the-sky-jeffrey-yan-hyperliquid/?utm_source=tldrnewsletter [18] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [19] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [20] https://techcrunch.com/2026/04/13/stanford-report-highlights-growing-disconnect-between-ai-insiders-and-everyone-else/?utm_source=tldrnewsletter [21] https://www.quantamagazine.org/the-ai-revolution-in-math-has-arrived-20260413/?utm_source=tldrnewsletter [22] https://www.viktorcessan.com/the-economics-of-software-teams/?utm_source=tldrnewsletter [23] https://blog.cloudflare.com/cf-cli-local-explorer/?utm_source=tldrnewsletter [24] https://00f.net/2026/04/11/config-flags/?utm_source=tldrnewsletter [25] https://links.tldrnewsletter.com/ldeWD9 [26] https://refer.tldr.tech/420aa5da/ [27] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [28] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [29] https://jobs.ashbyhq.com/tldr.tech [30] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [31] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [32] https://twitter.com/tldrdan [33] https://twitter.com/SteveFlanders22 [34] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [35] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=dacc1034-37cb-11f1-8564-8b48279be49b&pt=campaign&pv=4&spa=1776160845&t=1776161886&s=4f53a009f34e6eb63f5ce5b1d525617258f2a976c944412a330e8e62a08da372

Treating AEO as an upgrade to SEO misunderstands how LLMs work. There are no keywords to rank for. Responses are personalized based on prompts ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-04-13 YOU'VE GOT LOADS OF SOCIAL DATA. THIS TEMPLATE TURNS IT INTO AN EXECUTIVE-LEVEL PRESENTATION (SPONSOR) [4] You know social is contributing to pipeline -- but your CEO might need some help to understand how it works. The free Sprout Social Intelligence Analysis Deck [5] provides structure and guidance to turn social data into a story executives can understand and act upon.  The template includes 21 slides [5] with: 📊 A structure for presenting sentiment, EMV and ROI to leadership 🔄 A repeatable framework for translating social metrics into business narratives 🤝 Instructions for sharing social intelligence across product, sales and service teams Just add your data and you're board-ready. Get the free template [6] 📱 NEWS & TRENDS WHY LOCAL MEDIA ADVERTISING GOT HARDER TO SELL (4 MINUTE READ) [7] Local media advertising is harder to sell because the mix of local businesses has shifted. New advertisers favor targeted digital tactics over traditional media. The market added 1.7M net new businesses after the pandemic, and many of these buy search ads and targeted banners that sales reps often miss. There are now 3X more in-house marketers than ad sales reps, and these marketers focus on quick results and bottom-funnel tools rather than brand building. This makes advertisers more skeptical and more focused on proof over reach. YOUR 2026 MARKETING BUDGET HAS A HOLE IN IT — AND IT'S CALLED TOKENS (3 MINUTE READ) [8] AI token costs are a fast-growing gap in 2026 marketing budgets because usage scales quickly and is hard to predict. Traditional B2B budget splits of about 45% headcount, 45% programs, and 10% technology are shifting as tech spend rises by 2% to 3% due to AI tools and data needs. Headcount is flat at many SaaS companies, but expectations are higher. AI-native companies are hiring as revenue grows faster than staff. Program spend is steady but faces pressure to lower cost-per-outcome with the help of AI. The biggest challenge is forecasting token usage for both internal AI work and vendor pricing, since even providers lack clear benchmarks. 🚀 STRATEGIES & TACTICS EMAIL ANIMATED GIFS: BEST PRACTICES FOR DRIVING ROI WHILE AVOIDING ANNOYING SUBSCRIBERS (5 MINUTE READ) [9] Brands using purposeful animated GIFs in email see a 37:1 ROI, a 105% improvement over those relying on static images alone. Interactive elements like gamified reveals and video-GIFs drive 73% higher click-to-open rates by creating a curiosity gap that pulls subscribers into engagement. However, 31% of subscribers label animated emails as annoying when the motion feels random, so every animation needs to serve a clear function. Gmail clips emails over 102KB, and GIFs should stay under 500KB to render properly on mobile. AUGUST PERIOD CARE'S VIRAL COMMUNITY-FIRST MARKETING STRATEGY (4 MINUTE READ) [10] August built rapid growth by openly normalizing periods and using a community-first strategy that prioritizes relatability over traditional ads. It has grown to 400K TikTok followers and 187K Instagram followers by using founder-led content and high volume testing that attract and convert Gen Z audiences aged 16-29. It focuses on organic content first and uses paid ads only for retargeting. It scales reach through programs like campus advocates and partnerships with brands like DoorDash and USA Track and Field. INSIDE 5 FOOD AND BEVERAGE INFLUENCER CAMPAIGNS THAT DELIVERED MEASURABLE ROI (8 MINUTE READ) [11] Results improve when brands move beyond large creator rosters and toward more deliberate strategic choices. Habit Burger drove 10.5M impressions by deploying food trucks and creators on the ground during Big Game weekend instead of buying a traditional ad spot. Tapatío Ramen integrated direct purchase links into creator content and ran paid amplification on the best-performing assets, achieving 41% higher ROAS and surpassing its own Amazon sales through Shopify. Totino's took a different route, giving TikTok gaming creators minimal creative guardrails and landing a $0.61 CPM across 11.7M impressions. 🧑‍💻 RESOURCES & TOOLS ONE AI FOR YOUR ENTIRE MARKETING STACK, IN SLACK. (SPONSOR) [12] Stop rage-clicking through GA4, HubSpot fields, and 20 open tabs. Adapt [13] is an AI computer that connects your marketing stack, autonomously learns your business, and gets smarter with every task. Spin up cross-tool dashboards, vibe code the UIs you've always wanted, and collab in Slack. Try it free. [13] THE ART OF TELLING STORIES WITH DATA (WEBINAR) [14] Gulrez Khan will dive into the world of data storytelling in this free event that will take place on April 20 at 9 AM PT. Learn how to transform raw data into compelling narratives that captivate your audience in a world of AI slop. He will cover how to design visuals that guide attention and reduce cognitive load. WHY AI SUCKS AT FRONT END (3 MINUTE READ) [15] AI tools excel at scaffolding generic UI components, migrating design tokens, and outlining features. However, they fall apart when front-end work requires pixel precision or bespoke interactions. The core issue is that LLMs trained on common web patterns cannot see rendered output, struggle with math-heavy layout calculations, and have no control over the chaotic browser environment where HTML and CSS actually execute. Scroll-driven animations and complex component states are particularly weak spots. The more complex a component becomes, the slower and less reliable AI assistance gets. 🎁 MISCELLANEOUS COPYWRITING FRIDAY: ONE OF THE FEW THINGS ON THE SPACE SHUTTLE THAT DIDN'T HAVE A BACKUP SYSTEM (3 MINUTE READ) [16] Nikon's ad proves reliability by placing its camera in a high-stakes context instead of making generic claims. Using NASA as an authority signal, it shows the camera was trusted on a Space Shuttle without a backup, signaling extreme dependability. Specific details like 1971 and the admission of modifications add credibility. The ad then connects this extreme use case to everyday users, implying the camera will handle normal situations with ease. It focuses on customer outcomes, making the message feel like a logical conclusion rather than a sales claim. AEO IS NOT SEO 2.0 (5 MINUTE READ) [17] Treating AEO as an upgrade to SEO misunderstands how LLMs work. There are no keywords to rank for and no page one. Responses are personalized based on prompts, history, preferences, and platform. Visibility depends on brand authority and trust signals, not technical optimization alone, though crawlability and structured data still matter for ingestion. The takeaway is to measure brand recognition and third-party mentions, not prompt visibility like a ranking report. ⚡ QUICK LINKS AI SEO CAUTIONARY TALE: CLICKUP (1 MINUTE READ) [18] ClickUp scaled thousands of AI-optimized listicles beyond its expertise, gaining AI visibility but losing millions in Google traffic. WHY EVERY BRAND NEEDS A NEMESIS (2 MINUTE READ) [19] Shared dislike unites people, and that unity turns casual buyers into vocal advocates. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. 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Apple's next major product category appears to be display-free smart glasses. The company is developing its own version of Meta's Ray-Bans ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Titan] [4] TLDR 2026-04-13 WHAT IF ONE CALL SAVED YOU $100K+ ON YOUR EQUITY COMP? (SPONSOR) [4] You're about to vest, go through an IPO, or hit a liquidity event. You have weeks to decide what to sell and how much to set aside for taxes. Get it wrong and you could leave six figures on the table. That's where we come in. Titan wealth advisors analyze your equity, model tax scenarios, and build your plan before the deadline. We work with employees at companies like Anthropic, Stripe, OpenAI, and SpaceX. Whether you're approaching a liquidity event [5] or managing RSUs and equity comp [6], walk away from your first call knowing exactly what to do. > Book your complimentary 20-minute call with a Titan wealth advisor [7] 📱 BIG TECH & STARTUPS APPLE AI GLASSES WILL RIVAL META'S WITH SEVERAL STYLES, OVAL CAMERAS (12 MINUTE READ) [8] Apple's next major product category appears to be display-free smart glasses. The company is developing its own version of Meta's camera-equipped Ray-Bans internally coded N50. It plans to unveil the product at the end of 2026, with an actual release coming in 2027. The glasses are part of a broader, three-pronged AI wearables strategy that includes new AirPods and a camera-equipped pendant. META STRIKES BACK! (6 MINUTE READ) [9] Meta's Muse Spark doesn't have any novel capabilities, but that's probably not what the company is aiming for. CEO Mark Zuckerberg has been making the case for a while that higher usage and engagement will come once the underlying quality of Meta's model improves. Unlike Google, OpenAI, and Anthropic, Meta is well-positioned to stay extremely focused on nailing the consumer use cases in AI. The opportunity in consumer AI is pretty substantial, as long as you have the user base and attention - which Meta does. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BIG PHARMA IS TURNING TO CHINA FOR THE NEWEST DRUG IDEAS (9 MINUTE READ) [10] Big drug makers and investors are spending billions to lock up rights to promising Chinese-originated drug candidates. Western and Japanese drug makers made 70 transactions with Chinese biotechs last year, paying nearly $5.6 billion upfront to get rights to promising molecules. The shift has stirred up national security concerns in the US. Lawmakers and government officials warn that the US could lose a large source of employment and become dangerously dependent on China's supply of medicines if drug innovation were to shift to China. OXYGEN MADE FROM MOON DUST FOR FIRST TIME (3 MINUTE READ) [11] Blue Origin has developed a reactor that can successfully release oxygen from lunar soil using an electric current. Almost half of Moon dust is oxygen bound to metals. Extracting the oxygen will allow humans to repurpose Moon dust as breathable air or rocket fuel. Blue Origin's reactor can also produce other critical elements for planetary infrastructure, such as iron, aluminum, and silicon. 💻 PROGRAMMING, DESIGN & DATA SCIENCE HOW TO STOP BABYSITTING YOUR AGENTS (SPONSOR) [12] Agents can generate code. Getting it right for your system is the hard part – you end up wasting time and tokens in the back and forth. More MCPs solve access but not understanding. Join us for a FREE webinar on April 23 [12] to see how to give agents exactly what they need to generate mergeable code the first time. Register now [12] AGENTIC ENGINE OPTIMIZATION (AEO) (18 MINUTE READ) [13] Agents consume documentation fundamentally differently from humans. If a site is too token-heavy, poorly structured, or has a misconfigured robots.txt, it could cause AI agents to hallucinate solutions or fail at tasks. Agentic Engine Optimization is the practice of structuring, formatting, and serving technical content so that AI coding agents can actually use it. It focuses on discoverability, parsability, token efficiency, capability signaling, and access control to aid agents in navigating documentation. AGENT-DRIVEN OPERATIONS FOR RELIABLE INFRASTRUCTURE (2 MINUTE READ) [14] Coding agents are now highly capable of handling complex, multi-step tasks. The infrastructure and tooling have progressed so that agents can now work in the cloud. Cloud agents can be triggered by alerts or run on recurring schedules. Each task runs in an isolated sandbox without a human in the loop. Coding agents can automate almost anything. They can't yet replace SREs, but they can get the toil out of the way so they spend their time on capacity planning, SLO design, and the other work that actually prevents outages. 🎁 MISCELLANEOUS THE SHELF LIFE OF INTELLIGENCE (4 MINUTE READ) [15] Labs are converging on science because it's the only work where the output outlasts the intelligence that produced it. Materials science, chip design, climate modeling, and mathematics are each multi-million-dollar knowledge production markets. Labs will likely close their strongest models and use them to produce discoveries they can sell directly. VIBE CHECK FROM INSIDE ONE OF AI INDUSTRY'S MAIN EVENTS: ‘CLAUDE MANIA' (8 MINUTE READ) [16] OpenAI no longer dominates the conversation in the AI industry. Claude Code is the tool everyone is talking about, despite other strong alternatives. Anthropic has only gained momentum since its spat with the Pentagon that went public last month. Its early strength in the enterprise game makes it best positioned to win contracts from the biggest spenders. ⚡ QUICK LINKS TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [17] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [18]. THIN HARNESS, FAT SKILLS (11 MINUTE READ) [19] This post describes a framework where fat skills, Markdown procedures that encode judgment, process, and domain knowledge, sit on top, a thin CLI harness sits in the middle, and the deterministic foundation sits at the bottom. THE LINUX KERNEL NOW ALLOWS AI-WRITTEN CODE, BUT YOU'RE ON THE HOOK FOR IT (2 MINUTE READ) [20] Developers submitting AI-generated code are to take full responsibility for the contribution. THE CENTER HAS A BIAS (8 MINUTE READ) [21] The center will often look like adopters because getting an informed view requires exploration. META IS REPORTEDLY WORKING ON AN AI-POWERED SEARCH ENGINE (2 MINUTE READ) [22] Meta is working on an AI-powered search engine to power its Meta AI feature in an effort to rely less on its competitors' search engines. YOUR HARNESS, YOUR MEMORY (7 MINUTE READ) [23] Memory needs to be open so that users can build proprietary datasets they can actually control. SAM ALTMAN'S HOME TARGETED IN SECOND ATTACK; TWO SUSPECTS ARRESTED (2 MINUTE READ) [24] Altman's home was attacked with a Molotov cocktail on Friday and shot at on Sunday. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Tesla's new compact SUV will be priced substantially lower than the Model 3. It will measure about 14 feet in length and weigh approximately 1.5 tons ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Unwrap] [4] TLDR 2026-04-10 ⚡ SEE HOW PERPLEXITY AUTOMATES CUSTOMER FEEDBACK (SPONSOR) [4] Unwrap's customer intelligence platform brings all your customer feedback (surveys, reviews, support tickets, social comments, ect.) into a single view, then uses AI + NLP to surface the most actionable insights and deliver them straight to your inbox. Tested and trusted at scale by PERPLEXITY, STRIPE, CLAY, WHOOP, DOORDASH, LULULEMON, and SOUTHWEST AIRLINES. With Unwrap you get: * All customer feedback automatically categorized * Query feedback using Unwrap Assistant, or in your favorite tools using Unwrap's MCP * Real-time alerts from feedback as they arise * A clear view of customer sentiment Unwrap is offering TLDR subscribers access to a fully-featured trial. Grab time with the team to get set up! [4] 📱 BIG TECH & STARTUPS AMAZON CEO TAKES AIM AT NVIDIA, INTEL, STARLINK, MORE IN ANNUAL SHAREHOLDER LETTER (3 MINUTE READ) [5] Amazon CEO Andy Jassy recently published an annual shareholder letter that takes aim at several competitors, including Microsoft, Intel, Nvidia, Starlink, and OpenAI. Demand for Amazon's newest chip, Trainium 3, is so high that it is nearly sold out. AWS' homegrown CPU, Graviton, is now used expansively by 98% of the top 1,000 EC2 customers. Amazon Leo, scheduled to launch in mid-2026, is already succeeding. AWS plans to spend $200 billion on capex in 2026, mostly on building out data centers. TESLA (TSLA) REPORTEDLY DEVELOPING NEW SMALLER, CHEAPER EV AFTER KILLING MODEL 2 (4 MINUTE READ) [6] Tesla's new compact SUV will be priced substantially lower than the Model 3. It will measure about 14 feet in length and weigh approximately 1.5 metric tons. Tesla plans to use a smaller battery pack and a single electric motor. Production will be based in Shanghai, but it is unlikely to begin in 2026. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY HOW NASA BUILT ARTEMIS II'S FAULT-TOLERANT COMPUTER (6 MINUTE READ) [7] The changes from Apollo to Artemis represent a massive leap in software complexity. Today's software manages every thermal valve and power relay, making it a challenge to ensure the software remains synchronized and valid while under a barrage of cosmic radiation. This article discusses Orion's zero-tolerance architecture and how it offers a preview of a future where mainstream computing can achieve the same always-on resilience required for space. CLINICAL TRIAL SHOWS GENE EDITING WORKS FOR Β-THALASSAEMIA, TOO (5 MINUTE READ) [8] β-Thalassaemia, a disease closely related to sickle-cell anemia, is caused by a large range of mutations, so it can't be fixed with a single editing system. Researchers took an approach that involved reactivating the fetal version of the gene, which has a higher affinity for oxygen than normal hemoglobin. Editing the gene in patient stem cells and transplanting them back resulted in the patients' hemoglobin levels rising. All patients in the trial saw side effects, but they met the trial's key success metric of going over six months without needing a transfusion to control their disease. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE FULL-STACK DEVELOPER PLATFORM TO BUILD REAL-TIME AI HUMANS (SPONSOR) [9] Build customizable real-time AI humans [10] that see, listen, react, and remember, and deploy them in any app or website in minutes. Already powering Amazon, Mayo Clinic, and Salesforce in production. Tavus trains cutting-edge models that give interactive AI personas real-time perception, emotional intelligence, evolving memory, and natural conversation timing- sub-200ms, 42+ languages, one API. TLDR exclusive: 250 free credits + 3 replicas to start building [10] WHAT ARE YOUR PROGRAMMING "HUNCHES" YOU HAVEN'T YET INVESTIGATED? (LOBSTE.RS THREAD) [11] This thread discusses programming hunches on where certain aspects of a problem could be better solved by another solution. These hunches often create room for interesting discussions or new ways to think about problems. WE BUILT EVERY EMPLOYEE AT RAMP THEIR OWN AI COWORKER (11 MINUTE READ) [12] Ramp hit 99% adoption of AI tools across the company, but most people were stuck as they had no idea how to improve their setup. This made the company decide to build its own AI productivity suite to make every employee an AI power-user without the pain of having to configure their environment. Owning its AI infrastructure is a competitive advantage for Ramp. It helps the company learn faster, build better AI-native products, and deliver better outcomes for customers. 🎁 MISCELLANEOUS OPENAI SLAMS ANTHROPIC IN MEMO TO SHAREHOLDERS AS ITS LEADING AI RIVAL GAINS MOMENTUM (5 MINUTE READ) [13] OpenAI plans to have 30 gigawatts of compute by 2030. Anthropic is expected to have roughly seven to eight gigawatts by the end of 2027. OpenAI recently sent a memo to investors saying that Anthropic was operating on a meaningfully smaller curve, characterizing the company as compute-constrained. Both Anthropic and OpenAI are gearing up for IPOs, potentially this year. They have to convince investors that they have sustainable business models that can withstand the pressure of going up against cash-rich rivals. JUDGING BY MY TL THERE IS A GROWING GAP IN UNDERSTANDING OF AI CAPABILITY (3 MINUTE READ) [14] Many people used ChatGPT when it first came out and then stopped. These people's opinions of AI capabilities are outdated. People who pay for AI and use it professionally are the ones who see the frontier of the technology. This group is subject to the highest amount of 'AI Psychosis' because the recent improvements in these domains have been nothing short of staggering. ⚡ QUICK LINKS THE TOP COMPANIES IN THE WORLD (CLAY, DOORDASH, WHOOP, PERPLEXITY) ARE USING AI TO LISTEN TO THEIR CUSTOMERS. ARE YOU? (SPONSOR) [15] Unwrap's customer intelligence platform [16] connects your entire organization to the true voice of the customer with AI-driven insights from all your feedback, delivered proactively to you. The team is offering trials to TLDR subscribers. Grab time with the team to get set up [4]! OPENAI LOOKS TO TAKE ON ANTHROPIC WITH $100 PER MONTH CHATGPT PRO SUBSCRIPTIONS (2 MINUTE READ) [17] There are now five ChatGPT subscription tiers: Free, Go, Plus, the $100 per month Pro level, and a $200 per month Pro tier. META COMMITS TO SPENDING ADDITIONAL $21 BILLION WITH COREWEAVE AS AI COSTS KEEP RISING (3 MINUTE READ) [18] The new agreement will run from 2027 to 2032. INSIDE THE RACE TO PROTECT SUBMARINE CABLES FROM SABOTAGE (8 MINUTE READ) [19] It's relatively easy to cut underwater cables, and there's no foolproof way to defend them. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [20] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [21]. LET'S TALK ABOUT LLMS (40 MINUTE READ) [22] Large language models might be another vaporware hype cycle, or it might be a dot-com-style bubble, but everyone seems to agree we're in the middle of something. ANTHROPIC LAUNCHES CLAUDE COWORK IN GENERAL AVAILABILITY (1 MINUTE READ) [23] Claude Cowork is now in general availability with new organization controls designed to give admins more oversight and flexibility. WILL I EVER OWN A ZETTAFLOP? (3 MINUTE READ) [24] The biggest bottleneck to owning a zettaflop is power. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b6353d7c-34c4-11f1-b33e-0dd42f79d0bb&pt=campaign&t=1775816631&s=ebfc86dcfe740c7df5f4b88fad17c3bf2a74121cccc68992463d1c6e6e0a12c9 [4] https://cal.com/unwrap/quick-connect [5] https://techcrunch.com/2026/04/09/amazon-ceo-takes-aim-at-nvidia-intel-starlink-more-in-annual-shareholder-letter/?utm_source=tldrnewsletter [6] https://electrek.co/2026/04/09/tesla-reportedly-developing-new-smaller-cheaper-ev-after-killing-model-2/?utm_source=tldrnewsletter [7] https://links.tldrnewsletter.com/OvsL4A [8] https://arstechnica.com/science/2026/04/clinical-trial-shows-gene-editing-works-for-%ce%b2-thalassaemia-too/?utm_source=tldrnewsletter [9] https://platform.tavus.io/auth/sign-up?plan=trial_tldr&is_developer=true&utm_source=tldrnewsletter [10] https://platform.tavus.io/auth/sign-up?plan=trial_tldr&is_developer=true [11] https://lobste.rs/s/gns27z/what_are_your_programming_hunches_you?utm_source=tldrnewsletter [12] https://links.tldrnewsletter.com/KHbo3M [13] https://www.cnbc.com/2026/04/09/openai-slams-anthropic-in-memo-to-shareholders-as-rival-gains-momentum.html?utm_source=tldrnewsletter [14] https://links.tldrnewsletter.com/dDy1p1 [15] https://www.unwrap.ai/?utm_source=tldrnewsletter [16] https://www.unwrap.ai/ [17] https://www.cnbc.com/2026/04/09/openai-chatgpt-pro-subscription-anthropic-claude-code.html?utm_source=tldrnewsletter [18] https://www.cnbc.com/2026/04/09/meta-commits-to-spending-additional-21-billion-with-coreweave-.html?utm_source=tldrnewsletter [19] https://links.tldrnewsletter.com/tqFdmW [20] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [21] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [22] https://www.b-list.org/weblog/2026/apr/09/llms/?utm_source=tldrnewsletter [23] https://www.testingcatalog.com/anthropic-launches-claude-cowork-in-general-availability/?utm_source=tldrnewsletter [24] https://geohot.github.io//blog/jekyll/update/2026/01/26/own-a-zettaflop.html?utm_source=tldrnewsletter [25] https://refer.tldr.tech/420aa5da/ [26] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [27] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [28] https://jobs.ashbyhq.com/tldr.tech [29] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [30] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [31] https://twitter.com/tldrdan [32] https://twitter.com/SteveFlanders22 [33] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [34] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=b6353d7c-34c4-11f1-b33e-0dd42f79d0bb&pt=campaign&pv=4&spa=1775815589&t=1775816631&s=6b72a98b5a819b275d23b992b358735a3ad5ccaa3fdfdc15d552cc30da833792

A recent study shows Gen Z is shifting toward curated, identity-driven experiences and away from passive scrolling. Physical touchpoints are central ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-04-09 📱 NEWS & TRENDS FANDOM IS THE NEW FUNNEL (4 MINUTE READ) [4] A recent study shows Gen Z is shifting toward curated, identity-driven experiences and away from passive scrolling. Among Gen Z respondents, 84% report being more selective about attention, 92% see live music as a social environment for making connections, and 96% value pre- and post-event moments equally to the event itself. Physical touchpoints are central, as 87% collect merchandise and memorabilia, while 86% consider dressing for an artist part of the experience. The data suggests brands need to move from campaign-level thinking to ecosystem thinking, embedding across the full fan journey from anticipation through memory-making rather than treating events as standalone opportunities. HOW CONSUMERS REALLY FEEL ABOUT SHOPPING IN CHATGPT AND GOOGLE (14 MINUTE READ) [5] Despite 81% awareness of in-platform shopping features, only 27% of respondents in a survey of digitally fluent shoppers have ever bought through Google, ChatGPT, or social media without visiting a brand website. 80% prefer brand websites, driven primarily by concerns about scams and algorithm-driven product recommendations rather than by unfamiliarity with the technology. The sharpest resistance comes from the most tech-savvy users, who are the most suspicious of how recommendation systems are monetized. The strongest conversion lever is simply getting shoppers to try one purchase, after which attitudes shift dramatically across all platforms. 🚀 STRATEGIES & TACTICS THE NEW GMAIL UPDATE - AND WHAT TO DO ABOUT IT (2 MINUTE READ) [6] Gmail now prefetches images before users open emails, which causes tracking pixels to fire and inflates open rates. About 1% to 6% of Gmail opens are false, and total open rates rise by about 2%, so a reported 20% rate may actually be closer to 18%. These prefetch opens happen immediately after delivery and come from Google IPs, while real opens occur later through the image cache. This change reduces trust in open data and adds to earlier privacy shifts, so open rates are now unreliable signals. To deal with this, shift to metrics like clicks, conversions, and deliverability, and focus on list quality and downstream behavior. 9-STEP GUEST POST OUTREACH PROCESS (9 MINUTE READ) [7] Build a targeted list of sites that accept guest posts and verify their quality. Find the right contacts using LinkedIn and email tools. Choose between generic or hyper-personalized outreach based on list size and goals. Research topics that fit each site's editorial focus using keyword gap analysis and propose several options. Craft skimmable emails with strong subject lines and follow-ups, then send at optimal days and times. Run A/B tests to refine your approach, and focus on delivering high-quality content while promoting it to build lasting relationships with editors for ongoing opportunities. 🧑‍💻 RESOURCES & TOOLS CLAUDE COWORK FOR INFLUENCER SCRIPT REVIEWS (1 MINUTE READ) [8] Claude Cowork can review influencer scripts against brand guidelines and campaign briefs and add detailed comments directly into a Google Doc. The workflow involves setting up a project, uploading key documents, and using a structured prompt that enforces clear and actionable feedback. Each comment must include a specific change, such as replacing or deleting text. Results improve through prompt iteration and repeated testing until the feedback meets expectations. HOW TO CONNECT CLAUDE TO YOUR GOOGLE ADS AND META ADS ACCOUNTS (4 MINUTE READ) [9] A 5-minute setup guide for connecting Claude to Google Ads, Meta Ads, and GA4 accounts using MCP (Model Context Protocol). It explains how Claude can read and write directly to ad accounts, letting managers ask plain-English questions and get real-time answers without exporting to Sheets. The guide covers requirements, the setup process, and initial prompts, including weekly snapshots, cross-platform reconciliation, and waste audits. 🎁 MISCELLANEOUS AI-DRIVEN TRAFFIC ISN'T (YET) AS GOOD AS IT'S HYPED TO BE (4 MINUTE READ) [10] AI-driven traffic produces lower revenue per session than most channels and only beats paid social, so it should not be overvalued despite current hype. In a study of $20B in sales across 973 ecommerce sites, AI traffic had conversion rates 11.5% lower than organic search and 46.2% lower than affiliate traffic, though it showed slightly better engagement and 16.7% lower bounce rates. AI referrals made up only about 0.2% of total visits, which shows limited scale today. Performance improves for complex products, where AI traffic share is 4.6x higher, and among younger and tech-savvy audiences. AI works better for research-heavy purchases because users accept extra steps when they need detailed information, but it adds friction for simple products. YOU NEED BETTER STORYTELLING (9 MINUTE READ) [11] Attention is now scarce, making storytelling a core growth lever. Storytelling can take different forms depending on your strengths, and the most successful creators focus on one clear archetype. Advocate builds a niche audience through curated voices, Analyst uses proprietary data for original insights, Teacher creates frameworks that help people improve, Provocateur leans into bold contrarian opinions, and Builder shares transparent behind the scenes journeys. All rely on strong core narratives that can be repurposed across channels. LIQUID DEATH LETS INCREMENTALITY DECIDE WHAT TACTICS TO KILL AND WHAT TO KEEP (4 MINUTE READ) [12] Most of Liquid Death's sales happen in physical stores, making traditional digital attribution largely useless. The brand now runs an always-on incrementality measurement system that compares exposed and unexposed shopper groups to isolate the volume driven by specific promotions. When cost-per-incremental dollar climbs too high or test and control groups behave the same, the team redirects spend within days rather than waiting for quarterly model readouts. The data has also reshaped audience strategy by shifting budget toward light and lapsed buyers instead of loyal fans, and it provides a bottom-funnel safety net that justifies increased spending on broad-reach channels like TV and streaming. ⚡ QUICK LINKS 9 HABITS FOR A SOCIAL MEDIA MANAGER (1 MINUTE READ) [13] Tips include building a response library, tracking monthly top posts, and managing an ideas list on Notion. HOW TO NAIL EACH ROUND OF A PMM JOB INTERVIEW (2 MINUTE READ) [14] Framework for a 5-round Product Marketing interview process. HOW TO USE AI TO BUILD A WEBSITE (3 MINUTE READ) [15] Steps to building a website in 30 minutes using Claude Code, GitHub, and Vercel. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=495ef7b2-33c3-11f1-b6f6-ff1777144410&pt=campaign&t=1775733570&s=98e6ced695587604a10d4b4d9c0439fe11caec1fe6bd01b7fec4583dcacd8631 [4] https://www.contentgrip.com/gen-z-live-experiences-marketing/?utm_source=tldrmarketing [5] https://www.crazyegg.com/blog/ecommerce-ai-purchase-survey/?utm_source=tldrmarketing [6] https://www.linkedin.com/posts/queenofcrm_new-gmail-update-you-need-to-know-gmail-share-7447194551875862528-RPkk?utm_source=tldrmarketing [7] https://searchengineland.com/guest-post-outreach-proven-scalable-process-473497?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/1sarahadam_claude-cowork-can-review-influencer-scripts-share-7447654223560925185-4Ai-?utm_source=tldrmarketing [9] https://www.linkedin.com/pulse/how-connect-claude-your-google-ads-meta-accounts-ira-bodnar-pgpdc/?utm_source=tldrmarketing [10] https://app.sciencesays.com/p/ai-driven-traffic-isn-t-yet-as-good?utm_source=tldrmarketing [11] https://www.growthunhinged.com/p/you-need-better-storytelling?utm_source=tldrmarketing [12] https://www.adexchanger.com/measurement/liquid-death-lets-incrementality-decide-what-tactics-to-kill-and-what-to-keep/?utm_source=tldrmarketing [13] https://www.linkedin.com/posts/myashell_these-9-habits-made-me-a-way-better-social-ugcPost-7447519407913963520-zYTD?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/yilinpei_productmarketing-interview-share-7447679804654534656-SlCf?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/sbenzur_how-to-use-ai-to-build-a-website-in-30-mins-ugcPost-7447686565687992322-EcIH?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=495ef7b2-33c3-11f1-b6f6-ff1777144410&pt=campaign&pv=4&spa=1775732421&t=1775733570&s=5c0b14997dee65087d1681e3f7e23a189c3c87362dcb82c41d73851029ea4b42

Muse Spark is the first AI model in Meta's Muse family. Spark is proprietary, but some of the other models in the Muse family will be open source ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Microsoft Azure] [4] TLDR 2026-04-09 FEEL LIKE YOUR TABS HAVE TABS? (SPONSOR) [4] Developer tool sprawl is real. You've got one tab for logs, another for metrics, half a dozen for cloud services, and somewhere in there is the code you're actually trying to ship. 🫣 Stop playing hide-and-seek with your tools. Microsoft Azure [4] brings together everything you need to build and run software in a single workspace. Goodbye, hunting for the right dashboard. Hello, one unified view—and a faster path to innovation. Simplify your stack with Azure → [4] 📱 BIG TECH & STARTUPS META'S SUPERINTELLIGENCE LAB UNVEILS ITS FIRST PUBLIC MODEL, MUSE SPARK (3 MINUTE READ) [5] Muse Spark is the first AI model in Meta's Muse family. Spark is proprietary, but some of the other models in the Muse family will be open source. Muse Spark can get information from content posted on social media to link posts to locations or trending topics. Its standard thinking mode ranks comparably or better than competing models from leading AI labs. However, there are still performance gaps in long-horizon agentic systems and coding workflows. Meta Stark is available in the Meta AI app and website, as well as Meta's API for selected partners. It will be available to Meta's other platforms in the coming weeks. ANTHROPIC LAUNCHES CLAUDE MANAGED AGENTS FOR BUSINESSES (1 MINUTE READ) [6] Claude Managed Agents is a suite of composable APIs aimed at developers and enterprise teams looking to build and deploy cloud-hosted AI agents at scale. It is now available in public beta on the Claude Platform. The offering targets organizations that need robust, production-grade agent infrastructure without having to manage background tasks. It provides features such as secure sandboxed code execution, authentication, checkpointing, scoped permissions, and persistent long-running sessions. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY US NUCLEAR STARTUP ANTARES GETS DOE APPROVAL FOR ITS MARK0 REACTOR DEMONSTRATOR (3 MINUTE READ) [7] US nuclear startup Antres aims to achieve criticality for its reactor before the 4th of July this year. The California-headquartered startup is developing microreactors. After the demonstration of its Mark0 reactor, the company will work on achieving electricity generation for its Mark1 demonstration next year. The Department of Energy is aiming to achieve criticality in at least three advanced nuclear reactors before Independence Day this year as part of its Reactor Pilot Program. THE 2-SIGMA PROBLEM: THE 1:1 TUTOR (15 MINUTE READ) [8] The technology to deliver 1:1 tutoring has finally arrived. Studies show that even having an average tutor shows significant improvement in student scores. However, no edtech companies are building an AI tutor yet, with many companies disavowing the technology's usefulness as it can't create a 100% perfect lesson plan yet. With AI, engagement and substantive learning no longer have to be diametrically opposed. A superhuman teacher will soon be buildable as AI labs continue to improve on accuracy and hallucination problems. 💻 PROGRAMMING, DESIGN & DATA SCIENCE LIGHTFIELD SKILLS: TEACH YOUR CRM TO DO YOUR JOB (SPONSOR) [9] Lightfield [9] is the AI-native CRM that updates itself. Its new Skills let you define and trigger workflows like account research, deal scoring, and forecasting in plain English. The AI agent executes against your full CRM data graph with code execution, web search, and file I/O. 2,500+ startups are already on the platform. TRY IT FREE FOR 3 MONTHS → [9] Use code TLDRTS43 THE GIT COMMANDS I RUN BEFORE READING ANY CODE (4 MINUTE READ) [10] This post introduces five git commands that can diagnose a codebase before a developer opens a single file. Commit histories can provide a diagnostic picture of a project. They tell you who built it, where the problems cluster, and whether a team is shipping with confidence or tiptoeing around land mines. The commands introduced in the post inform developers what the most changed files are, who the authors were, where bugs cluster, whether a project is accelerating or dying, and how often the development team is firefighting. They let developers know which code to read first and what to look for when they get there. FEEDBACK FLYWHEEL (18 MINUTE READ) [11] Every AI interaction generates a signal. These signals can be harvested and fed back into a system to turn individual experience into collective improvement. This creates a feedback loop that turns each interaction into an opportunity to improve the next one. The infrastructure compounds as practice feeds back into it. 🎁 MISCELLANEOUS MY QUEST TO SOLVE BITCOIN'S GREAT MYSTERY (68 MINUTE READ) [12] The identity of Bitcoin's creator, Satoshi Nakamoto, has been a mystery for 17 years. Nakamoto left behind a huge corpus of texts, and this was expanded during a recent trial where an imposter was sued for falsely claiming to be Bitcoin's creator. This article contains an investigation that leads to the conclusion that Adam Back is Satoshi Nakamoto. Back is a British cryptographer and a leading figure in the Bitcoin movement. CAST ADRIFT, META EMPLOYEES HAVE NO IDEA WHO THE ‘TOKEN LEGEND' IS ANYMORE (2 MINUTE READ) [13] Meta had an internal system called Claudeonmics that tracked employees' token usage. It ranked the top 250 employees and gave them badges for high rankings. Meta's staff reportedly used up about 60 trillion tokens in just 30 days, with the person in the top spot racking up 281 billion tokens. Meta has shut down the tracking system due to the data being shared externally. ⚡ QUICK LINKS AI ADOPTION-ONLY METRICS ARE VANITY METRICS. HERE'S HOW TO MEASURE AI IMPACT (SPONSOR) [14] Two Allstacks research reports break AI measurement into what matters: productivity patterns, quality signals, and business outcomes. Download them now for 4 standards that connect AI usage to ROI. [14] HOW TO GET YOUR COMPANY AI PILLED (17 MINUTE READ) [15] Ramp got 99.5% of its team active on AI tools by being obsessed over every employee embracing the new technology. FOR THE FIRST TIME EVER, AMAZON IS CUTTING OLD KINDLES OFF FROM THE KINDLE STORE (2 MINUTE READ) [16] Older Kindle e-readers will no longer be able to buy or download books from the Kindle store starting on May 20. WE'RE MISSING A MUCH BIGGER POINT ON MYTHOS (1 MINUTE READ) [17] Mythos wasn't trained specifically for cybersecurity, it's just good at it because it's good at everything. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [18] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [19]. THE INTL API: THE BEST BROWSER API YOU'RE NOT USING (13 MINUTE READ) [20] The Intl API can handle almost all formatting requirements directly in the browser with zero kB of download and no JS bundle parsing required. VERA (WEBSITE) [21] Vera is a programming language designed for large language models that addresses common model mistakes by making everything explicit and verifiable. AI ADOPTION BY THE NUMBERS (20 MINUTE READ) [22] Serving tech, legal, and healthcare buyers is clearly fertile ground right now, but there likely won't just be one 'winner' in each category. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=138b5e36-33f1-11f1-87b1-0b028336405f&pt=campaign&t=1775729931&s=1752f740bf17eae0f7cbd7da15e70421257c9381139388aac4ef91457389cfd9 [4] https://ad.doubleclick.net/ddm/trackclk/N572608.5847589TLDRMEDIALLC/B34062638.443026475;dc_trk_aid=629341585;dc_trk_cid=247236615;dc_lat=;dc_rdid=;tag_for_child_directed_treatment=;tfua=;gdpr=${GDPR};gdpr_consent=${GDPR_CONSENT_755};gpp=${GPP_STRING_755};gpp_sid=${GPP_SID};ltd=;dc_tdv=1 [5] https://arstechnica.com/ai/2026/04/metas-superintelligence-lab-unveils-its-first-public-model-muse-spark/?utm_source=tldrnewsletter [6] https://www.testingcatalog.com/anthropic-launches-claude-managed-agents-for-businesses/?utm_source=tldrnewsletter [7] https://interestingengineering.com/energy/us-antares-doe-approval-mark0-reactor-demonstrator?utm_source=tldrnewsletter [8] https://www.mackenziemorehead.com/the-2-sigma-problem-the-1-1-tutor/?utm_source=tldrnewsletter [9] https://lightfield.app/blog/introducing-skills?utm_source=newsletter&utm_medium=paid&utm_campaign=tldr&utm_content=secondary_4-9-2026 [10] https://piechowski.io/post/git-commands-before-reading-code/?utm_source=tldrnewsletter [11] https://martinfowler.com/articles/reduce-friction-ai/feedback-flywheel.html?utm_source=tldrnewsletter [12] https://links.tldrnewsletter.com/Gs8lBo [13] https://gizmodo.com/cast-adrift-meta-employees-have-no-idea-who-the-token-legend-is-anymore-2000744189?utm_source=tldrnewsletter [14] https://www.allstacks.com/ai-roi-whitepapers?utm_medium=media-buy&utm_source=linkedin&utm_campaign=tl-dr-april-2026#download [15] https://links.tldrnewsletter.com/5mj9zB [16] https://arstechnica.com/gadgets/2026/04/starting-in-may-pre-2013-kindles-wont-be-able-to-buy-or-download-new-books/?utm_source=tldrnewsletter [17] https://danielmiessler.com/blog/wrong-message-from-mythos?utm_source=tldrnewsletter [18] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [19] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [20] https://polypane.app/blog/the-intl-api-the-best-browser-api-youre-not-using/?utm_source=tldrnewsletter [21] https://veralang.dev/?utm_source=tldrnewsletter [22] https://www.a16z.news/p/ai-adoption-by-the-numbers?utm_source=tldrnewsletter [23] https://refer.tldr.tech/420aa5da/ [24] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [25] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [26] https://jobs.ashbyhq.com/tldr.tech [27] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [28] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [29] https://twitter.com/tldrdan [30] https://twitter.com/SteveFlanders22 [31] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [32] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=138b5e36-33f1-11f1-87b1-0b028336405f&pt=campaign&pv=4&spa=1775728829&t=1775729931&s=288b89cd6c579c24c0fd89e35427ae23df0baa6aeef76c5f8c8746090c34e5a6

Public SaaS valuations collapsed despite continued growth, which shows that the market no longer believes in the traditional model ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Vivatech] [4] TLDR MARKETING 2026-04-08 THE WORLD'S BIGGEST TECH STAGE WAITS FOR YOU (SPONSOR) [4] VivaTech is Europe's largest startup and tech event, with over 180,000 ATTENDEES FROM 170+ COUNTRIES. It's where global business gets done and industries are reshaped. This year, VivaTech hosts its exclusive CMO Summit [5], powered by Adobe and The New York Times. Built by and for marketing leaders: 🎤 Top industry voices on Stage One 🎓 3 days of masterclasses and workshops in small groups 🤝 Dedicated spaces to meet prospects and key clients face-to-face ☕ Connect and recharge at the CMO Lounge powered by LinkedIn See you there: June 17-20, 2026, Paris. [6] 📱 NEWS & TRENDS HOW META'S AI PUSH IS CHANGING AD CREATION (5 MINUTE READ) [7] Meta is pushing toward fully automated advertising, with a reported goal of letting businesses simply input a credit card and a goal by the end of 2026. In practice, media buyers say the platform is far from ready. The new Andromeda ad retrieval system incentivizes uploading diverse creative to broad audiences rather than targeting fixed segments, which has dramatically increased production demands. Advantage+ campaigns now account for 60-70% of spending at some agencies, but recurring issues with low-quality placements and overspend in weak demographics mean significant human oversight is still necessary. Most large brands remain unwilling to use Meta's generative AI for ad creative due to legal concerns and brand control. GEN Z-ERS ARE BECOMING BOSSES (4 MINUTE READ) [8] Gen Z is reshaping workplace norms. They reject the old model of loyalty and delayed rewards. Raised with constant access to information, they want clear reasoning behind decisions and faster trust. This clashes with older leadership styles built on hierarchy and slow-earned credibility. Companies that flatten structures and involve younger employees will retain talent. 🚀 STRATEGIES & TACTICS WIN REPORT: ONE WORD, 38% MORE BOOKINGS (2 MINUTE READ) [9] Adding one word to a call-to-action drove large gains because it closed the intention-action gap. Changing a search button from “Search” to “Search Now” increased bookings by 38% on a travel marketplace. Many visitors were browsing and delaying action due to choice paralysis and present bias. The word “Now” worked because searching is low risk and requires no commitment. It also added urgency and gave a clear instruction, which reduced hesitation and pushed users to act immediately. THE POWER OF A FLYWHEEL (1 MINUTE READ) [10] Growth accelerates when channels reinforce each other instead of operating alone. LinkedIn drives visibility and starts conversations, while YouTube builds trust and captures high-intent search. The newsletter deepens relationships and converts more effectively, since it reaches an owned audience. Content is repurposed across all three so each idea compounds and stays active longer. This creates a flywheel where every piece of content feeds the next, driving consistent leads without ads or outreach. 🧑‍💻 RESOURCES & TOOLS THE CLAUDE DTC SECOND BRAIN (6 MINUTE READ) [11] This guide shows how to turn scattered business data into a self-improving AI knowledge base using Claude. Instead of manually organizing files, users dump raw inputs like ads, reviews, and notes into folders. Then the AI compiles them into a structured, cross-linked wiki that answers strategic questions using only that data. The system continuously improves by saving outputs and re-ingesting them, creating a feedback loop where insights compound over time. It demonstrates a simple but powerful shift from fragmented tools to a single AI-maintained “brand brain” that makes strategy grounded in real data. GOOGLE QUIETLY LAUNCHED AN AI DICTATION APP THAT WORKS OFFLINE (2 MINUTE READ) [12] Google AI Edge Eloquent is a free iOS dictation app that turns speech into polished text using on-device AI. It transcribes in real time, removes filler words, and can rewrite output into summaries or more formal versions. Users can choose local-only or cloud processing, add custom terms, and search past transcripts while tracking stats like word count and speaking speed. It may expand to Android in the near future. 🎁 MISCELLANEOUS A MASSIVE RANT ABOUT USING LLMS FOR MARKETING TASKS (9 MINUTE READ) [13] This article catalogues specific examples of LLMs failing at tasks they are commonly promoted for, including company research, data analysis, transcription, and file exports. One model fabricated 30 businesses during a prospecting task, then claimed it had verified them via live web searches it never performed. Another task involving Search Console data produced invented page names and inconsistent metrics despite having the actual export attached. The real danger is not just the occasional errors but confident, repeated fabrication paired with corporate decisions to replace junior marketers with AI tools. WHY SAAS GOT PRICED OUT (5 MINUTE READ) [14] Public SaaS valuations collapsed despite continued growth, which shows that the market no longer believes in the traditional model. Median SaaS multiples fell from 18.6× revenue in 2021 to 5.1× in 2025, even as HubSpot grew revenue 141% while its stock fell 71%. The core issue is the input model, since software built on manual data entry is being replaced by AI that understands unstructured input like voice and context. Speed gains from AI are quickly commoditized, while quality problems like model collapse and error scaling make judgment more valuable than output. Future products will win by integrating into AI-driven workflows and improving quality. Users now expect tools to work with how they already use AI rather than forcing new systems. COULD GAMING'S 'EPIC' STRUGGLES OPEN THE DOOR FOR MORE ADVERTISERS? (4 MINUTE READ) [15] Epic Games' recent layoff of a thousand employees and Fortnite's declining audience highlight a wider downturn in gaming, but industry insiders say advertising alone would not have solved Epic's core challenges around engagement and mobile access. Large publishers remain reluctant to adopt scalable ad formats, often stuck in a cycle of licensing brand IP and then awkwardly asking those same brands to buy ad placements. Roblox is the furthest along in testing in-game ads, but revenue from advertising is still modest, and many of its game developers do not see the value in running them. ⚡ QUICK LINKS WHY THE AI MOAT CONVERSATION IS MISSING ITS MOST IMPORTANT LAYER (6 MINUTE READ) [16] The real moat is becoming “hard to believe”, meaning earning trust and credibility over time. INSTAGRAM CHIEF DEBUNKS POPULAR ENGAGEMENT HACK (1 MINUTE READ) [17] Re-posting feed posts to Instagram Stories doesn't boost reach. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=43e836ca-32f3-11f1-8cd8-d1fef766ef07&pt=campaign&t=1775647182&s=4b7fc2dedb2d5e62cd6016f4a097bc93c1b1ceebaa0ccbf305ac0309c1931495 [4] https://vivatech.com/?ca=VIVATECHTLDR1&utm_source=TLDR&utm_medium=email&utm_campaign=TLDR1 [5] https://vivatech.com/news/why-viva-tech-2026-is-the-cmo-s-working-lab-in-paris?ca=VIVATECHTLDR1&utm_source=TLDR&utm_medium=email&utm_campaign=TLDR1 [6] https://vivatech.com/get-your-pass?ca=VIVATECHTLDR1&utm_source=TLDR&utm_medium=email&utm_campaign=TLDR1&utm_id=TLDR1 [7] https://www.marketingbrew.com/stories/2026/04/07/meta-ai-ad-creation?utm_source=tldrmarketing [8] https://links.tldrnewsletter.com/bOf94k [9] https://conversion-rate-experts.com/travel-one-word-win-report/?utm_source=tldrmarketing [10] https://www.linkedin.com/posts/diandraescobar_linkedin-was-booking-calls-then-we-added-share-7447114947165102080-slLE?utm_source=tldrmarketing [11] https://docs.google.com/document/d/1tSOaG4BUZFfE2Fi5aG_rHajGpJZQWcQ1O00QhZykXZw/edit?utm_source=tldrmarketing [12] https://techcrunch.com/2026/04/06/google-quietly-releases-an-offline-first-ai-dictation-app-on-ios?utm_source=tldrmarketing [13] https://browsermedia.agency/blog/a-massive-rant-about-using-llms-for-marketing-tasks/?utm_source=tldrmarketing [14] https://www.leahtharin.com/p/why-saas-got-priced-out?utm_source=tldrmarketing [15] https://mikeshields.substack.com/p/could-gamings-epic-struggles-open?utm_source=tldrmarketing [16] https://www.linkedin.com/pulse/why-ai-moat-conversation-missing-its-most-important-layer-shama-hyder-tjkwe/?utm_source=tldrmarketing [17] https://www.socialmediatoday.com/news/instagram-chief-debunks-popular-engagement-hack/816781/?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=43e836ca-32f3-11f1-8cd8-d1fef766ef07&pt=campaign&pv=4&spa=1775646043&t=1775647182&s=eb7869f933858d1ac5e5fccc89a133cbd5a80be4d0bde22d6e1ccd84f4498f4f

Anthropic claims its new Claude Mythos Preview model is too powerful to be released to the public. The model can identify security vulnerabilities ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Granola] [4] TLDR 2026-04-08 GET THE AI NOTEPAD EVERYONE'S TALKING ABOUT FOR 1 MONTH FREE (SPONSOR) [4] Most meeting transcribers are kind of... bad? Meeting bot awkardness, long lists of irrelevant bullet points, and you're left wishing you'd taken your own notes for context. Granola [4] focuses on what really matters by enriching your raw meeting notes with content from the call. It then puts together follow-up actions for you, surfaces insights, and shares knowledge with your team. Oh, and that meeting bot? There's no need — Granola runs silently on your Mac or iPhone. TLDR readers get Granola Business [4] for 1 month free. Granola's free tier gets you unlimited meeting notes forever, no credit card required. Get 1 month free with code TLDR1MO [4] 📱 BIG TECH & STARTUPS ANTHROPIC CLAIMS ITS NEW AI MODEL, MYTHOS, IS A CYBERSECURITY ‘RECKONING' (10 MINUTE READ) [5] Anthropic claims its new Claude Mythos Preview model is too powerful to be released to the public. The model specializes in identifying security vulnerabilities in software. Anthropic is making the model available to more than 40 technology companies to use to find and patch security vulnerabilities in critical software programs. The move is aimed at raising awareness of AI threats and giving good actors a head start on the process of securing their code. INTEL PARTNERS WITH SPACEX, TESLA TO OPERATE NEW CHIP PLANT (4 MINUTE READ) [6] Intel has partnered with SpaceX and Tesla to work on Elon Musk's Terafab project. Intel will design, fabricate, and package ultra-high-performance chips at scale. Terafab will make chips for use in Tesla's robotaxis and Optimus humanoid robots. It will also make chips optimized for use in space. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY INTEL IS GOING ALL-IN ON ADVANCED CHIP PACKAGING (12 MINUTE READ) [7] Intel's Fab 9 and Fab 11X are critical infrastructure for the company's fast-growing advanced chip packaging business. Packaging involves combining multiple chiplets onto a single custom chip. Nearly every major tech company is considering or is already making custom chips as AI is driving demand for all kinds of computing power. Intel is reportedly in ongoing talks with Google and Amazon for its advanced packaging services. ASTRONAUTS SET DISTANCE RECORD, REVEALING THE MOON AS A PLACE TO BE EXPLORED (18 MINUTE READ) [8] The Orion spacecraft has performed well since its launch last week. The crew looped behind the Moon on Monday. They reached their closest point to the lunar surface at a distance of 4,067 miles at 7 PM EDT. The Artemis II mission reached its most distant point from Earth at a range of 252,756 miles, a new record for the farthest anyone has traveled into space. 💻 PROGRAMMING, DESIGN & DATA SCIENCE STARTING TODAY! LEARN HOW TO BRING AI TO YOUR DATA (SPONSOR) [9] Is fragmented data holding back AI? Instead of moving your data into separate AI environments, you can bring AI to your data to simplify your architecture. Today, April 8 [10], senior engineering leaders from Oracle and Activision Blizzard will discuss new innovations in AI for data work. Join this exclusive webinar [10] to learn how to: * Use AI without added complexity. * End data chaos. * Reduce data risk and defend against new AI threats. Attend live for the extended Q&A [10] S3 FILES AND THE CHANGING FACE OF S3 (34 MINUTE READ) [11] S3 Files lets developers mount any S3 bucket or prefix as a filesystem on an EC2 instance, container, or Lambda function. It is backed by EFS, which provides the tools developers already expect. From an application's perspective, S3 files is a mounted directory, but from S3's perspective, the data is objects in a bucket. THE BUILDING BLOCK ECONOMY (8 MINUTE READ) [12] The current most effective way to build software and get massive adoption is to create building blocks that enable and encourage others to build quantity over quality. This will ultimately lead to better mainline software. Agents readily pick open and free software over closed and commercial. Closed-source, commercial software is at a massive disadvantage. 🎁 MISCELLANEOUS GOOD TASTE THE ONLY REAL MOAT LEFT (14 MINUTE READ) [13] Competent output is now cheap thanks to AI. This gives people who can tell what's generic, what's true, and what's worth pushing further an advantage. Taste is a side-effect of paying close attention to reality. Combine taste with context, constraints, and the willingness to build something different from the average. OPENAI #16: A HISTORY AND A PROPOSAL (40 MINUTE READ) [14] Anthropic has partnered with several cybersecurity companies to fix zero-day exploits found by Claude Mythos. The New Yorker recently published a massive article about Sam Altman and his lack of trustworthiness. OpenAI recently proposed policy for the age of superintelligence. The company has purchased tech show TBPN, and while everyone vows that it will stay the same, that's unlikely to happen. This article gets into the details of each story. ⚡ QUICK LINKS TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [15] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [16]. GOOGLE BRINGS VERTICAL TABS AND IMPROVED READING MODE TO CHROME (1 MINUTE READ) [17] The tab layout can be changed by right-clicking on any Chrome window and choosing the 'Show Tabs Vertically' option. IMPECCABLE (WEBSITE) [18] Impeccable is a set of AI skills that provides the design vocabulary required to create great design prompts. SCION (GITHUB REPO) [19] Scion is a multi-agent orchestrator designed to manage deep agents in isolated containers so they can work on different parts of projects without stepping on each other. APPLE'S FOLDABLE IPHONE REMAINS ON TRACK FOR SEPTEMBER DEBUT (3 MINUTE READ) [20] Production has yet to ramp up, which means the timing isn't final. PRINCIPLES OF MECHANICAL SYMPATHY (11 MINUTE READ) [21] Mechanical sympathy is the practice of creating software that is sympathetic to its underlying hardware. THE RIVIAN R2 WILL LAUNCH WITH 335 MILES OF RANGE (2 MINUTE READ) [22] The official EPA range estimate for the R2 is 335 miles when fitted with 12-inch wheels, and 314 miles when fitted with 20-inch wheels. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. 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Identify relevant sites using searches like “best [your category] after:2025” and review existing partners for high response rates ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-04-07 📱 NEWS & TRENDS WHY APPLE'S APP STORE IS SUDDENLY BEING FLOODED WITH NEW APPS (4 MINUTE READ) [4] The App Store is seeing a surge in new apps, with launches up 30% in 2025 and 84% in early 2026. AI-powered coding tools now let anyone create functional apps quickly. Most new apps focus on productivity, photo, video, and weather, though Apple has begun restricting apps that let users build other apps on iPhones. The influx makes it harder to find high-quality apps and has slowed some reviews. SEARCH MOVES BEYOND KEYWORDS AS AI RESHAPES AD TARGETING (3 MINUTE READ) [5] Search behavior is shifting from short keywords to longer, conversational queries that trigger AI-generated responses, changing how ads are matched and served. Google reports that improvements in language models have reduced irrelevant ads by roughly 40% by interpreting context and intent rather than relying on exact keyword matches. Overall traffic trends have remained stable year over year, but click quality has improved as users arrive with clearer intent. 🚀 STRATEGIES & TACTICS GUEST POSTING PROCESS ON LINKEDIN (2 MINUTE READ) [6] Identify relevant sites using searches like “best [your category] after:2025” and review existing partners for high response rates. Begin with small placements to build trust, then pitch a guest post that serves the host audience and covers BOFU topics they haven't addressed. Write content optimized for SEO, support it with backlinks if possible, and reach out from a company email with a multi-step sequence emphasizing mutual benefit. This process builds backlinks and AI search visibility. SEO A/B TESTING: 5 EASY EXPERIMENTS TO DRIVE TRAFFIC (7 MINUTE READ) [7] Title tags can be tested with more compelling variations to boost CTR. Content can be optimized for Google AI Overviews by adding concise summaries, FAQs, and clean HTML structure. Internal link placement can be adjusted from high-authority pages with keyword-rich anchors. Content length and depth can be expanded with additional sections, visuals, and supporting data. Schema markup can be implemented via JSON-LD, CMS plugins, or Google Tag Manager to enable rich results and increase CTR. WIN REPORT: HOW REUSING WINNING COPY INCREASED CONVERSIONS BY 82% (2 MINUTE READ) [8] Reusing proven homepage copy in an exit-intent lightbox increased conversions by 82% by capturing visitors about to leave. Many users engaged with the site like a travel magazine without entering the booking funnel. The lightbox used a tested headline, popular activity links, and a clear call-to-action to guide users toward planning a trip. This approach worked by delivering a timely prompt without altering existing content. 🧑‍💻 RESOURCES & TOOLS CONTENT WAREHOUSE API REFERENCE (WEBSITE) [9] The Content Warehouse API Reference allows you to search every attribute from Google's API leaks. It shows which category each attribute belongs to, including NavBoost, Indexing, Anchors, and more. It makes it much easier to search and learn about the API leaks than in an Excel spreadsheet. HOW GROW & CONVERT HELPED LEVEL AI APPEAR IN AI SEARCH RESULTS FOR 100+ BOFU PROMPTS (7 MINUTE READ) [10] Grow & Convert helped Level AI appear in over 100 AI search prompts. They targeted 50+ high buying-intent keywords with detailed content. The content highlighted Level AI's unique features, like semantic understanding, emotion detection, and automated QA scoring. They used a Prioritized GEO strategy to ensure LLMs found Level AI through top Google search results. Visibility was reinforced with citation outreach to sources LLMs already reference, such as G2 and competitor websites. Tools like Traqer tracked AI search performance across ChatGPT, Perplexity, and Google AIO. Content was structured to feed LLMs clear value propositions, use cases, and differentiators. 🎁 MISCELLANEOUS MAKING DATA SEXY: THE KNEAD THAT DOUGH STORY (4 MINUTE READ) [11] Most analytics tools fail because employees feel overwhelmed by data and avoid using them. Knead That Dough addresses this by turning messy, multi-source reporting into a single, easy-to-use dashboard with real-time insights accessible on a phone. The strategy centers on the “Joy of Data”, shaping a brand that feels human, practical, and engaging. The design avoids industry clichés and uses minimal visuals and real-world context to make data easier to understand and more appealing to interact with. AUTHORITIES NEED TO ESTABLISH CLEARER RULES ON SOCIAL MEDIA AGE CHECKING (4 MINUTE READ) [12] Teen social media restrictions are failing because no universal, effective age-checking system exists, and enforcement varies by platform. Australia's under-16 ban shows 70% of children still access social apps, with no drop in online harm. Proposed solutions include app store-level verification or a universal digital ID system to standardize checks and prevent teens from switching to less secure platforms. Without a scalable approach for all platforms, these restrictions will remain ineffective. ⚡ QUICK LINKS GOOGLE HAS BEEN INFLATING IMPRESSIONS IN SEARCH CONSOLE REPORTS FOR ALMOST A YEAR (1 MINUTE READ) [13] Google confirmed a GSC logging issue since May 2025 that inflated reported search impressions. BROWSERGATE: THE MASSIVE MICROSOFT-LINKEDIN ESPIONAGE SCANDAL (6 MINUTE READ) [14] The platform is allegedly scanning Chrome extensions, exposing signals like job searches and finances. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [15] Track your referrals here. [16] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [17]. Want to work at TLDR? 💼 APPLY HERE [18], CREATE YOUR OWN ROLE [19] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [20] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [21] & Maddi Salmon [22] Manage your subscriptions [23] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [24]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=acf92b9c-3249-11f1-8fd6-370265ed0586&pt=campaign&t=1775560556&s=6b50a4d19b9c54f9a6c7bfa45214422464b4577d0f7b76cc7e9638b3ea8eec91 [4] https://links.tldrnewsletter.com/SvaNxY [5] https://www.marketingtechnews.net/news/search-moves-beyond-keywords-as-ai-reshapes-ad-targeting/?utm_source=tldrmarketing [6] https://www.linkedin.com/posts/benjamingoodey_guest-posting-has-quietly-become-one-of-the-share-7446897929019150337-YPZ-?utm_source=tldrmarketing [7] https://www.wordstream.com/blog/seo-ab-testing?utm_source=tldrmarketing [8] https://conversion-rate-experts.com/travel-exit-lightbox-win-report/?utm_source=tldrmarketing [9] https://www.seo-datawarehouse.com/?utm_source=tldrmarketing [10] https://www.growandconvert.com/ai/ai-search-visibility-level-ai/?utm_source=tldrmarketing [11] https://blog.tubikstudio.com/making-data-sexy-the-knead-that-dough-story/?utm_source=tldrmarketing [12] https://www.socialmediatoday.com/news/authorities-need-to-establish-clearer-rules-on-social-media-age-checking/816664/?utm_source=tldrmarketing [13] https://www.linkedin.com/posts/chris-long-marketing_holy-moly-seos-it-turns-out-google-has-been-share-7446887908482985984-lodu?utm_source=tldrmarketing [14] https://thecybersecguru.com/news/browsergate-linkedin-microsoft-espionage-report/?utm_source=tldrmarketing [15] https://refer.tldr.tech/eb173905/5 [16] https://hub.sparklp.co/sub_dde87fb1813a/5 [17] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [18] https://jobs.ashbyhq.com/tldr.tech [19] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [20] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [21] https://www.linkedin.com/in/alikoh/ [22] https://www.linkedin.com/in/maddisalmon/ [23] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [24] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=acf92b9c-3249-11f1-8fd6-370265ed0586&pt=campaign&pv=4&spa=1775559646&t=1775560556&s=8974263035ac96d0935892534c2ef86853f8a93416f21c8151cfa1092c9ca518

Anthropic's annual revenue run-rate has spiked to more than $30 billion. OpenAI's annual revenue run-rate is around $24 billion ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-04-07 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS ANTHROPIC BOASTS REVENUE RUN RATE OF $30 BILLION AS THE CLAUDE DEVELOPER EXPANDS ITS PARTNERSHIP WITH GOOGLE AND BROADCOM (1 MINUTE READ) [9] Anthropic's annual revenue run-rate has spiked from roughly $9 billion at the end of 2025 to more than $30 billion. Fewer than 135 S&P companies booked at least $30 billion in sales in the past 12 months. OpenAI's annual revenue run-rate is around $24 billion. Anthropic recently announced an expansion of its partnership with Google and Broadcom. Anthropic will access 3.5 gigawatts of TPU-based AI compute capacity beginning in 2027. OPENAI'S LEADERSHIP REPORTEDLY DISAGREES ABOUT WHEN TO RAISE MONEY AND HOW TO SPEND IT (2 MINUTE READ) [10] OpenAI's CFO, Sarah Friar, reportedly told colleagues earlier in the year that she didn't believe the company could be ready to go public in 2026. CEO Sam Altman wants to go public as soon as Q4. Friar has previously expressed doubts about whether OpenAI needed to pour so much money into obtaining AI servers, and whether the company's revenue growth would support the commitments. These frictions have led Altman to exclude Friar from some conversations related to the company's financial plans. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ARTEMIS II ASTRONAUTS HEADING HOME AFTER HISTORIC MOON FLYBY (6 MINUTE READ) [11] The Artemis II mission is the first to send humans to the Moon in more than 50 years. The crew surpassed the Apollo 13 distance record of 248,655 statute miles from Earth, reaching a peak distance of 252,756 miles from Earth. It came within 4,067 miles of the lunar surface, looping around the far side of the moon before returning. The crew is set to splash down in the Pacific Ocean off San Diego, California, on Friday at 8:07 PM. FROM FOLDING BOXES TO FIXING VACUUMS, GEN-1 ROBOTICS MODEL HITS 99% RELIABILITY (4 MINUTE READ) [12] Robotic machine learning company Generalist's GEN-1 physical AI system reportedly crosses into production-level success rates on a broad range of physical skills. The model is also able to respond to disruptions by improvising new moves. The company collected over half a million hours and petabytes of physical interaction data to help train the model. A video of a robot powered by the model taking money out of a wallet and replacing it is available in the article. 💻 PROGRAMMING, DESIGN & DATA SCIENCE LLM OBSERVABILITY GUIDE BY DATADOG: MONITORING QUALITY, RELIABILITY, AND SECURITY (SPONSOR) [13] Multi-step LLM workflows break in unexpected places due to bad retrievals, hallucinated tool calls, and prompt injections you didn't see coming. Datadog's LLM Observability Best Practices Guide [13] walks through how to trace, evaluate, and secure every step of the chain - so you can improve output quality and reduce security risk. Read the guide [13] 58% OF PRS IN OUR LARGEST MONOREPO MERGE WITHOUT HUMAN REVIEW (10 MINUTE READ) [14] One of Vercel's oldest and largest Next.js apps is a monorepo that contains multiple critical properties. The repository sees over 400 pull requests per week on average. Until recently, this required human approval before merging, but now, an agent reviews and merges 58% of those pull requests without a human reviewer. This has dropped the average merge time by 62%. HOW META USED AI TO MAP TRIBAL KNOWLEDGE IN LARGE-SCALE DATA PIPELINES (9 MINUTE READ) [15] Meta's AI agents weren't making useful edits quickly enough when pointed at one of the company's large-scale data processing pipelines. The company fixed this by building a pre-compute engine consisting of a swarm of over 50 specialized AI agents that systematically read every file to produce context files that encode the tribal knowledge that previously lived only in engineers' heads. As a result, its AI agents now have structured navigation guides for 100% of the company's code modules. The system works with most leading models because the knowledge layer is model-agnostic. 🎁 MISCELLANEOUS CONFESSIONS OF A MILLENNIAL IN TECH (6 MINUTE READ) [16] Millennials may be the last generation that builds their careers around software as a medium. They drove the digital transformation, but unfortunately, they are the sandwich generation that has to explain software to their parents and AI to their kids. It is unknown what will happen to the people whose edge was being good at creating software when software started getting built, configured, and operated by AI. However, it is clear that the advantage is shifting. SOCIAL MEDIA HAS BECOME A FREAK SHOW (17 MINUTE READ) [17] Today's social media ecosystem is particularly unhealthy. It is small and continuing to get smaller. When there's a lack of competition in an isolated environment, strange things start to happen. All sorts of things that might not be survivable in a more competitive environment can actually become fitness advantages in these scenarios. ⚡ QUICK LINKS 💡WHY THE AZURE LABS DEPRECATION IS THE BEST THING TO HAPPEN TO YOUR WORKFLOW. (SPONSOR) [18] The end of Azure Labs is your chance to adopt a clean, powerful, user-centric alternative designed to make cloud research completely effortless. Click to learn more [19] 🚀 A CRYPTOGRAPHY ENGINEER'S PERSPECTIVE ON QUANTUM COMPUTING TIMELINES (14 MINUTE READ) [20] Current predictions about quantum computing timelines could turn out to be wrong, but the risk that they could be right is unacceptable, and people need to start acting now. AMAZON AND US POSTAL SERVICE REACH DELIVERY DEAL (5 MINUTE READ) [21] Amazon and the US Postal Service have a tentative deal that will result in a 20% reduction in packages Amazon ships through the service. GOOGLE AI EDGE GALLERY (1 MINUTE READ) [22] Google AI Edge Gallery is Google's official app for running Gemma 4 models directly on an iPhone. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [23] TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [24]. AGENTIC CODING AND MICROSERVICES (2 MINUTE READ) [25] AI enables developers to work more monolithically. WHAT NEXT FOR THE COMPUTE CRUNCH? (9 MINUTE READ) [26] The next 18 to 24 months are going to be defined by compute shortages. TEARDOWN OF UNRELEASED LG ROLLABLE SHOWS WHY ROLLABLE PHONES AREN'T A THING (4 MINUTE READ) [27] The internal complexity of the Rollable made it extremely expensive to manufacture, and durability was a big concern. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [28] Track your referrals here. [29] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [30]. Want to work at TLDR? 💼 APPLY HERE [31], CREATE YOUR OWN ROLE [32] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [33] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [34] & Stephen Flanders [35] Manage your subscriptions [36] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [37]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=a243754e-3263-11f1-93cb-439dd3cbfd59&pt=campaign&t=1775557094&s=23f67126756aa8867822304715434cbdb24cf45fd0f2252885fd0d4ead148f04 [4] https://www.qawolf.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260406-None_Experiment-FALSE&utm_term=headline-CutYourQACyclesDownToMinutesWithAutomatedTesting&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260406_v1_ [5] https://www.qawolf.com/how-it-works?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260406-None_Experiment-FALSE&utm_term=body-80PercentAutomatedEndToEndTestCoverage&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260406_v1_ [6] https://www.qawolf.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260406-None_Experiment-FALSE&utm_term=body-QAWolf&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260406_v1_ [7] https://www.qawolf.com/customers/drata?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260406-None_Experiment-FALSE&utm_term=body-DratasTeamOf80PlusEngineers&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260406_v1_ [8] https://www.qawolf.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20260406-None_Experiment-FALSE&utm_term=cta-ScheduleADemoToLearnMore&utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260406_v1_ [9] https://links.tldrnewsletter.com/ZPmNRf [10] https://links.tldrnewsletter.com/AaOObO [11] https://www.npr.org/2026/04/06/nx-s1-5773187/nasa-artemis-ii-moon-lunar-flyby?utm_source=tldrnewsletter [12] https://arstechnica.com/ai/2026/04/generalists-new-physical-robotics-ai-brings-production-level-success-rates/?utm_source=tldrnewsletter [13] https://www.datadoghq.com/resources/llm-observability-best-practices/?utm_source=tldrnewsletter&utm_medium=newsletter&utm_campaign=dg-coreplatform-ww-llm-observability-tldr [14] https://vercel.com/blog/58-percent-of-prs-in-our-largest-monorepo-merge-without-human-review?utm_source=tldrnewsletter [15] https://engineering.fb.com/2026/04/06/developer-tools/how-meta-used-ai-to-map-tribal-knowledge-in-large-scale-data-pipelines/?utm_source=tldrnewsletter [16] https://www.elenaverna.com/p/confessions-of-a-millennial-in-tech?utm_source=tldrnewsletter [17] https://www.natesilver.net/p/social-media-has-become-a-freak-show?utm_source=tldrnewsletter [18] https://blog.ronin.cloud/ronin-labs/?utm_source=tldrnewsletter [19] https://blog.ronin.cloud/ronin-labs/ [20] https://words.filippo.io/crqc-timeline/?utm_source=tldrnewsletter [21] https://links.tldrnewsletter.com/6KA172 [22] https://simonwillison.net/2026/Apr/6/google-ai-edge-gallery/?utm_source=tldrnewsletter [23] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [24] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [25] https://www.natemeyvis.com/agentic-coding-and-microservices/?utm_source=tldrnewsletter [26] https://martinalderson.com/posts/what-next-for-the-compute-crunch/?utm_source=tldrnewsletter [27] https://arstechnica.com/gadgets/2026/04/teardown-of-unreleased-lg-rollable-shows-why-rollable-phones-arent-a-thing/?utm_source=tldrnewsletter [28] https://refer.tldr.tech/420aa5da/ [29] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [30] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [31] https://jobs.ashbyhq.com/tldr.tech [32] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [33] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [34] https://twitter.com/tldrdan [35] https://twitter.com/SteveFlanders22 [36] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [37] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=a243754e-3263-11f1-93cb-439dd3cbfd59&pt=campaign&pv=4&spa=1775556050&t=1775557094&s=5732f0dad8c81ef0c4df0cf8bac5f0cdcefa45ee7c8b17c98d277af18b27ce3f

Cognitive surrender is where people stop using judgment and accept AI outputs as truth. Users accepted faulty AI reasoning 73.2% of the time ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [HighLevel] [4] TLDR MARKETING 2026-04-06 THE FASTEST-GROWING AGENCIES STOPPED STACKING TOOLS AND STARTED REPLACING THEM (SPONSOR) [4] The math never worked: one subscription for your CRM, another for email, another for funnels, another for SMS, another for booking, another for call tracking. By the time everything's connected (if it even connects), you've spent more time on setup than on actual growth. HighLevel built one platform that handles the full pipeline [4] — from lead capture to nurture to booked appointment — with AI doing the follow-up so nothing slips through the cracks. 📩 CRM, email, SMS, and voice in one workflow 🤖 AI that follows up on missed calls and books meetings automatically 📊 Funnels, calendars, payments, and analytics — no integrations [4] 🏷️ White-label the whole platform and resell it to clients See what's replacing the marketing stack [4] 📱 NEWS & TRENDS AI MANDATES ARE A DEMAND FOR COGNITIVE SURRENDER (3 MINUTE READ) [5] AI mandates are driving “cognitive surrender,” where people stop using judgment and accept AI outputs as truth. Research shows that users accepted faulty AI reasoning 73.2% of the time and overruled it only 19.7% of the time, which demonstrates a sharp drop in critical thinking. Easy generation of code and text makes validation harder, so quality drops and people lower their standards over time. Leadership pressure for speed and vague AI mandates push workers to rely on tools without clear goals, even though individuals remain responsible for errors. Strong direction and clear outcomes can reduce this effect and help your team focus on meaningful impact instead of unchecked output. WHERE THE PUCK IS GOING IN AI SEARCH (8 MINUTE READ) [6] AI search has commoditized first-wave SEO and AEO tactics like listicles, schema, and scaled content. These are easy to replicate and no longer create an advantage. Platforms now prioritize signals that are harder to fake, like verified reviews, creator endorsements, and community presence. These signals shape how brands are evaluated and cited. Companies that build credibility beyond their own sites have a clear advantage, while those relying on content alone fall behind. Over time, visibility concentrates around the few brands that consistently earn trust, not the ones producing the most content. 🚀 STRATEGIES & TACTICS HOW TO BUILD A LINKEDIN DASHBOARD USING CLAUDE (1 MINUTE READ) [7] This post explains how to turn LinkedIn post data into an interactive dashboard for insights. Screenshots of posts and analytics are uploaded because LinkedIn URLs do not work. Claude analyzes patterns in hooks, keywords, formats, and performance. It then creates a clickable dashboard with an overview, ranked posts, keyword trends, and strategic recommendations. The same method can be applied to competitors or admired creators to compare content and learn from their top-performing posts. THIS IS WHY MOST BRAND GUIDES FAIL IN 2026 (15 MINUTE VIDEO) [8] Start with 3-4 emotions the brand should create, validated through customer conversations or surveys. Build messaging first with a clear mission, tagline, three core messages, and proof points. Then develop visual identity, including typography, color, photography style, layout, and logo usage. Use mood boards and AI tools to extract consistent patterns. Define clear rules and constraints, including what to avoid. Drive adoption by embedding the guide into everyday tools or an AI workspace. Review quarterly to reflect updates without changing the core. Define positioning by stating both what the brand stands for and what it rejects, and avoid frequent rebrands. 🧑‍💻 RESOURCES & TOOLS THE TOP 25% OF NEWSLETTER ADS GET 4X HIGHER CTRS. (SPONSOR) [9] We analyzed 400+ TLDR campaigns to find out why. Ads that lead with the payoff actually underperform. See what the top performers do instead. [9] HOW CLAY USES CLAY: ABM CAMPAIGNS TO BREAK INTO TIER 1 ACCOUNTS (WEBINAR) [10] This live workshop on April 16 will demo Clay's ABM playbook, showing how to turn cold outreach into warm engagement. It covers a fully integrated campaign for Tier 1 accounts using direct mail with personalized Air Dry Clay kits, automated LinkedIn ads, account-specific landing pages, and coordinated outbound sequences. It's hosted by the growth team at Clay. HOW TO BUILD A MARKETING ATTRIBUTION REPORT WITH AI (6 MINUTE READ) [11] A two-tier approach to marketing attribution starts with a 10-minute Claude + HubSpot setup that pulls closed-won deal data and identifies which marketing activities correlate with revenue. The first version works from contact properties like first conversion and MQL date, making insights directional but immediately actionable. Teams that hit the connector's limits can graduate to a Supabase-backed app built in Lovable that supports full activity timelines and multiple attribution models across hundreds of thousands of touchpoints. Data hygiene is the main constraint in both versions, as the output is only as accurate as what gets logged in the CRM. BEEHIIV LAUNCHES PODCAST (3 MINUTE READ) [12] Beehiiv now offers a feature to launch, host, and monetize podcasts on a single platform. Episodes can be published and distributed to all major apps. Each episode has an SEO-optimized webpage with interactive transcripts, keeping audiences engaged and improving discoverability. Podcasts integrate with newsletters and websites, enabling premium content, bundled subscriptions, and engagement-based automations. 🎁 MISCELLANEOUS GOOGLE SEARCH IS A MESS AND IT IS MAKING REDDIT LEAD GEN INSANE RIGHT NOW (8 MINUTE READ) [13] Google search quality is declining due to SEO spam and AI content, so users are adding “Reddit” to find real opinions. This has made Reddit a high-intent channel where people asking for recommendations often convert quickly. The opportunity is to engage directly in relevant threads instead of chasing rankings. Comments confirm higher conversions from helpful replies and even indirect profile visits, while noting that obvious promotion gets downvoted or flagged. THE RISE OF DARK TRAFFIC: WHY YOUR ANALYTICS ARE LYING TO YOU (3 MINUTE READ) [14] Traditional attribution models are breaking down as buyer journeys increasingly begin in AI assistants before any measurable website interaction occurs. What appears as direct traffic often represents AI-influenced research that analytics can't properly trace, creating an illusion of brand strength while the actual preference formation happens elsewhere. B2B teams face particular challenges as buyers arrive pre-filtered with shortlists already formed through invisible AI-driven evaluations. ⚡ QUICK LINKS CLAUDE + GSC TIP (1 MINUTE READ) [15] Use Claude and Google Search Console data to find pages that are close to ranking and just need a content push, new page opportunities where demand is rising, and the exact window to act before the topic saturates. THE ERA OF LINK IN BIO IS FINALLY OVER (2 MINUTE READ) [16] Meta is testing product tagging in Instagram Reels, allowing eligible creators to embed up to 30 products from business catalogs or affiliate links directly into videos. IF YOU CAN'T SAY WHAT PROBLEM YOUR BRAND SOLVES, AI WON'T EITHER (6 MINUTE READ) [17] AI is compressing discovery, search, and purchase into a single moment, which means brands with unclear positioning get synthesized into incoherent answers and skipped. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=7ac27ef6-3188-11f1-a2a6-7f07adcd60ac&pt=campaign&t=1775474692&s=dae1932b74facfebb91a3973602ad25b71412945cf7789354b7d1d2987955ff1 [4] https://www.gohighlevel.com/?fp_ref=qhws5g [5] https://productpicnic.beehiiv.com/p/ai-mandates-are-a-demand-for-cognitive-surrender?utm_source=tldrmarketing [6] https://beomniscient.com/blog/where-the-puck-is-going-in-ai-search/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/sandra-dajic_i-posted-about-a-linkedin-dashboard-i-built-share-7446156221046407168-UTPs?utm_source=tldrmarketing [8] https://links.tldrnewsletter.com/7POL2T [9] https://advertise.tldr.tech/campaign-playbooks/pipeline-and-revenue/?utm_source=tldrmarketings&utm_medium=newsletter&utm_campaign=secondary04062026 [10] https://www.clay.com/livestreams/how-clay-uses-clay-abm-direct-mail-campaigns?utm_source=tldrmarketing [11] https://www.dearstage2.com/p/how-to-build-a-marketing-attribution?utm_source=tldrmarketing [12] https://product.beehiiv.com/p/podcasts?utm_source=tldrmarketing [13] https://www.indiehackers.com/product/leado-co?post=ptEqErgpEJReT8RKZEFb&utm_source=tldrmarketing [14] https://socialmediaexplorer.com/digital-marketing/the-rise-of-dark-traffic-why-your-analytics-are-lying-to-you/?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/anku-kush_claude-gsc-hack-1-open-google-search-share-7445689116693778432-oxSH?utm_source=tldrmarketing [16] https://www.retaildive.com/news/era-of-link-in-bio-is-finally-over-instagram-reels-meta/815630/?utm_source=tldrmarketing [17] https://searchengineland.com/problem-brand-solves-ai-473427?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=7ac27ef6-3188-11f1-a2a6-7f07adcd60ac&pt=campaign&pv=4&spa=1775473275&t=1775474692&s=ef13f818228ffb55bf20d9e70fe134c4ccd01ac18d0e4bedc3a7dc64be2f8c98

Apple has signed drivers for Nvidia eGPUs. Users can now pair their eGPUs with Macs for AI LLM processing without having to use workarounds ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Clerk] [4] TLDR 2026-04-06 MONETIZE TEAM GROWTH AUTOMATICALLY WITH CLERK BILLING (SPONSOR) [4] Growing B2B teams mean more revenue — if your pricing captures it. Clerk Billing now supports seat-limited plans, so organizations automatically hit a paywall as they grow instead of staying on your free tier indefinitely. Here's how it works (changelog [4]): > TIERED BY ORG SIZE: Set limits like: Free up to 10 members, Pro up to 50, Enterprise unlimited. > AUTO-ENFORCED: Clerk blocks new member invitations when the limit is hit and surfaces an upgrade prompt. > SELF-SERVE UPGRADES: Teams upgrade on their own — no sales call required. > AUTH + BILLING INTEGRATED: Seat limits tie directly to your existing Clerk organizations. Nothing extra to build. Ship seat-limited plans today at clerk.com/billing [5] 📱 BIG TECH & STARTUPS AN INSIDE LOOK AT OPENAI AND ANTHROPIC'S FINANCES AHEAD OF THEIR IPOS (6 MINUTE READ) [6] OpenAI and Anthropic are racing toward potentially record-breaking IPOs by the end of the year. OpenAI expects to burn $85 billion in 2028. Anthropic doesn't expect to spend nearly as much, but its forecasts tell a similar story of mounting computing costs. There are no signs that the AI arms race is slowing down, with both companies releasing new versions of their models at a faster cadence than ever before. This article contains charts drawn from confidential financial documents that both companies shared with investors, offering a window into the economics of the two largest AI labs in the world. APPLE APPROVES DRIVERS THAT LET AMD AND NVIDIA EGPUS RUN ON MAC — SOFTWARE DESIGNED FOR AI, THOUGH, AND NOT BUILT FOR GAMING (2 MINUTE READ) [7] Apple has signed drivers for Nvidia eGPUs. Users can now pair their eGPUs with Macs for AI LLM processing without having to use workarounds like disabling System Integrity Protection. High-end Apple computers have become popular for use with AI agents like OpenClaw. The demand has been so high that delivery times for Macs with massive amounts of memory have increased to up to six weeks. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY IMPULSE SPACE, ANDURIL BUILDING SPACE TECHNOLOGY FOR GOLDEN DOME (3 MINUTE READ) [8] Impulse Space and Anduril Industries have been selected to develop space-based missile interceptor technology for President Trump's planned Golden Dome missile defense shield. Space-based interceptors are a key but unproven component of the Golden Dome effort. The Golden Dome will protect the US and possibly other countries with layers of defense systems from ground to space. The project is expected to cost $185 billion and demonstrate operational capability by 2028. SCIENTISTS BUILD LIVING ROBOTS WITH NERVOUS SYSTEMS (4 MINUTE READ) [9] Neurobots are clusters of living cells that, when cultured in simple saline conditions, spontaneously self-organize in such a manner that they move and act in novel ways. They're made with natural cells, arranged manually by scientists. Neurobots can move and respond to their surroundings. Scientists are still figuring out the organizing principles that enable these movements. Once they understand how they work, the researchers can then focus on engineering them for various uses, such as monitoring ecosystem health. 💻 PROGRAMMING, DESIGN & DATA SCIENCE ALREADY RUNNING FB ADS? ADD TLDR TO YOUR MEDIA MIX. (SPONSOR) [10] TLDR reaches the technical decision makers who actually convert. MLOps Community ran both. Meta drove more registrations. TLDR drove more actual attendees. See how TLDR compares to Meta. [10] EIGHT YEARS OF WANTING, THREE MONTHS OF BUILDING WITH AI (23 MINUTE READ) [11] Despite how important SQLite is to the industry, no one seems to have invested in building a really good developer experience for it. syntaqlite is a set of high-fidelity devtools for SQLite developed over around 250 hours of effort over three months by a developer using an AI coding agent. This post systematically breaks down the developer's experience in building syntaqlite with AI, covering both where AI helped and where it was detrimental. HOW CLAUDE CODE BUILDS A SYSTEM PROMPT (3 MINUTE READ) [12] System prompts are often the best manual for how an app is intended to work. The accidental leak of Claude Code's source code reveals how Claude Code assembles a context and shows how complex context engineering can be, and the importance of harnesses. This post contains a table that shows how Claude Code assembles a system prompt. Some components are always included, while others are conditional, and components may have variations. 🎁 MISCELLANEOUS CHINA'S TECH GIANTS ARE RECRUITING HIGH SCHOOLERS (3 MINUTE READ) [13] Chinese tech companies are increasingly seeking out high schoolers to fulfill research and internship roles due to insufficient talent in universities. Creativity is increasingly valued for roles such as product managers, and it is believed that younger candidates may be more likely to imagine things that do not yet exist. Globally, some tech leaders are questioning whether universities are still the best way to train talent. Tech companies recruit many people without bachelor's degrees who just figure things out on their own. ECONOMISTS ONCE DISMISSED THE AI JOB THREAT, BUT NOT ANYMORE (12 MINUTE READ) [14] Many economists don't see much evidence that AI is disrupting the job market, but they are starting to take seriously the possibility that it could happen someday soon. AI is expected to grow the economy as the technology improves, but its effect on jobs and the economy is difficult to predict. Given the potential scale of disruption, economists say it is time to start considering policies to help workers who may be displaced or otherwise harmed by the changing economy. The conversations need to happen now, as a lot will change in the next two to five years. ⚡ QUICK LINKS YOUR JOB WON’T MAKE YOU AI-FIRST. GAUNTLET WILL (SPONSOR) [15] Gaunlet is a 10-week engineering fellowship built around sustained execution. Design and ship production-grade AI systems that advance your career. Alumni land $200k-$950k starting compensation. Apply to join Cohort 5 [15] NON-DETERMINISM ISN'T A BUG. IT'S TUESDAY: WHY PRODUCT MANAGERS WERE BUILT FOR AI (THEY JUST DON'T KNOW IT YET) (14 MINUTE READ) [16] The gap between 'using AI' and 'getting real value from AI' is fundamentally a product problem. OPENAI COO SHIFTS OUT OF ROLE, AGI CEO TAKING MEDICAL LEAVE (5 MINUTE READ) [17] Brad Lightcap, OpenAI's longtime COO, will now lead special projects and report directly to CEO Sam Altman. GITHUB ACTIVITY IS SURGING (1 MINUTE READ) [18] GitHub is on pace for 14 billion commits in a year, if growth remains linear. ELON MUSK INSISTS BANKS WORKING ON SPACEX IPO MUST BUY GROK SUBSCRIPTIONS (2 MINUTE READ) [19] Musk also asked that the banks advertise on X, but he was less adamant about that request. 1 IN 30 – ARTEMIS, GREATNESS, AND RISK. (8 MINUTE READ) [20] NASA's 'loss of crew' threshold for Artemis missions is calculated to be 1 in 30. WHY DOMAIN-SPECIFIC LLMS WON'T EXIST: AN INTUITION (3 MINUTE READ) [21] The big AI model providers would have made domain-specific models if there was any feasibility in it. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Licensing deals and ownership structures now shape which social content gets cited by AI models, a dynamic described as "platform coupling." ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Rokt] [4] TLDR MARKETING 2026-04-03 WHAT BILLIONS OF TRANSACTIONS REVEAL ABOUT THE NEW ECONOMICS OF CHECKOUT (SPONSOR) [4] THE OLD USER JOURNEY: search → category page → product page → related products → checkout THE NEW USER JOURNEY: LLM → checkout With fewer pages carrying more weight, brands must rethink the Transaction Moment to protect their revenue. Read this whitepaper by ROKT [4] for a new checkout experience framework [4], based on data from billions of transactions. Some of the key takeaways: * Selection, cart, payment, and confirmation are now your most important pages. * Relevance - including knowing when to show nothing - becomes the real differentiator. * Why AI will contine to compress the path to purchase, and how to prepare Get the whitepaper (free and ungated) [4] 📱 NEWS & TRENDS PLATFORM COUPLING: HOW SOCIAL LICENSES & PARTNERSHIPS SHAPE AI VISIBILITY (11 MINUTE READ) [5] Licensing deals and ownership structures now shape which social content gets cited by AI models, a dynamic described as "platform coupling." Data from 45.2 million citations shows tight concentration patterns, with ChatGPT citing Reddit for 59.5% of social sources, Google AI surfaces favoring YouTube at up to 74.7%, and Grok drawing almost exclusively from X. Reddit is the only platform cited at meaningful volume by all 10 AI models tracked, largely due to parallel licensing agreements with both OpenAI and Google. RETAIL MEDIA'S DURABILITY IS TESTED AS EASY GROWTH FADES (3 MINUTE READ) [6] Retail media growth is slowing as the industry transitions from easy expansion to maturity, with IAB projecting 12.1% growth in 2026 compared to previous years of rapid acceleration. Most growth has come from reallocating existing trade and shopper budgets, with industry estimates suggesting 30 to 60% of retail media investment originates from these funds, but this source is now drying up. Future growth requires attracting incremental media budgets and solving complex challenges around measurement, particularly proving incremental sales versus capturing existing demand. 🚀 STRATEGIES & TACTICS HOW DO JOURNALIST RELATIONSHIPS IMPACT EMAIL PERFORMANCE? (7 MINUTE READ) [7] Building relationships with journalists drives far better email performance. An analysis of 1.3m emails showed warm outreach achieves a 56.4% open rate and 20.1% reply rate, compared to 38.4% and 1.06% for cold outreach. Recency matters because journalists who replied within 90 days are about 30x more likely to respond again, but engagement is still higher than cold outreach after 6 months. The results were consistent across 17 agencies, with some seeing reply rates up to 40x higher when relationships were strong. Simple tactics like sending relevant pitches, reaching out without an ask, and responding quickly help build and maintain these relationships. WHY TOO MANY MICRO-CONVERSIONS HURT PPC PERFORMANCE (8 MINUTE READ) [8] Tracking too many micro-conversions as primary signals in PPC campaigns can degrade performance by shifting algorithmic bidding toward high-frequency, low-value actions. In some accounts, micro-conversions outnumber real conversions by a ratio of 500 to 1, causing the system to chase cheap signals while actual revenue stagnates. Value-based bidding helps, but cannot fully override signal imbalance when low-intent actions dominate the optimization math. The recommended approach is to limit primary conversions to one or two high-intent actions, use a 25% safety discount when assigning micro-conversion values, and transition to revenue-based optimization once campaigns reach 30 to 60 real conversions per month. DESIGNING A LIFECYCLE ABM STRATEGY (2 MINUTE READ) [9] Lifecycle ABM drives upsell and cross sell by focusing on a small set of existing accounts most likely to expand. It starts by working with Sales and using product data to pick the right users, not just senior leaders. Then it improves the customer experience with simple, targeted actions like in app guidance, nurture flows, and use case specific sessions. The focus stays on helping customers get value and stick around. Revenue follows. Start small, test a few ideas, and build over time through consistent iteration. 🧑‍💻 RESOURCES & TOOLS YOUDISTRO (TOOL) [10] YouDistro is a content platform that acts like a built-in creative and distribution partner. It learns your brand and past content, then helps you create, repurpose, and publish across channels while tracking performance. It plugs into your workflow, monitors your content and competitors, and suggests what to produce next, covering everything from ideation to distribution and optimization. GLOSSARY OF AEO AND AI SEARCH TERMS (10 MINUTE READ) [11] A dictionary for terms like atomic answer, BLUF (bottom line up front), and query fan-out. 🎁 MISCELLANEOUS YOUR WEBSITE STILL MATTERS. HERE'S WHAT TO PRIORITIZE NOW. (11 MINUTE READ) [12] Websites still matter, but their role has shifted to shaping LLM outputs and converting fewer but higher intent visitors. LLMs now influence research, so site content must be structured for both humans and machines. Conversion is more critical as traffic drops, yet only 12% of teams run A/B tests despite 71% saying they prioritize conversion. Vague social proof performs poorly, so brands should use verifiable and detailed proof. High-performing sites lower friction by using AI style inputs, templates, and clear migration paths to turn visits into action. HOW TRACKSMITH BUILT A CULT BRAND FOR THE AMATEUR RUNNER (3 MINUTE READ) [13] Tracksmith built a loyal following by positioning itself for serious but non-professional runners, a segment overlooked by mass-market brands and athleisure labels. Its growth relies on content and community rather than paid ads, including a biannual print magazine, flagship "Trackhouse" locations in Boston, London, and New York, and a PR Bonus program that gives $100 store credit for verified personal records in Tracksmith gear. The brand also launched a docuseries following a group of elite amateur women balancing high-mileage training with careers and motherhood. ⚡ QUICK LINKS SEO TIP: YOU NEED TO ACTUALLY LOOK AT THE SEARCH RESULTS (1 MINUTE READ) [14] Crawl and analytics tools don't always catch issues that your users experience in search results. CRO TIP: DON'T FORGET ABOUT INTERACTION EFFECTS (1 MINUTE READ) [15] A/B test results are often analyzed in isolation, but users may encounter multiple test scenarios throughout their checkout journey. B2C APRIL FOOL'S CAMPAIGNS (1 MINUTE READ) [16] 9 creative April Fool's campaigns from UGG, Ticketmaster, and Pop-Tarts. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=33772800-2f1f-11f1-ada8-0b322fe22b99&pt=campaign&t=1775215101&s=ae0794e09685832286cec22b47c703ae08d10613d97827e573276f4f950da89f [4] http://go.rokt.com/the-new-economics-of-checkout?utm_medium=sponsoredcontent&utm_source=tldrmarketing&utm_campaign=2026_brand&utm_content=whitepaper [5] https://nogood.io/blog/platform-coupling/?utm_source=tldrmarketing [6] https://martech.org/retail-medias-durability-is-tested-as-easy-growth-fades/?utm_source=tldrmarketing [7] https://www.buzzstream.com/blog/journalist-relationship-study/?utm_source=tldrmarketing [8] https://searchengineland.com/micro-conversions-hurt-ppc-performance-473139?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/jacalynbeales_lifecyclemarketing-lifecyclemarketingtips-share-7445460850976444416-hGbN?utm_source=tldrmarketing [10] https://www.youdistro.com/?utm_source=tldrmarketing [11] https://www.animalz.co/blog/aeo-glossary?utm_source=tldrmarketing [12] https://newsletter.mkt1.co/p/website-examples-2026?utm_source=tldrmarketing [13] https://www.marketergems.com/p/tracksmith-marketing-strategy-amateur-runner-brand?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/carlhendy_i-spotted-something-unusual-on-a-new-client-share-7445362190380953600-aqbe?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/sapnakashyapx_something-i-personally-struggled-to-understand-share-7445494759454003200--Qfd?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/michele-nieberding_april-fools-ugcPost-7445461088952881153-0vXS?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=33772800-2f1f-11f1-ada8-0b322fe22b99&pt=campaign&pv=4&spa=1775214020&t=1775215101&s=169b5e74b5e8cdcad7212837f0c0203c3f4a0e2150a189776ac64fb3e0d44b88

OpenAI has acquired TBPN, an online talk show with by-the-minute analysis of technology news and executive interviews, averaging around 70K viewers ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-04-03 YOU TALK 4X FASTER THAN YOU TYPE. WHY ARE YOU STILL TYPING EVERYTHING? (SPONSOR) [4] Wispr Flow [4] turns your voice into polished, formatted text you can send immediately. Not clunky transcription. Clean output, zero cleanup. * WORKS EVERYWHERE. Slack, Gmail, Notion, ChatGPT, your IDE, your browser. No plugins, no setup. * 89% SENT WITH ZERO EDITS. Flow removes filler words, fixes grammar, and formats automatically. * EVERY PLATFORM. Mac, Windows, iPhone, and Android. Millions of users worldwide. Free to start. Try Wispr Flow Free [4] | Download Flow [4] 📱 BIG TECH & STARTUPS OPENAI BUYS TECH-INDUSTRY TALK SHOW TBPN (3 MINUTE READ) [5] OpenAI has acquired TBPN, an online talk show with by-the-minute analysis of technology news and executive interviews. The show averages around 70,000 viewers per episode across various platforms. It has become popular among Silicon Valley power players, who view it as more supportive of the tech industry than traditional news outlets. The show generated around $5 million in revenue from advertising last year and was on track to make more than $30 million in revenue in 2026. GEMMA 4: BYTE FOR BYTE, THE MOST CAPABLE OPEN MODELS (3 MINUTE READ) [6] Google DeepMind has released four new vision-capable Apache 2.0-licensed reasoning models sized at 2B, 4B, and 31B, plus a 26B-A4B Mixture-of-Experts. The models are multi-modal beyond just images and can process video at variable resolutions. The two smaller models feature native audio input for speech recognition and understanding. API access to the two larger models is available through Google's AI Studio. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ARTEMIS II, NASA'S BOLDEST MISSION IN GENERATIONS, LAUNCHES CREW TO THE MOON (5 MINUTE READ) [7] Three Americans and one Canadian launched into orbit on the Space Launch System rocket from NASA's Kennedy Space Center on Wednesday. The Artemis II mission is testing the transportation system NASA plans to use to get astronauts to the Moon and then return crews home at the end of their mission. If the mission is successful, the astronauts will go further than anyone has ever traveled in space. They will see parts of the far side of the Moon never before seen with human eyes. The crew is scheduled to return on April 10. SANCTUARY AI'S ROBOTIC HAND DEMONSTRATES ZERO-SHOT IN-HAND MANIPULATION (3 MINUTE READ) [8] Sanctuary AI recently released a video showing the company's hydraulic hand autonomously manipulating a lettered cube, achieving target orientation 10 consecutive times without dropping the cube. The manipulation took place entirely at the fingertips without the support of the palm. The demonstration showcases a successful instance of zero-shot transfer. The video is available in the article. 💻 PROGRAMMING, DESIGN & DATA SCIENCE YOU TALK 4X FASTER THAN YOU TYPE. (SPONSOR) [9] Wispr Flow [4] turns your voice into clean, sendable text in any app. 89% sent with zero edits. Works on Mac, Windows, iPhone, and Android. Free to start. Try Flow Free [4] | Download Flow [4] HIGHLIGHTS FROM MY CONVERSATION ABOUT AGENTIC ENGINEERING ON LENNY'S PODCAST (18 MINUTE READ) [10] Simon Willison is an independent software developer, blogger, and one of the most visible and trusted voices on the impact AI is having on builders. Willison made the leap from traditional software engineering to AI-native development more fully and visibly than almost anyone, documenting everything he learned in real time on his blog. This article features highlights from a recent interview with Willison, where he shares why November 2025 was an inflection point for AI coding agents, how he writes 95% of his code from his phone now, why mid-career engineers (not juniors) are most at risk right now, and more. A video of the full 1 hour and 40 minute-long interview is available. MEET THE NEW CURSOR (10 MINUTE READ) [11] Cursor 3 brings clarity to the work that agents produce, pulling users up to a higher level of abstraction. It is faster, cleaner, and more powerful. The new interface is inherently multi-workspace, so users can work with agents across different repositories. The company plans to continue making interface changes as more powerful coding models unlock new interaction patterns. 🎁 MISCELLANEOUS HOW AI HELPED ONE MAN (AND HIS BROTHER) BUILD A $1.8 BILLION COMPANY (14 MINUTE READ) [12] Medvi, a telehealth provider of GLP-1 weight-loss drugs, took two months and around $20,000 to build. Its founder, Matthew Gallagher, used AI tools to write the code that powers the company, produce website copy, generate media for ads, handle customer service, and analyze business performance. He outsourced the other stuff he couldn't do himself and hired one employee, his younger brother. The startup is on track to do $1.8 billion in sales this year. BAD ANALOGIES (18 MINUTE READ) [13] Amazon's success has done a great deal of harm to a lot of companies. Jeff Bezos is a generational entrepreneur who came from a hedge fund. He made a very calculated decision to lose money in the short term to make more in the long term. He took every detail into consideration to make his plan work. Amazon is a bad example of why it is okay to burn loads of cash during growth. The strategy doesn't always work out, especially if it is not executed correctly. ⚡ QUICK LINKS WISPR FLOW: AI THAT TURNS SPEECH INTO FLAWLESS TEXT AND WORKS IN ANY APP (SPONSOR) [9] Wispr Flow turns your voice into clean, sendable text in any app. 89% sent with zero edits. 4x faster than typing. Try free. [4] DEVELOPER RELATIONS AFTER THE CHEAT CODE MACHINE (11 MINUTE READ) [14] Devrel has to be legible, not just to humans, but to the machines working alongside them. THE 2ND PHASE OF AGENTIC DEVELOPMENT (3 MINUTE READ) [15] People will start using agents to attack old problems with modern tooling, resulting in new versions of software tools that people rely on but don't like. AI CODING AGENTS, DECONSTRUCTED (32 MINUTE READ) [16] This post details how to create a coding agent that adapts perfectly to custom workflows by clearly separating concerns. HOW MICROSOFT VAPORIZED A TRILLION DOLLARS (9 MINUTE READ) [17] Microsoft lost its largest customer, OpenAI, and the trust of the US government, in one of the silliest, most preventable, and most costly mishaps of the 21st century. WHY WE'RE RETHINKING CACHE FOR THE AI ERA (8 MINUTE READ) [18] We need better cache policies and architectures to address the impact of AI bot traffic on cloud infrastructure, which is only going to continue to grow. WEB NEURAL NETWORK API (WEBSITE) [19] The Web Neural Network API is a dedicated low-level API for neural network inference hardware acceleration. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [26] & Stephen Flanders [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=8c533146-2f3b-11f1-94c8-15841d6cb4c6&pt=campaign&t=1775211464&s=274dab7f3e8b7d2c7a9f54822bd87df2ee8851438f3195b015ec8cc94649dc19 [4] https://ref.wisprflow.ai/tldr [5] https://links.tldrnewsletter.com/H4F65k [6] https://simonwillison.net/2026/Apr/2/gemma-4/#atom-everything?utm_source=tldrnewsletter [7] https://arstechnica.com/space/2026/04/four-astronauts-depart-for-the-moon-with-a-fiery-send-off-from-cape-canaveral/?utm_source=tldrnewsletter [8] https://links.tldrnewsletter.com/p17x7W [9] https://ref.wisprflow.ai/tldr?utm_source=tldrnewsletter [10] https://simonwillison.net/2026/Apr/2/lennys-podcast/#atom-everything?utm_source=tldrnewsletter [11] https://cursor.com/blog/cursor-3?utm_source=tldrnewsletter [12] https://links.tldrnewsletter.com/1Iprz4 [13] https://www.notboring.co/p/bad-analogies?utm_source=tldrnewsletter [14] https://sunilpai.dev/posts/developer-relations/?utm_source=tldrnewsletter [15] https://www.dbreunig.com/2026/04/01/the-2nd-phase-of-agentic-development.html?utm_source=tldrnewsletter [16] https://blog.apiad.net/p/the-anatomy-of-ai-coding-agents?utm_source=tldrnewsletter [17] https://isolveproblems.substack.com/p/how-microsoft-vaporized-a-trillion?utm_source=tldrnewsletter [18] https://blog.cloudflare.com/rethinking-cache-ai-humans/?utm_source=tldrnewsletter [19] https://www.w3.org/TR/webnn/?utm_source=tldrnewsletter [20] https://refer.tldr.tech/420aa5da/ [21] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [22] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://twitter.com/tldrdan [27] https://twitter.com/SteveFlanders22 [28] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=8c533146-2f3b-11f1-94c8-15841d6cb4c6&pt=campaign&pv=4&spa=1775210441&t=1775211464&s=d7adf746c7ccb0385cf7ebe241d4fcedd35082c2171e7d4bfbede81a48771a34

Internal directives show that Google programs its Gemini model to mirror user tone and validate emotions, which often leads it to reinforce user bias ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Rokt] [4] TLDR MARKETING 2026-04-02 THE USER JOURNEY IS DEAD - BUT YOU STILL CONTROL THE TRANSACTION MOMENT (SPONSOR) [4] LLMs are eating your traffic, but you still control the moment that matters. The Transaction Moment [4] is when customers are most engaged and receptive: * 73% of consumers find joy in checking out online. * 52% say seeing their purchase confirmed is the happiest stage of the transaction process. * 89% find delight in completing long-desired purchases. And unlike discovery, checkout is still happening on surfaces you control. Are you using this to your advantage? ROKT processes billions of transactions across the checkout experience. Their latest whitepaper [4] draws on that data to build a framework for designing, governing, and monetizing the Transaction Moment. Get the whitepaper here (free and ungated) [4] 📱 NEWS & TRENDS THIS GEMINI LEAK MEANS YOU CAN'T OUTRANK A FEELING (7 MINUTE READ) [5] Leaked internal directives show that Google programs its Gemini model to mirror user tone and validate emotions, which often leads it to reinforce user bias over strict factual balance. The system uses orchestration layers and intent tagging to shape responses before the model answers, and even includes hidden rules that forbid revealing these instructions. About 90% of issues reported through its vulnerability program are considered low impact, yet this leak reveals how design choices affect behavior at scale. The combination of reinforcement learning and explicit instructions creates a tendency toward agreement, which can amplify both positive and negative sentiment in responses. This shift means AI-driven search results are shaped by user feelings, so brands cannot rely on ranking tactics alone and must improve real customer perception to influence outcomes. WHAT 3,900 SEO JOB LISTINGS REVEAL FOR 2026: EXPERIMENTS, AI, AND SIX-FIGURE SALARIES (5 MINUTE READ) [6] Data shows the role polarizing between senior leadership and execution, with mid-level positions like SEO Specialist and SEO Manager making up just 25% of the market. Digital PR appears in about 13.5% of listings at both levels, reflecting the growing importance of earning citations as AI search engines pull from authoritative external sources. Listings mentioning SGE, AEO, or AI Search account for 6.3% of senior roles, a hiring category that barely existed recently. The salary ceiling reached $840,000 at the enterprise level, though the median for senior roles sits at $130,000 with a marketing or business degree as the most common credential. LANDMARK LOSSES FOR META AND YOUTUBE AS BIG TECH MISSES THE POINT (6 MINUTE READ) [7] Juries in California and New Mexico delivered the first verdicts holding Meta liable for harm caused by its products' design, awarding a combined $381 million in damages. Meta's legal strategy focused on the absence of social media addiction as a clinical diagnosis, but its own internal research undermined that position. One employee email compared the company to tobacco firms targeting minors, and another described users developing reward tolerance similar to gambling. YouTube was also found liable in the California case despite arguing it is a video streaming platform and not a social media site. 🚀 STRATEGIES & TACTICS REACHDESK DRIVES 1,400% JUMP IN G2 REVIEWS (1 MINUTE READ) [8] Reachdesk switched from $20 gift cards to physical gifts to make G2 review requests feel personal and engaging. G2 is a platform where users rate and review software, and AI tools increasingly cite its content. The change broke user patterns, sending reviews from 7 to 107 in one quarter, a more than 1,400% increase. The surge created a feedback loop, boosting visibility and citations by LLMs. HOW SCOTTS MIRACLE-GRO EVOLVES MARKETING AS GARDENING GOES YEAR-ROUND (5 MINUTE READ) [9] The brand is adapting its marketing to a consumer base reshaped by Gen Z, millennials, and post-pandemic behavior shifts. The company has moved from weekend-warrior messaging and large-format packaging to always-on digital engagement and e-commerce-friendly products. Sports marketing plays a growing role, with the brand tying into ESPN Opening Day, March Madness, and a new stadium naming rights deal for the Columbus Crew. 🧑‍💻 RESOURCES & TOOLS THE TOP 25% OF NEWSLETTER ADS GET 4X HIGHER CLICK THROUGH RATES. (SPONSOR) [10] We analyzed 400+ TLDR campaigns to find out why. Ads that lead with the payoff actually underperform. See what the top performers do instead. [10] LINKEDIN'S ALGORITHM JUST CHANGED - HERE'S HOW IT WORKS (2 MINUTE VIDEO) [11] LinkedIn's latest algorithm shift brings LLMs into the ranking system. It now evaluates the actual meaning and quality of content rather than relying mainly on past performance or follower size. This levels the playing field, giving smaller accounts a real chance to reach wide audiences if their posts are relevant and insightful, while reducing the advantage of large followings and viral history. This signals a move toward rewarding substance over popularity, though short term performance may feel less predictable as the system evolves. META HIGHLIGHTS IMPROVEMENTS TO ITS AD SERVING PROGRAM (1 MINUTE READ) [12] Meta has improved Instagram ad performance by updating its ad system to deliver more relevant ads using less computing power. Its new Adaptive Ranking Model processes more user engagement signals in real time and better matches ads to user intent. The system uses LLM scale intelligence to refine targeting and improve efficiency. Since launching in Q4 2025, it has driven a 3% increase in conversions and a 5% increase in clickthrough rates for targeted users. The update should lead to better ROAS and more effective campaigns. 🎁 MISCELLANEOUS THE CASE FOR BEING UNPROMPTABLE (3 MINUTE READ) [13] Original and hard-to-replicate work is more valuable as AI is flooding markets with average content. Angine de Poitrine built a strong following through highly specific and unusual music, which led to 5 million video views, sold out tours, and vinyl resale prices of $300 to $600. At the same time, platforms like Deezer receive 60,000 AI-generated tracks per day, which is 39% of uploads, yet these tracks account for only 0.5% of streams and 85% of those streams are fraudulent. Scarcity now comes from originality, not production, so work that feels illegible or hard to categorize attracts attention and builds loyal audiences. Skill that creates something genuinely new is more valuable than ever because it cannot be replicated by models trained on existing data. CHATBOTS: UNSAFE AT ANY SPEED (5 MINUTE READ) [14] AI safety is failing because the industry focuses on making models safe instead of fixing the system design, with chatbots being the core problem. General purpose chatbots are inherently unsafe since their goal is to answer anything, creating an infinite risk surface that cannot be fully controlled. This leads to endless patchwork fixes like moderation and filters. These failures are not bugs, but design flaws. The solution is not abandoning chatbots entirely, but narrowing them into purpose-built systems with clearly defined boundaries, where safety becomes a solvable engineering problem rather than an impossible one. ⚡ QUICK LINKS SEO TIP: UPDATE YOUR BRAND PAGES (PRICING, HOW IT WORKS, HOMEPAGE, COMPETITOR COMPARISONS) (1 MINUTE READ) [15] Updating a pricing page with clearer messaging, design, and keyword-rich title and headings resulted in a 46% increase in organic traffic. YOUTUBE CREATORS CAN NOW LIKE VIDEO COMMENTS IN BULK (2 MINUTE READ) [16] YouTube now auto-detects positive comments and lets creators quickly like them with a single option. STOLEN KITKAT TRACKER (WEBSITE) [17] After 12 tons of KitKat candy bars were stolen, Nestlé launched a website to track the missing bars. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=330ee8ce-2e54-11f1-9e9a-7f32932b10ae&pt=campaign&t=1775128851&s=860248d8d23b93dde267e3a2574f7e13f5ef2b5f619d7acab04472d4e5e58359 [4] http://go.rokt.com/the-new-economics-of-checkout?utm_medium=sponsoredcontent&utm_source=tldrmarketing&utm_campaign=2026_brand&utm_content=whitepaper [5] https://berreby.ai/gemini-leak-prompt-injection-internal-system-information/?utm_source=tldrmarketing [6] https://www.semrush.com/blog/seo-job-market-study/?utm_source=tldrmarketing [7] https://www.theguardian.com/technology/2026/mar/31/meta-youtube-social-media-court-cases?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/bensmith-reachdesk_we-went-from-7-g2-reviews-in-a-quarter-to-share-7445055773446963200-fpLw?utm_source=tldrmarketing [9] https://www.marketingdive.com/news/how-scotts-miracle-gro-evolves-marketing-as-gardening-goes-year-round/815488/?utm_source=tldrmarketing [10] https://advertise.tldr.tech/campaign-playbooks/pipeline-and-revenue/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary04022026 [11] https://www.linkedin.com/posts/carmen-vicente_linkedins-algorithm-just-changed-but-instead-ugcPost-7445105171178688512-iq91?utm_source=tldrmarketing [12] https://www.socialmediatoday.com/news/meta-highlights-improvements-to-its-ad-serving-program/816289/?utm_source=tldrmarketing [13] https://blog.davidkaye.co/p/the-case-for-being-unpromptable?utm_source=tldrmarketing [14] https://www.jsnover.com/blog/2026/03/30/chatbots-unsafe-at-any-speed/?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/abby-gleason_seo-share-7445138762596007936-fJK_?utm_source=tldrmarketing [16] https://www.socialmediatoday.com/news/youtube-creators-can-now-like-video-comments-in-bulk/816292/?utm_source=tldrmarketing [17] https://nestletest.qualifioapp.com/quiz/1776232_2455/CDCG-KITKAT-STOLEN-FORM.html?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=330ee8ce-2e54-11f1-9e9a-7f32932b10ae&pt=campaign&pv=4&spa=1775127619&t=1775128851&s=5f6770dd9c7ee5e6e3c0eb728071cd60d78a60acd2f0b000cb23224f409ab675

SpaceX has confidentially filed IPO paperwork with the Securities and Exchange Commission. The company is aiming to raise between $40-$80 billion ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Littlebird] [4] TLDR 2026-04-02 YOU WERE PROMISED AI THAT UNDERSTANDS YOUR WORK. YOU GOT A CHATBOT WITH AMNESIA. (SPONSOR) [4] Every AI tool today is powerful, but useless without context. It doesn't know your projects, your priorities, or the conversation you had an hour ago. So you copy, paste, re-explain, and start over. Every time. Littlebird [4] is what AI should have been from the start. It observes your screen and meetings, building a private memory [4] that grows with you. No setup. No catching it up. Just an AI that finally knows what you're working on. This is what AI was supposed to feel like. [4] 📱 BIG TECH & STARTUPS MUSK'S SPACEX FILES TO GO PUBLIC IN ONE OF THE BIGGEST IPOS EVER (3 MINUTE READ) [5] SpaceX has confidentially filed IPO paperwork with the Securities and Exchange Commission. The company is aiming to raise between $40 billion and $80 billion. The filing puts it on track to potentially list shares by July. The confidential filing means most investors will have to wait until closer to the IPO to see the company's financial performance. OPENAI IS FALLING OUT OF FAVOR WITH SECONDARY BUYERS (5 MINUTE READ) [6] OpenAI shares have dropped in value on the secondary market as investors pivot to Anthropic. Investors are, in some cases, unable to sell their shares. Meanwhile, buyers have indicated that they have $2 billion in cash ready to deploy to Anthropic. Anthropic and OpenAI don't allow investors to trade shares on secondary markets without permission, but access is still available on many platforms through mechanisms such as special-purpose vehicles. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY GOOGLE'S QUANTUM CRYPTO PAPER TELLS YOU QUITE A LOT (22 MINUTE READ) [7] Google Quantum AI recently dropped a whitepaper with a headline finding that the cryptography that secures Bitcoin and most of the crypto ecosystem can be broken using fewer than half a million physical qubits on a superconducting architecture in about nine minutes. The company withheld the specific quantum circuit used in the name of responsible disclosure, but the paper constrains the search space so tightly that reproducing comparable circuits is well within reach for any serious quantum algorithms group. The qubit counts that make these cryptographic attacks feasible are roughly the same number of qubits required to make quantum-enhanced AI feasible. This suggests that the threat and capability of quantum computing will arrive roughly on the same timescale. ECONOMISTS ON AI AND ECONOMIC GROWTH AND EMPLOYMENT (1 MINUTE READ) [8] Economists and AI experts predict major AI progress, but there will be no dramatic break from economic trends. GDP growth rates will remain similar to today's despite a moderate decline in labor force participation. There will be significant economic impacts by 2050. It is predicted that by 2050, the labor force participation rate will be 55%, and 80% of wealth will be held by the top 10%, the highest disparity since 1939. 💻 PROGRAMMING, DESIGN & DATA SCIENCE NOBODY UPDATES THEIR CRM. WE MADE THAT IRRELEVANT. (SPONSOR) [9] Lightfield captures every call, email, and meeting automatically — no rep input required. Ask it anything: why you're losing deals, which accounts need attention, what your board deck should say. It answers with citations from real conversations. Already on HubSpot? We'll migrate everything in under an hour. See how teams are switching → [9] THE SPEC LAYER (4 MINUTE READ) [10] Spec-driven development means writing durable intent down before implementation, using it to plan, build, check, and revise the work. The goal is to reduce execution freedom. Specs should be declarative, layered, and cheap to revise. When a rule can be enforced mechanically, move it out of the spec and into lint, schemas, tests, or the harness. Specs matter, but they're just one layer. The winning model puts a narrow interface between human intent and machine execution. THE FEEDBACK LOOP IS ALL YOU NEED (17 MINUTE READ) [11] The most dangerous failure mode in agent-driven systems is silent drift - code that compiles and passes every test, but quietly violates the architectural assumptions that were thought safe. While humans can catch these mistakes through intuition, agents can't, so they need deterministic, immediate signals. This means tightening the feedback loop by shrinking the gap between a wrong change and a clear failure signal. Focus on feedback rather than chasing clever prompts. 🎁 MISCELLANEOUS WHAT I LEARNED FROM NEARLY 1,000 INTERVIEWS AT AMAZON (13 MINUTE READ) [12] The people who get hired are the ones who can tell a clear story about their work and capabilities and make the interviewer think, 'I want to work with that person'. This is a skill, and like any skill, it can get better with practice. Most people never practice because they don't think it is something they can prepare for. A little preparation here goes further than almost anything else you can do for your career. MICROSOFT CFO'S AI SPENDING RUNS UP AGAINST TECH BUBBLE FEARS (13 MINUTE READ) [13] Amy Hood, Microsoft's longtime chief financial officer, has one of the hardest jobs in tech. The decision of how much to invest in AI without starving out other parts of the company or spooking investors with bottomless spending is a tough call, especially as projects about AI are educated guesses at best. While the industry consensus is to open the spigot for fear of missing out, Hood has kept a lid on costs, and Wall Street loves her for it. Huge AI investments have forced other companies to start burning cash, but Microsoft's margins have been largely stable. ⚡ QUICK LINKS THE REAL AI MULTIPLIER: WHAT 211M LINES OF CODE REVEAL (SPONSOR) [14] AI is accelerating development, but it's not creating 10x engineers out of thin air. New data by Gitkraken shows rising duplication, shifting quality, and widening gaps between teams. Read the research [14] THE GREAT CONVERGENCE (11 MINUTE READ) [15] The AI industry is converging on the same idea of software that can take a goal, use tools, and do work on users' behalf. ANTHROPIC PREDICTS DEMAND FOR COWORK AGENT TO DWARF CLAUDE CODE (3 MINUTE READ) [16] Cowork is designed to tackle a broader range of tasks, so it potentially appeals to a bigger audience. AMAZON LOOKING TO BUY GLOBALSTAR, THE COMPANY BEHIND APPLE'S SOS VIA SATELLITE (1 MINUTE READ) [17] The deal is likely beneficial to Apple users, as long as Apple retains access to the Globalstar network. EMDASH (GITHUB REPO) [18] EmDash is a full-stack TypeScript CMS that takes the ideas that made WordPress dominant and rebuilds them on serverless, type-safe foundations. KREMLIN ENTERS THE CHAT WITH RUSSIA'S NEW SUPER-APP (9 MINUTE READ) [19] Russia's new superapp makes it easier for the Kremlin to curb internet freedoms and curtail the reach of Western tech platforms. THE TRILLION DOLLAR LOOP B2B NEVER HAD (7 MINUTE READ) [20] Every enterprise vertical has decades of accumulated institutional judgment that can now be structured, compounded, and made operational. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [27] & Stephen Flanders [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [30]. 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New research analyzing ChatGPT's web search behavior revealed that the platform breaks prompts into 2 to 4 smaller fan-out queries ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Rokt] [4] TLDR MARKETING 2026-04-01 AI SHORTENS THE USER JOURNEY. OVERLOADING YOUR CHECKOUT PAGES IS NOT THE SOLUTION (SPONSOR) [4] When buyers do most of their research with chatbots and AI agents, you're left with only a handful of touch points you still control - typically much closer to the end of the journey. Checkout is absorbing the brand, relationship, and basket-building work that used to happen upstream. But trying to compensate by overloading these pages often backfires and destroys value [4]. ROKT processes billions of transactions across the checkout experience. Their latest whitepaper [5] draws on that data to build a per-step framework for how to design, govern, and monetize the Transaction Moment. Get the whitepaper here (free and ungated) [4] 📱 NEWS & TRENDS ANTHROPIC ACCIDENTALLY LEAKED CLAUDE CODE'S SOURCE (3 MINUTE READ) [6] Anthropic accidentally exposed around 512K lines of Claude Code's source code through a misconfigured source map in an npm release, revealing core systems, internal tools, and unreleased features. The code spread immediately across mirrors and decentralized platforms, making containment impossible despite takedown efforts. Developers created clean-room rewrites in other languages to avoid copyright claims, raising legal questions, especially if parts were AI-generated. META WAS FINALLY HELD ACCOUNTABLE FOR HARMING TEENS. NOW WHAT? (5 MINUTE READ) [7] Meta lost two pivotal cases that found its app design features, such as addictive engagement mechanics, contributed to harm among teens. The rulings in New Mexico and Los Angeles could trigger thousands of similar lawsuits and actions from state attorneys general. Internal documents showed the company was aware of these risks while continuing to prioritize teen engagement, increasing its legal exposure. 🚀 STRATEGIES & TACTICS ONLY 40% OF CHATGPT SOURCES COME FROM GOOGLE & BING FOR KNOWN FAN-OUT QUERIES (10 MINUTE READ) [8] New research analyzing ChatGPT's web search behavior revealed that the platform breaks prompts into 2 to 4 smaller fan-out queries, but the sources it ultimately cites have limited overlap with traditional search rankings. Only 27% of cited sources ranked on Google for those queries, and 23% on Bing. When a cited domain did appear in search results, page one accounted for a third of all matches, with a steep drop-off after page three. Roughly 10% of citations pointed to error pages, and some included outdated page titles, suggesting ChatGPT sometimes pulls URLs from training data rather than live search. WHERE PAID MEDIA OPTIMIZATION SHOULD STOP IN LONG SALES CYCLES (6 MINUTE READ) [9] Optimizing paid media campaigns to final sales in long sales cycles teaches the algorithm to respond to staffing changes and operational fluctuations rather than lead quality. When a top closer goes on vacation or response times stretch during a busy quarter, conversion rates shift for reasons that have nothing to do with targeting or creative. The recommended fix is to optimize lead submission using lead valuation, where each lead is assigned an expected revenue value based on historical close rates and deal sizes. This gives automated bidding hundreds of reliable conversion signals instead of a handful of sales distorted by factors outside the marketer's control. 🧑‍💻 RESOURCES & TOOLS DATA EVERYWHERE, BUT STILL NO CLEAR ANSWERS (SPONSOR) [10] Databox brings your data from GA4, Hubspot, ads, and 130+ more into one place. Genie, their AI Analyst, lets you ask: * “Why did conversions drop?” * “Which campaigns drive pipeline?” Get clear insights grounded in real data in seconds. Try AI Analyst for Free [11] SHOW ME YOUR ADS! (WEBINAR) [12] This webinar on April 10 is a hands-on workshop for B2B marketers and creatives looking to improve their paid ad performance. Jess Cook, VP of Marketing at Vector, will break down what makes effective ad creative, common mistakes teams make, and small adjustments that can drive big results. Participants can bring their own ads for live feedback and will learn how viewers engage with ads and how a single tweak can double the chances of a winning creative. ALL GOOGLE USERS IN THE US CAN NOW CHANGE THEIR GMAIL ADDRESS (1 MINUTE READ) [13] Google is now allowing all US users to change their Gmail username, giving them a chance to update the part before the @ in their address. Users can access this option through their account settings under Personal info > Email. The change can be made once every 12 months, and all existing emails will be retained. Google will keep the old address as an alternate, so people can reach you at either email, and both addresses can be used to sign into Google services. 🎁 MISCELLANEOUS DO EXPLAINERS STILL WORK? (10 MINUTE READ) [14] Explainer content remains essential even as AI summaries absorb more top-of-funnel search traffic. The value has shifted from raw volume toward topical authority and Google Discover visibility. Long-tail keywords matter more now because they target specific queries that large language models have not yet fully absorbed. Experts recommend treating explainers as part of a broader content ecosystem rather than standalone traffic drivers, and refreshing them in sync with the news cycle to maintain freshness signals. GOOFY, PLAYFUL, AND KNOWINGLY A BIT SILLY (3 MINUTE READ) [15] A new brand identity for “Yes! Apples” turned a commodity product into a distinctive consumer brand by layering New York cultural references with product-level messaging. The graphic system is built around PLU sticker motifs that carry short copylines about fiber content, hydration, and convenience, transforming functional product claims into visual design elements. The wordmark uses Fraunces, an homage to the iconic "Thank You For Shopping With Us" grocery typeface, and works equally well as a full lockup or truncated to "Yes!" inside an apple-shaped frame. ⚡ QUICK LINKS SEO TOOL: THE "REVERSE PROMPTER" SHOWS POTENTIAL PROMPTS FOR A GIVEN PAGE (1 MINUTE READ) [16] Instead of trying to find cited pages for a prompt, the tool looks at a submitted URL and tries to find the questions most likely to surface that page. META STARTS TESTING INSTAGRAM PLUS SUBSCRIPTION WITH EXCLUSIVE PERKS (2 MINUTE READ) [17] Instagram Plus is a new subscription tier Meta is testing in select markets, offering perks like story viewer search, rewatch analytics, extended story duration, and the ability to spotlight stories. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ce936318-2d89-11f1-876e-35e7cbf70137&pt=campaign&t=1775042535&s=37ad94a440958a38a9e0656a36e48547a62bf9c7df121b3cc4532cac6259e6ee [4] http://go.rokt.com/the-new-economics-of-checkout?utm_medium=sponsoredcontent&utm_source=tldrmarketing&utm_campaign=2026_brand&utm_content=whitepaper [5] https://www.go.rokt.com/the-new-economics-of-checkout?utm_medium=sponsoredcontent&utm_source=tldrmarketing&utm_campaign=2026_brand&utm_content=whitepaper [6] https://decrypt.co/362917/anthropic-accidentally-leaked-claude-code-source-internet-keeping-forever?utm_source=tldrmarketing [7] https://techcrunch.com/2026/03/31/meta-was-finally-held-accountable-for-harming-teens-now-what/?utm_source=tldrmarketing [8] https://www.growandconvert.com/ai/fan-out-query-serp-study/?utm_source=tldrmarketing [9] https://searchengineland.com/paid-media-optimization-long-sales-cycles-472893?utm_source=tldrmarketing [10] https://databox.com/ai-analyst?fp_ref=tldr&utm_source=tldrmarketing [11] https://databox.com/ai-analyst?fp_ref=tldr [12] https://vector.registration.goldcast.io/webinar/f51169cd-447b-4242-88aa-631c0da51afa?utm_source=tldrmarketing [13] https://www.engadget.com/computing/all-google-users-in-the-us-can-now-change-their-gmail-address-141818676.html?utm_source=tldrmarketing [14] https://www.seoforjournalism.com/p/explainers-seo-news?utm_source=tldrmarketing [15] https://bpando.org/2026/03/31/yes-apples-new-york-orchards-branding-by-blurr-bureau/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/chris-long-marketing_very-cool-the-reverse-prompter-shows-seos-share-7444233377873842176-WTqp?utm_source=tldrmarketing [17] https://www.digitaltrends.com/social-media/meta-starts-testing-instagram-plus-subscription-with-exclusive-perks/?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ce936318-2d89-11f1-876e-35e7cbf70137&pt=campaign&pv=4&spa=1775041299&t=1775042535&s=fff025fc03547d9847ea7ddc52d0af2eb0dccc4e2db2bd4166beb4a60f3b408f

Anthropic recently published a version of the Claude Code npm package that included a source map file with entirety of Claude Code's source code ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [MiniMax] [4] TLDR 2026-04-01 ☄️ MINIMAX RELEASES M2.7: A NEW AGENTIC MODEL BUILT ON SELF-EVOLUTION (SPONSOR) [4] M2.7 is MiniMax's latest model, the first to deeply participate in its own training, handling complex multi-step agentic tasks and on par with Sonnet 4.6 on OpenClaw at a fraction of the cost. Its M2.5 was the first open-weight model in Notion's Custom Agents lineup, alongside Claude and GPT, and became the most-used model on OpenClaw within a month of release. → TRY M2.7 [4] MiniMax is also open-sourcing their Office Skills library(MIT): 4 production-grade Skills for Word, Excel, PDF & PPT that generate actually deliverable files. Works with Claude Code, Cursor, Codex & OpenCode. → CHECK OUT THE OPEN SOURCE SKILLS LIBRARY [GITHUB] [5] New: MiniMax launches the world's first subscription supporting all modalities: M2.7, video, voice, music and image, with no surprise bills. → SUBSCRIBE TO THE NEW TOKEN PLAN [6] 📱 BIG TECH & STARTUPS ENTIRE CLAUDE CODE CLI SOURCE CODE LEAKS THANKS TO EXPOSED MAP FILE (2 MINUTE READ) [7] Anthropic recently published a version of the Claude Code npm package that included a source map file that could be used to access the entirety of Claude Code's source code. More than 512,000 lines of code were leaked on a public GitHub repository, which has since been forked tens of thousands of times. Developers are already analyzing the code to find out how Claude Code works. Anthropic has publicly acknowledged the mistake. APPLE TESTS SIRI FEATURE THAT HANDLES MULTIPLE COMMANDS AT ONCE (3 MINUTE READ) [8] Apple is testing a feature in Siri that will let it process multiple requests in a single query. Siri currently requires users to make requests individually. The new feature will allow users to combine requests, for example, ask Siri to check the weather, create a calendar appointment, and send a message, all within a single prompt. The new Siri is expected to be released at Apple's Worldwide Developers Conference on June 8. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY MICROBUBBLES (7 MINUTE READ) [9] Microbubbles are tiny gas-filled bubbles with a protective outer shell that are capable of carrying drugs or genetic material to cells in the body. They are too large to leave the bloodstream, so they deliver drugs by bursting on command, briefly forcing open biological barriers to allow treatments to pass through. The force of their bursts can be used to break apart kidney stones. These bubbles can be steered, so they can carry therapies through the bloodstream to release precisely where they're needed. QUANTUM COMPUTERS NEED VASTLY FEWER RESOURCES THAN THOUGHT TO BREAK VITAL ENCRYPTION (7 MINUTE READ) [10] Two independently written whitepapers have come to the same conclusion that building a utility-scale quantum computer that can crack elliptic curves requires far fewer resources than anticipated. The papers are the latest sign that cryptographically relevant quantum computing at utility-scale is making meaningful progress. The advances are being driven by new quantum architectures that operate correctly even in the presence of errors, and ever more efficient algorithms. Neither of the papers has yet been peer reviewed. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [11] As the first engineer on TLDR's new Applied AI team, you'll build AI agents to automate end-to-end workflows and lead our context engineering project to allow non-technical teammates create their own AI workflows. Learn more [12]. INSIDE THE CLAUDE CODE SOURCE (9 MINUTE READ) [13] Claude Code CLI's source code was recently leaked on GitHub. This post breaks down how the system works, where Anthropic made clever engineering choices, and where Anthropic's approach diverges from OpenAI's Codex. Claude Code is about 500,000 lines of TypeScript, with the actual API call comprising maybe 200 of them. Everything else in the harness. WHAT IS INFERENCE ENGINEERING? DEEPDIVE (45 MINUTE READ) [14] Inference is when a model takes an input and generates an output, one token at a time. Inference engineering is becoming more widespread as open models become more capable. With closed models, inference engineering is only done by the AI engineers who build the model, but anyone can tinker with open models. This post discusses what inference engineering is and some interesting approaches to inference engineering worth knowing about. 🎁 MISCELLANEOUS PROJECT MARIO (50 MINUTE READ) [15] Google decided to restructure itself in 2015, spinning out chunks of its operation as semi-independent bets and creating a holding company called Alphabet to preside over them. DeepMind used the opportunity to regain its independence. It planned to create a new DeepMind with a board comprising three people from DeepMind, three people from Alphabet, and three independent members. The ensuing governance talks were dubbed by DeepMind's leaders as 'Project Mario'. MEET THE STARTUP THAT USED AI AND OPENCLAW TO AUTOMATE ITS OWN DEVELOPERS (7 MINUTE READ) [16] JustPaid, a California-based startup, used a combination of OpenClaw and Claude Code to create a team of seven AI agents to grind out code 24/7. The agents have built 10 major features in a month, each of which would have taken a team of human developers a month or more to build. JustPaid plans to eventually replace all its employees with AI. The company currently has nine employees - its latest human hire was trained almost entirely by the AI agent engineers. ⚡ QUICK LINKS MIRRORD — GIVE AI CODING AGENTS REAL-WORLD CONTEXT SO THEY WRITE WORKING CODE, NOT GUESSWORK (SPONSOR) [17] Your AI agents are fast but flying blind. mirrord connects them to real API responses, database state, and queue payloads so every change gets tested against actual staging. See how monday.com cut dev cycle time by 70%. [17] ORACLE LAYS OFF WORKERS AMID HEAVY AI INVESTMENT (4 MINUTE READ) [18] The full scope of the layoffs isn't clear, but some employees are reporting a reduction far in the thousands. NORTH KOREAN HACKERS BLAMED FOR HIJACKING POPULAR AXIOS OPEN SOURCE PROJECT TO SPREAD MALWARE (3 MINUTE READ) [19] Malicious versions of popular open source software development tool, Axios, were published on Monday, putting millions of developers at risk of being compromised. THE SUBPRIME TECHNICAL DEBT CRISIS (2 MINUTE READ) [20] Businesses are using AI under the assumption that the technology will eventually improve to the point that it will easily solve all of the technical debt currently accruing, but this might not be true. YOU CAN FINALLY CHANGE THE GOOFY GMAIL ADDRESS YOU CHOSE YEARS AGO (2 MINUTE READ) [21] Gmail users can now create new account names without losing access to their old addresses. GOOGLE READIES SCREENLESS FITBIT BAND TO RIVAL GROWING WHOOP CRAZE (2 MINUTE READ) [22] The band will integrate with an AI-powered personal health coach inside the newly redesigned Fitbit app. OPENAI CLOSES SILICON VALLEY'S LARGEST-EVER FUNDING ROUND (2 MINUTE READ) [23] OpenAI has raised $122 billion in a round that values the company at $852 billion. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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Most CXO newsletters fail because they skip validation and publish generic content that drives no pipeline. Traditional channels are weakening ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-03-31 LAUNCH FASTER WITH AI BUILT FOR MARKETERS 🤠 (SPONSOR) [4] 👀 Is this familiar? You've got more campaigns to launch than ever—but no new resources are in sight.  ⚡ But there's a silver lining to the storm: Asana AI Teammates [4], which can multiply your team's impact with out-of-the-box AI agents that tackle your most time-consuming tasks: Campaign Brief Writer, Brand Auditor, Competitive Market Researcher, and more.  🚀 Asana empowers your marketing team to coordinate launches smoothly—with AI that understands your business context and learns from your team's data. 🏄 The future of marketing is here. Try Asana free [5]. 📱 NEWS & TRENDS CONSUMER SENTIMENT FALLS 6%, HIT BY DECLINING STOCKS, HIGHER GAS PRICES (2 MINUTE READ) [6] Consumer sentiment fell 6% to its lowest level this year as the Iran war pushed up gas prices and slashed stock values. Short-term economic outlooks dropped 14%, and personal finance expectations fell 10%. Gasoline prices and stock market losses hit middle- and upper-income households hardest. Sentiment could worsen if the conflict persists, with headline inflation expected to reach 4.2% and growth slowing to 2% this year. FROM IMPRESSIONS TO IMPACT: HOW THE OPEN INTERNET CREATES REAL VALUE (4 MINUTE READ) [7] Online advertising outside platforms like Google and Meta is shifting from buying impressions to driving measurable outcomes. As fragmentation and data loss weaken old models, optimization is moving upstream to filter better inventory before auctions. At the same time, creative is becoming a key performance signal through engagement data. AI connects media and performance into a continuous loop, allowing campaigns to improve in real-time and making the open web more competitive with walled gardens. 🚀 STRATEGIES & TACTICS EMAIL NURTURE SEQUENCE FRAMEWORK (4 MINUTE READ) [8] This framework builds a B2B email nurture sequence by defining audience, story, problem, value, action, and post-nurture experience. Use storytelling and content that solves the problem (templates, frameworks, or case studies). Segment by problem, job, vertical, or company size, and send from a real human, responding to replies. Treat each email as an experiment. Test content, CTAs, format, and incentives, then iterate. Include exclusive assets and use post-nurture actions like demos, roundtables, or trials to drive engagement. MARRIOTT BETS ON REAL-TIME CUSTOMER EXPERIENCE TO INDUSTRIALISE INTIMACY (10 MINUTE READ) [9] Marriott is shifting its loyalty strategy from points to emotional connection through better guest experiences. With 270M Bonvoy members and nearly 10K properties, it is investing in real-time feedback during stays instead of post stay surveys. In-app check-in surveys let teams fix issues before they escalate. The goal is to position Marriott as a lifelong travel partner across the full journey, from inspiration to post stay engagement. 🧑‍💻 RESOURCES & TOOLS STORYCHIEF: THE COMMAND CENTER FOR HIGH-PERFORMING TEAMS (SPONSOR) [10] Most AI content sounds the same. StoryChief helps your team stand out and drive traffic. Research, create, and distribute content from one workspace: from SEO/GEO research to on-brand drafting. Connect 1000+ integrations, track impact, ditch tool-hopping. LAUNCH A CAMPAIGN THAT PERFORMS [11] THE CXO NEWSLETTER PLAYBOOK: WHY 95% FAIL (AND THE 5-PROMPT STRATEGY SYSTEM) (20 MINUTE READ) [12] Most CXO newsletters fail because they skip validation and publish generic content that drives no pipeline. Traditional channels are weakening, with cold email reply rates at 3-5% and LinkedIn reach at 1.6%. Niche newsletters can reach 30-45% open rates and build compounding relationships when they target a clear CXO persona and deliver useful insights. Even 200-300 subscribers can drive 15-20 qualified meetings a year. This piece includes a 5 prompt system to test demand, competition, ROI, and fit before investing. BLUESKY BUILT A NEW AI TOOL THAT WANTS TO FREE YOU FROM SOCIAL ALGORITHMS (2 MINUTE READ) [13] Bluesky's Attie is an AI assistant that lets users create custom social media feeds through conversational commands rather than relying on platform-controlled algorithms. The app runs on Bluesky's AT Protocol and pulls data from across the entire ecosystem to build personalized timelines instantly. Attie represents a deliberate contrast to how major platforms use AI primarily to increase engagement and data collection. The long-term vision includes allowing users to build complete social applications without coding knowledge. 🎁 MISCELLANEOUS THE SCIENCE OF WHAT AI ACTUALLY REWARDS (7 MINUTE READ) [14] AI citation behavior varies by industry, not a single formula. Many SEO tactics don't scale. A clear opening line boosts citations by about 14%, while hedging hurts performance across all seven verticals. Including a date and a number consistently helps. Price mentions reduce citations in most verticals, and Knowledge Graph entities show negative impact. Heading structure varies widely, from 5 to 9 in crypto to 20 plus in SaaS. Corporate content drives 94.7% of citations, while UGC ranges from 0.5% in finance to 9.2% in crypto. WHY YOUR PRICING CHANGES TAKE QUARTERS INSTEAD OF HOURS (14 MINUTE READ) [15] Pricing changes at most SaaS companies take a full quarter of engineering time because access rules and billing logic are hard-coded. AI makes this worse as usage shifts more often. The fix is a four-layer monetization setup that separates access from enforcement, so non-engineers can manage plans and experiments. Superhuman waited six years to raise prices by $10, and even with 4% churn, saw a 28% overnight revenue lift that compounds over time. ⚡ QUICK LINKS 7 TYPES OF ZERO-PARTY DATA YOU CAN COLLECT (1 MINUTE READ) [16] Shopping intent, experience level, and category interest are all underused in e-commerce. GOOGLE ADS EXPANDING LOYALTY PROGRAM (1 MINUTE READ) [17] Google now highlights loyalty perks like member discounts and shipping benefits directly in product listings. UGC LOOP FOR AI PRODUCTS (2 MINUTE READ) [18] AI products grow through a loop where users create and share AI work, inspiring others to join and keep the cycle going. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. 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Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=9358ecfe-2cbd-11f1-8a7a-c39840a07406&pt=campaign&t=1774955800&s=f94f9308feb869c83f9557eb7299c5efb305f5757c8be94e1f7ba8e81dbd529a [4] https://asana.com/product/ai/ai-teammates?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq4_janv1long_cstm_cstm_tryfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-033126 [5] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq4_janv1long_cstm_cstm_tryfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-033126 [6] https://links.tldrnewsletter.com/Y50KwU [7] https://links.tldrnewsletter.com/KW0rvv [8] https://www.linkedin.com/posts/jacalynbeales_steal-my-content-driven-email-sequence-play-ugcPost-7442640430296350720-_kC8?utm_source=tldrmarketing [9] https://www.mi-3.com.au/20-03-2026/marriott-bets-real-time-cx-industrialise-intimacy-270m-members-10000-hotels-app-prompts?utm_source=tldrmarketing [10] https://www.storychief.io/?utm_source=TLDR [11] https://www.storychief.io/ai-marketing-agent?utm_source=TLDR [12] https://startupgtm.substack.com/p/how-to-build-a-newsletter-that-cxos?utm_source=tldrmarketing [13] https://www.digitaltrends.com/computing/bluesky-built-a-new-ai-tool-that-wants-to-free-you-from-social-algorithms?utm_source=tldrmarketing [14] https://www.growth-memo.com/p/the-science-of-what-ai-actually-rewards?utm_source=tldrmarketing [15] https://www.productcompass.pm/p/pricing-architecture-four-pillars?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/andreasja_what-kind-of-zpd-can-you-collect-ugcPost-7444030650820534272-00qc?utm_source=tldrmarketing [17] https://www.seroundtable.com/google-ads-expands-loyalty-program-41117.html?utm_source=tldrmarketing [18] https://www.linkedin.com/posts/brunoestrella_clay-claude-lovable-replit-chatgpt-the-share-7444386789357666304-EVLk?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=9358ecfe-2cbd-11f1-8a7a-c39840a07406&pt=campaign&pv=4&spa=1774954878&t=1774955800&s=38b9d90a97cdeb517c2a0fa112255b946c117096785dd570d7737af2de630881

Apple is recommitting to its core business model of selling hardware and services. It knows its homegrown AI technology lags behind competitors ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-03-31 SPEAK NATURALLY. SEND WITHOUT FIXING. (SPONSOR) [4] Wispr Flow [4] turns your voice into clean, sendable text in any app. Not rough transcription you have to fix. Text you actually send. * 4X FASTER THAN TYPING. Emails, Slack threads, docs, AI prompts, brainstorms. Dictate anything, anywhere. * 89% OF MESSAGES SENT WITH ZERO EDITS. Flow strips filler words, fixes grammar, and formats as you speak. * WORKS IN EVERY APP ON EVERY DEVICE. Mac, Windows, iPhone, and Android. One tap, start talking. Millions of people use Flow daily, including teams at OpenAI, Vercel, and Clay. Try Wispr Flow Free [4] | Get Started [4] 📱 BIG TECH & STARTUPS THE SUDDEN FALL OF OPENAI'S MOST HYPED PRODUCT SINCE CHATGPT (14 MINUTE READ) [5] Sora was hyped as AI's next consumer-friendly frontier, and even Disney signed onto the vision. OpenAI then suddenly killed the project, with many Disney executives learning about the decision less than an hour before it was announced. OpenAI needed to free up more computing resources, and Sora was using far too much. The product wasn't profitable, and every user drew down a finite resource. CEO Sam Altman says the move was a difficult but necessary sacrifice toward the company's larger goals. APPLE PIVOTS ITS AI STRATEGY TO APP STORE, SEARCH-LIKE PLATFORM APPROACH (13 MINUTE READ) [6] Apple is recommitting to its core business model of selling hardware and services. It knows its homegrown AI technology lags behind competitors, so it is focusing on its core strengths. Historically, Apple's software has been about driving product sales rather than generating revenue in their own right. It plans to embed just enough AI in its OSes to keep users from defecting, while opening Siri and Apple Intelligence to third-party services. This approach leverages its hardware, makes its products more customizable, and keeps the company in control of its ecosystem. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY INSIDE THE STEALTHY STARTUP THAT PITCHED BRAINLESS HUMAN CLONES (29 MINUTE READ) [7] A Californian startup called R3 has raised funds to create non-sentient monkey 'organ sacks' as an alternative to animal testing. The startup's founder reportedly secretly pitched a vision where the startup creates 'brainless clones' to serve as backups for human bodies. This could be in the form of a baby version of a person with enough brain structure to be alive in case they ever need a new kidney or liver, or it may even be possible to one day transplant a brain into a younger clone to gain a second lifespan. The company has denied that it ever made the pitch, saying that any allegations of intent or conspiracy to create human clones or humans with brain damage are categorically false. VULNERABILITY RESEARCH IS COOKED (16 MINUTE READ) [8] Coding agents will soon drastically alter both the practice and the economics of exploit development. A substantial amount of the high-impact vulnerability research will just be pointing an agent at a source three and telling it to find zero days. This will profoundly alter information security and the Internet itself. 💻 PROGRAMMING, DESIGN & DATA SCIENCE KESTRA [26K GITHUB STARS]: THE AUTOMATION CRISIS ENDS HERE. (SPONSOR) [9] Your stack is held together by legacy cron jobs, scripts, and fragile pipelines—and it's breaking. Kestra is an open-source, event-driven orchestrator to run your INFRASTRUCTURE, DATA, APIS, AND AI WORKFLOWS in one place. Define everything as code. Trigger in real time. Scale to millions. No glue code. No duct tape. Just reliable orchestration. Used by Apple, JPMorgan Chase, and Toyota. Discover Kestra. [10] CODEX PLUGIN FOR CLAUDE CODE (GITHUB REPO) [11] This plugin enables Claude Code users to start using Codex from the workflow they already have. Users can use Codex from inside Claude Code for code reviews or delegate tasks to Codex. The plugin uses the local Codex CLI, so existing sign-in methods and configs still apply. It also uses the same repository checkout and machine-local environment. ENGINEERING FOR AGENTS THAT NEVER SLEEP (2 MINUTE READ) [12] Most of the signals that trigger engineering work are already machine-readable. The current bottleneck is where a human reads that signal, interprets it, and then types a prompt telling the agent what the signal already said. Give agents comprehensive unit tests so they can verify their own output, good documentation to discover context, reproducible dev environments to run code, and rich system accounting. This scaffolding will enable agents that can close incidents around the clock. 🎁 MISCELLANEOUS TO LURE TOP AI TALENT, STARTUPS ARE TURNING TO COLD HARD CASH (6 MINUTE READ) [13] High-growth AI startups are flush with venture capital. Combined with a wildly competitive talent market, this has caused increasingly creative incentive structures and more cash-heavy offers. Startups are focusing on hiring the best as they need to stay lean and small. This is creating a split economy in the tech industry where the top 5% to 10% of candidates are getting all of the offers and the rest are struggling. SEEING LIKE A SPREADSHEET (28 MINUTE READ) [14] AI will see much further than the spreadsheet ever could. It will allow businesses to accomplish incredible things, and make possible coordinations of labor and capital more ambitious than anything we can imagine today. However, as corporations become dominated by AI systems, the most human elements of organizations may be devalued or discarded entirely. Great organizations are great because of something irreducible about the collection and organization of particular people toward particular ends. ⚡ QUICK LINKS 🎁 GET 1 FREE MONTH OF GRANOLA - THE AI NOTEPAD YOU KEEP HEARING ABOUT (SPONSOR) [15] Granola transcribes directly from your device audio, so no bot ever joins the call. Jot down what matters, and Granola makes your notes awesome. Claim your free month [16] with code: TLDR1MO VEBLEN & JEVON WALK INTO A DATA CENTER (3 MINUTE READ) [17] Jevon's Paradox states that the cheaper a product becomes, the more it is consumed, and Veblen goods are those whose demand increases with price - it is unknown which way the AI industry will go. META TESTING PAID INSTAGRAM SERVICE THAT LETS USERS SECRETLY VIEW STORIES (1 MINUTE READ) [18] Instagram Plus is being tested in select markets, including the Philippines, Japan, and Mexico, with the plans costing the equivalent of $2 USD per month. COST TO IMPLEMENT VS COST TO VERIFY (11 MINUTE READ) [19] The cost to implement is the time and expertise needed to produce code, and the cost to verify is the time and expertise needed to confirm the code is correct. MAKE SMARTER APPLICATION DECISIONS WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [20] Stop guessing what to modernize. This playbook from Microsoft's Azure Copilot Migration Agent team gives you strategies to decide what to re-platform, refactor, and what to leave as is. Try it yourself–download a copy today [21]. YOUR TICKET IS A PROMPT (2 MINUTE READ) [22] Tickets are now handled by agents, and they only have the words on the ticket, and no other context. APPLE STEPS UP CRACKDOWN ON VIBE CODING APPS, PULLS ‘ANYTHING' FROM THE APP STORE (3 MINUTE READ) [23] Apple is not okay with apps that can change their own behavior by generating and running code outside of App Store review. AI AGENTS COULD MAKE FREE SOFTWARE MATTER AGAIN (30 MINUTE READ) [24] AI will create more software that is free to run, study, modify, and share. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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The spray-and-pray approach to outbound is failing, but teams that treat it as a deliberate, focused motion are still making it work ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Rokt] [4] TLDR MARKETING 2026-03-30 THE NEW ECONOMICS OF CHECKOUT IN THE AGE OF AI-COMPRESSED DISCOVERY (SPONSOR) [4] With AI, the illusion of control over the user journey is finally shattered. The transaction still happens on the brand's site (for now), but on far fewer pages [4]: Search, product pages, and category browsing are increasingly compressed or bypassed entirely. Checkout is absorbing the brand, relationship, and basket-building work that used to happen upstream. This has implications for brands. ROKT processes billions of transactions across the checkout experience. Their latest whitepaper [4] draws on that data to build a per-step framework for how to design, govern, and monetize the Transaction Moment. Get the whitepaper here (free and ungated) [4] 📱 NEWS & TRENDS CHATGPT HITS $100 MILLION IN AD REVENUE AND IS OPENING SELF-SERVE ACCESS IN APRIL (2 MINUTE READ) [5] ChatGPT generated over $100M in annualized ad revenue just 6 weeks after launching its ad pilot program. Less than 20% of eligible US users currently see daily ads. The platform now hosts more than 600 advertisers and plans to open self-serve access in April, potentially expanding to Canada, Australia, and New Zealand. Since around 85% of Free and Go tier users are eligible for ads, the current revenue represents only a fraction of the platform's total advertising capacity. REDDIT JUST DECLARED WAR ON BOTS. HERE'S WHAT THAT MEANS FOR YOUR BRAND'S PRESENCE (4 MINUTE READ) [6] Reddit is tightening control over automation and giving an advantage to brands that rely on real human engagement. Starting March 31, the platform will label automated accounts, add human verification for suspicious activity, and expand reporting tools. Reddit is already removing about 100K spam accounts per day. This reduces the effectiveness of bots and exposes brands that rely on automation or fake accounts. Brands should register approved automation before the June deadline and invest in real human presence to stay competitive. 🚀 STRATEGIES & TACTICS WHY CLARIFY GIVES AWAY ITS CRM (4 MINUTE READ) [7] Clarify removes CRM seat fees and charges only when its AI performs useful work, which aligns cost directly to value. Traditional CRM setups can take 3-6 months to deliver value and can cost $10K per month from the start, even before adoption. It solves messy “Frankenstack” systems by combining relational, time series, and unstructured data into one unified customer record that AI can act on. Its credit-based pricing removes adoption friction and ensures customers pay only when outcomes like deal updates or meeting insights happen. This model also supports a compound startup strategy where new features require about 20% new work and build on an existing data and AI foundation. OUTBOUND ISN'T DEAD—IT'S JUST DIFFERENT (3 MINUTE READ) [8] The spray-and-pray approach to outbound is failing, but teams that treat it as a deliberate, focused motion are still making it work. Top performers are capping account books at around 75, clustering calls, emails, executive LinkedIn messages, and physical mail into short coordinated sprints, and using AI to surface how customers actually describe their problems rather than to mass-produce emails. Infrastructure matters too, as domain reputation and bounce rates now determine whether messaging strategy even gets a chance to land. 🧑‍💻 RESOURCES & TOOLS DATA EVERYWHERE, BUT STILL NO CLEAR ANSWERS (SPONSOR) [9] Databox brings your data from GA4, Hubspot, ads, and 130+ more into one place. Genie, their AI Analyst, lets you ask: * “Why did conversions drop?” * “Which campaigns drive pipeline?” Get clear insights grounded in real data in seconds. Try AI Analyst for Free [10] USING CONTENT TO FUEL WINNING PAID MEDIA IN 2026 (WEBINAR) [11] Content mistakes are often the reason behind failed paid campaigns. In this webinar, Lee Densmer and Devin Littlefield will share the 5 elements of a high-performing paid program, including writing, placing, and timing. The free event will take place on April 1 at 8 AM PT. HOW TO CONNECT GOOGLE SEARCH CONSOLE TO CLAUDE AI (6 MINUTE READ) [12] This guide shows how to connect GSC to Claude AI for free. It lets you get answers without exports, filters, or spreadsheets. It provides step-by-step instructions, warns of pitfalls, and shares shortcuts. Built on the open-source GSC MCP server, it makes keyword analysis, traffic insights, content planning, and indexing checks faster. 🎁 MISCELLANEOUS WHAT SXSW 2026 TAUGHT MARKETERS ABOUT EXPERIENTIAL MARKETING CAMPAIGNS (4 MINUTE READ) [13] The standout activations at SXSW this year blended participation and clear intent. Rivian turned its product into an experience with a hands-on test track that drove real engagement and recall. Guerrilla plays like Grokbuster and the Epstein Walk of Shame captured outsized attention by inserting themselves into live cultural conversations with low-cost, high-impact stunts. WeRoad used curiosity-driven “missing animal” flyers to stop people in their tracks and convert interest via QR codes. The common thread was simple: give people something intentional to do, not just something to look at. 4 PROMPT TRACKING MISTAKES (7 MINUTE READ) [14] AI prompt tracking often fails when teams focus on citations instead of brand mentions, use outdated SEO metrics like rankings, track too few prompts, and rely on short head terms that don't reflect real AI usage. Most prompts are long-tail and highly variable, so brands need representative sets and should evaluate visibility based on how often and in what context they appear. Expanding prompts with personas, locations, languages, and product attributes helps uncover perception gaps and new opportunities beyond surface-level performance. NETFLIX PRICE HIKE: PUSHING CONSUMERS AWAY FROM AD-FREE OPTIONS (3 MINUTE READ) [15] Streaming platforms are steering consumers toward ad-supported tiers as subscription prices rise, making ad revenue more profitable than ad-free plans. Netflix's standard plan reached $19.99 while its ad tier rose $2, reflecting a trend across Disney+, HBO Max, Peacock, and Prime Video. Ad tiers offer better value for users while giving platforms higher returns through targeting and live sports. Apple currently avoids ads outside sports. ⚡ QUICK LINKS TIP: SELF-REPORTED ATTRIBUTION (1 MINUTE READ) [16] Add a “How did you find us?” field to every conversion point to capture attribution directly. GRAMMARLY SHOWS HOW PROTOTYPING TURNED INTO AN EXCUSE FOR NOT THINKING (5 MINUTE READ) [17] Grammarly faced backlash and a lawsuit after launching a feature that mimicked famous writers without permission. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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A configuration error in Anthropic's content management system exposed a draft blog post describing a new model called Claude Mythos ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-03-30 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS ANTHROPIC READIES MYTHOS MODEL WITH HIGH CYBERSECURITY RISK (3 MINUTE READ) [9] A configuration error in Anthropic's content management system exposed a draft blog post describing a new model called Claude Mythos. The model is reportedly larger and more intelligent than the Opus models. The draft warns that the model poses unprecedented cybersecurity risks as it is far ahead of any other AI model in cyber capabilities. Mythos is extremely compute-intensive and expensive to serve - Anthropic is working on making it much more efficient before any general release. THE DECADELONG FEUD SHAPING THE FUTURE OF AI (14 MINUTE READ) [10] Dario Amodei and Sam Altman clashed for years when Amodei was still at OpenAI. The final split happened toward the end of 2020, after a disagreement over whether OpenAI should be a market company or a public-good company. Dario left with nearly a dozen OpenAI employees. Within five years, Anthropic would be lining up banks, racing toward an initial public offering before its founders' former employer. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY I'VE TAKEN AGENCY IN THE TREATMENT OF MY BONE CANCER (WEBSITE) [11] Sid Sijbrandij ran out of standard care treatments for bone cancer, so he started creating treatments for himself. This site details his journey and the results of the treatments so far. Sijbrandij's cancer is now in remission. He is now working with companies to scale his approach for others. “SUPER BIZARRE” – NEUROSCIENTISTS DISCOVER THAT ADULT BRAIN IS FILLED WITH MILLIONS OF “SILENT SYNAPSES” (5 MINUTE READ) [12] Scientists have discovered a surprisingly large reserve of silent synapses in the adult brain. These unused neural connections can be rapidly activated to store new memories. This system allows the brain to create new memories without overwriting the important memories stored in mature synapses. If silent synapses decline with age or disease, it could help explain why learning new skills or adapting to change becomes more difficult over time. 💻 PROGRAMMING, DESIGN & DATA SCIENCE UNBLOCKED: CONTEXT THAT SAVES YOU TIME AND TOKENS (SPONSOR) [13] Stop babysitting your coding agents. Unblocked [13] gives them the decisions, history, and conventions behind your code so they generate mergeable output. It pulls from organizational knowledge, resolves conflicts, and cuts rework by delivering only the context agents need for the task at hand. See how Unblocked works. [13] PRETEXT (4 MINUTE READ) [14] Pretext is a browser library that solves the problem of calculating the height of a paragraph of line-wrapped text without touching the DOM. It uses a clever array of tricks to make the process faster and enable all sorts of new text rendering effects. Pretext supports all languages, including Korean mixed with RTL Arabic and platform-specific emojis. A demo is available in the article. HOW TO SOLVE PROBLEMS OF LONG RUNNING, AUTONOMOUS AGENTIC ENGINEERING WORKFLOWS (11 MINUTE READ) [15] All harness design is to overcome the problems of agents either becoming lazy and cutting corners or being confused and stupid. For most people, starting with a vanilla startup using native features will be good enough. However, a custom agent will allow users to create new workflows that directly address all the ways agents fail in more specific contexts. This article describes all of the problems developers likely face when using agents in long-running autonomous projects so that they can better put these problems into words when creating custom harnesses. 🎁 MISCELLANEOUS THE MOST IMPORTANT IDEAS IN AI RIGHT NOW (11 MINUTE READ) [16] The most important ideas in AI right now are autonomous component improvement, the transition to intent-based engineering, the move from opacity to transparency, the realization that most work is scaffolding, and the idea that expertise gets diffused into public knowledge. The speed of improvement in many fields is about to accelerate beyond anything we've ever seen. The new bottleneck is being able to say what you actually want. Every organization is going to converge on the same cycle: define what you're trying to do, execute with agents, log everything, collect failures, and let the system improve itself. BUYING DEEPMIND (14 MINUTE READ) [17] Google bought DeepMind for $650 million at the end of January 2014. It poured billions into DeepMind's research, but it took a decade for the quest for superintelligence to go into overdrive. This article tells the inside story of how Google ended up purchasing the startup and the specific terms of the final deal. ⚡ QUICK LINKS MIRRORD — GIVE AI CODING AGENTS REAL-WORLD CONTEXT SO THEY WRITE WORKING CODE, NOT GUESSWORK (SPONSOR) [18] Your AI agents are fast but flying blind. mirrord connects them to real API responses, database state, and queue payloads so every change gets tested against actual staging. See how monday.com cut dev cycle time by 70%. [18] AI UNMASKED OUR WORK AS SCAFFOLDING (3 MINUTE READ) [19] AIs with Agent Skills can execute tasks as good or better than most people who do that work professionally. STOP HOLDING OUT HOPE, LIQUID GLASS WILL BE MANDATORY IN IOS 27 (2 MINUTE READ) [20] Apple has made it clear that Liquid Glass is absolutely moving forward, evolving, and expanding across the ecosystem. JSONGREP IS FASTER THAN {JQ, JMESPATH, JSONPATH-RUST, JQL} (17 MINUTE READ) [21] jsongrep takes a query and a JSON input and prints every value whose path through the document matches the query. OPERATIONAL BENEFITS OF DATABASES BUILT ON OBJECT STORAGE (3 MINUTE READ) [22] Object storage is cost-effective, and the independence of compute from storage allows flexible scaling of compute resources. WHY ARE EXECUTIVES ENAMORED WITH AI BUT ICS AREN'T? (4 MINUTE READ) [23] Executives built their careers around managing non-deterministic systems, while ICs operate in a more deterministic world and are evaluated on their ability to deliver precise, reliable output. PGMICRO (GITHUB REPO) [24] pgmicro is an in-process reimplementation of PostgreSQL that is backed by a SQLite-compatible storage engine. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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AI search ads will expand quickly but lack clear measurement and brand safety standards, which raises risks for marketers ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-03-27 TIRED OF THROWING STUFF AT THE WALL TO SEE WHAT STICKS? (SPONSOR) [4] The spaghetti method is a recipe for chaos. Asana [4] brings the clarity you need to define priorities, coordinate creative, and actually take charge with AI. The results [4] speak for themselves: ↗️ 50% faster campaign launches ↗️ 22% higher productivity ↗️ 92% of marketing C-suite say their teams work better together Experimentation is great, but to actually see what's working, you need a system that makes sense of the whirlwind. See how Asana ends the marketing chaos [4]. No credit card required. 📱 NEWS & TRENDS LLM ADS RAISE CONCERNS: EXPERTS DISCUSS MEASUREMENT AND BRAND SAFETY RISKS (4 MINUTE READ) [5] AI search ads will expand quickly but lack clear measurement and brand safety standards, which raises risks for marketers. Platforms like OpenAI and Google are testing ads, but early ROI data will be limited and controlled by the platforms. Experts recommend a “trust but verify” approach as marketers wait for better metrics and third-party validation. There are also significant brand safety concerns due to sensitive topics, misinformation, and the personal nature of chatbot conversations. Performance measurement may shift away from clicks toward actions like being recommended or chosen, though early tests show that clickthrough rates lag behind traditional search. TWO-THIRDS OF AMERICAN MARKETERS WOULD FAIL A BASIC MARKETING TEST (3 MINUTE READ) [6] New research shows that most American marketers lack foundational marketing knowledge. Half couldn't define penetration, over 40% didn't understand positioning, and two-thirds failed to identify a quantitative research method. The strongest variable separating those who passed from those who failed was formal training, which made marketers 6x more likely to demonstrate baseline competency. Formally-trained marketers also reported being more influential, more strategic, and more satisfied in their careers. 🚀 STRATEGIES & TACTICS MASTERING MEDIA PITCHES WITH JONI SWEET (16 MINUTE READ) [7] Journalists receive 200+ emails a day and ignore most of them, so relevance and targeting are critical for successful media pitches. Small, focused outreach lists outperform mass emails. Strong pitches lead with a clear story idea, headline, and angle instead of long press releases. Relationships increase response rates because familiar and reliable contacts get priority in crowded inboxes, but trust depends on being responsive and delivering on time. Data and timing can improve results, such as using search trends to show demand. Quality versus quantity depends on goals, so it should align outreach strategy to whether it needs broad visibility or one high-impact placement. HOW TO ANALYZE LINKEDIN POSTS WITH CLAUDE (2 MINUTE VIDEO) [8] AI can automate LinkedIn analytics using Claude and Playwright scripts to pull metrics like impressions, saves, and follower growth into Notion. This removes manual tracking and copy paste work. It also enables faster content scaling. Top posts can be repurposed into blogs, patterns can inform guidelines, and AI writers can be trained on tone. HOW LOWE'S CREATOR NETWORK IS WINNING OVER THE NEXT GENERATION OF SHOPPERS (2 MINUTE READ) [9] Lowe's is using its Creator Network to build brand affinity with Gen Alpha well before they become homeowners. Launched last June, the program includes partnerships with creators like MrBeast, who introduced a curated storefront of tools and DIY projects and served as a building partner for season two of "Beast Games". The strategy focuses on making home improvement feel approachable and fun rather than driving immediate purchases. Lowe's sees creators as especially important for reaching younger women who increasingly make buying decisions based on who they follow on Instagram and TikTok. 🧑‍💻 RESOURCES & TOOLS 85% OF AI SEARCH VISIBILITY COMES FROM OFF-SITE. IS YOUR BRAND SHOWING UP? (SPONSOR) [10] Carta, Ramp, and Webflow aren't guessing at AI search. See the 4 Plays That Drive Citations and Pipeline [10] from 15M+ queries. This playbook reveals the exact system these teams use across ChatGPT, Gemini, and Perplexity. See the Framework Behind the Results. [10] HOW TO EXPAND DOWNMARKET WITHOUT LOSING YOUR POSITIONING (WEBINAR) [11] This webinar on April 8 covers how to expand from enterprise to midmarket without weakening positioning or splitting go-to-market strategy. It focuses on evolving ICP and personas, adapting messaging and sales motion for midmarket expectations, and keeping a consistent brand across segments. It also explores how AI is changing buyer behavior and how to move quickly without diluting your core identity. LINKEDIN ADS ON A BUDGET: HOW ONE PLAYBOOK DROVE SUB-$10 CPL (7 MINUTE READ) [12] LinkedIn Ads delivered sub-$10 CPLs in a test campaign that spent less than $1,000 promoting a 23-page demand gen playbook to B2B marketing decision-makers. The document ad format, which lets users preview content before downloading, drove a 76% lead form completion rate. Audience research using SparkToro, Reddit, and client meeting notes shaped both the content and targeting before anything was created. Of three ad variations tested, the one with the hook "Steal our best demand gen ideas" captured nearly all impressions and drove the best results. 🎁 MISCELLANEOUS WHAT WE'VE LEARNED SPENDING 70% OF OUR GROWTH BUDGET ON AWARENESS (6 MINUTE READ) [13] Sentry puts about 70% of its growth budget into awareness, focusing on podcasts, influencers, and OOH. Performance channels are plateauing, with ~60% of Google searches ending without a click and organic CTR dropping ~40% when AI Overviews appear. At the same time, YouTube drives about 16% of LLM citations. Their approach is phased, starting with niche ICP channels, then expanding to broader audiences and cultural affinities. BICYCLES FOR THE MIND (6 MINUTE READ) [14] AI is shifting from general tools to personalized intelligence that mirrors an individual's mind. Sentience creates digital clones trained on personal data like emails, notes, and conversations, which allows it to recall information, act on a user's behalf, and answer questions with high context accuracy. This approach contrasts with platforms like ChatGPT and Claude, which rely on broad datasets and produce more uniform outputs over time. The system functions as a memory and context layer across apps, addressing fragmented data and missing reasoning behind decisions. Memory and context are emerging as key AI breakthroughs that unlock new use cases, similar to how smartphone features enabled companies like Instagram and Uber. The concept raises privacy and ethical concerns, but it also offers a path to preserve individuality and personal “taste” in an era where AI risks becoming standardized. ⚡ QUICK LINKS HOW TO MAKE LINKEDIN CAROUSELS THAT CONVERT (1 MINUTE READ) [15] An 8-step framework to build a repeatable Canva system. HOW TO CATEGORIZE YOUR CONTENT LIBRARY (2 MINUTE READ) [16] Organize content into 3 buckets: 1) Keep & optimize 2) Consolidate 3) Kill. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=8a489796-2997-11f1-af9a-e747a9bc9deb&pt=campaign&t=1774610983&s=d03d02a878b3df405dab0e5e8e2782a8277f4da72e786421338f7525a7d5dd94 [4] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq4_janv1long_cstm_cstm_tryfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-032726 [5] https://www.campaignasia.com/article/llm-ads-raise-concerns-experts-discuss-measurement-and-brand-safety-risks/4vfv4g9d51p2h4tfsp5svn86c1?utm_source=tldrmarketing [6] https://www.adweek.com/brand-marketing/two-thirds-of-american-marketers-would-fail-a-basic-marketing-test/?utm_source=tldrmarketing [7] https://www.buzzstream.com/blog/media-pitches-podcast/?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/lena-shakurova_omg-i-just-asked-claude-cowork-to-crawl-all-ugcPost-7442835431727034368-fgw4?utm_source=tldrmarketing [9] https://links.tldrnewsletter.com/Q2ERZX [10] https://www.airops.com/webinar-sydney-sloan-g2-cmo-playbook?utm_source=growth-memo&utm_medium=paid-newsletter&utm_campaign=NA_en_Webinar_MOF_Sydney-Sloan-G2-AI-Search_Q1-2026 [11] https://wynter.com/workshop/how-to-expand-downmarket-without-losing-your-positioning?utm_source=tldrmarketing [12] https://searchengineland.com/linkedin-ads-on-a-budget-how-one-playbook-drove-sub-10-cpl-472440?utm_source=tldrmarketing [13] https://hendersonmatthew.substack.com/p/what-weve-learned-spending-70-of?utm_source=tldrmarketing [14] https://www.digitalnative.tech/p/bicycles-for-the-mind?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/audrey-chia_how-to-make-carousels-that-convert-activity-7442170883382833152-nDhZ?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/juliaporter234_content-audits-heres-how-to-categorise-share-7442852931470680064-iQPh?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=8a489796-2997-11f1-af9a-e747a9bc9deb&pt=campaign&pv=4&spa=1774609282&t=1774610983&s=949962e923b6e21c38e3d60fb9489e9bf43ce81099405492a523f5956712292d

SpaceX is preparing for an initial public offering aimed at mid-June. Musk wants investors to visit SpaceX's manufacturing facilities ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR 2026-03-27 PLAID ADDS $382K IN PIPELINE WITH TLDR CAMPAIGN (SPONSOR) [4] Plaid achieved their best-performing direct buy to date, adding $382k in pipeline, earning 70 leads, and achieving 20.1x ROI. This case study breaks down their strategy, results, and example ads. Read the Plaid case study. [4] 📱 BIG TECH & STARTUPS APPLE PLANS TO OPEN UP SIRI TO RIVAL AI ASSISTANTS IN IOS 27 UPDATE (5 MINUTE READ) [5] Apple will let Siri use AI services other than ChatGPT as part of the iOS 27 update. The approach will help Apple generate more revenue from third-party subscriptions through the App Store. It will mean Apple can add more external AI services without entering business discussions. The change is separate from Apple's work with Google to rebuild Siri using Gemini models. THE SPACEX IPO WILL BE JUST AS UNCONVENTIONAL AS MUSK HIMSELF (5 MINUTE READ) [6] SpaceX is preparing for an initial public offering aimed at mid-June, just before Elon Musk's birthday. Musk wants investors to visit SpaceX's manufacturing facilities and possibly witness rocket launches. He is betting that fund managers and analysts will leave with the desire to put in big orders for the IPO, which is expected to raise between $40 billion and $80 billion. The filing for the IPO is expected to be done in the coming days. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY HERE IS NASA'S PLAN FOR NUKING GATEWAY AND SENDING IT TO MARS (9 MINUTE READ) [7] NASA announced on Tuesday that it will pause work on a lunar space station and focus instead on building a surface base on the Moon. The agency has spent close to $4.5 billion on developing technology for the Gateway program since its beginning in 2019. There are pieces of the space station undergoing construction and testing in factories around the world. NASA plans to repurpose the core of Gateway, the Power and Propulsion Element, into a nuclear propulsion demo. It will use the nuclear engine in the interplanetary SR-1 mission scheduled before the end of 2028. WHAT HAPPENS WHEN YOU CLONE MICE FOR 20 YEARS STRAIGHT? (6 MINUTE READ) [8] Two scientists conducted a study over 20 years where they cloned generations of mice to see what would happen. The researchers created a total of 58 generations before the project ended - the mouse cells just wouldn't make clones. This took 30,947 individual attempts due to the low efficiency of cloning technology. There was a steady accumulation of mutations over the generations, and an entire X chromosome was lost at some point between generations 25 and 45, and never regained. The various other chromosomal deletions, inversions, and translocations added to the reasons why the cloning process failed after 58 generations. 💻 PROGRAMMING, DESIGN & DATA SCIENCE STOP STITCHING DATABASES FOR AI AGENTS (SPONSOR) [9] Oracle AI Database acts as a unified memory core for agents [10]. Vector search, relational, JSON, and graph data live together so agents can reason over live enterprise data without extra vector stores, pipelines, or synchronization jobs. SEE HOW DEVELOPERS BUILD AGENT MEMORY → [11] STRIPE PROJECTS: PROVISION A PRODUCTION-READY DEV STACK FROM YOUR TERMINAL (5 MINUTE READ) [12] Stripe Projects is a new tool in the Stripe CLI that lets users provision real services from the terminal, keep resources in their provider accounts, sync agent-ready credentials safely, and upgrade to paid tiers when needed, without rebuilding their stacks or leaving the terminal. It is designed to make setups repeatable across machines and teammates, and deterministic enough for agents to operate safely. Projects can handle payment without re-entering payment details across provider dashboards for paid tiers. Developers can use it to go from a local repository to a working stack backed by provider accounts they own. WHAT'S IN A CODEBASE? (8 MINUTE READ) [13] Humans collectively can do incredible things, but much of it is illegible tribal knowledge passed down orally through generations of apprentices, and through the capabilities of machines that fabricate the next generation of machines. A lot has been done to refine human knowledge, extract its essence, and compile it into a form that can help future generations reach new heights. So far, this has proved to be a uniquely human capability. Diagnosing, fixing, and then figuring out how to test the real fix is hard enough as a human. Reproducing these system failures in an agent-testable way is inevitably going to be expensive and impractical. 🎁 MISCELLANEOUS READ TIME'S FULL INTERVIEW WITH SPACEX'S GWYNNE SHOTWELL (20 MINUTE READ) [14] This article contains a transcript of an interview with SpaceX's President and COO, Gwynne Shotwell. The interview covers the xAI/SpaceX merger, SpaceX's upcoming IPO, data centers in space, Starlink in war zones, orbital traffic, and more. Shotwell also discusses her personal relationship with Elon Musk. She also talks about her experience as a woman in an industry where more than 75% of the leadership is male. THE WHITE COLLAR REVOLUTION IS HERE (9 MINUTE READ) [15] Software developers get rewarded for adopting new technologies fast, but white-collar workers get penalized as stability and risk mitigation are major parts of the value they provide to clients. Companies need to pair subject matter experts with cutting-edge researchers to take full advantage of the AI era. This business model encourages practitioners to hand off tasks to be automated instead of clinging to old ways of working. The winning businesses build the machines that build the machines. ⚡ QUICK LINKS NOW SHIPPING: MICROSOFT BUILD 2026, JUNE 2-3, SAN FRANCISCO (#MICROSOFTPARTNER) (SPONSOR) [16] Devs & Builders Only: Access cutting‑edge models, agent capabilities, data, and compute—then leave ready to apply the latest AI workflows in your projects. Stay at the forefront of AI innovation. Learn more [17]. WHAT ABOUT JUNIORS? (6 MINUTE READ) [18] The new junior path involved getting engaged much earlier with the essence of engineering. THE HANDOFF PROBLEM (5 MINUTE READ) [19] Tesla's Full Self-Driving has always depended on handing off to the human, and this has resulted in Tesla's robotaxi service with 'safety monitors' crashing six times as often as human-driven taxis. JENSEN MANIFESTING THE FUTURE (21 MINUTE READ) [20] Jensen Huang discussed a future of AI factories that manufacture tokens during his 2.5-hour-long keynote at Nvidia's multi-day GTC 2026 developer conference. APPLE DISCONTINUES THE MAC PRO WITH NO PLANS FOR FUTURE HARDWARE (2 MINUTE READ) [21] The Mac Pro has been removed from Apple's website, and Apple has no plans to offer future Mac Pro hardware. APPLE GIVES IPHONE DESIGNERS BONUSES UP TO $400K TO COUNTER OPENAI POACHING (1 MINUTE READ) [22] The bonuses are in the form of restricted stock units that vest over a four-year period. WE NEED BETTER STORIES ABOUT THE FUTURE (13 MINUTE READ) [23] The headlines reaching mainstream audiences about AI range from depressing to doomsday. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=45399f54-29bc-11f1-8595-1d8405c03c10&pt=campaign&t=1774606754&s=0861d0774cf3dc6b4220b57d9f7dcf5ad6ebe1adcc8f71468a9756a37168b2c8 [4] https://advertise.tldr.tech/case-studies/plaid-adds-382k-in-pipeline-with-tldr-campaign-their-best-direct-buy-yet//?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary02102026 [5] https://links.tldrnewsletter.com/fGBx5v [6] https://links.tldrnewsletter.com/scajS5 [7] https://arstechnica.com/space/2026/03/here-is-nasas-plan-for-nuking-gateway-and-sending-it-to-mars/?utm_source=tldrnewsletter [8] https://denovo.substack.com/p/what-happens-when-you-clone-mice?utm_source=tldrnewsletter [9] https://www.oracle.com/database/?source=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:&SC=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:&utm_source=tldrnewsletter [10] https://www.oracle.com/database/?source=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:&SC=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002: [11] https://www.oracle.com/developer/resources/?source=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:&SC=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002: [12] https://links.tldrnewsletter.com/RrMlpG [13] https://www.moderndescartes.com/essays/codebase_spec/?utm_source=tldrnewsletter [14] https://time.com/article/2026/03/26/spacex-gwynne-shotwell-full-interview/?utm_source=tldrnewsletter [15] https://links.tldrnewsletter.com/UnpErD [16] https://fandf.co/4t6EwCv?utm_source=tldrnewsletter [17] https://fandf.co/4t6EwCv [18] https://brooker.co.za/blog/2026/03/25/ic-junior.html?utm_source=tldrnewsletter [19] https://blog.dshr.org/2026/03/the-handoff-problem.html?utm_source=tldrnewsletter [20] https://www.readtrung.com/p/how-jensen-manifests-the-future?utm_source=tldrnewsletter [21] https://9to5mac.com/2026/03/26/apple-discontinues-the-mac-pro/?utm_source=tldrnewsletter [22] https://www.macrumors.com/2026/03/26/apple-iphone-designer-bonuses/?utm_source=tldrnewsletter [23] https://ashleymayer.substack.com/p/we-need-better-stories?utm_source=tldrnewsletter [24] https://refer.tldr.tech/420aa5da/ [25] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [26] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [27] https://jobs.ashbyhq.com/tldr.tech [28] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [29] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [30] https://twitter.com/tldrdan [31] https://twitter.com/SteveFlanders22 [32] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [33] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=45399f54-29bc-11f1-8595-1d8405c03c10&pt=campaign&pv=4&spa=1774605677&t=1774606754&s=32330f69433d2deb8ed2a72959424f963cdeece3d7197b9fc7f5246b87d88944

Influence is spread across many channels. Search and social make up nearly half of visits. Google draws as much traffic as the next 13 sites combined ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Reddit Inc] [4] TLDR MARKETING 2026-03-26 STEAL THESE STRATEGIES (AND GET A $1000 AD CREDIT WHEN YOU SPEND $1000) TO DRIVE CONVERSIONS ON REDDIT (SPONSOR) [4] Reddit is where the "final check" happens before a purchase is made. By joining these high-intent conversations, brands tap into an audience that is more likely to trust (and buy) than on any other social platform. READY TO START? Spend $1,000 and get a $1,000 ad credit using code Q126TLDR1000 [4]*. → LENOVO used Dynamic Product Ads to achieve a +7% LIFT in ecommerce purchases. See Lenovo's Reddit strategy. [5] → SAMSUNG drove a 10PT INCREASE in purchase intent and brand favorability. See Samsung's Reddit strategy. [6] → IBM increased awareness among software engineers by 4-7PT with a co-created AMA campaign. See IBM's Reddit strategy. [7] *New accounts only, limit 1 per account, additional terms apply [8]. 📱 NEWS & TRENDS INFLUENCE HAPPENS EVERYWHERE, AN ANALYSIS OF THE 5,000 MOST-VISITED SITES ON MOBILE AND DESKTOP WEB (4 MINUTE READ) [9] Influence is spread across many channels, with search and social making up nearly half of all visits. Google dominates, drawing as much traffic as the next 13 sites combined, while AI tools account for only about 0.1% of usage. The data suggests most influence happens across fragmented platforms, and search mainly captures and converts demand rather than creating it. PERFORMANCE MARKETING IN 2026: THE TOP 6 TRENDS SHAPING HOW BRANDS GROW (10 MINUTE READ) [10] AI campaign tools like Performance Max and Advantage+ are now baseline, but teams that defer entirely to algorithms risk optimizing for the wrong signals, such as hitting CPA targets while flooding CRMs with low-quality leads. Creative has become the main differentiator on paid social since targeting capabilities have converged across advertisers. Meanwhile, retail media is growing rapidly through first-party transaction data, AEO is restructuring organic search as AI Overviews cover 55% of queries, and B2B marketers are shifting toward demand generation as buyers complete most of their journey independently. 🚀 STRATEGIES & TACTICS HOW AN ALARM APP GOT 25 MILLION VIEWS AND 100K DOWNLOADS IN 30 DAYS (4 MINUTE READ) [11] Wayk, a morning alarm app that forces users to complete tasks like pushups or photos before it turns off, reached 100K downloads and the #15 spot on the App Store within 30 days. The growth came almost entirely from TikTok, where the team adapted proven short-form formats from adjacent productivity apps instead of inventing new content styles. Each video followed a repeatable structure of a relatable caption paired with a raw, unpolished reaction to the product. Reddit and X failed to generate traction, reinforcing that for small consumer app teams, short-form video is currently the dominant distribution channel. TIKTOK AD CREATIVE HAS A SHORTER SHELF LIFE (4 MINUTE READ) [12] TikTok ads experience creative fatigue faster than other platforms due to the algorithm's preference for high-velocity novelty and entertainment-focused consumption patterns. Advertisers should treat creative development like a supply chain with modular components, filming multiple hooks, body segments, and CTAs that can generate 60 ad permutations from one hour of shooting. The hook fatigues fastest and should be swapped when thumb-stop rates drop below benchmarks for three consecutive days, while keeping successful body and CTA elements intact. 🧑‍💻 RESOURCES & TOOLS YOUR HEAD OF GROWTH TOOLKIT (WITH CONTEXT, PROMPTS, AND AGENTS) (17 MINUTE READ) [13] A structured AI agent system can replace inconsistent growth work by running weekly audits, experiments, and prioritization in under an hour. The toolkit includes instant prompts that generate a full audit in 60 seconds and a 3 month roadmap in minutes, which replicates work that normally takes 2 to 3 hours. Small gains compound over time, since a 2% improvement in conversion can decide whether a company misses its annual target by 20%. AI-driven teams already see 42% more content output and 27% higher conversion rates, and this system increases testing velocity from about 1 experiment per month to 3 to 5 per week. The system is designed to help founders focus on decisions while maintaining consistent growth execution. KLAVIYO JUST SHIPPED ITS BIGGEST AI RELEASE YET (4 MINUTE READ) [14] Klaviyo released a major AI update headlined by Composer, an agent that builds full campaigns from a single plain-language prompt. It determines audience, messaging, timing, channel, and sequence based on performance data from over 193,000 brands. The release also expanded Customer Agent with retail-specific skills across chat, SMS, email, and WhatsApp, plus new features like RCS messaging, personalized send times that showed a 35% lift in click rate, and audience optimization that scores unsubscribe risk before a campaign is sent. MKT1 BUILDATHON: MARKETING STRATEGY SKILL IN CLAUDE CODE (WEBINAR) [15] A free 1 hour live session where Emily Kramer teaches you how to build a custom marketing strategy skill using Claude Code. It's hands-on, so you'll create your own working skill and get live support. The session also introduces MKT1's MCP Server, which helps you build these skills more efficiently. 🎁 MISCELLANEOUS WHY I LOVE THE CONSTRAINTS OF EMAIL (5 MINUTE READ) [16] Email's power comes from its constraints. A narrow 600px layout, outdated HTML, and unpredictable rendering force focus on clarity, strong copy, and intentional design instead of flashy features. These limits reduce decision fatigue and spark creativity, pushing marketers to prioritize the most important message. With fewer distractions and a defined structure, emails deliver higher ROI and conversions than more technically capable channels. RAGEBAIT ME, PLS (5 MINUTE READ) [17] Ragebait dominates online culture by provoking outrage for clicks, turning extreme emotions into entertainment and social currency. It thrives on polarisation and contradiction, letting people love-to-hate and hate-to-love the same content. For younger audiences, it becomes a hyper-literate, playful way to explore culture and subvert norms, but widespread exposure breeds numbness as emotions are flattened and gamified by algorithms. The cycle rewards provocation and clarity over nuance, embedding performative outrage into everyday interaction. ⚡ QUICK LINKS 10 WAYS TO ASK FOR BUDGET (1 MINUTE READ) [18] Tactful prompts to ask for budget without being awkward. A FLOOD OF PRODUCT RECOMMENDATIONS ON INSTAGRAM AND FACEBOOK (2 MINUTE READ) [19] On Instagram, creators can now add up to 30 items per Reel through affiliate links or brand catalogs, while Facebook displays clickable purchase banners on posts and videos. OPENAI'S SORA WAS THE CREEPIEST APP ON YOUR PHONE–NOW IT'S SHUTTING DOWN (3 MINUTE READ) [20] Designed as a TikTok-style feed powered by its Sora 2 model, it drew early hype but quickly lost traction as downloads declined. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [27] & Maddi Salmon [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [30]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b1a39d82-28c9-11f1-865d-3dee128eaf66&pt=campaign&t=1774524071&s=43ee6e8083771d6aff0faf2af8422b1b6e8cfc598eea73091ba32eee2d84aa93 [4] https://www.business.reddit.com/advertise/paid-lp/speak-with-a-reddit-ads-expert-meta-copy?utm_source=TLDR&utm_medium=cpc&utm_campaign=rdt_con_tldr_prospecting_tofu_awareness_namer_us_en_all_newsletterrunq126326-customertestimonial_&utm_content=Awareness_Mix_newsletterplacement26 [5] https://www.business.reddit.com/success-stories/advertisers/lenovo-dpa?utm_source=TLDR&utm_medium=cpc&utm_campaign=rdt_con_tldr_prospecting_tofu_awareness_namer_us_en_all_newsletterrunq126326-customertestimonial_&utm_content=Awareness_Mix_newsletterplacement26 [6] https://www.business.reddit.com/success-stories/advertisers/samsung?utm_source=TLDR&utm_medium=cpc&utm_campaign=rdt_con_tldr_prospecting_tofu_awareness_namer_us_en_all_newsletterrunq126326-customertestimonial_&utm_content=Awareness_Mix_newsletterplacement26 [7] https://www.business.reddit.com/success-stories/advertisers/ibm?utm_source=TLDR&utm_medium=cpc&utm_campaign=rdt_con_tldr_prospecting_tofu_awareness_namer_us_en_all_newsletterrunq126326-customertestimonial_&utm_content=Awareness_Mix_newsletterplacement26 [8] https://business.reddithelp.com/s/article/Advertiser-credits [9] https://sparktoro.com/blog/new-research-influence-happens-everywhere-an-analysis-of-the-5000-most-visited-sites-on-the-mobile-and-desktop-web/?utm_source=tldrmarketing [10] https://nogood.io/blog/performance-marketing-trends/?utm_source=tldrmarketing [11] https://read.first1000.co/p/how-an-alarm-app-got-25-million-views?utm_source=tldrmarketing [12] https://searchengineland.com/tiktok-ad-creative-short-shelf-life-472363?utm_source=tldrmarketing [13] https://startupgtm.substack.com/p/your-head-of-growth-toolkit?utm_source=tldrmarketing [14] https://www.klaviyo.com/blog/klaviyo-ai-for-autonomous-marketing-and-customer-service?utm_source=tldrmarketing [15] https://riverside.com/webinar/registration/eyJzbHVnIjoibWt0MSIsImV2ZW50SWQiOiI2OWJhZDExZjUyOGYzZWMyMjk1MzNhMzkiLCJwcm9qZWN0SWQiOiI2OWJhZDExZTU4NjM4ZWEyNGE5MWZiYzIifQ==?utm_source=tldrmarketing [16] https://links.tldrnewsletter.com/FE8wTJ [17] https://morningfyi.substack.com/p/ragebait-me-pls?utm_source=tldrmarketing [18] https://www.linkedin.com/posts/krystenconner_here-are-10-ways-to-ask-about-budget-without-share-7442556630983962624-qKV4?utm_source=tldrmarketing [19] https://www.digitaltrends.com/social-media/you-are-about-to-see-a-flood-of-product-recommendations-on-instagram-and-facebook/?utm_source=tldrmarketing [20] https://techcrunch.com/2026/03/24/openais-sora-was-the-creepiest-app-on-your-phone-now-its-shutting-down/?utm_source=tldrmarketing [21] https://refer.tldr.tech/eb173905/5 [22] https://hub.sparklp.co/sub_dde87fb1813a/5 [23] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [24] https://jobs.ashbyhq.com/tldr.tech [25] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [26] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [27] https://www.linkedin.com/in/alikoh/ [28] https://www.linkedin.com/in/maddisalmon/ [29] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [30] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b1a39d82-28c9-11f1-865d-3dee128eaf66&pt=campaign&pv=4&spa=1774522893&t=1774524071&s=7d2f8e219792b3a3a10aa65e56c2357dc572397b054b84391f142979ed2a53da

Apple has complete access to Google's Gemini model in its own data centers. The company is able to edit the model as needed ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-03-26 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS APPLE CAN CREATE SMALLER ON-DEVICE AI MODELS FROM GOOGLE'S GEMINI (2 MINUTE READ) [9] Apple has complete access to Google's Gemini model in its own data centers. The company is able to edit the model as needed to make sure it responds to queries the way it wants, and also use the answers and reasoning information from the model to train smaller, cheaper models. The distillation process will enable Apple to create models that can run on its devices without the need to connect to the internet. Apple is still working on its own AI models, distinct from the Gemini models. META AND YOUTUBE LOSE LANDMARK SOCIAL-MEDIA ADDICTION TRIAL (8 MINUTE READ) [10] Meta and YouTube have been found negligent for operating a product that harmed kids and teens and failed to warn about those dangers. The companies have been ordered to pay $3 million to the plaintiff of the trial, with the jury saying that they should pay another $3 million in punitive damages. Both companies plan to appeal the verdict. More than 3,000 similar lawsuits against Meta, YouTube, Snapchat, and TikTok are pending in California courts. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WORLD'S FIRST ANTIMATTER DELIVERY BY TRUCK SIGNALS A 'NEW ERA' IN PHYSICS (5 MINUTE READ) [11] CERN scientists transported antiprotons on a 10-kilometer drive around the campus in a truck. Moving antimatter particles is a major challenge, as when antimatter comes into contact with matter, it annihilates and disappears in a flash of energetic particles. The scientists have found a way to trap antiprotons inside a special ion trap. This will allow them to be transferred to other, quieter facilities where they can be studied with greater precision. WE GOT AN AUDIENCE WITH THE “LUNAR VICEROY” TO TALK HOW NASA WILL BUILD A MOON BASE (6 MINUTE READ) [12] NASA Administrator Jared Isaacman jokingly referred to Carlos Garcia-Galan, the space agency's new Moon base manager, as the 'Lunar Viceroy' during the Ignition event on Tuesday. Garcia-Galan is a long-time NASA employee who has been largely anonymous in the past. He plans to focus on the most relevant things to the critical path and on removing choke points that are slowing the organization down. He says the agency has the budget to support all of the activities he has planned on and near the Moon. 💻 PROGRAMMING, DESIGN & DATA SCIENCE WHERE DOES YOUR ORG FALL ON AI KNOWLEDGE MANAGEMENT MATURITY? (SPONSOR) [13] Most teams are stuck in stage one: manually maintaining wikis nobody trusts or reads. Atlassian's new AI Maturity Curve [13] for Knowledge Management charts the path to AI-native systems that keep themselves current and surface contextual answers. Join the WEBINAR ON APRIL 16 for a walkthrough of each stage with live demos [13]. HOW ANTHROPIC'S CLAUDE THINKS (15 MINUTE READ) [14] Claude was trained on data, and it developed its own strategies, so the people who built it didn't really know how it worked. Anthropic built a set of tools to trace the actual computational steps the model takes to produce an answer. Its team traced Claude's internal computations across tasks over the course of multiple research papers published in 2025. This article reviews these papers to see what the Claude researchers found. SOFTWARE ENGINEER INTERVIEWS FOR THE AGE OF AI (8 MINUTE READ) [15] AI probably won't be able to replace engineers within the next few decades. Businesses currently still need great engineers. AI may generate plausible code, but a human still has to verify it, because people pay for reliable services. This guide shows how to hire great software engineers who get things done, sometimes with AI. 🎁 MISCELLANEOUS GOOGLE BUMPS UP Q DAY DEADLINE TO 2029, FAR SOONER THAN PREVIOUSLY THOUGHT (5 MINUTE READ) [16] Q Day is the point at which existing quantum computers can break public-key cryptography algorithms. Everyone should prepare by adopting post-quantum cryptography (PQC) algorithms. Google is now giving itself until 2029 to prepare for the event. The beta version of Android 17 will add support for developers to have PQC keys for signing their apps and verifying other software signatures. NOTES FROM THE SAAS FUNERAL (5 MINUTE READ) [17] The moat around SaaS has weakened. However, a reduction of margins is not the same as being dead. Companies are unlikely to be able to prompt their way to a full functional HR system, accounts payable platform, or enterprise CRM anytime soon. Software businesses are living systems that require maintenance, verification, security, compliance, and ongoing refinement. ⚡ QUICK LINKS MICROSOFT BUILD 2026, JUNE 2-3, SAN FRANCISCO. (#MICROSOFTPARTNER) (SPONSOR) [18] Learn from the teams building the next generation of AI with practical tools and hands-on experiences building alongside Microsoft product & engineering teams. June 2-3, San Francisco. Learn more and register today [19]. NOBODY IS COMING TO SAVE YOUR CAREER (12 MINUTE READ) [20] The only person responsible for growing your career is you. GOOGLE'S TURBOQUANT AI-COMPRESSION ALGORITHM CAN REDUCE LLM MEMORY USAGE BY 6X (4 MINUTE READ) [21] TurboQuant is a compression algorithm that reduces the memory footprint of large language models while boosting speed and maintaining accuracy. RESPONSIVE EMAILS, WRITTEN IN MARKDOWN (WEBSITE) [22] Email.md renders markdown into email-safe HTML. META CUTTING SEVERAL HUNDRED JOBS ACROSS REALITY LABS, FACEBOOK, AND OTHER DEPARTMENTS (3 MINUTE READ) [23] Some of the impacted employees are being offered new roles within Meta. FIGMA'S NEXT-GENERATION DATA CACHING PLATFORM (23 MINUTE READ) [24] FigCache is a stateless, RESP-wire-protocol proxy service that has helped Figma's caching layer achieve six nines of uptime since its rollout. ELON MUSK TEASES NEW TESLA SUV: 'WAY COOLER THAN A MINIVAN' (2 MINUTE READ) [25] The CyberSUV will be a direct competitor in the highly profitable luxury segment. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [26] Track your referrals here. [27] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [28]. Want to work at TLDR? 💼 APPLY HERE [29], CREATE YOUR OWN ROLE [30] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [31] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [32] & Stephen Flanders [33] Manage your subscriptions [34] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [35]. 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AI content can get indexed and gain early traffic fast, but it’ll fail to sustain the rankings without SEO fundamentals ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Ahrefs] [4] TLDR MARKETING 2026-03-25 FINALLY HAD ENOUGH OF GA4? AHREFS HAS AN ALTERNATIVE... AND IT'S FREE (SPONSOR) [4] It shouldn't take 5 clicks through dashboards to figure out how many visitors were on your website yesterday. Ahrefs Web Analytics [4] is the simple and free Google Analytics alternative [4]: * PRIVACY-FIRST: No cookies, no personal data. * SIMPLE: Focus on essential metrics without complexity. * LIGHTWEIGHT & FAST: ~2KB script with minimal impact on site performance * REAL-TIME: See traffic and events within ~1 minute. * TRACK VISITORS FROM AI TOOLS: ChatGPT, Gemini, Perplexity, and more * SEO + WEB ANALYTICS: Integrates with Google Search Console for keyword + traffic insights FREE for up to 1M events/month. Get started now [4] 📱 NEWS & TRENDS HOW AI-GENERATED CONTENT PERFORMS IN GOOGLE SEARCH: A 16-MONTH EXPERIMENT (6 MINUTE READ) [5] AI content can get indexed and gain early traffic fast, but it'll fail to sustain the rankings without SEO fundamentals. In this experiment, 71% of pages were indexed in 36 days and generated 122,000+ impressions, then grew to 526,000+ impressions by month 3, but only 3% of pages remained in the top 100 after that point. Around 70% of total traffic came in the first 2.5 months, then growth slowed, and visibility dropped sharply due to weak authority, lack of unique insights, and missing trust signals. Adding new AI content later increased impressions by up to 17x to 19x for older pages, but gains were short-term and did not fix the long-term ranking issues. UX WORKS THROUGH SOCIAL RELATIONSHIPS. AI TOOLS ARE ERASING THEM (4 MINUTE READ) [6] AI is eroding the social relationships that make design valuable, which leaves designers stuck cleaning up stakeholder-generated output instead of shaping strategy. Design has always balanced complexity and regularization, but AI pushes teams toward over-reliance on templates and patterns, which reduces original thinking and turns design into repetitive output. This shift replaces collective “meaning-making” with isolated production, which increases noise and slows work. The core problem is not tooling but the breakdown of relationships, since real value comes from sharing ideas, getting feedback, and discovering what is wrong early. Improving AI skills does not fix this issue because it strengthens a system that avoids listening, which leads to generic solutions and weaker outcomes. 🚀 STRATEGIES & TACTICS THE EXACT TITLE TAG FORMULAS BEHIND TOP-RANKING PAGES (2 MINUTE READ) [7] Title tags now impact visibility across search, AI tools, and link previews, not just Google. Unclear or overly creative titles reduce clicks and limit how content is surfaced by AI. Clear, intent-driven titles perform best. Focus on one keyword, stay under 60 characters, and match the page's H1. STACKED (VS SINGLE) DISCOUNTS WORK BETTER (3 MINUTE READ) [8] Stacked discounts drive higher purchase intent and engagement than a single discount of the same total value. Splitting a 25% discount into multiple parts increased shopping intent by up to 15.8% and drove 66.3% more views, 52.7% more upvotes, and 52.3% more comments across 9,000+ deals. People see stacked offers as 33.1% more unique and feel 20.7% smarter when using them. The effect is stronger when the total discount is smaller and weaker when stacking feels complex or requires too much effort. Clear and simple stacking improves results and makes customers more likely to act. SURREAL: A MASTERCLASS IN UNHINGED MARKETING (6 MINUTE READ) [9] Surreal broke into the saturated cereal market by positioning itself between sugary kids' cereals and bland health options, offering high-protein, low-sugar products wrapped in chaotic humor. The brand built a cult following on LinkedIn by targeting marketers as an amplification channel, knowing they'd share clever campaigns organically. Its paid media leans on fake celebrity billboards, absurd brand collaborations like "Dild-Os" with Lovehoney, and anti-marketing aesthetics that interrupt the patterns consumers expect from advertising. 🧑‍💻 RESOURCES & TOOLS WHY SMALL BRANDS MUST USE TV (WEBINAR) [10] This webinar, on March 25, will explain why TV is a powerful growth channel for smaller brands that have hit a plateau, showing how it can drive up to 35% more sales even with limited budgets. It covers why social media alone often fails to build awareness, how big brands benefit from scale in ways smaller brands cannot replicate, and how adding TV can unlock reach and credibility. It also explores how to combine TV with channels like CTV, podcasts, and OOH. I BUILT 5 MARKETING TOOLS WITH AHREFS FIREHOSE API PART 1 (6 MINUTE READ) [11] This guide shows how to use Ahrefs Firehose API to build tools that monitor the web in real time and trigger actions. Using lightweight scripts and daily scheduled jobs, you can track brand mentions, competitors, and keywords with precise filters like page type or domain. One example sends a daily Slack digest of mentions using custom rules. The system follows a clear pattern where Firehose captures signals, scripts process them, and results are delivered where teams work. 🎁 MISCELLANEOUS YOUR WRITER DOESN'T WANT TO BE YOUR CONTENT STRATEGIST (4 MINUTE READ) [12] Content strategy often fails when companies ask writers to own it. Writing and strategy require different skills. Writers focus on execution, while strategy defines audience and ties content to revenue. Confusing job titles lead to underqualified hires. Teams often expect one person to do everything, which creates output without direction. Companies should separate roles. Hire a strategist to build the foundation, then bring in marketers or managers to execute. CHATGPT ADS PILOT LEAVES ADVERTISERS WITHOUT PROOF OF ROI (2 MINUTE READ) [13] Early advertisers testing ChatGPT ads say the product isn't ready for performance marketing. There is no programmatic buying, minimal targeting, and almost no data to evaluate outcomes. Two agency executives confirmed they couldn't demonstrate measurable business results from their spend. OpenAI plans to roll out ads to all free and low-cost US users soon, but without proper measurement tools, the channel remains a blind bet for now. ⚡ QUICK LINKS SEO TIP: IF YOU WANT TO UNDERSTAND HOW SEARCH REALLY WORKS, READ ENGINEERING WRITE-UPS (1 MINUTE READ) [14] The way retrieval systems work explains why phrase structure, passage structure, internal context, and semantic proximity matter so much for content visibility. THE REVERSE JOB SEARCH METHOD (1 MINUTE READ) [15] Steps in searching for the people behind job posts on LinkedIn. INSTAGRAM NOW LETS YOU REARRANGE PHOTOS IN A CAROUSEL AFTER POSTING (2 MINUTE READ) [16] The feature works by tapping Edit on a post, then holding and dragging images into a new order. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=bc91c656-27ed-11f1-bc37-659900fa55c2&pt=campaign&t=1774437660&s=e47d3f150916f2c44fe7571cc9b2c492120a365097460f0bcdc9f8fa1cf3d50e [4] https://ahrefs.com/web-analytics?utm_source=tldr&utm_medium=newsletter&utm_campaign=partnerships [5] https://searchengineland.com/ai-generated-content-google-search-experiment-472234?utm_source=tldrmarketing [6] https://productpicnic.beehiiv.com/p/ux-works-through-social-relationships-ai-tools-are-erasing-them?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/kyle-morley_we-rewrote-40-title-tags-on-the-semrush-blog-share-7441810600827084800-rcdE?utm_source=tldrmarketing [8] https://app.sciencesays.com/p/stacked-vs-single-discounts-work-better?utm_source=tldrmarketing [9] https://browsermedia.agency/blog/surreal-a-masterclass-in-unhinged-marketing/?utm_source=tldrmarketing [10] https://www.behaviolabs.com/events/why-small-brands-must-use-tv?utm_source=tldrmarketing [11] https://zkami.substack.com/p/i-built-5-marketing-tools-with-ahrefs?utm_source=tldrmarketing [12] https://www.linkedin.com/pulse/your-writer-doesnt-want-content-strategist-why-you-shouldnt-densmer-ewhuc/?utm_source=tldrmarketing [13] https://searchengineland.com/openais-ad-platform-cant-tell-advertisers-if-their-money-is-working-472233?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/danielhinckley_seo-tip-if-you-want-to-understand-how-search-share-7442196421820243970-8s5m?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/adamrbroda_reverse-linkedin-job-search-adam-broda-ugcPost-7441460943454326784-YAwg?utm_source=tldrmarketing [16] https://links.tldrnewsletter.com/BGZyzd [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=bc91c656-27ed-11f1-bc37-659900fa55c2&pt=campaign&pv=4&spa=1774436491&t=1774437660&s=c836d2f7c41f82d29b2b57f8d9a24dd434a06c734986c887e881d34a5cbabdbd

Apple is testing a standalone app for Siri and an 'Ask Siri' feature. Apple has been working to transform Siri from a traditional voice assistant ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Accio] [4] TLDR 2026-03-25 FROM IDEA TO LIVE STOREFRONT IN ONE CONVERSATION (SPONSOR) [4] Launching and running a business used to take weeks of setup and constant manual work. With Accio Work [4], all you do is instruct agents who build, run, and grow it for you - They open browsers, source products, set up storefronts, write listings, and launch campaigns—automatically. Then, wake up every morning to get: ✅ A report you didn't have to write ✅ Outreach, listings, and optimizations already completed ✅ New opportunities identified—and acted on Accio [4] comes preloaded with hundreds of verified skills and business tools APIs. And it's powered by Alibaba.com's 1B+ product ecosystem. For two weeks of unlimited access to SOTA models (including Claude Opus 4.6), try Accio Work for free [4] 📱 BIG TECH & STARTUPS APPLE PLANS AI REBOOT WITH SIRI APP, NEW LOOK AND ‘ASK SIRI' BUTTON IN IOS 27 (8 MINUTE READ) [5] Apple is testing a standalone app for Siri and an 'Ask Siri' feature that will work across the company's software. Apple has been working to transform Siri from a traditional voice assistant to a systemwide AI agent with deep integration across platforms. The updated Siri will have better control features within Apple systems and be able to interact with users in a conversational format through text and voice. It is slated to be unveiled at Apple's WWDC on June 8 as part of iOS 27 and macOS 27. OPENAI SCRAPS SORA VIDEO PLATFORM MONTHS AFTER LAUNCH (4 MINUTE READ) [6] OpenAI has pulled the plug on its Sora video platform. The move is one of a number of steps the company is taking to refocus its business ahead of a potential initial public offering. OpenAI is redirecting its computing resources and top talent toward productivity tools that can be used by both enterprises and individual users. It plans to consolidate its products into one superapp to align its employees around a single vision. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ORBITAL DATA CENTERS, PART 1: THERE'S NO WAY THIS IS ECONOMICALLY VIABLE, RIGHT? (15 MINUTE READ) [7] Replicating the output of a single large terrestrial data center would require hundreds of satellites. Building things in space is enormously expensive. While there are advantages to putting data centers in space, such as the abundant energy provided by the Sun, the high costs make such a venture likely unviable. There may also be other impacts of putting data centers into space, such as crowding out the night sky, which would impact astronomers and other space-based ventures. AMAZON ACQUIRES ‘APPROACHABLE' HUMANOID MAKER FAUNA ROBOTICS (5 MINUTE READ) [8] Amazon has acquired Fauna Robotics, a startup that builds 'approachable' humanoid robots. Fauna was founded in 2024 by former Meta and Google engineers. It launched a bipedal robot earlier this year called Sprout and had signed up Disney and Boston Dynamics as early customers. The purchase of Fauna puts Amazon into the increasingly crowded humanoid robot market. 💻 PROGRAMMING, DESIGN & DATA SCIENCE EXCLUSIVE REPORT: GOOGLE'S DIRECTOR OF AI REVEALS FUTURE OF AI, LLMS, AND OBSERVABILITY ON GOOGLE CLOUD (SPONSOR) [9] Google's Director of AI, Dr. Ali Arsanjani, and Datadog's VP of Engineering, Sajid Mehmood, met with Datadog to discuss the current/future states of AI, ML, and LLMs on Google Cloud. This guide distills their top 7 insights [9] and actions for technical leaders – from upskilling teams to observability best practices. Download the eBook [9] AUTO MODE FOR CLAUDE CODE (7 MINUTE READ) [10] Auto mode for Claude Code is an alternative to --dangerously-skip-permissions. It allows Claude to make permission decisions autonomously. A separate classifier model reviews conversations before each action runs to see whether actions match intent. It blocks actions that escalate beyond the task scope or seem otherwise unsafe. Auto mode ships with an extensive set of default filters, and users can customize them further with their own rules. WHAT WE WISH WE KNEW ABOUT BUILDING AI AGENTS (9 MINUTE READ) [11] The capabilities of agents are unquestionably valuable, but sometimes an MCP server is a better fit. A harness is not a moat - context is your advantage. Set up observability and evaluation from day one, as understanding user experience is critical to building a successful agent. It doesn't matter how 'cool' your capabilities are, as solving customer problems is the goal. Building an agent is a product engineering problem that requires talking to users, shipping features they want, and iteration. 🎁 MISCELLANEOUS MY PRODIGAL BRAINCHILD (12 MINUTE READ) [12] Meta has decided to shut down its Metaverse project, which the company reportedly spent $80 billion on. The company's vision of people wearing devices on their faces all the time is unlikely to be realized. People care too much about what they look like, and there is too much social stigma against being recorded without permission. There are already hundreds of millions of people in metaverses that don't require a headset to access. AGENCY (11 MINUTE READ) [13] Agency is the ability to hold the entire development loop in your head and act on it. A high-agency person can move through the whole sequence without waiting for someone else to hand them the next step. Agency is what you call it when one person can cover the full distance. What matters is that the whole thing exists in a user's hands, and that it was driven there quickly by one person's judgment. ⚡ QUICK LINKS BUILD 2026: DEVELOPERS WELCOME. (#MICROSOFT PARTNER) (SPONSOR) [14] Skip the fluff. Pressure-test real AI systems, trade implementation details, and leave with patterns you can ship. Developer-only, hands-on Microsoft Build 2026, June 2-3. Learn more. [15] META EXECUTIVE WILL SPEARHEAD PUSH TO GET EMPLOYEES USING MORE AI (3 MINUTE READ) [16] Andrew Bosworth will oversee Meta's 'AI For Work' initiative to help drive AI adoption across the company's 78,000-person workforce. CHOOSE BORING TECHNOLOGY AND INNOVATIVE PRACTICES (2 MINUTE READ) [17] Be conservative in the software you use, but be freely innovative in how you use it. ARM RELEASES FIRST IN-HOUSE CHIP, WITH META AS DEBUT CUSTOMER (8 MINUTE READ) [18] It is unknown what the terms of agreement are, but if Arm gets even 5% of Meta's up to $135 billion of capital expenditures slated for this year, it will be a game-changer for its top line. THE CASE FOR WORRYING ABOUT AI-SPECIFIC COGNITIVE DEBT (3 MINUTE READ) [19] AI could create a shortage of engineers who can possibly understand codebases. OSSATURE (11 MINUTE READ) [20] Ossature is an open-source harness for spec-driven code generation. GRIDLAND (GITHUB REPO) [21] Gridland enables developers to build terminal apps that run in the browser. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=54b052b4-281a-11f1-8846-399d28f1f05e&pt=campaign&t=1774433915&s=1b92ff5210a90b9de71c29f57b0617482eac8e2d9640ce851105f253c6103caf [4] https://www.accio.com/work?src=p_nl_tldrtech [5] https://links.tldrnewsletter.com/RGBzi2 [6] https://links.tldrnewsletter.com/lJgn4O [7] https://arstechnica.com/space/2026/03/orbital-data-centers-part-1-theres-no-way-this-is-economically-viable-right/?utm_source=tldrnewsletter [8] https://www.cnbc.com/2026/03/24/amazon-humanoid-maker-fauna-robotics-sprout.html?utm_source=tldrnewsletter [9] https://www.datadoghq.com/resources/future-of-ai-google-cloud-ebook/?utm_source=tldrnewsletter&utm_medium=newsletter&utm_campaign=dg-coreplatform-ww-ai-google-ebook-tldr [10] https://simonwillison.net/2026/Mar/24/auto-mode-for-claude-code/#atom-everything?utm_source=tldrnewsletter [11] https://newsletter.posthog.com/p/what-we-wish-we-knew-before-building?utm_source=tldrnewsletter [12] https://nealstephenson.substack.com/p/my-prodigal-brainchild?utm_source=tldrnewsletter [13] https://links.tldrnewsletter.com/jDMTk2 [14] https://fandf.co/4t1vI0I?utm_source=tldrnewsletter [15] https://fandf.co/4t1vI0I [16] https://links.tldrnewsletter.com/74y0rF [17] https://buttondown.com/hillelwayne/archive/choose-boring-technology-and-innovative-practices/?utm_source=tldrnewsletter [18] https://www.cnbc.com/2026/03/24/arm-launches-its-own-cpu-with-meta-as-first-customer.html?utm_source=tldrnewsletter [19] https://www.natemeyvis.com/the-case-for-worrying-about-ai-specific-cognitive-debt/?utm_source=tldrnewsletter [20] https://ossature.dev/blog/introducing-ossature/?utm_source=tldrnewsletter [21] https://github.com/thoughtfulllc/gridland?utm_source=tldrnewsletter [22] https://refer.tldr.tech/420aa5da/ [23] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [24] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [25] https://jobs.ashbyhq.com/tldr.tech [26] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [27] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [28] https://twitter.com/tldrdan [29] https://twitter.com/SteveFlanders22 [30] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=54b052b4-281a-11f1-8846-399d28f1f05e&pt=campaign&pv=4&spa=1774432880&t=1774433915&s=d882757337b2f4d52bbf2f5d0aadf26613a6f2e2814c6aa2fa3f9e94ca81ffc1

Showing both publish and updated dates can hurt CTR if Google surfaces the older one. HubSpot avoids this by displaying only the updated date ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Peec] [4] TLDR MARKETING 2026-03-24 AI IS DOING TO GOOGLE WHAT GOOGLE DID TO YAHOO. IS YOUR SEARCH STRATEGY KEEPING UP? (SPONSOR) [4] Is your search strategy stuck in 2020? Peec AI [4] helps companies understand AI visibility across models, locations, and topics. Brands like ATTIO, HUGO BOSS, and N8N use it to: * See when and how they appear in AI answers * Track performance for topics like GEO and AEO * Understand sentiment and how to improve it Identify the prompts that matter. Monitor your rankings. Act before your competitors do [4]. → See your AI visibility [4] 📱 NEWS & TRENDS AI IS SQUEEZING MARKETING AGENCIES FROM BOTH SIDES (6 MINUTE READ) [5] Clients expect AI-driven cost savings to reduce their retainers, while agencies that refuse to adopt AI risk falling behind competitors and in-house teams. 53% of agency owners now see AI as a significant threat, and 66% worry that junior team members will have fewer career opportunities as AI automates the foundational tasks that once served as training grounds. Larger and more specialized agencies are faring better, while generalist shops struggle most. BIG TECH'S STRATEGY FOR SELLING AI: DOGFOODING (3 MINUTE READ) [6] Big Tech is using AI internally to sell it externally, making executives and employees the first users to signal value. At Meta, Nvidia, and Salesforce, leaders tie performance to AI usage while marketing presents this as proof that it works. Spending on AI is rising, yet productivity gains remain modest, with about 40% of adults using AI at work and saving only 2% of hours, and 9% of roles fully replaced. Companies adopt norms set by industry leaders, increasing demand, while massive investments in data centers, chips, and power push firms to justify usage and accelerate adoption. 🚀 STRATEGIES & TACTICS HOW HUBSPOT SOLVED THE TWO-DATE PROBLEM (1 MINUTE READ) [7] Showing both publish and updated dates can hurt CTR if Google surfaces the older one in search results. HubSpot avoids this by displaying only the updated date in standard format while listing the original publish timing as plain text, which Google ignores. This keeps search listings looking fresh while still giving readers context, helping maintain SEO performance. THE BACKSTORY BEHIND CLAY'S NEW PRICING MODEL (5 MINUTE READ) [8] Clay updated its pricing to reflect platform use beyond data, adding an “actions” metric alongside data credits and reducing tiers from 5 to 4. The team spent a year testing with agencies and customer segments to ensure fairness. Actions remain invisible for most users while guiding power users to upgrade. Transparent communication included videos, memos, and grandfathering legacy customers. Short-term revenue may drop 10%, but long-term upgrades are expected as action usage grows. VECTOR'S ORGANIC CONTENT STRATEGY BREAKDOWN (4 MINUTE READ) [9] Vector drives growth with a system that turns founder insights into high-volume content. The team runs biweekly interviews and uses AI trained on each founder's voice to create LinkedIn posts. Founders stay active and post consistently. Engagement is the main lever, with 58% of follower growth coming from daily comments on relevant posts. The company page focuses on employee content. A podcast built on real internal discussions fuels the strategy, influencing 80% of open opportunities and serving as source material for posts 🧑‍💻 RESOURCES & TOOLS YOUR EMAILS ARE LANDING IN SPAM MORE OFTEN THAN YOU THINK (SPONSOR) [10] If you send 100 emails today, how many actually reach the inbox? Spoiler: not many! 1 in 5 emails never hits the inbox. Warmy.io [11] improves deliverability automatically, so your emails reach the primary inbox. Reach prospects. Not spam. [11] THE SCIENCE OF HOW AI PICKS ITS SOURCES (8 MINUTE READ) [12] AI citations are concentrated among a few domains, with content breadth and structure outweighing rankings. About 30 domains capture 67% of citations, and top Google results are cited only 43.2% of the time. ChatGPT retrieves many sources but cites few, with 85% of pages never cited and 67% of cited URLs appearing only once. Longer, structured content covering multiple queries performs best, and placing key information in the first 30% of a page maximizes attention. SEARCH CONSOLE'S AVERAGE POSITION, EXPLAINED (2 MINUTE READ) [13] Average position in GSC is an aggregated metric that often misleads and offers little actionable insight, so it is usually best ignored. An overall average position of 25 means a site ranks around page 3, since Google shows about 10 organic results per page. Query-level average position is more useful because it reflects how a specific URL ranks across users, such as averaging 1.5 if it appears in position 1 for one search and 2 for another. Special elements like image packs and AI Overviews count as positions, and appearing in them can raise a URL to position 1 even if its organic ranking is lower. Reported positions can vary due to personalization, device differences, and limited visibility of features like “People also ask,” which makes exact rankings harder to verify. 🎁 MISCELLANEOUS GOODBYE TWO BY TWO. HELLO TWO BY NOTHING. A FRAMEWORK FOR BUILDING DISTINCTIVE BRANDS (4 MINUTE READ) [14] The “two by nothing” framework shows competitors fighting over dimensions like price or quality, while the brand creates a new plane where it stands alone. Airbnb illustrates this by shifting from a place to stay to a way to experience a destination or travel together, which enables more distinctive campaigns and positioning. The approach requires mapping competitors, uncovering brand and audience insights, and reframing industry assumptions into something people care about. It works even if the product is similar, since differentiation can come from values and identity rather than features. THIS REDDIT WATCHDOG CHANGED EVERYTHING BRANDS THOUGHT THEY KNEW ABOUT THE PLATFORM (5 MINUTE READ) [15] The subreddit r/companiesthatspam appeared in February to call out brands astroturfing on Reddit, quickly ranking in Google search. It was removed within a month, but the risk remains. Reddit is the top-cited domain on major AI platforms at 3.11%, ahead of YouTube and Wikipedia, so bot-driven backlash can appear in AI searches. Brands like Mint Mobile that maintain genuine community engagement outperform those using agency-run manipulation. WHAT HAPPENS WHEN A BRAND FAILS TO DELIVER ON ITS BASIC PROMISE (5 MINUTE READ) [16] FedEx's slogan, "The World on Time," sets high expectations, so any delivery failure feels like a breach. Despite a 95.3% on-time rate, PwC found 1 in 3 consumers will leave a brand after one bad experience. A recent 45-hour delay on a priority shipment shows how gaps like drivers missing store hours and poor customer service cause more reputational damage than the delay itself. Brands with high expectations need recovery processes to match. ⚡ QUICK LINKS 6 AI SEARCH RESOURCES FOR CMOS/MARKETING LEADERS (1 MINUTE READ) [17] Resources on AI user behavior, visibility tools, and citations. WHEN YOUR CULTURE BECOMES A MEME: THE ‘JARRING' EFFECT OF CHINAMAXXING (8 MINUTE READ) [18] Chinamaxxing made snippets of Chinese life go viral, with non-Chinese creators copying habits like slippers and hot water. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=764a857e-2735-11f1-9fb4-ff8a26de2327&pt=campaign&t=1774351017&s=dc8ab57a83bff959469d83d75ce1b22e7784831fd74553b1cb3efd3cb628a35e [4] https://peec.ai/?utm_source=newsletter&utm_medium=email&utm_term=marketing&utm_campaign=tldr [5] https://searchengineland.com/ai-squeezing-marketing-agencies-472189?utm_source=tldrmarketing [6] https://sherwood.news/tech/ceos-dogfooding-ai-big-tech-nvidia-meta/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/abby-gleason_seo-share-7441875941288468480-6auy?utm_source=tldrmarketing [8] https://newsletter.pricingsaas.com/p/the-backstory-behind-clays-new-pricing?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/martinuushona_vector-carousel-ugcPost-7441847228740276224-AnI5?utm_source=tldrmarketing [10] https://www.warmy.io/?fpr=tldr&utm_source=tldrmarketing [11] https://warmy.io?fpr=tldr [12] https://www.growth-memo.com/p/the-science-of-how-ai-picks-its-sources?utm_source=tldrmarketing [13] https://www.practicalecommerce.com/search-consoles-average-position-explained?utm_source=tldrmarketing [14] https://embeddedbrandstrategy.substack.com/p/goodbye-two-by-two-hello-two-by-nothing-daf?utm_source=tldrmarketing [15] https://foundationinc.co/lab/brands-guide-r-companiesthatspam?utm_source=tldrmarketing [16] https://www.adexchanger.com/data-driven-thinking/what-happens-when-a-brand-fails-to-deliver-on-its-basic-promise/?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/chris-long-marketing_if-i-were-a-cmomarketing-leader-looking-activity-7440449515070873600-TLdy?utm_source=tldrmarketing [18] https://www.theguardian.com/lifeandstyle/2026/mar/23/chinamaxxing-chinese-culture-becomes-a-meme?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=764a857e-2735-11f1-9fb4-ff8a26de2327&pt=campaign&pv=4&spa=1774350098&t=1774351017&s=d5ad7b5c7c818c6ee0e7c3761566cc950b902422d77656199faa0b5b2a0bee52

Claude can now take control of a computer to perform tasks. It can manually perform tasks by typing or moving the cursor ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Orkes] [4] TLDR 2026-03-24 TECHNICAL WEBINAR: THE 4-LAYER PRODUCTION AI STACK FOR AGENTS THAT ACTUALLY DELIVER (SPONSOR) [4] Most enterprise teams are still building agents that work in demos but fail in production. The problem isn't the model. It's the missing foundation around it. Agents built in isolation can't deliver real business outcomes without orchestration, reliability, and governance. In this webinar [4], Orkes breaks down the four layers leading engineering teams are using to take agents from prototype to production: * TOOL CONNECTIVITY WITH MCP – Turn existing APIs, microservices, and workflows into agent-ready tools without replatforming * AGENT BUILD LAYER – Rapidly design and iterate on agentic workflows * DURABLE EXECUTION – Run agents on a fault-tolerant, scalable orchestration runtime [4] * OBSERVABILITY AND GOVERNANCE – Track, audit, and control every agent decision >> SAVE YOUR SPOT FOR APRIL 16TH [4] 📱 BIG TECH & STARTUPS ANTHROPIC'S CLAUDE CAN NOW CONTROL YOUR COMPUTER (3 MINUTE READ) [5] Claude can now take control of a computer to perform tasks for Claude Pro and Claude Max users on macOS. It can manually perform tasks by typing or moving the cursor and use programs like web browsers, dev tools, and file browsers. The agent will always ask for permission before performing tasks, and users can stop the agent from performing a task at any time. Anthropic has implemented safeguards to minimize risks like prompt injections. MORE MAGIC MATH FROM OPENAI? (3 MINUTE READ) [6] OpenAI is offering 17.5% guaranteed returns to private equity firms. It is likely offering the deal because the company needs money, and private equity is the last large pool of capital it can tap. No healthy business needs to offer the terms that OpenAI is offering. The need for cash is real. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ALPHABET'S DRONE DELIVERY STARTUP, WING, EXPANDS SERVICE TO THE BAY AREA (1 MINUTE READ) [7] Wing is bringing its ultra-fast residential drone delivery service to the Bay Area. The company currently operates in limited areas of Atlanta, Charlotte, Houston, and Dallas-Fort Worth. It has completed more than 750,000 deliveries. Users can get drone delivery through eligible apps like Walmart and DoorDash, as well as Wing's own marketplace. DESIGNING AI FOR DISRUPTIVE SCIENCE (27 MINUTE READ) [8] There is hope that, if we build systems with much stronger general reasoning, discovery will follow as a near-automatic consequence, but there is no guarantee that this will happen. Many technologies have promised radical scientific acceleration yet failed to do so. For example, the Internet has made it much easier to search and collaborate, but revolution has not largely emerged at scale, mostly because of deeper inefficiencies in how science is organized. There is even evidence that online journals narrow what researchers read and cite, potentially accelerating consensus instead of expanding the space of ideas explored. 💻 PROGRAMMING, DESIGN & DATA SCIENCE RAW MEETING NOTES + GRANOLA = AWESOME, RICH CONTEXT. NO AWKWARD MEETING BOT REQUIRED (SPONSOR) [9] Ever notice how AI transcription bots miss the big picture? Granola [10] takes your raw meeting notes and enriches them so you get the information you actually need from each call. REPLIT, VERCEL, and POSTHOG use it to auto-create pitches, standups, and strategy docs. TLDR readers get 1 month free with code: TLDR1MO [10] CQ: STACK OVERFLOW FOR AGENTS (5 MINUTE READ) [11] cq is a way for agents to share the useful knowledge they have locally for the benefit of other agents. It allows agents to share knowledge, with other agents confirming what works and flagging what's gone stale. This stops agents from wasting tokens on what doesn't work. The more knowledge the agents share, the better they all get. HOW WE MADE RAMP SHEETS SELF-MAINTAINING (9 MINUTE READ) [12] Ramp built an agentic system to maintain Ramp Sheets that continuously monitors production, triages alerts, and proposes fixes without human intervention. All code still requires engineer review before it is merged. This article explains how the team built the system. Strong observability and QA means fewer bugs, less downtime, and a better experience for Ramp customers, and agents make exhaustive monitoring feasible at a production scale. 🎁 MISCELLANEOUS THERE ARE ONLY TWO PATHS LEFT FOR SOFTWARE (13 MINUTE READ) [13] Public markets are saying that software is not as valuable as it used to be. CEOs need to either accelerate revenue growth by 10+ percentage points, year over year, through genuinely new AI-native products over the course of the next 12-18 months, or rebuild their companies to 40%+ true operating margins, including stock-based compensation. By the end of next year, everything between those paths of high growth and high profits will look like no-man's land. CEOs today need clear initiatives to drive toward one of these outcomes. HOW NVIDIA KEEPS ITS IRON GRIP ON THE AI BOOM (14 MINUTE READ) [14] Nvidia generates more profit than almost any other public company on the planet, thanks to the astronomical demand for its chips prompted by the global AI boom. It has used its funds to become the industry's most powerful financier. The company's deals have grown the broader AI ecosystem by providing the crucial financing backing for companies crushed by the high costs of building the technology. It also keeps customers hooked on Nvidia's products and steers them away from rival chipmakers. ⚡ QUICK LINKS TRY LIGHTFIELD THE CRM THAT CAPTURES EVERY CALL AND EMAIL AUTOMATICALLY, FOR 3 MONTHS - FREE (SPONSOR) [15] Ask any question about your customers and get cited answers from real conversations. No data entry required. Use code TLDRTQL23 for 3 months free [15]. THE BROKEN ECONOMICS OF DATABASES (14 MINUTE READ) [16] Database vendors have incentives that push them away from simplicity and toward defensibility, which results in products that get worse over time. AUTORESEARCH ON AN OLD RESEARCH IDEA (7 MINUTE READ) [17] Autoresearch is effective when the search space is clearly defined, but it falls apart when entering into unknown territory. MARKDOWN ATE THE WORLD (13 MINUTE READ) [18] Markdown is easy to write and produces an output that is consumable in a universal and highly performant way that requires nothing except access to a web browser. MAKE SMARTER APPLICATION DECISIONS WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [19] Stop guessing what to modernize. This playbook from Microsoft's Azure Copilot Migration Agent team gives you strategies to decide what to re-platform, refactor, and what to leave as is. Try it yourself–download a copy today. [20] ARROWJS (WEBSITE) [21] ArrowJS is a fast, type-safe UI framework for the agentic era with zero dependencies. AUTO-DREAM (1 MINUTE READ) [22] Claude Code has a new feature called Auto-dream that basically runs a sub-agent periodically to consolidate Claude's memory files for better long-term storage. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. 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Facebook Reels performance is driven by early hooks and format. Videos with speech in the first 3 seconds see +24.7% higher 10-second retention ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-03-23 SAVE HOURS ON PROMPT ENGINEERING WITH SPROUT SOCIAL'S 70+ BATTLE-TESTED AI PROMPTS (SPONSOR) [4] Spending your mornings tweaking AI tools to get the results your brand needs? Looking for something beyond "caption this image" prompts? Sprout Social's AI Prompt Library [5] covers 70+ free, professional-grade prompts across 9 mission-critical pillars. Topics include: 📋 Campaign planning and social strategy ✍️ Brand-aligned content drafting and rewriting 🔍 Performance analysis and insight generation 💬 Community management, response and crisis scenarios The right prompt makes all the difference. But you don't have to reinvent the wheel. Get better results from LLMs [5] and scale the impact of your social media activity. >> Access the prompt library (Free) [6] 📱 NEWS & TRENDS YET ANOTHER GLOBAL STUDY SAYS INSTAGRAM AND TIKTOK ARE BAD FOR YOUR MENTAL HEALTH (2 MINUTE READ) [7] A new global study tied to the World Happiness Report 2026 finds that algorithm-driven platforms are more strongly associated with poorer mental health than communication-focused apps like WhatsApp and Facebook. The distinction is how people use social media rather than how much, with passive scrolling and curated content linked to lower life satisfaction, while direct interaction shows neutral or positive effects. The impact is strongest among younger users, particularly teenage girls, where heavy daily use correlated with significantly lower happiness levels. WHAT KEEPS VIEWERS WATCHING FACEBOOK REELS? (4 MINUTE READ) [8] Facebook Reels performance is driven by early hooks and format, not trends. Videos with speech in the first 3 seconds see +24.7% higher 10-second retention and +5.6% more engagement than music-only content. Vertical videos boost reach by +20.9% and 30-second retention by +38.5%. Showing a person early increases short-term retention by +10.1%. For very short clips, seamless loops lift replays by +18.7% and reach by +23.6%. Prioritize voice, human presence, and vertical format to keep viewers watching. 🚀 STRATEGIES & TACTICS RETENTION TEAR SHEET (2 MINUTE READ) [9] Start small by focusing on one high-dropoff point, like onboarding or re-engagement, and build a targeted program around it. Work closely with customer success to understand real user pain points, and track behavior that signals progress like activation or feature use, not just email metrics. Repurpose existing content instead of adding tools, and formally define lifecycle as a function so it can be owned and measured. Tie your first program directly to a revenue metric like activation, churn, or expansion to prove impact before scaling. THREAD WALLETS MARKETING BREAKDOWN (3 MINUTE READ) [10] Thread Wallets grew by turning a basic product into a personality-driven accessory and validating demand before scaling. It proved demand early through Kickstarter, where its second campaign raised $35,000 against a $5,000 goal. The company scaled fast by using micro influencers, campus distribution, and Facebook Marketplace ads, which drove a 41% increase in return on ad spend. It focused on a clear audience, which ended up being about 90% female, and used customer data to guide decisions and avoid wasted effort. 🧑‍💻 RESOURCES & TOOLS ALREADY RUNNING FB ADS? ADD TLDR TO YOUR MEDIA MIX. (SPONSOR) [11] TLDR reaches the technical decision makers who actually convert. MLOps Community found Meta drove 2x more registrations, but fewer actual attendees than TLDR. See how TLDR compares to Meta. [12] SYNTHETIC USERS FOR PRODUCT DISCOVERY: WHAT PEOPLE MISS (WEBINAR) [13] Most attempts at synthetic user research produce plausible-sounding nonsense due to poor setups or wrong use cases. Caitlin Sullivan, former Head of UXR at Spotify, will talk about how to use synthetic users in research at this event, which will take place on March 26 at 9:30 AM ET. The session will cover what you need to know before you waste time on bad outputs. HOW TO BUILD YOUR MARKETING STRATEGY IN CLAUDE (13 MINUTE READ) [14] Most marketers get weak results from AI because their strategy is unclear or disconnected from daily work. This article shows how to fix this by building a central /marketing-strategy skill in Claude that acts as a living strategy document used in every task. It outlines 7 exercises, like ICP prioritization, positioning, and revenue levers, to create a structured and usable strategy. Teams should use this skill daily for briefs, content reviews, and prioritization so work aligns with core goals instead of random execution. Storing and updating the skill in GitHub keeps it consistent across the team and ensures strategy evolves with the business. 🎁 MISCELLANEOUS THE FUTURE OF CONTENT BELONGS TO THE TASTEMAKERS (5 MINUTE READ) [15] As content becomes a commodity, leading brands treat editorial judgment as a strategic asset, not a volume play. Publishing more can mask declining interest until it's too late, as audiences disengage over time. 74% of consumers abandon purchases when overwhelmed, a pattern that applies to content. The advantage comes from scaling taste through curated reference sets and experienced editors who decide what's worth sharing. THE INTERNET RUINED CUSTOMER SERVICE. AI COULD SAVE IT (9 MINUTE READ) [16] The internet scaled commerce but weakened customer service, turning people into tickets. Concierge-level care stayed limited to luxury brands because it's expensive. AI changes that by making always-on attention cheap and scalable. Companies can now offer high-touch service to everyone. Customer service shifts from a cost center to a driver of loyalty and revenue. ⚡ QUICK LINKS WALMART SAYS CHATGPT CHECKOUT CONVERTED 3X WORSE THAN ITS OWN WEBSITE (2 MINUTE READ) [17] Walmart saw in-chat purchases convert at about one-third the rate of its website. GOOGLE SEARCH TEST REPLACES HEADLINES AND WEBSITE TITLES WITH AI (2 MINUTE READ) [18] Google is testing AI-rewritten search headlines, raising concerns about publisher impact. EVERYONE HATES ADS ON SOCIAL MEDIA. OR DO THEY? (4 MINUTE READ) [19] Social media ads aren't as disruptive or as disliked as people think. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ae8d3500-2693-11f1-8dc1-2f061110e8df&pt=campaign&t=1774265215&s=a7966de2d2f0317e819fc67ff2664ad550814f76147332b69b6c1f255af5101c [4] https://sproutsocial.com/insights/templates/social-media-ai-prompts/?utm_source=tldr&utm_medium=cpc&utm_campaign=tldr-nl-2026_consideration__2026_campaign&utm_content=tldr-nl-2026_consideration-mar-23-ai-prompt-library&utm_term=headline [5] https://sproutsocial.com/insights/templates/social-media-ai-prompts/?utm_source=tldr&utm_medium=cpc&utm_campaign=tldr-nl-2026_consideration__2026_campaign&utm_content=tldr-nl-2026_consideration-mar-23-ai-prompt-library&utm_term=body [6] https://sproutsocial.com/insights/templates/social-media-ai-prompts/?utm_source=tldr&utm_medium=cpc&utm_campaign=tldr-nl-2026_consideration__2026_campaign&utm_content=tldr-nl-2026_consideration-mar-23-ai-prompt-library&utm_term=cta [7] https://www.digitaltrends.com/social-media/yet-another-global-study-says-instagram-and-tiktok-are-bad-for-your-mental-health/?utm_source=tldrmarketing [8] https://emplifi.io/resources/facebook-reels-data/?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/jacalynbeales_grab-this-quick-retention-tear-sheet-ugcPost-7440390080063528960-5W1i?utm_source=tldrmarketing [10] https://www.marketergems.com/p/thread-wallets-guerrilla-marketing-dtc-brand-growth-hacks?utm_source=tldrmarketing [11] https://advertise.tldr.tech/comparison/meta-ads-vs-tldr/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary03162026 [12] https://advertise.tldr.tech/comparison/meta-ads-vs-tldr/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary03202026 [13] https://maven.com/p/a1c760/synthetic-users-for-product-discovery-what-people-miss?utm_source=tldrmarketing [14] https://newsletter.mkt1.co/p/build-marketing-strategy-skill-in-claude-code?utm_source=tldrmarketing [15] https://contently.com/2026/03/20/the-future-of-content-belongs-to-the-tastemakers/?utm_source=tldrmarketing [16] https://a16z.com/the-internet-ruined-customer-service-ai-could-save-it/?utm_source=tldrmarketing [17] https://martech.org/walmart-says-chatgpt-checkout-converted-3x-worse-than-its-own-website/?utm_source=tldrmarketing [18] https://9to5google.com/2026/03/21/google-search-test-replaces-headlines-and-website-titles-with-ai/?utm_source=tldrmarketing [19] https://insight.kellogg.northwestern.edu/article/everyone-hates-ads-on-social-media-or-do-they?utm_source=tldrmarketing [20] https://refer.tldr.tech/eb173905/5 [21] https://hub.sparklp.co/sub_dde87fb1813a/5 [22] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://www.linkedin.com/in/alikoh/ [27] https://www.linkedin.com/in/maddisalmon/ [28] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ae8d3500-2693-11f1-8dc1-2f061110e8df&pt=campaign&pv=4&spa=1774263713&t=1774265215&s=e178eecaf758a5831317e2b6a741f39e206279c8666be92ea2f0e23dd8718e48

Mark Zuckerberg is building a CEO agent to help him do his job. He envisions a future where everyone in the world eventually has their own AI agents ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-03-23 NPX WORKOS: FROM AUTH INTEGRATION TO ENVIRONMENT MANAGEMENT, ZERO CLICKOPS (SPONSOR) [4] npx workos launches an AI agent, powered by Claude [5], that reads your project, detects your framework, and writes a complete auth integration into your codebase. No signup required. It creates an environment, populates your keys, and you claim your account later when you're ready. But the CLI goes way beyond installation. [6] WorkOS Skills make your coding agent a WorkOS expert. workos seed defines your environment as code. workos doctor finds and fixes misconfigurations. And once you're authenticated, your agent can manage users, orgs, and environments directly from the terminal. No more ClickOps. See how it works → [4] 📱 BIG TECH & STARTUPS MARK ZUCKERBERG IS BUILDING AN AI AGENT TO HELP HIM BE CEO (3 MINUTE READ) [7] Mark Zuckerberg is building a CEO agent to help him do his job. He envisions a future where everyone in the world eventually has their own personal AI agents. His agent is currently helping him get information faster. The use of AI tools has spread quickly through Meta, in part because it is now a factor in employees' performance reviews. The company holds AI tutorial meetings several times a week and hosts frequent AI hackathons. AMAZON IS REPORTEDLY DEVELOPING AN AI-CENTRIC SMARTPHONE (2 MINUTE READ) [8] Amazon is developing a new smartphone built around its own services. Codenamed Transformer, the phone will make it easy to shop via Amazon and partners and stream content from Prime Video and Prime Music. Transformer will drive usage of Amazon's AI products and may use AI in lieu of app stores. Like any product in development, the project could be canceled over finances or a change in strategy. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY TESLA, SPACEX PLAN TO BUILD NEW CHIP FACTORY IN TEXAS (2 MINUTE READ) [9] Tesla and SpaceX will team up to build a massive new chip factory in Austin, Texas, to support Elon Musk's plans for AI, robots, and human settlements in space. The Terafab facility will make the chips Tesla will use in its vehicles and Optimus humanoid robots, and chips optimized for use in space. It will be stocked with equipment that will allow the company to run a quick feedback loop and a super-high production rate. Taking on a chip fab is a big undertaking, as the facilities are expensive to build and can take years to fully develop. AI MULTIPLIES FOR DRUG DISCOVERY (5 MINUTE READ) [10] DeepMind restricted AlphaFold 3 on its launch, forbidding the use of the publicly accessible version for drug discovery. This resulted in criticism from the scientific community - but it also spawned many variants and advances. This article looks at some of the breakthroughs that came about due to restrictions in AlphaFold 3. The hybrid architectures built into AlphaFold-like engines may prove to be the path to more streamlined and accurate methods for drug discovery. 💻 PROGRAMMING, DESIGN & DATA SCIENCE IS YOUR PAYMENTS PROVIDER SCALING WITH YOU, OR AGAINST YOU? (SPONSOR) [11] Managing spend? Driving loyalty? Expanding globally? Your customers won't compromise on a reliable experience - and you shouldn't compromise on scale or flexiblity. Marqeta gives you the best of both [11]. Choose a payments partner that helps you deliver bigger _AND_ better. See what's possible. [11] HOW TO DO AI-ASSISTED ENGINEERING (40 MINUTE READ) [12] This post contains advice on AI-assisted engineering based on real-world experiences from 15 experienced engineers and engineering leaders. The contributors come from a variety of backgrounds and a range of company sizes. They include Brian Jenney, Senior Software Engineer at Coupa; Sam Williams, Head of Product Engineering at Pronetx; Owain Lewis, Founder of Gradientwork; and Florijan Klezin, Data Engineer at Samotics. The post is aimed at improving AI-assisted engineering workflows. THE VISUAL SHIFT: WHY WORDS ARE LOSING (7 MINUTE READ) [13] The logic that words force clearer thinking than visual artifacts is outdated, as the production cost of images is now significantly lower. Creating visuals is now easier and faster than writing text. Communication keeps moving towards formats that match how the brain naturally receives and stores information. The future of communication will look like a canvas. While language will remain the right tool for precision and nuance, the primary interface for sharing ideas, leading teams, and moving fast will be visuals. 🎁 MISCELLANEOUS APPLE'S HEIR APPARENT STEPS INTO THE SPOTLIGHT (18 MINUTE READ) [14] Tim Cook, who has run Apple since 2011, probably doesn't expect to stay as CEO for another 15 years. He hasn't indicated any imminent transition, but he has made it clear he wants his heir to come from within the company so he can serve as a mentor. The leading candidate is John Ternus, senior vice-president for hardware engineering. Ternus is younger than many of the company's other senior leaders, meaning he could be in the position longer. He is well-liked among Apple's leadership and has won the support of multiple members of senior staff. SNOWFLAKE JUST CONFIRMED "TARGETED WORKFORCE REDUCTIONS" IN THEIR TECHNICAL WRITING AND DOCUMENTATION TEAMS (1 MINUTE READ) [15] Snowflake is reportedly reducing its workforce by about 400 people. The company has been screen recording every documentation session for 8 months, building training datasets from its senior technical writers' workflows. It made its senior writers spend their final six weeks transferring knowledge to the AI system. Snowflake claims documentation quality hasn't dropped. Management is celebrating 300% efficiency gains from the new AI documentation pipeline. ⚡ QUICK LINKS ARCHITECT ONCE OR REBUILD TWICE (SPONSOR) [16] On March 26, CData is hosting a panel of AI engineering leaders from Anysoft, TheNoah.ai, and Euphonic AI, sharing lessons learned on scaling AI in production. Learn how to architect for scale [16] WHY YOUR NEXT MOBILE APP IS PROBABLY HEADLESS (4 MINUTE READ) [17] 'Headless' means that users will no longer be required to use the company's app or site to finish tasks. OZEMPIC IS ABOUT TO GO GENERIC FOR BILLIONS OF PEOPLE (14 MINUTE READ) [18] Novo Nordisk has lost patent protection in several countries (excluding the US and Europe) for the weight loss drug sold as Ozempic and Wegovy, which means generic versions will start popping up in the coming months. AN EXCLUSIVE TOUR OF AMAZON'S TRAINIUM LAB, THE CHIP THAT'S WON OVER ANTHROPIC, OPENAI, EVEN APPLE (13 MINUTE READ) [19] AWS is the exclusive provider of OpenAI's new AI agent builder, Frontier, which could become an important part of the model maker's business if agents become as big as the industry predicts. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [20] As the first engineer on TLDR's new Applied AI team, you'll build AI agents to automate end-to-end workflows and lead our context engineering project to allow non-technical teammates create their own AI workflows. Learn more [21]. EXACTLY WHY AND HOW AI WILL REPLACE KNOWLEDGE WORK (37 MINUTE READ) [22] AI will allow humans to realize ideas without having to deal with work that feels like a grind. THE FUTURE OF WORK IS WORLD MODELS (10 MINUTE READ) [23] World models are engines that know the rules, track the state, understand, and predict consequences. AGAINST THE COASEAN SINGULARITY (12 MINUTE READ) [24] Companies no longer have a reason to exist because agents can run the economy. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Fishwife treats social media as an expression of constant brand momentum, maintaining at least one major announcement per month ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Voices] [4] TLDR MARKETING 2026-03-20 TOP BRAND TEAMS KNOW THE SECRET TO STANDOUT VOICE AI. DO YOU? (SPONSOR) [4] The brands making their mark with voice AI treat it like a core identity asset, with the same rigor of logo design and the priority of a product launch. Amplified 2026 [4], Voices' Annual State of Voice Report, shows exactly how they're doing it: insights from 700 enterprise leaders and consumers [4], four defining trends, and the clearest picture yet of where voice AI is headed and what leaders need to do to lock in their brand voice. Don't be the last marketer to read this → [4] 📱 NEWS & TRENDS FUTURE MARKETING TEAMS WILL LIVE IN GITHUB (3 MINUTE READ) [5] Marketing teams will centralize work in GitHub to move faster and reduce chaos from scattered tools. It replaces fragmented systems like docs and analytics platforms by storing all files, history, and updates in one repo. This setup lets teams track every change, access real time business context, and avoid time lost searching for information. Pairing it with AI tools like Claude Code allows instant analysis across files and faster campaign creation. Small teams under 5 people and large teams over 100 people can improve output speed by up to 10x through better organization and shared context. WHY THE ERA OF THE MADISON AVENUE HOLDING COMPANY IS ON ITS WAY OUT (4 MINUTE READ) [6] The advertising holding company model is being dismantled across Madison Avenue, with WPP reorganizing into four operating divisions and competitors pursuing similar consolidation. Publicis Groupe is the furthest along, having spent 10 years integrating its agencies into a single company and delivering 5.9% organic growth in Q4 2025. Analysts note the shift is driven by both Wall Street pressure and preparation for AI, as firms move toward platform and subscription-based revenue rather than traditional time-and-materials billing. 🚀 STRATEGIES & TACTICS HOW FISHWIFE BUILDS MOMENTUM THROUGH NEWNESS (8 MINUTE READ) [7] Fishwife treats social media as an expression of constant brand momentum, maintaining at least one major announcement per month and dedicating roughly 75% of the brand marketing manager's time to planning newness. When the sardine health trend took off online in early 2026, retail unit velocities tripled and DTC sales doubled compared to the previous quarter. The team invests in creators who are already part of the Fishwife community rather than running broad discovery campaigns, and spent almost nothing on influencer marketing until about 18 months ago. 5 OF MY FAVORITE NEW RETENTION TECHNIQUES THAT YOU MAY NOT HAVE TRIED (6 MINUTE READ) [8] Retention improves when companies reduce friction and give users flexible ways to stay engaged and pay. A downgrade option like a $5 Lite plan captured about 10% of churn attempts and improved long-term retention even though short term revenue dropped. In-product alerts for failed payments increased recovery by 50% and lifted successful payment updates from about 20% to over 30%. Daily free credits and credit rollovers kept users active and reduced churn by maintaining perceived value and encouraging return usage. Adding top-ups improved overall retention by 7% and showed that better monetization fit leads to stronger user loyalty over time. 2 WAYS TO START USING CLAUDE SKILLS (2 MINUTE READ) [9] Start by building a reference library from product docs, case studies, sales demos, and CSM transcripts. Train Claude on this library along with tone and ICP to create skills like ad copy, headline, creative brief, and cold outbound email generators. Next, gather and enrich company and persona data with Clay and Apollo. Have Claude analyze ICP tiers for both accounts and personas, then feed those insights back into the skills. This setup allows personalized campaigns and outbound sequences for every audience and account type. 🧑‍💻 RESOURCES & TOOLS ONBOARDING WEEKLY REPORT WITH CLAUDE (1 MINUTE READ) [10] This post shows how an automated report built with Claude Cowork can deliver a full onboarding performance breakdown to Google Drive each week. The report covers trends, issue detection, and audience insights, saving time and improving visibility. Key features include a weekly snapshot highlighting important metrics and a signup profile showing team size and industry mix. A setup guide and plug-and-play template are available, with the link provided in the comments. HOW LINKEDIN IS HELPING B2B MARKETERS REACH AUDIENCES AT SCALE WITH CREATORS AND VIDEO (3 MINUTE READ) [11] LinkedIn is helping B2B marketers scale influence with video through Top Voices 360 sponsorships, enhanced BrandLink features, and flexible CTV buying. Brands can sponsor content across shows, co-branded posts, and events. BrandLink expands reach to 40+ publishers, simplifies campaign setup, and streamlines payments via Stripe. Flexible CTV buying through The Trade Desk offers programmatic options. Video and creator campaigns drive results, with 82% of marketers citing ROI, 81% noting faster sales cycles, and 56% of buyers relying on creator input to finalize decisions. 🎁 MISCELLANEOUS NOTHING GOES VIRAL BY ACCIDENT (6 MINUTE READ) [12] Virality is often manufactured through tactics like clipping, which helped Braden Peters generate over 1B views in a month from 34,667 videos and 645 clippers. Clipping acts as a paid distribution engine, and it is now standard practice for creators and brands that want scale. Marketing is shifting toward extreme segmentation and personalization, as AI lowers production costs from about $100,000 for ad variants to near zero and enables highly tailored content for micro-audiences. This shift improves ad ROI and relevance, but it also increases content volume and competition for attention. Brands must balance this noise with a clear narrative, since fragmented messaging weakens positioning while consistent storytelling strengthens it across channels. WHY BRANDS RISK LOSING ‘BRILLIANT LEADERS' BY FAILING TO VALUE PARENTS (5 MINUTE READ) [13] Parents in marketing develop stronger time management and leadership skills. 83% of mothers report improved multitasking and around 70% of fathers cite increased empathy. However, many companies fail to recognize this value. Nearly 45% of working mothers say their career progression has been impacted, pushing many toward flexible or independent work. Companies that overlook these contributions risk losing high potential leaders. ⚡ QUICK LINKS HOW TO DO PRODUCT MARKETING BASED ON BUSINESS GOALS (2 MINUTE READ) [14] PMMs should align every initiative to core business goals and clearly explain the ‘why' before jumping into tactics. TUBI JOINS FORCES WITH POPULAR TIKTOKERS TO CREATE ORIGINAL STREAMING CONTENT (2 MINUTE READ) [15] Tubi has launched a "Creatorverse Incubator" in partnership with TikTok, giving selected creators support and potential funding to develop original series. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c74b7aa6-2414-11f1-b4fe-83a884136b4b&pt=campaign&t=1774005639&s=d406b80a97a87538ebf938090b1c1836824945b3791c6df10ce6c19e8100ad27 [4] https://www.voices.com/landing/amplified-report?utm_source=tldr_marketing&utm_medium=paid&utm_campaign=amplified_report [5] https://jon4growth.substack.com/p/future-marketing-teams-will-live?utm_source=tldrmarketing [6] https://www.marketingbrew.com/stories/2026/03/19/the-tide-has-turned-why-the-era-of-the-madison-avenue-holding-company-is-on-its-way-out?utm_source=tldrmarketing [7] https://www.milkkarten.net/p/fishwife-social-media-strategy?utm_source=tldrmarketing [8] https://www.elenaverna.com/p/5-of-my-favorite-new-retention-techniques?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/jasonwidup_most-marketers-i-talk-to-arent-sure-how-share-7439672606582067200-EPLh?utm_source=tldrmarketing [10] https://www.linkedin.com/posts/jessemiano_if-youre-a-lifecycle-marketer-theres-a-share-7439353550440296448-SAPa?utm_source=tldrmarketing [11] https://news.linkedin.com/2026/how-linkedin-is-helping-b2b-marketers-reach-audiences-at-scale-w?utm_source=tldrmarketing [12] https://www.digitalnative.tech/p/nothing-goes-viral-by-accident?utm_source=tldrmarketing [13] https://www.marketingweek.com/value-skillset-parents/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/tamaragrominsky_if-you-cant-explain-why-youre-doing-something-share-7439973604974440448-1ZCC?utm_source=tldrmarketing [15] https://techcrunch.com/2026/03/19/tubi-joins-forces-with-popular-tiktokers-to-create-original-streaming-content/?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=c74b7aa6-2414-11f1-b4fe-83a884136b4b&pt=campaign&pv=4&spa=1774004503&t=1774005639&s=1d9cf4ec8fad2006ab49d5dd0d6d72d1676422706a025def7565f74ba9c35aaa

Jeff Bezos is in early talks to raise $100 billion for a new fund that would buy up manufacturing companies and use AI technology ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Lightfield] [4] TLDR 2026-03-20 MOST CRMS ARE GLORIFIED SPREADSHEETS FOR SALES DATA. LIGHTFIELD PUTS YOUR DATA TO USE (SPONSOR) [4] "Why is our win rate decreasing?" -- Cue manual data export and three hours of analysis. "What do our best customers have in common?" -- Impossible to tell. "Create a proposal that will help us close this deal." -- Open ChatGPT, lose context. What if your CRM knew the answers? Lightfield [4] is the AI-native CRM [4] that helps you get work done. It crunches data, updates fields, and drafts follow-ups - at the speed of prompting. Try the only CRM built to automate the worst parts of CRM. Use code TLDRTP13 to claim three free months [4] (4 minute setup time) 📱 BIG TECH & STARTUPS JEFF BEZOS IN TALKS TO RAISE $100 BILLION FOR AI MANUFACTURING FUND (4 MINUTE READ) [5] Jeff Bezos is in early talks to raise $100 billion for a new fund that would buy up manufacturing companies and use AI technology to accelerate their path to automation. The fund will aim to buy companies in major industrial sectors, including chipmaking, defense, and aerospace. Bezos is meeting up with some of the world's largest asset managers to raise funding for the project. He has traveled to the Middle East and Singapore to discuss the fund with investors. OPENAI PLANS LAUNCH OF DESKTOP ‘SUPERAPP' TO REFOCUS, SIMPLIFY USER EXPERIENCE (3 MINUTE READ) [6] OpenAI plans to unify its ChatGPT app, Codex, and browser into a desktop superapp to simplify the user experience. The superapp will feature agentic AI capabilities that can work autonomously on users' computers to carry out a variety of tasks. Focusing on the superapp will enable OpenAI's teams to work closer together as it focuses its efforts around improving one central product. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY PARDONED FOR FRAUD, A CEO MOUNTS HIS COMEBACK: ‘WE CAN TRUST YOU NOW' (22 MINUTE READ) [7] Trevor Milton was convicted of defrauding Nikola investors in 2022. He faced a four-year prison term, but Trump signed an unconditional pardon. Milton, along with his wife, had donated at least $3.2 million to Trump's 2024 election and to political groups and people in Trump's orbit. He is now raising funds for a new jet he claims will transform flying. DOGFIGHTING IN SPACE WON'T LOOK LIKE THE MOVIES, BUT THIS COMPANY WANTS IN ON IT (12 MINUTE READ) [8] A startup called True Anomaly has created a war-ready satellite platform designed for mass production. The Jackal spacecraft is designed for agility and maneuverability and could be used for orbital combat. About the size of a refrigerator, the Jackal is essentially a flying fuel tank with room for thrusters and sensors that can rapidly turn, approach, and surveil other objects in orbit. True Anomaly seems well-positioned to win a contract for the Space Force's upcoming RG-XX program. 💻 PROGRAMMING, DESIGN & DATA SCIENCE UNBLOCKED: CONTEXT THAT SAVES YOU TIME AND TOKENS (SPONSOR) [9] Stop babysitting your coding agents. Unblocked [10] gives them the organizational knowledge to generate mergeable code. It pulls context from across your engineering stack, resolves conflicts, and cuts the rework cycle by delivering only what agents need for the task at hand. See how Unblocked works. [9] INTRODUCING COMPOSER 2 (3 MINUTE READ) [11] Composer 2 is now available in Cursor. It is frontier-level in coding, delivering large improvements on all measured benchmarks. The standard model is priced at $0.50/M input and $2.50/M output tokens. A faster variant, which has the same intelligence, will be priced at $1.50/M input and $7.50/M output tokens. The faster variant will be the default option in Cursor. READ LESS, STEER MORE (3 MINUTE READ) [12] Don't treat AI output as code to read. If something doesn't work, just ask AI to rewrite the code exactly to the specifications. AI should be treated like a fast typist that is carrying out your will. If you know how you want something to look, make the AI do it the way you want - don't accommodate the AI. 🎁 MISCELLANEOUS CHINA IS MOBILIZING THOUSANDS OF ONE-PERSON AI STARTUPS (5 MINUTE READ) [13] Chinese cities are offering free apartments to attract 'one-person companies'. The plan also involves converting idle data centers into incubators to help grow the AI industry. Solo founders also receive free office space, discounted computing power, and special loans to build AI applications. While Silicon Valley's AI boom is being driven by venture capital funds, China is leaning on government policy and funding to mobilize participation from both industries and individuals. THE DISPLACEMENT OF COGNITIVE LABOR AND WHAT COMES AFTER (23 MINUTE READ) [14] AI will eventually exceed human capability across most cognitive domains. It is already able to make engineers significantly more productive. Intelligence is now a commodity on tap. This post looks at the impacts of labor that harnessing intelligence will have. It covers AI's impacts on the job market, governance and geopolitics, and human nature. ⚡ QUICK LINKS GOOGLE CLOUD X NVIDIA: KAGGLE COMPETITION (SPONSOR) [15] To enable the community to get hands-on with NVIDIA Nemotron on Google Cloud, join the NVIDIA Nemotron model reasoning challenge on Kaggle [16], powered by G4 VMs! WORLD MODELS: COMPUTING THE UNCOMPUTABLE (112 MINUTE READ) [17] This is a comprehensive guide that covers the history, theory, progress, and potential of World models. WE NEED TO TALK ABOUT AGENTS (22 MINUTE READ) [18] When everything becomes an 'agent,' it's nearly impossible for buyers to tell what any given product actually does, how it fits into existing operations, how they should interact with it, or why it matters to their bottom line. BE INTENTIONAL ABOUT HOW AI CHANGES YOUR CODEBASE (4 MINUTE READ) [19] Using the right patterns will lead to scalable codebases, which leads to faster iteration cycles and better software. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [20] As the first engineer on TLDR's new Applied AI team, you'll build AI agents to automate end-to-end workflows and lead our context engineering project to allow non-technical teammates create their own AI workflows. Learn more [21]. XIAOMI LAUNCHES NEXT-GEN SU7 WITH 902 KM RANGE AND LIDAR, STILL UNDERCUTS TESLA (4 MINUTE READ) [22] Xiaomi's SU7 electric sedan, which starts at around $33,000, has up to 902 km of CLTC range, standard LiDAR across all trims, and an 897V charging architecture on the top model. THOUGHTS ON OPENAI ACQUIRING ASTRAL AND UV/RUFF/TY (7 MINUTE READ) [23] In the worst-case scenario, the projects can be forked, and the community can take over maintenance. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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Paid search performance looks strong because branded search takes credit for demand that already exists. Branded campaigns claim 1,299% ROAS ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-03-19 3 WAYS ASANA MULTIPLIES MARKETING RESULTS WITH AI (SPONSOR) [4] As a marketer, your job _should_ be doing the creative work that moves the needle. But the reality is, too much of your time is taken up by chasing approvals, searching for updates, and figuring out blockers.  But there's light at the end of the marketing funnel: Asana can take those distractions off of your place with AI-powered workflows built for teams like yours: 📈 Automatically track milestones, budgets, and deadlines [4]. 📑 AI-powered forms capture the right information and route requests automatically. ⚡️ Connect campaign work to revenue targets in Asana with real-time reporting dashboards. Try Asana free [4] 📱 NEWS & TRENDS THE BRAND TAX: HOW GOOGLE PROFITS FROM DEMAND YOU ALREADY OWN (5 MINUTE READ) [5] Paid search performance looks strong because branded search takes credit for demand that already exists. An analysis of 99B sessions finds that ad costs rose 30%, cost-per-visit rose 9.4%, and conversion rates fell 5.1%, while paid search bounce rates hit 59% and paid social reached 65%. Branded campaigns claim 1,299% ROAS versus 68% for non-branded, yet branded keywords rarely drive new revenue. Most conversions come from repeat visitors, while paid channels bring low quality traffic that leaves quickly. As search shifts beyond Google and AI answers reduce clicks, investing in brand visibility and AI SEO can lower wasted spend and improve overall returns. PINTEREST SPRING TREND REPORT 2026: PERSONALIZATION IS IN BLOOM (5 MINUTE READ) [6] Pinterest trends show a shift from perfection to feel-good living. People are embracing self-expression at home with bold colors and small upgrades. Food trends favor comfort and creativity over dieting. Social moments are more casual with low-effort gatherings. Activities are more local with small outdoor spaces and simple escapes. Cleaning and organizing are now framed as self-care. Overall, the focus is on improving daily life, not reinventing it. 🚀 STRATEGIES & TACTICS YOUTUBE SOCIAL LISTENING: HOW TO FIND ACTIONABLE INSIGHTS IN A VIDEO-FIRST WORLD (8 MINUTE READ) [7] YouTube social listening requires a different approach than text-based platforms because API restrictions limit comment data collection at scale. Instead of chasing volume, marketers can focus on comments across their own videos, competitor channels, and creator content to surface product feedback, content requests, and sentiment shifts. A structured strategy involves categorizing comments into themes like pain points, purchase-intent signals, and competitor comparisons, then translating those patterns into content and positioning decisions. WHY GMAIL IS CLIPPING YOUR EMAILS — AND WHAT TO DO ABOUT IT (2 MINUTE READ) [8] Gmail automatically hides any part of an email that exceeds 102 KB, showing a "Message clipped" link that most readers never click. This quietly damages open rates because the tracking pixel typically sits at the bottom of the email and gets cut along with the hidden content. Common culprits include uncompressed images, heavy inline CSS, and long newsletters with multiple formatted sections. 🧑‍💻 RESOURCES & TOOLS STOP RANKING. START GETTING RECOMMENDED. (SPONSOR) [9] LLMs don't crawl rankings. They pull from mentions, credible signals, and buyer language. Sydney Sloan (CMO Advisor, G2) breaks down how to earn visibility where B2B decisions actually get made. March 25, 2026 · 3:00 PM EST · Live on Zoom _SIGN UP FOR THE LIVE PLAYBOOK SESSION (WEBINAR) _→ [10] HOW TO BUILD A PROFITABLE PERSONAL BRAND (WEBINAR) [11] This webinar with Matt Gray on March 24 will teach founders how to build a profitable personal brand using systems instead of constant effort. It covers content strategy, growth frameworks, and simple team structures that drive revenue. ANTHROPIC ACADEMY (WEBSITE) [12] Anthropic Academy offers 13 free courses from beginner to developer level. The courses cover AI fluency, Claude Code, and more. 🎁 MISCELLANEOUS ‘AI-DESIGNED' HURTS SALES (4 MINUTE READ) [13] Research shows that labeling products as “AI-designed” can hurt sales, with purchase intent dropping by up to 29% compared to human-designed items and people perceiving 75% less human involvement. This happens because consumers struggle to connect with products that lack a human creator, especially when identity plays a role in the purchase. However, framing AI as a tool used by humans improves outcomes, with human-AI collaboration increasing purchase intent by 3.5% over fully human designs and 12.8% over AI-only ones. WHY CMOS AND ICS SEE AI SO DIFFERENTLY (4 MINUTE READ) [14] While 83% of marketers say leadership is committed to AI, 62% of CMOs report being able to prove ROI compared to just 12% of ICs. Leaders focus on efficiency and outcomes, while ICs deal with workflow challenges, governance delays, and untracked effort. This divide is driven by gaps in visibility and ownership, which leads leaders to push scale while teams grow cautious. AMAZON EXPECTED TO MOVE PRIME DAY SALE TO JUNE (2 MINUTE READ) [15] Amazon is expected to move Prime Day from July to late June, shifting the sales surge into the second quarter and changing revenue timing. The timing is critical for third-party sellers and competing brands. With Amazon accounting for about 40% of US ecommerce spend, the timing shift could impact the broader retail calendar, especially around back-to-school and holiday planning. ⚡ QUICK LINKS TECHNICAL SEO TIP: THE NEW YORK TIMES' BRILLIANT SITEMAP (1 MINUTE READ) [16] The New York Times "Today" sitemap allows search engines to immediately crawl and index their highest priority content. OSCARS RATINGS DOWN 9 PERCENT FROM LAST YEAR, SMALLEST AUDIENCE SINCE 2022 (2 MINUTE READ) [17] The decline largely mirrors drops at the Golden Globes and Grammys earlier this year, suggesting a broader linear TV trend. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=bdf6f826-2352-11f1-8973-f1d6701d3230&pt=campaign&t=1773919277&s=5048dbae125c7a911d307e5efdb9ee8fd019408ed0056762e7115d407a41c576 [4] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq4_janv1long_cstm_cstm_tryfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-031926 [5] https://www.growth-memo.com/p/the-brand-tax-how-google-profits?utm_source=tldrmarketing [6] https://newsroom.pinterest.com/en-gb/news/spring-trend-report-2026/?utm_source=tldrmarketing [7] https://sproutsocial.com/insights/youtube-social-listening/?utm_source=tldrmarketing [8] https://blog.aweber.com/learn/why-gmail-is-clipping-your-emails.htm?utm_source=tldrmarketing [9] https://www.airops.com/webinar-sydney-sloan-g2-cmo-playbook?utm_source=growth-memo&utm_medium=paid-newsletter&utm_campaign=NA_en_Webinar_MOF_Sydney-Sloan-G2-AI-Search_Q1-2026 [10] https://www.airops.com/webinar-sydney-sloan-g2-cmo-playbook?utm_source=growth-memo&utm_medium=paid-n [11] https://www.founderos.com/workshop?utm_source=tldrmarketing [12] https://anthropic.skilljar.com/?utm_source=tldrmarketing [13] https://app.sciencesays.com/p/ai-designed-hurts-sales?utm_source=tldrmarketing [14] https://www.jasper.ai/blog/cmos-ics-ai?utm_source=tldrmarketing [15] https://www.retail-systems.com/rs/Amazon_Expected_To_Move_Prime_Day_Sale_To_June.php?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/chris-long-marketing_technical-seo-tip-the-new-york-times-today-activity-7439362352078147584-y8dH?utm_source=tldrmarketing [17] https://www.goldderby.com/film/2026/oscars-2026-ratings/?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=bdf6f826-2352-11f1-8973-f1d6701d3230&pt=campaign&pv=4&spa=1773918102&t=1773919277&s=97f36b1f6456126a4981f05cf449e97ff506479d70e587474213edf641fbc4be

Amazon's negotiations with the US Postal Service have fallen apart. Amazon last year committed triple the size of its rural delivery network. ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Atlassian] [4] TLDR 2026-03-19 INSIDE REDDIT'S IT PLAYBOOK FOR AI AND SCALE (SPONSOR) [4] Under pressure to modernize AND GET AI-READY FAST, but unsure where to start? In this fireside chat [4], Reddit CISO and Head of Corporate Engineering Sean Joerg shares the playbook his team used to UNIFY WORK AND BUILD AN AI‑READY FOUNDATION. Join to learn [4] how Reddit: * Led change management, * gained cross-functional buy-in, * and set up guardrails to SAFELY unlock Al and automation, while also keeping one of the world's busiest websites working as intended. Sean will share his top recommendations for anyone embarking on a modernization drive. Join live on APRIL 6, 2026 [4] 📱 BIG TECH & STARTUPS STITCH BY GOOGLE (5 MINUTE READ) [5] Stitch is a vibe design tool with an AI-native canvas that can hold and reason across images, code, and text simultaneously. The design agent understands users' entire canvas context, allowing them to swap images, generate product briefs, or mix mobile and desktop screens on the same canvas. Users can vibe design with just their voice, and also ask for design critiques and variations. The tool creates instant prototypes so users can preview the interactive app flow. AMAZON SAYS US POSTAL SERVICE ‘WALKED AWAY AT THE ELEVENTH HOUR' IN NEGOTIATIONS (3 MINUTE READ) [6] Amazon's contract renewal negotiations with the US Postal Service have fallen apart. The company plans to sharply reduce the number of packages it sends through the Postal Service when the contract expires at the end of September. It has submitted a bid as part of the Postal Service's auction process with the hope of continuing the partnership, even at a reduced level. Amazon last year committed to spending roughly $4 billion by the end of 2026 to triple the size of its rural delivery network. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY A PRIVATE SPACE COMPANY HAS A RADICAL NEW PLAN TO BAG AN ASTEROID (4 MINUTE READ) [7] TransAstra, a Los Angeles-based company, plans to fly out to a smallish, near-Earth asteroid, throw a large bag around it, and bring the body back to a safe gathering point near Earth. One of its customers has agreed to fund a feasibility study of the mission. The study will be completed by May, after which the company will further refine its mission plan. If fully funded, the mission could rendezvous with an asteroid as early as 2028. WHY IS STARLINK ON PLANES SO GOOD? (6 MINUTE READ) [8] Starlink is a true technological leap over every other form of airline Wi-Fi. The older forms of satellite Wi-Fi are fundamentally constrained by the laws of physics. Starlink's network can provide global coverage, and its lower orbit means that planes are much closer. However, the lower orbit also means much more damage to the satellites, causing them to degrade in about five years. 💻 PROGRAMMING, DESIGN & DATA SCIENCE GET THE CRM THAT AUTOMATICALLY CAPTURES EVERY EMAIL, CALL, AND MEETING — FREE FOR 3 MONTHS (SPONSOR) [9] Every deal you've lost to a forgotten follow-up was preventable. Lightfield [9] is the first AI-native CRM with complete customer memory — it updates itself, drives next steps, and answers questions so you stop losing deals. TLDR readers get 3 months free with code: TLDRTS23 [9] HOW OPENAI CODEX WORKS (12 MINUTE READ) [10] OpenAI Codex is a coding agent that can write features, fix bugs, answer questions about codebases, and propose pull requests. Each task runs in its own isolated cloud sandbox, and users can assign multiple tasks in parallel while monitoring progress in real time. The system has three layers: the agent loop, prompt and context management, and the multisurface architecture that lets one agent serve many different interfaces. Understanding how the system works helps users work more effectively. MACHINE PAYMENTS PROTOCOL (WEBSITE) [11] The Machine Payments Protocol is an open protocol for machine-to-machine payments. It allows developers to charge for API requests, tool calls, or content. Agents and apps pay per request in the same HTTP call. The protocol works with stablecoins, cards, and bank transfers in any currency. 🎁 MISCELLANEOUS ASK HN: WHAT IS IT LIKE BEING IN A CS MAJOR PROGRAM THESE DAYS? (HACKER NEWS THREAD) [12] The field of computer science is changing as AI is now able to perform many of the tasks expected of junior developers. This is causing some students to feel apathetic about their career potential in the field. Teachers face challenges with figuring out how to teach the fundamentals that students will need to become senior engineers without the experience that working as a junior provides. THE ROBOTIC TORTOISE & THE ROBOTIC HARE (1 MINUTE READ) [13] Local models can often run faster than large proprietary models, and without much decline in performance. Faster responses mean quicker and more revision cycles. Some tasks need the increased performance of larger models, but many everyday tasks will benefit more from tighter feedback loops. The smartest AI is not always the best AI to get the job done. ⚡ QUICK LINKS 6 HIDDEN PRODUCTIVITY GAPS COSTING YOU 30% DEV CAPACITY (SPONSOR) [14] Your metrics may look healthy, but hidden inefficiencies are slowing your team down. Download the guide [14] WE'VE BEEN BUILDING AN INTERNAL CLAUDE CODE PLUGIN SYSTEM (4 MINUTE READ) [15] Intercom's internal Claude Code plugin system has 13 plugins, over 100 skills, and hooks that turn Claude into a full-stack engineering platform. SOFTWARE IS EATING ITSELF (3 MINUTE READ) [16] Software has always wanted to be free, and it eventually will be, so the business of software needs a different approach. A SUFFICIENTLY DETAILED SPEC IS CODE (11 MINUTE READ) [17] Coding agents can't reliably fill in missing clarity and detail as they aren't mind readers, and even if they were, there's not much they can do if your own thoughts are confused. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [18] As the first engineer on TLDR's new Applied AI team, you'll build AI agents to automate end-to-end workflows and lead our context engineering project to allow non-technical teammates create their own AI workflows. Learn more [19]. GOOGLE ENGINEERS LAUNCH "SASHIKO" FOR AGENTIC AI CODE REVIEW OF THE LINUX KERNEL (1 MINUTE READ) [20] Sashiko ingests patches from mailing lists, analyzes them using AI-powered prompts, and provides feedback to help maintainers and developers ensure code quality and adherence to kernel standards. META WILL PAY INSTAGRAM, TIKTOK, AND YOUTUBE CREATORS WITH BIG FOLLOWINGS TO POST ON FACEBOOK (2 MINUTE READ) [21] Meta's new Creator Fast Track program offers creators with an established following guaranteed monthly payments and increased reach on Facebook. WE HAVE LEARNED NOTHING (28 MINUTE READ) [22] Any time someone insists on a method for how to build a successful startup, you should do something different. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=48006bc8-2372-11f1-84cf-275680a46071&pt=campaign&t=1773915575&s=36abae09461fa385d5c14548a38062483043b4c5d31e0fa98962d4d17c9125a9 [4] https://www.atlassian.com/webinars/enterprise-cloud/inside-reddits-it-playbook?utm_source=tldr&utm_medium=email&utm_campaign=P:twc*O:gdc*C:webinar*H:fy26q3*I:tldr-flagship-newsletter-primary-mar-19*E:cloud*&utm_sfdc-campaign_id=701QB00000h0yxyYAA [5] https://threadreaderapp.com/thread/2034332847893574080.html?utm_source=tldrnewsletter [6] https://www.cnbc.com/2026/03/18/amazon-usps-shipping-negotiations.html?utm_source=tldrnewsletter [7] https://arstechnica.com/space/2026/03/a-private-space-company-has-a-radical-new-plan-to-bag-an-asteroid/?utm_source=tldrnewsletter [8] https://stardrift.ai/blog/why-is-starlink-so-good?utm_source=tldrnewsletter [9] https://lightfield.app/?utm_source=newsletter&utm_medium=paid&utm_campaign=tldr&utm_content=secondary_3-19-2026 [10] https://blog.bytebytego.com/p/how-openai-codex-works?utm_source=tldrnewsletter [11] https://mpp.dev/?utm_source=tldrnewsletter [12] https://news.ycombinator.com/item?id=47397190&utm_source=tldrnewsletter [13] https://tomtunguz.com/local-vs-cloud-speed/?utm_source=tldrnewsletter [14] https://www.gitkraken.com/the-6-hidden-productivity-killers-2025?source=paid_channel&product=gitkraken&utm_source=TLDR&utm_medium=sponsored&utm_campaign=insights_launch&utm_content=productivity-killers [15] https://threadreaderapp.com/thread/2033978300003987527.html?utm_source=tldrnewsletter [16] https://links.tldrnewsletter.com/rGGZ8d [17] https://haskellforall.com/2026/03/a-sufficiently-detailed-spec-is-code?utm_source=tldrnewsletter [18] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [19] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [20] https://www.phoronix.com/news/Sashiko-Linux-AI-Code-Review?utm_source=tldrnewsletter [21] https://www.cnbc.com/2026/03/18/meta-creator-pay-instagram-tiktok-youtube-facebook.html?utm_source=tldrnewsletter [22] https://colossus.com/article/we-have-learned-nothing-startup-pundits/?utm_source=newsletter [23] https://refer.tldr.tech/420aa5da/ [24] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [25] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [26] https://jobs.ashbyhq.com/tldr.tech [27] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [28] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [29] https://twitter.com/tldrdan [30] https://twitter.com/SteveFlanders22 [31] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [32] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=48006bc8-2372-11f1-84cf-275680a46071&pt=campaign&pv=4&spa=1773914486&t=1773915575&s=1a85f6eb0ed542039a8a20bcd67c73069014f1e5d1c30511691a624bf56f9b2e

LinkedIn likely runs two separate systems that work together to determine what shows up in the feed. Retrieval decides if a post is shown ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Ahrefs] [4] TLDR MARKETING 2026-03-18 HOW AHREFS BUILT AI THAT PUTS THE BORING PARTS OF MARKETING ON AUTOPILOT (SPONSOR) [4] AI was meant to help you focus on strategy and creativity. Instead, it's devolved into a tedious chore of managing half a dozen GPT-wrapper tools. Ahrefs is doing things differently [4]. They built the world's #34 fastest supercomputer to power LLMs and enrich data - putting AI inside the product to power new and existing capabilities [4]: > DECODING KEYWORD INTENT for more in-depth keyword research. > CREATING HIGH QUALITY SEO CONTENT at scale. > BRAND TRACKING IN ALL MAJOR CHATBOTS alongside brand search metrics. > AUTOMATING TECHNICAL SEO fixes and detecting AI content. > FAST LOCALIZATION for better local SEO. SEE HOW AHREFS DOES AI [4] 📱 NEWS & TRENDS WHY LINKEDIN MIGHT HAVE 2 ALGORITHMS & WHY MARKETERS SHOULD CARE (8 MINUTE READ) [5] LinkedIn likely runs two separate systems that work together to determine what shows up in the feed. Retrieval decides if a post is shown at all by matching it to a viewer using signals like profile clarity and past positive engagement. If a post never enters this pool, it will not be seen. Ranking then orders those posts based on predicted interest, factoring in relationship strength, dwell time, early engagement, and content relevance. This also explains why some posts seem random when they take off. The system may need time or new signals to identify the right audience, allowing a post to gain traction later or outperform larger accounts if it is highly relevant to a specific group. THE ATROPHY PARADOX (7 MINUTE READ) [6] Aviation research found that overreliance on automation weakens pilots' manual skills, prompting calls to keep practicing them. A similar pattern is emerging with AI. While it boosts productivity, it can erode writing and domain expertise, the same skills needed to use it well. Studies show reduced cognitive engagement and weaker thinking with heavy AI use. As more people offload work, output starts to converge, creating sameness. The key distinction is between routine tasks, which can be automated, and judgment, which must be actively practiced to avoid skill atrophy. 🚀 STRATEGIES & TACTICS I STOPPED GUESSING WHAT TO WRITE AND STARTED EAVESDROPPING INSTEAD (5 MINUTE READ) [7] Instead of relying on keyword research, gather real audience conversations from communities, calls, or support data, and analyze them systematically. Extract verbatim signals like pains and objections, then cluster them into recurring themes and prioritize based on frequency and emotional intensity. Build detailed theme profiles with motivators and anti-patterns, then layer in insights on emotion and competitors. Finally, turn themes into content ideas mapped to funnel stages, ensuring each topic is grounded in real demand and uses the audience's own words. HOW OPENAI ADS AFFECT ORGANIC STRATEGY (5 MINUTE READ) [8] The launch of ChatGPT ads in February 2026 reinforces the importance of organic strategy rather than replacing it. Ads appear below the AI's answer and only on Free and Go tier accounts, meaning paying subscribers see brands exclusively through organic citations. With zero-click searches now at 60%, the priority has shifted from driving site visits to being the source AI models repeatedly reference. Brands with thin third-party coverage or poor technical accessibility for LLMs are especially vulnerable, as competitors can place ads directly beneath unfavorable AI-generated mentions. PAYWALLS: EXPERT TIPS FOR TECHNICAL AND EDITORIAL SEO (4 MINUTE READ) [9] Publisher paywalls require both editorial and technical alignment to avoid damaging SEO performance. Engagement signals like Navboost penalize pages with high bounce rates, and paywalled stories tend to have shorter visibility in Top Stories as a result. A strong editorial approach links free top-of-funnel content to locked premium pieces, creating a second click that moves readers closer to converting. Technically, the most common issue is missing or incorrect structured data, particularly the "isAccessibleForFree" attribute and CSS selectors that help Google properly crawl gated content. 🧑‍💻 RESOURCES & TOOLS THE AI MARKETING PLAYBOOK (WEBINAR) [10] This webinar will cover using AI to understand customer needs, improve campaign effectiveness, and guide prioritization and experimentation. The session will break down practical ways to apply AI as part of a structured growth system. It will take place on March 26 at 9 AM PT. BRINGING THE POWER OF PERSONAL INTELLIGENCE TO MORE PEOPLE (3 MINUTE READ) [11] Google is expanding Personal Intelligence across AI Mode in Search, the Gemini app, and Gemini in Chrome for free-tier users in the US. The feature connects Google apps like Gmail and Google Photos to deliver personalized responses without requiring users to provide extra context. Use cases include tailored shopping recommendations based on past purchases, travel itineraries drawn from booking confirmations, and schedule-aware suggestions during layovers. Users control which apps are connected and can turn connections on or off at any time. 🎁 MISCELLANEOUS UTILITY-WRITING: ADD STRUCTURE TO LANGUAGE; NOT THE OTHER WAY AROUND (23 MINUTE READ) [12] Writing should embed structure directly in language so machines can extract meaning without relying on technical markup. Tests show about 99% of sentences fail to stand alone, and systems like Gemini may use only about 380 words per page or 15.5% of content, so unclear or buried information becomes invisible. Content performs better when it includes named entities, explicit relationships, clear conditions, and self contained statements that answer specific questions. Dense and precise passages outperform longer pages because only 12% of very long content may be used, so adding more text can reduce visibility. The most effective approach is to write sentences that machines can quote directly while still giving humans clear and useful information. EMAIL PERSONALIZATION HAS AN OVERUSE PROBLEM (4 MINUTE READ) [13] Hyper-personalized email campaigns are creating subscriber fatigue as recipients grow numb to tactics like cart reminders and name-filled subject lines that thousands of brands use simultaneously. The argument is not to abandon personalization but to deploy it more selectively, reserving it for moments where it genuinely adds value, such as early access for loyal customers or contextually relevant offers. Not every campaign needs personalization. Product launches, for example, often work better as broad sends. The key distinction is between making subscribers feel understood versus reminding them how much data a brand holds on them. ⚡ QUICK LINKS OPTIMIZING A SITE WITH 1.5M PAGES (1 MINUTE READ) [14] How an SEO consultant approached site organization, linking, and content differentiation for a massive website. YAHOO CEO JIM LANZONE ON REVIVING THE WEB'S HOMEPAGE (46 MINUTE READ) [15] An interview with Jim Lanzone on how Yahoo escaped its Verizon death spiral and became profitable again. AI JOB LOSS RESEARCH IGNORES HOW AI IS UTTERLY DESTROYING THE INTERNET (5 MINUTE READ) [16] Studies commonly ignore AI's most disruptive real-world effects, including AI-plagiarized books, synthetic music, and businesses shutting down after losing search rankings to AI slop. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=48b051ca-2299-11f1-af80-c52175420651&pt=campaign&t=1773832913&s=a1206b01d74843937204aec02af588d783258068fe3f05c6aedbc4b4629c352a [4] https://ahrefs.com/ai?utm_source=tldrai&utm_medium=newsletter&utm_campaign=partnerships [5] https://sparktoro.com/blog/why-linkedin-might-have-two-algorithms-and-why-marketers-should-care/?utm_source=tldrmarketing [6] https://beomniscient.com/blog/the-atrophy-paradox/?utm_source=tldrmarketing [7] https://theartofcontent.blog/2026/03/12/i-stopped-guessing-what-to-write-and-started-eavesdropping-instead/?utm_source=tldrmarketing [8] https://nogood.io/blog/openai-ads-organic-strategy/?utm_source=tldrmarketing [9] https://www.seoforjournalism.com/p/paywall-seo-masterclass-tips?utm_source=tldrmarketing [10] https://luma.com/cpzy2dno?utm_source=tldrmarketing [11] https://blog.google/products-and-platforms/products/search/personal-intelligence-expansion/?utm_source=tldrmarketing [12] https://eikhart.com/possibly-useful-article-about/from-structured-data-to-structured-language?utm_source=tldrmarketing [13] https://martech.org/email-personalization-has-an-overuse-problem/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/briangormanh_recently-took-on-a-client-with-15m-pages-activity-7439679629898096641-7vK_?utm_source=tldrmarketing [15] https://www.theverge.com/podcast/895221/yahoo-jim-lanzone-scout-ai-sports-finance-open-web?utm_source=tldrmarketing [16] https://www.404media.co/ai-job-loss-research-ignores-how-ai-is-utterly-destroying-the-internet/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=48b051ca-2299-11f1-af80-c52175420651&pt=campaign&pv=4&spa=1773831690&t=1773832913&s=8c9f7e3a823c904380d57d8c2554fc0622728d34d0d585fb16d48e830415c57e

Amazon is rolling out one-hour and three-hour deliveries in parts of the US. Three-hour delivery will be available in about 2,000 cities and towns ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-03-18 YOU TALK 4X FASTER THAN YOU TYPE. WHY ARE YOU STILL TYPING EVERYTHING? (SPONSOR) [4] Wispr Flow [5] turns your voice into clean, sendable text. Not clunky transcription. Polished, formatted text you can send immediately. * WORKS IN EVERY APP. Slack, Gmail, Notion, ChatGPT, your browser, your IDE. Zero setup. * 89% SENT WITH ZERO EDITS. Flow removes filler words and formats as you speak. No cleanup needed. * EVERY PLATFORM. Mac, Windows, iPhone, and Android. One tap, done. > "This is the best AI product I've used since ChatGPT." -- Rahul > Vohra, CEO, Superhuman TRY WISPR FLOW FREE [5] | START FREE [5] 📱 BIG TECH & STARTUPS AMAZON ROLLS OUT 1-HOUR, 3-HOUR DELIVERY AS ULTRAFAST SHIPPING TREND GROWS IN THE US (3 MINUTE READ) [6] Amazon is rolling out one-hour and three-hour deliveries in parts of the US. Three-hour delivery will be available in about 2,000 cities and towns, while one-hour delivery will be available in hundreds of areas. More than 90,000 products are eligible for the service. Shoppers will be able to filter search for products that can be delivered in three hours or less. OPENAI LAUNCHES GPT-5.4 MINI AND GPT-5.4 NANO ON APIS (2 MINUTE READ) [7] OpenAI has released GPT-5.4 mini and GPT-5.4 nano. GPT-5.4 mini is live on the API, Codex, and ChatGPT, while the nano model is reserved for API users only. Both models are designed for workflows where response time shapes the product. GPT-5.4 mini is priced at $0.75 per million input tokens and $4.50 per million output tokens, while GPT-5.4 nano lands at $0.20 and $1.25. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY NVIDIA PUSHES FURTHER INTO THE AUTONOMOUS VEHICLE SPACE TO COMPETE WITH TESLA AND WAYMO (2 MINUTE READ) [8] Nvidia is expanding its partnerships with both Uber and Lyft as it positions itself as the technical backbone for future robotaxi fleets. It is building out a full hardware and software platform for self-driving vehicles. Its technology will help companies compete with Tesla and Waymo. Shares of Uber and Lyft both rose on the news. WATCH DONUT LAB'S MYSTERIOUS SOLID-STATE BATTERY CHARGE IN AN ACTUAL EV (4 MINUTE READ) [9] Donut Lab will supply its production solid-state battery pack to Estonian company Verge Motorcycles this spring. The companies recently showcased a Verge TS Pro motorcycle charging at a public DC fast-charging station. The motorcycle was equipped with an 18 kWh (nominal) solid-state battery pack with a manufacturer-estimated range of 217 miles. The battery charged to 80% in 12 minutes. 💻 PROGRAMMING, DESIGN & DATA SCIENCE UNBLOCKED: CONTEXT THAT SAVES YOU TIME AND TOKENS (SPONSOR) [10] Stop babysitting your coding agents. Unblocked [10] gives them the organizational knowledge to generate mergeable code. It pulls context from your engineering stack, resolves conflicts, and cuts the rework cycle by delivering only what agents need for the task at hand. See how Unblocked works. [10] OPEN SWE: AN OPEN-SOURCE FRAMEWORK FOR INTERNAL CODING AGENTS (7 MINUTE READ) [11] Open SWE is an open source framework that provides the core architectural components for coding agents. It provides isolated cloud sandboxes, curated toolsets, subagent orchestration, and integration with developer workflows. The framework is intended as a customizable foundation rather than a finished product. Every major component is pluggable. LESSONS FROM BUILDING CLAUDE CODE: HOW WE USE SKILLS (16 MINUTE READ) [12] Skills have become one of the most used extension points in Claude Code due to their flexibility, ease of creation, and how simple they are to distribute. This flexibility can make it hard to know what works best. Anthropic has been using skills in Claude Code extensively, with hundreds of them in active use. This post details lessons Anthropic's team learned when using skills to accelerate development. 🎁 MISCELLANEOUS AN INTERVIEW WITH NVIDIA CEO JENSEN HUANG ABOUT ACCELERATED COMPUTING (40 MINUTE READ) [13] This article contains an edited transcript of an interview with Nvidia CEO Jensen Huang. The interview covers Huang's GTC 2026 keynote, changes in AI over the past year, Nvidia's approach to business, the AI stack and how it affects Nvidia, the China question, and Huang's frustration with doomers and their influence in Washington. OPENAI HAS NEW FOCUS (ON THE IPO) (9 MINUTE READ) [14] OpenAI's recent announcement that its leadership wants the company to focus is likely related to its upcoming IPO. Anthropic, OpenAI, and SpaceX are all planning imminent IPOs. If all three just offer 15% of their shares, the combined sum would roughly equal every dollar raised across all American IPOs over the last decade. The first company to IPO would gain a large advantage in the market. ⚡ QUICK LINKS YOU DON'T NEED ANOTHER AI NOTETAKER. YOU NEED BETTER NOTES (SPONSOR) [15] Ever wish your meeting notes were… more digestible? Granola transcribes your meeting while automatically summarizing and enhancing your notes. No meeting bots. No stress. Get more from every meeting [15] EVERY LAYER OF REVIEW MAKES YOU 10X SLOWER (17 MINUTE READ) [16] AI doesn't remove the need for the review process, which takes significant time at every layer. CHINA RAMPS UP SCRUTINY OF A META AI DEAL (8 MINUTE READ) [17] Officials at China's National Development and Reform Commission called in executives from Meta and Manus for a meeting late last week to express concerns about the deal. FAIR SOURCE SOFTWARE IN THE AI AGE (7 MINUTE READ) [18] Fair Source is a movement complementary to Open Source that encourages companies to safely share their core software products. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [19] As the first engineer on TLDR's new Applied AI team, you'll build AI agents to automate end-to-end workflows and lead our context engineering project to allow non-technical teammates create their own AI workflows. Learn more [20]. WILL AI KILL SPREADSHEETS? (14 MINUTE READ) [21] Spreadsheets only won because the barrier to writing software was too high, but AI code generation flips that equation completely. CRUST (GITHUB REPO) [22] Crust is a TypeScript-first, Bun-native CLI framework with composable modules. OPENREVIEW (GITHUB REPO) [23] OpenReview is a self-hosted AI code review bot that provides on-demand PR reviews powered by Claude. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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AI search is driving leads through ‘invisible prompts’. These are private, highly personalized conversations shaped by a user’s context ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Reddit Inc] [4] TLDR MARKETING 2026-03-17 CHARGEBLAST ACHIEVED 50% LOWER CPA THAN PROJECTED ON REDDIT. HERE'S HOW (SPONSOR) [4] By targeting fintech and ecommerce subreddits [4], Chargeblast achieved a 50% LOWER CPA than projected.  Their secret?  👉 Using lookalike targeting to find new customers who shared traits with their best users, allowing them to scale spend confidently and efficiently.  Reddit's high-intent communities are ready to engage. Spend $1,000 and get $1,000 in ad credit [5] using code Q126TLDR1000*. >> Claim your $1,000 credit and find your audience on Reddit [5] (*New accounts only, limit 1 per account, additional terms apply [6].) 📱 NEWS & TRENDS NIELSEN: SPORTS CONTINUES TO PROP UP AD-SUPPORTED TV (2 MINUTE READ) [7] Sports remain the main driver of ad-supported TV. It accounted for nearly 30% of total viewership in Q4 2025, compared with 9.8% for broadcast TV without sports and 18% for non-sport cable. Audiences 18-49 rely heavily on ad-supported sources, with 66.7% of that viewing coming from streaming platforms, mostly on YouTube, Hulu, and Amazon Prime. Live events like the Super Bowl LX, which drew 125.6M viewers, and expanded MLB sponsorships show sports continue to deliver a large and commercially valuable audience. SHORT-FORM VIDEO IS DRIVING VIEWERS TO WATCH FULL TV SHOWS (3 MINUTE READ) [8] Short-form videos on social platforms are increasingly functioning as a discovery mechanism for longer-form television and film, especially among younger viewers. 85% of 16-24 year olds watch short-form weekly, with 69% daily, and 87% of them reported watching full programmes after seeing clips. Social discovery is strongest among this age group, with 49% finding shows via social platforms and trending audio influencing half of them. Meanwhile, older viewers are less affected by social content. 🚀 STRATEGIES & TACTICS INVISIBLE PROMPTS: WHY YOU CAN'T SEE THE AI SEARCHES DRIVING YOUR LEADS (8 MINUTE READ) [9] AI search is driving leads through ‘invisible prompts'. These are private, highly personalized conversations shaped by a user's context, not just what is typed. This makes traditional keyword tracking and optimization far less useful, since brands cannot see or replicate the exact inputs behind these recommendations. Instead of chasing specific prompts, the focus should be on creating detailed, use case–driven content that teaches AI when and why to make recommendations. Over time, this builds stronger visibility at the topic level and works more like digital word of mouth, where the depth of content determines whether a brand appears. 7 ORGANIC CONTENT INVESTMENTS THAT DRIVE ECOMMERCE ROI (9 MINUTE READ) [10] Ecommerce ROI from organic content relies on structured data and multi-platform discovery rather than publishing large volumes of content. AI-generated summaries reduce clicks, so content must be authoritative enough for AI to cite and trustworthy for shoppers. Social search is essential, with 86% of Gen Z using TikTok weekly for searches. Visual discovery is also growing, with Google Lens handling over 100 billion visual searches in 2025, 20% of which were product related. Brands should focus on strong product pages, structured product data, reviews and UGC, and decision support guides. Low-value, scaled SEO blog content and other shortcuts should be avoided. 🧑‍💻 RESOURCES & TOOLS THE AHREFS API IS NOW AVAILABLE ON ALL PAID PLANS (1 MINUTE READ) [11] API access is now a feature in all paid Ahrefs plans, not just the Enterprise tier. SEOs can use the API for scaled analysis, MCP integration, custom tools, and more. Row limits vary by plan tier (Lite: 25,000, Standard: 150,000, Advanced: 500,000). SHOPIFY IS PREPARING FOR AI SHOPPING AGENTS TO CHANGE EVERYTHING (2 MINUTE READ) [12] Shopify believes that AI agents will act as merit-based personal shoppers, surfacing products based on individual preferences rather than retailer dominance in search results. It is building an AI merchant assistant called Sidekick alongside a support agent and a protocol for agents to read merchant product data. With only 18% of US retail purchases happening online, the company sees agentic commerce as a major discovery channel especially for smaller and long-tail merchants. 🎁 MISCELLANEOUS HOW MR. CLEAN CAN DOMINATE SOCIAL MEDIA THROUGH MASCOT-LED MARKETING (5 MINUTE READ) [13] Mr. Clean is a culturally iconic brand with underused social potential. Its mascot has driven attention through a Super Bowl ad and a 2026 retirement stunt, yet content focuses on products rather than personality. A character-led strategy would give Mr. Clean a humorous voice, make social channels his main platform, and engage younger audiences. Campaigns could feature TikTok reactions to messy videos, structured Magic Eraser UGC, and meme-driven content to turn the mascot into a living, ongoing brand presence. HOW RETAILERS CAN LEVERAGE THEIR PRIVATE LABEL MARKETING ADVANTAGE OVER NATIONAL BRANDS (3 MINUTE READ) [14] Private label sales reached a record $283B last year, with retailers expanding well beyond budget options into premium tiers to capture a wider range of shoppers. Retailers hold a built-in marketing edge at the point of sale, where they can merchandise private labels alongside national brands, dedicate separate store sections, and use loyalty programs and targeted promotions to drive trials. They are also shortening innovation cycles by leveraging shopper data to quickly follow trends and launch new products. ⚡ QUICK LINKS 7 RETENTION HILLS TO DIE ON (1 MINUTE READ) [15] Retention fails when brands ignore early churn, rely on discounts, and lack strong LTV CAC fundamentals. APPLE OPENS A SECRET INSTAGRAM ACCOUNT @HELLOAPPLE (1 MINUTE READ) [16] Apple launched @helloapple to spotlight global creators and show how its products support their creative work. AMERICANS' FAVORITE NEWS SITES (2 MINUTE READ) [17] Top 10 ranked news sites include BBC News, Yahoo!, and ESPN. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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OpenAI's 'do everything at once' strategy has put the company on the defensive. Its top executives are finalizing plans for a major strategy shift ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Google Cloud] [4] TLDR 2026-03-17 GOOGLE CLOUD X NVIDIA: ENGINEERING THE FUTURE OF AI (SPONSOR) [4] Attending NVIDIA GTC, virtually or in-person? See what Google x Nvidia have been cooking at these hands-on sessions: * Discover how Google Cloud's AI Hypercomputer with NVIDIA Blackwell GPUs helped leaders like WPP, General Motors and Schrödinger build their AI stacks [5]. * Hear from the product leads on the technical capabilities of the Google Cloud NVIDIA Blackwell systems [6] * Explore how agents and digital humans are redefining customer interactions at Puma [7] P.S. Don't forget to stop by the Google Cloud booth for some goodies and to hear the latest updates directly from the Google team! 📱 BIG TECH & STARTUPS OPENAI TO CUT BACK ON SIDE PROJECTS IN PUSH TO ‘NAIL' CORE BUSINESS (5 MINUTE READ) [8] OpenAI's 'do everything at once' strategy has put the company on the defensive. Its top executives are finalizing plans for a major strategy shift that will refocus OpenAI around coding and business users. The company's leaders are actively looking for areas to deprioritize. OpenAI has taken steps towards an initial public offering that could open in the fourth quarter of this year. NVIDIA'S CEO PROJECTS $1 TRILLION IN AI CHIP SALES AS NEW COMPUTING ERA BEGINS (5 MINUTE READ) [9] Nvidia introduced a huge array of new products at its annual GTC conference on Monday, ushering in new hardware and software geared towards running AI models more quickly and efficiently. The company has been signaling for most of the last year that it would increasingly focus on inference computing going forward. Its traditional GPUs are not ideal for inference because they consume a large amount of energy and don't come with enough attached memory. Nvidia expects to sell $1 trillion worth of its Blackwell and Rubin chips, focused on inference, by the end of 2027. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY NVIDIA ANNOUNCES VERA RUBIN SPACE-1 CHIP SYSTEM FOR ORBITAL AI DATA CENTERS (3 MINUTE READ) [10] Nvidia's Vera Rubin Space-1 Module is designed for orbital data centers. Specifically engineered for size-, weight-, and power-constrained environments, the chips will be used on space missions led by multiple companies. There are still engineering hurdles to overcome in building orbital data centers. For example, in space, there's no convection, so Nvidia has to figure out how to cool the system with just radiation. A FLY HAS BEEN UPLOADED (1 MINUTE READ) [11] The entire neuronal diagram of the fruit-fly brain was mapped in 2024. Later research showed the map can be used to predict behavior. The brain map has now been uploaded into a digital environment. It's not a simulation - the fly's 'sensors' are being activated by the digital environment and the neurons are responding. The digital fly appears to behave in the digital environment in reasonably fly-like ways. A video that explains the yet-published experiment (with footage of the digital fly) is available in the article. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AI'S NEXT FRONTIER: HARDWARE, ULTRA-LOW-LATENCY REASONING, AND ENERGY-EFFICIENT SCALING (SPONSOR) [12] AI has broken the language barrier. What comes next? See how GOOGLE CLOUD and NVIDIA are transforming robotics in this exclusive session with Disney, NVIDIA, DeepMind and Skild AI [13]; or tune in to a fireside chat [14] between DeepMind Chief Scientist Jeff Dean and NVIDIA Chief Scientist Bill Dalyon the next frontier of AI. HOW STRIPE'S MINIONS SHIP 1,300 PRS A WEEK (11 MINUTE READ) [15] Investments in developer productivity can provide unexpected dividends when agents are included in the workflow. Stripe's Minions work in isolated environments with hybrid orchestration that mixes deterministic guardrails with agentic flexibility. Curated context needs agents with the right information without overwhelming them, and fast feedback loops help to iterate. Each layer is necessary, and none alone is sufficient. THE FUTURE OF SOFTWARE ENGINEERING WITH ANTHROPIC (12 MINUTE READ) [16] Better coding tools produce better models, which produce better coding tools. The bottleneck has moved to managing long-horizon tasks and deploying agents in regulated settings. The human role is shifting to planning, evaluating, and steering. Enterprise adoption is gated by permissioning, sandboxing, and regulatory caution more than by model capability. Slop and convergence are real concerns, and context remains unsolved. 🎁 MISCELLANEOUS NVIDIA SOFTWARE AIMS TO BRING OPENCLAW TO THE ENTERPRISE (4 MINUTE READ) [17] Nvidia has unveiled a new software toolkit that helps businesses more safely build and run autonomous agents with the OpenClaw platform. OpenClaw allows developers to build autonomous agents that can plan and execute tasks on their own using subagents that can tackle specialized tasks, access local file systems, and delegate. Nvidia's NemoClaw is designed to help agents run safely in an enterprise context within contained virtual environments. Nvidia is working with OpenClaw's creator to make agents more trustworthy, scalable, and accessible. APPLE'S AIRPODS MAX 2 BRING H2 CHIP, BOOSTED ANC IN APRIL FOR $549 (3 MINUTE READ) [18] Apple's AirPods Max 2 features an updated H2 chip that makes active noise canceling up to 1.5 times more effective compared to the original AirPods Max. It should also make transparency mode more natural due to a new digital signal processing algorithm. The H2 chip also adds support for adaptive audio and Conversation Awareness, a feature that automatically lowers the volume when someone starts talking to you. It also adds support for live translation and voice isolation. The AirPods Max 2 will be available for preorder on March 25 for an early April launch for $549. ⚡ QUICK LINKS TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [19] As the first engineer on TLDR's new Applied AI team, you'll build AI agents to automate end-to-end workflows and lead our context engineering project to allow non-technical teammates create their own AI workflows. Learn more [20]. NVIDIA UNVEILS DETAILS OF NEW 88-CORE VERA CPUS POSITIONED TO COMPETE WITH AMD AND INTEL (9 MINUTE READ) [21] Fueled by a 1.5X increase in IPC from its Olympus cores and an innovative high-bandwidth design, the new Vera CPUs claim impressive 50% performance gains over standard CPUs. ATLASSIAN SLASHES 10% OF WORKFORCE TO ‘SELF-FUND' INVESTMENTS IN AI AND ENTERPRISE SALES (2 MINUTE READ) [22] Atlassian is restructuring following a plunge in its stock price driven by developments in artificial intelligence. THE QUEST FOR ORAL GLP-1S (22 MINUTE READ) [23] GLP-1s are made up of a chain of amino acids chemically bonded together, which just looks like food to the body, making it hard to create an oral formulation. WHAT DO AI BASED LAYOFFS SAY ABOUT THEIR ABILITY TO SCALE? (2 MINUTE READ) [24] Companies that aren't seeing increases in revenue despite productivity improvements could be oversized and may need to adjust revenue multiples accordingly. THE BUSINESS CASE FOR BIOSECURITY REQUIRES ANOTHER PANDEMIC FOR IT TO WORK (6 MINUTE READ) [25] Biosecurity is one of the few areas well-suited to the game of venture capital, but it needs a catalyzing event. WITH DEVELOPER VERIFICATION, GOOGLE'S APPLE ENVY THREATENS TO DISMANTLE ANDROID'S OPEN LEGACY (27 MINUTE READ) [26] Google is rolling out Android developer verification in the coming weeks, requiring app makers outside of the Play Store to register with their real names and pay a fee to Google or have their apps blocked from installation on virtually all Android devices. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=4b08b708-21dd-11f1-92f0-93c7c67f3b5d&pt=campaign&t=1773742740&s=603bf761e2327934af92d284a1c55ccb45063ce7716f514a10d7654bea80befc [4] https://cloud.google.com/blog/products/compute/google-cloud-ai-infrastructure-at-nvidia-gtc-2026 [5] https://www.nvidia.com/gtc/session-catalog/sessions/gtc26-s82244/ [6] https://www.nvidia.com/gtc/session-catalog/sessions/gtc26-s82243/ [7] https://www.nvidia.com/gtc/session-catalog/sessions/gtc26-s81726/ [8] https://links.tldrnewsletter.com/hzHCPJ [9] https://links.tldrnewsletter.com/LU7Qob [10] https://www.cnbc.com/2026/03/16/nvidia-chips-orbital-data-centers-space-ai.html?utm_source=tldrnewsletter [11] https://links.tldrnewsletter.com/5ovlUw [12] https://www.nvidia.com/gtc/session-catalog/sessions/gtc26-s82167/?utm_source=tldrnewsletter [13] https://www.nvidia.com/gtc/session-catalog/sessions/gtc26-s81613/ [14] https://www.nvidia.com/gtc/session-catalog/sessions/gtc26-s82167/ [15] https://blog.bytebytego.com/p/how-stripes-minions-ship-1300-prs?utm_source=tldrnewsletter [16] https://www.akashbajwa.co/p/the-future-of-software-engineering?utm_source=tldrnewsletter [17] https://links.tldrnewsletter.com/yIbZpO [18] https://arstechnica.com/gadgets/2026/03/apples-airpods-max-2-release-with-h2-chip-boosted-anc-in-april-for-549/?utm_source=tldrnewsletter [19] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [20] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [21] https://www.tomshardware.com/pc-components/gpus/nvidia-unveils-details-of-new-88-core-vera-cpus-positioned-to-compete-with-amd-and-intel-new-vera-cpu-rack-features-256-liquid-cooled-chips-that-deliver-up-to-a-6x-gain-in-cpu-throughput?utm_source=tldrnewsletter [22] https://www.cnbc.com/2026/03/11/atlassian-slashes-10percent-of-workforce-to-self-fund-investments-in-ai.html?utm_source=tldrnewsletter [23] https://www.asimov.press/p/oral-glp1s?utm_source=tldrnewsletter [24] https://www.elliotcsmith.com/what-do-ai-based-layoffs-say-about-tam/?utm_source=tldrnewsletter [25] https://www.owlposting.com/p/reasons-to-be-pessimistic-and-optimistic?open=false#%C2%A7the-business-case-for-biosecurity-requires-another-pandemic-for-it-to-work&utm_source=tldrnewsletter [26] https://arstechnica.com/gadgets/2026/03/with-developer-verification-googles-apple-envy-threatens-to-dismantle-androids-open-legacy/?utm_source=tldrnewsletter [27] https://refer.tldr.tech/420aa5da/ [28] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [29] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [30] https://jobs.ashbyhq.com/tldr.tech [31] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [32] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [33] https://twitter.com/tldrdan [34] https://twitter.com/SteveFlanders22 [35] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [36] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=4b08b708-21dd-11f1-92f0-93c7c67f3b5d&pt=campaign&pv=4&spa=1773741691&t=1773742740&s=065ea45d43376067b6cc1caa2702cb11b6d59bba09679f07b98418d5640ba46a

Pet grooming is now treated as a wellness practice. Owners are spending $500-$11,000 yearly on specialized trims, treatments, and custom meals ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [AirOps] [4] TLDR MARKETING 2026-03-16 GET THE PLAYBOOK BEHIND RAMP, CARTA, AND WEBFLOW'S AI SEARCH STRATEGY (SPONSOR) [4] ChatGPT, Gemini, and Perplexity are now the kick off point for the buying journey, and the leading brands aren't guessing: they're running a system for content structure, refresh cadence, and off-site signals.   This playbook [4] was written by AirOps based on 15M+ AI queries [5] + studying winning plays that drove results for companies like Carta, Ramp, and Webflow. Get your copy to learn about the impact of refresh cycles, originality, structure, and community - and how to use them to become the go-to brand for LLMs and users. Get the 2026 AI Search Playbook [4] 📱 NEWS & TRENDS GARTNER IS TELLING CMOS TO DOUBLE THEIR PR BUDGETS BY 2027 (2 MINUTE READ) [6] AI search engines cite non-paid sources far more than ads. About 94% of AI citations come from non-paid sources and 82% from earned media, with journalism accounting for 20-30%. Gartner predicts PR and earned media budgets will double by 2027 as LLMs replace traditional search discovery. Fresh content matters as over half of citations come from material published in the last 12 months, peaking within the first week. Brands with strong editorial presence and third-party credibility gain the most visibility. A $1,000 DOG GROOMING SESSION? THE PET WELLNESS INDUSTRY IS BOOMING (7 MINUTE READ) [7] Pet grooming is now treated as a wellness practice. Owners are spending $500 - $11,000 per pet yearly on specialized trims, treatments, and custom meals. Rising costs are also leading some to travel for cheaper services. Pets are seen as family, and care focuses on prevention and routine. The industry is booming alongside human wellness trends and growing recognition of pets as sources of emotional support. 🚀 STRATEGIES & TACTICS TIME-SENSITIVE OFFERS IN GOOGLE ADS (2 MINUTE READ) [8] Time-sensitive promotions in Google Ads need specific tactics because the platform decides which ad assets appear. Countdown customizers show the remaining time until an offer ends and create urgency. The countdown can display days and switch to hours and minutes on the final day. Promotion assets add a 25 character line that highlights a discount and can include start and end dates. Callout and sitelink assets can also highlight offers, though too many assets can reduce how often the promotion message appears. AUTOMATING LIFECYCLE EMAIL QA WITH CLAUDE (1 MINUTE READ) [9] This post shares a Claude skill that automates first-pass QA for lifecycle emails, checking campaigns every 20 minutes or on demand. It reviews proofs in Gmail against 18 criteria, including subject lines, links, legal, and spam signals. Results post to Slack and update Asana subtasks with PASS, WARN, or BLOCK, letting reviewers focus on sign-off instead of auditing. The plugin link is provided in the comments and requires Asana, Slack, Claude Cowork, and Claude in Chrome. 🧑‍💻 RESOURCES & TOOLS ALREADY RUNNING FB ADS? ADD TLDR TO YOUR MEDIA MIX. (SPONSOR) [10] TLDR reaches the technical decision makers who actually convert. MLOps Community found Meta drove 2x more registrations, but fewer actual attendees than TLDR. See how TLDR compares to Meta. [10] ANALYZE YOUR LAST 15 POSTS IN 10 MINUTES (16 MINUTE READ) [11] Trust Architecture is a 4-stage framework that audits content based on how it builds trust rather than just engagement. It evaluates posts across credibility and commitment to see whether content actually moves audiences closer to buying. Most brands overproduce recognition content and skip the middle stages where trust is built. The system includes 4 AI prompts that analyze recent posts, diagnose trust gaps, and identify content changes that can improve pipeline. REDDIT'S IMPACT ON B2B SEARCH (18 MINUTE READ) [12] Reddit now outranks many B2B SaaS vendors in Google results across major keyword categories. It beats competing vendors on 50-66% of shared keywords in three of four SaaS verticals and captures about 950K+ monthly searches before any vendor appears. Most wins come from generic category searches, which drive 77% of its search volume. Reddit also dominates longer queries, winning 73-100% of searches with six or more words. Just five subreddits generate 3,709 keyword rankings and over 1.1M monthly searches. 🎁 MISCELLANEOUS ALWAYS WINNING: WHY COMPETITION IS ABOUT ENDURING BRAND RELEVANCE (4 MINUTE READ) [13] Brands often react to market shifts by updating their identity or messaging, which can weaken recognition. Burberry illustrates this risk. Years of reinvention diluted its core identity. Uniqlo shows the opposite approach by evolving around a clear idea of LifeWear while maintaining a consistent role in the market. Leaders often default to visible change during uncertainty because it signals action. The strongest brands stay competitive by holding firm to a clear core and allowing thoughtful evolution around it. LINKEDIN ADS HAVE A REPUTATION PROBLEM (3 MINUTE READ) [14] Most lead generation campaigns fail because they treat LinkedIn like search. Buyers on LinkedIn are not actively evaluating vendors. They are scrolling through industry content and orienting themselves around problems, which makes demo-first offers a poor match for their mindset. Assets like industry benchmarks and teardown style analyses consistently outperform direct demo requests with cold audiences. Demo offers only perform well after prospects have already interacted with the brand. ⚡ QUICK LINKS STARTING A NEW PROJECT IS HARDER THAN YOU THINK (13 MINUTE READ) [15] A 7-step checklist for async work. B2B LEAD MAGNETS CHANGED FOREVER WITH AI (2 MINUTE READ) [16] B2B lead magnets are upgrading from static PDFs into “vibe-coded” tools. LINKS IN LINKEDIN POSTS ARE NOT ALGORITHMICALLY PUNISHED (2 MINUTE READ) [17] LinkedIn confirmed that links, posting frequency, and scheduling tools don't reduce reach. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=6035ac3a-210b-11f1-913d-2f73f070e87a&pt=campaign&t=1773660114&s=1bc494ede07e79f1d22bac9c8e61afa2c5ff6e84bfd3d8f0043d52574f138b06 [4] https://www.airops.com/search-playbook-marketers?utm_source=tldr&utm_medium=paid-newsletter&utm_campaign=NA_en_Ebook_MOF_AEO-Playbook-Download_Q1-2026 [5] https://www.airops.com/lp/ai-search-optimization?utm_source=tldr&utm_medium=paid-newsletter&utm_campaign=NA_en_Ebook_MOF_AEO-Playbook-Download_Q1-2026 [6] https://threadreaderapp.com/thread/2032431182529323460.html?utm_source=tldrmarketing [7] https://links.tldrnewsletter.com/dWlDIx [8] https://www.practicalecommerce.com/time-sensitive-offers-in-google-ads?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/regdavis_if-youve-run-lifecycle-email-at-a-fast-moving-share-7437933982626992128-cKKS?utm_source=tldrmarketing [10] https://advertise.tldr.tech/comparison/meta-ads-vs-tldr/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary03162026 [11] https://startupgtm.substack.com/p/content-trust-analysis-system?utm_source=tldrmarketing [12] https://foundationinc.co/lab/reddit-b2b-saas?utm_source=tldrmarketing [13] https://www.brandingmag.com/joe-heard/always-winning-why-competition-is-about-enduring-brand-relevance/?utm_source=tldrmarketing [14] https://adamgoyette.substack.com/p/linkedin-ads-have-a-reputation-problem?utm_source=tldrmarketing [15] https://www.martechforhumans.com/p/starting-a-new-project-is-harder?utm_source=tldrmarketing [16] https://jon4growth.substack.com/p/b2b-lead-magnets-changed-forever?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/jackappleby_so-linkedin-let-me-ask-their-execs-some-questions-share-7437901882422947840-dLEV?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=6035ac3a-210b-11f1-913d-2f73f070e87a&pt=campaign&pv=4&spa=1773658888&t=1773660114&s=441aa2f282cee793c12098d681b96c378084411a05160b5a858a997eed0b8924

Meta is planning layoffs that could affect 20% or more of the company. The company is looking to offset costly AI infrastructure bets ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-03-16 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS MUSK SAYS XAI MUST BE REBUILT AS CO-FOUNDERS EXIT (2 MINUTE READ) [9] Elon Musk is pushing for a complete reorganization of xAI as the founding team is leaving one by one. He has hired two big names from AI startup Cursor and will be revisiting all prior job applications. Musk has also taken steps to more closely integrate xAI with Tesla through a joint venture project called Digital Optimus. This is the second time in a month that he has announced a reorganization at xAI. NVIDIA'S GTC WILL MARK AN AI CHIP PIVOT. HERE'S WHY THE CPU IS TAKING CENTER STAGE (10 MINUTE READ) [10] Nvidia plans to unveil details about its agentic optimized CPUs at its annual GTC conference kicking off today. CPUs are becoming a bottleneck in the AI and agentic workflow. Agentic AI requires a lot of general compute power as they move large amounts of data around for AI workflows. The CPU market growth rate could exceed GPU growth by 2028. Leading CPU providers have warned customers in China of supply shortages, and lead times and prices have already increased. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY TRAVIS KALANICK DEBUTS PLAN FOR ‘GAINFULLY EMPLOYED ROBOTS' (3 MINUTE READ) [11] Uber co-founder Travis Kalanick has launched a venture focused on creating gainfully employed robots for the food, mining, and transport industries. Atoms has thousands of employees and has been in stealth for eight years. Its plans include infrastructure for better food, more productive mines, and a wheelbase for robots in transportation. CHINA APPROVES FIRST BRAIN IMPLANT FOR COMMERCIAL USE (3 MINUTE READ) [12] China has approved its first-ever invasive brain-computer interface (BCI) product, a device for adult patients who are partially paralyzed due to spinal cord injury. In trials, the device helped patients improve their ability to hold and grab objects with their hands. BCI companies receive backing from the state as the technology is one of the six strategic industries of the future in its latest five year plan. The Chinese government has pledged to streamline regulatory review and set up reimbursement guidelines. 💻 PROGRAMMING, DESIGN & DATA SCIENCE COMPREHENSION DEBT — THE HIDDEN COST OF AI GENERATED CODE (8 MINUTE READ) [13] Comprehension debt is a hidden cost to human intelligence and memory that results from excessive reliance on AI and automation. It is the growing gap between how much code exists in a system and how much of it any human being genuinely understands. It can lead to teams not being able to explain why design decisions had been made or how different parts of the system are supposed to work together. The debt has to be paid sooner or later, and interest accrues rapidly. THE "NIGHT SHIFT" AGENTIC WORKFLOW (10 MINUTE READ) [14] This post outlines an agentic workflow that allows developers and agents to work together around the clock. The developer takes the 'day shift', while AI agents work overnight. The developer prepares as much as they can during the day shift for the agents to work autonomously as they rest, finishing tasks by the next morning. The workflow has helped the author spend less time babysitting and much more time thinking about the problems they need to solve. 🎁 MISCELLANEOUS META PLANNING SWEEPING LAYOFFS AS AI COSTS MOUNT (3 MINUTE READ) [15] Meta is planning layoffs that could affect 20% or more of the company. The company is looking to offset costly AI infrastructure bets and prepare for greater efficiency brought about by AI-assisted workers. No date has been set, and the magnitude of the cuts has not been finalized. The layoffs could be the most significant since the company's restructuring in late 2022 and early 2023. NEO SYMBOLIC CAPITALISM (7 MINUTE READ) [16] Symbolic capital is reputation - the accumulated weight of being someone worth listening to. It helps things convert better, faster. There is a lot of symbolic capitalism to be earned these days thanks to social media. The people with the most power and the most to gain have turned X into a gaming platform for symbolic capital. ⚡ QUICK LINKS BIG IRON BITS: THE MAINFRAME MOCKUMENTARY YOU NEVER KNEW YOU NEEDED (SPONSOR) [17] The mainframe is thriving! Big Iron Bits: a Mainframe Mockumentary explains why everyone needs Big Iron. Think _The I.T. Crowd_ meets _Silicon Valley_. Start watching now [17] HOW KARPATHY'S AUTORESEARCH WORKS AND WHAT YOU CAN LEARN FROM IT (8 MINUTE READ) [18] Autoresearch shows how autonomous systems become much more useful when you reduce them to a tight harness with clear boundaries, a stable metric, reversible experiments, and good operational discipline. STAFF COMPLAIN THAT XAI IS FLAILING BECAUSE OF CONSTANT UPHEAVAL (5 MINUTE READ) [19] Elon Musk has ordered another round of job cuts at xAI, saying that the company was not built right the first time so it is being rebuilt from the foundations up. MUSK'S LATEST MOONSHOT MULTI-BILLION PROJECT LAUNCHES ON A SATURDAY (3 MINUTE READ) [20] Musk didn't elaborate on any details about the project, but his previous statements indicate that it is a semiconductor facility project that will enable his companies to get enough supply of AI accelerators. DEAR ALIENS - A WRITING COMPETITION FOR HUMANS (SPONSOR) [21] Dear Aliens is an open-ended competition to write humanity's first message to aliens. Run by the folks behind funnest.world, free to enter and $2k cash prize for the winner! GOOGLE FIBER WILL BE SOLD TO PRIVATE EQUITY FIRM AND MERGE WITH CABLE COMPANY (3 MINUTE READ) [22] GFiber is being sold to private equity firm Stonepeak and will be combined with Astound Broadband to create a larger Internet service provider. PORTING SOFTWARE HAS BEEN TRIVIAL FOR A WHILE NOW. HERE'S HOW YOU DO IT (1 MINUTE READ) [23] How to port any codebase from one language to another using Ralph loops. THE DEATH OF “GOOD ENOUGH” (5 MINUTE READ) [24] 'Good enough' was previously restricted by time, but AI makes things a lot faster. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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OpenAI’s GPT-5.4 model in ChatGPT cites brand websites far more often than its GPT-5.3 model. Brand sites receive 56% of GPT-5.4 citations ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-03-13 TIRED OF RANDOM ACTS OF MARKETING? FIND YOUR FOCUS WITH ASANA (SPONSOR) [4] Marketing in 2026 is a whirlwind. Expectations are sky high, AI FOMO is everywhere, and the new playbook is being written in real time. Find calm in the marketing storm with Asana [4]. Asana is the work management platform where marketers find a single source of truth, coordinate smoothly, and deliver results - with AI that makes you better [4] rather than getting in your way. ↗️ 50% faster campaigns launches ↗️ 22% higher productivity ↗️ 92% of marketing C-suite say their teams work better together 🧘‍♀️ No more stress-emailing about who's doing what. Sign up for free to end the marketing chaos [4] 📱 NEWS & TRENDS 56% OF GPT-5.4'S CITATIONS GO TO BRAND WEBSITES. ONLY 8% OF GPT-5.3'S DO (13 MINUTE READ) [5] OpenAI's GPT-5.4 model in ChatGPT cites brand websites far more often than its GPT-5.3 model. Brand sites receive 56% of GPT-5.4 citations but only 8% of GPT-5.3 citations. GPT-5.4 sends an average of 8.5 fan-out queries per prompt, while GPT-5.3 sends only 1 query. GPT-5.4 also cites commercial pages far more often. It cited pricing pages 138 times across 50 prompts, while GPT-5.3 cited them only 4 times. The models rarely cite the same sources. SOFTWARE ISN'T DEAD. WHAT'S VALUABLE IS CHANGING (7 MINUTE READ) [6] AI is shifting software value from user interfaces to systems that capture data and automate work. The selloff in software stocks followed a narrative that AI makes SaaS obsolete, yet code was never the main moat. The most valuable layer is structured data systems of record that give AI agents the context needed to act, while new systems can now be created by extracting structured information from previously unstructured sources. Workflow products still matter because they encode industry knowledge about how work should be done, even if agents perform the steps instead of humans. The biggest shift is automation that replaces labor, which allows software to sell economic output instead of tools. LABOR MARKET IMPACTS OF AI: A NEW MEASURE AND EARLY EVIDENCE (15 MINUTE READ) [7] Anthropic's study finds that AI is reshaping knowledge-based roles rather than low-wage jobs. They introduce a measure called observed exposure. It combines theoretical AI capabilities with real-world usage and focuses on automated, work-related tasks. Computer programmers, customer service reps, and financial analysts are the most exposed. Actual AI coverage remains far below its theoretical potential. Workers in these roles are generally older, female, highly educated, and higher-paid. Overall, unemployment has not risen, but hiring of younger workers in exposed occupations has slowed. The US Bureau of Labor Statistics projects slower growth in these fields through 2034. 🚀 STRATEGIES & TACTICS WIN REPORT: HOW AN INGENIOUS USE OF CTAS INCREASED CONVERSIONS BY 57% (2 MINUTE READ) [8] Clear expectations at the point of action increased conversions by 57% for FanTokens.com. The site redirects buyers to an external exchange to complete a purchase. User testing showed that many visitors felt uneasy when the redirect appeared without warning. The site changed the CTA from “Buy” to “Buy on [exchange name]” and added exchange logos and colors to the buttons. This change removed the surprise and improved trust during a critical step in the buying process. HOW TO DECIDE WHAT EMAILS TO SEND TO YOUR AUDIENCE (7 MINUTE READ) [9] Email content works best when it starts with understanding the signals your audiences give. Segment your list into groups based on behavior, engagement, or purchase stage. Tailor emails to what each group needs. Intent-driven emails respond to actions or objections. Awareness emails educate or build trust. Campaign emails share product launches, events, or promotions, but only to relevant recipients. Look for ideas in support interactions, reviews, and online discussions. Keep each email focused on one goal with guidance and a clear next step. 🧑‍💻 RESOURCES & TOOLS FROM SEARCH TO PURCHASE: UNDERSTANDING THE NEW BUYING JOURNEYS (WEBINAR) [10] This webinar on March 18 looks at how buying journeys have become fragmented as consumers search across social platforms, marketplaces, and AI tools. It introduces Search Intelligence and explains how analyzing search behavior can reveal localized trends and ensure brands appear where audiences seek information. The session also shares real examples of companies using Trajaan to turn search data into insights that enhance brand visibility. HOW TO USE AI FOR CONTENT WITHOUT CREATING SLOP (58 MINUTE VIDEO) [11] In this video, Eoin Clancy, VP of Growth at Airops, explains the role of content engineers and the 3 key signs of low-quality AI content. He also shares strategies for using AI without producing “slop”. Eoin dives into why webinars are Airops' top growth channel. He covers how they select topics, choose guests, run ungated sessions, and follow up to drive revenue. 🎁 MISCELLANEOUS WHY MOST BRANDS STILL MISUNDERSTAND CREATOR MARKETING (4 MINUTE READ) [12] Many brands still misunderstand creator marketing because it often gets added late in campaigns instead of being built into strategy from the start. Brands often assign influencer work to social or PR teams even though creator partnerships require separate expertise and dedicated processes. Many strategies also fail because agencies do not explain why specific creators or tactics support larger marketing goals. Long-term creator partnerships produce better insights and performance because brands gain audience feedback and data across multiple campaigns. BRANDS THAT WIN ARE CLEARER, NOT LOUDER (4 MINUTE READ) [13] Signal theory says that every brand action communicates something to the market, and brands that chase trends or cultural moments often signal desperation rather than the relevance they intended. The brands that stand out are committed to a specific identity that alienates some people and attracts exactly the right ones. If a competitor's logo can be swapped onto a brand's marketing without anything changing, the brand has no signal worth following. STOP ASKING ENGINEERING FOR FAVORS: GIVE THEM AN SEO PRD (7 MINUTE READ) [14] Most SEO fixes fail to ship not due to technical complexity but due to framing, with SEO teams making requests in a format engineering teams are not built to act on. Adopting a product requirements document structure forces SEO recommendations into the same language product managers use to get features built, complete with problem statements tied to business impact, user stories, acceptance criteria, and rollback thresholds. The format also creates accountability on both sides since a PRD with clearly defined requirements and success metrics gives the SEO team a paper trail when fixes are poorly implemented due to vague specs. ⚡ QUICK LINKS SCART-FRAMEWORK TO WRITE ANY POST (1 MINUTE READ) [15] A framework to structure posts that balances stories, education, and promo content. DISNEY+ IS ROLLING OUT ITS TIKTOK-LIKE ‘VERTS' SHORT-FORM VIDEO FEED (2 MINUTE READ) [16] Disney+ is bringing short-form vertical video to its US mobile app with Verts, a scrollable feed of scenes and moments from its catalog designed to drive content discovery and daily engagement. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b2eeeb3a-1e9a-11f1-b4d0-e7b3b9a2d256&pt=campaign&t=1773401326&s=b73e98a00001922c3dbc2ef3fab86f8e80ba1745cc9b61eeda581a2faa2e85c3 [4] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq4_janv1long_cstm_cstm_tryfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-031326 [5] https://writesonic.com/blog/chatgpt-citation-study-gpt-5-4-vs-gpt-5-3?utm_source=tldrmarketing [6] https://www.8vc.com/resources/software-isnt-dead-whats-valuable-is-changing?utm_source=tldrmarketing [7] https://cdn.sanity.io/files/4zrzovbb/website/3f7fd9d552e66269bdb108e207c5d80531d04b8b.pdf?utm_source=tldrmarketing [8] https://conversion-rate-experts.com/fantokens-ctas-win-report/?utm_source=tldrmarketing [9] https://weareastral.co.uk/thevault/how-to-decide-what-emails-to-send-to-your-audience?utm_source=tldrmarketing [10] https://www.brandwatch.com/webinars/new-buying-journeys/?utm_source=tldrmarketing [11] https://links.tldrnewsletter.com/k2ZFMA [12] https://www.netinfluencer.com/why-most-brands-still-misunderstand-creator-marketing-according-to-consultant-lauren-simpson/?utm_source=tldrmarketing [13] https://martech.org/brands-that-win-are-clearer-not-louder/?utm_source=tldrmarketing [14] https://www.productledseo.com/p/stop-writing-seo-briefs-write-prds?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/nbroekema_im-just-overwhelmed-a-cohort-member-said-share-7437847032196804608-ibwU?utm_source=tldrmarketing [16] https://techcrunch.com/2026/03/12/disney-is-rolling-out-its-tiktok-like-verts-short-form-video-feed?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b2eeeb3a-1e9a-11f1-b4d0-e7b3b9a2d256&pt=campaign&pv=4&spa=1773399718&t=1773401326&s=203e66cc26f761a7e907f0e5ad2e7c410a0d49f77751ddad690986f101a6e3e2

Meta's new foundational AI model, Avocado, has fallen short on internal tests for reason, coding, and writing. The model's release will be delayed ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [SerpApi] [4] TLDR 2026-03-13 ONE API FOR GOOGLE, MAPS, SHOPPING & MORE (SPONSOR) [4] Building something that needs search data? SerpApi converts Google, Maps, Shopping, and other search engines into structured APIs. Just a simple GET request. No scraping infrastructure. No proxy rotation. No parser maintenance. Use cases include: 👉 AI grounding 👉 Market research 👉 SEO, GEO, & rank tracking SPECIAL OFFER FOR TLDR: Start with 250 free searches/month [4] or claim 3 months at 50% [4] off for new accounts. 📱 BIG TECH & STARTUPS META DELAYS ROLLOUT OF NEW AI MODEL AFTER PERFORMANCE CONCERNS (4 MINUTE READ) [5] Meta's new foundational AI model, Avocado, has fallen short on internal tests for reason, coding, and writing. It is not performing as strongly as the leading AI models from rivals like Google, OpenAI, and Anthropic. The model's release will be delayed until at least May while Meta works on improving it. Meta's leaders are already thinking about the next AI model, which will be named Watermelon. GOOGLE MAPS GETS ITS BIGGEST NAVIGATION REDESIGN IN A DECADE, PLUS MORE AI (3 MINUTE READ) [6] Google Maps has implemented a feature called Ask Maps that helps users plan trips and answers complex questions about locations. Powered by Gemini, it is accessible via a button up near the search bar. It works like a chatbot, so users can send follow-up prompts to refine and expand on its suggestions. Ask Maps is rolling out now in the US and India, but only on Android and iOS. Web support will come later. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BUILDING A HOME ROBOT WITH ZERO ROBOT DATA (3 MINUTE READ) [7] Data-first home robot company Sunday Robotics has announced a Series B raise. The company's unique approach claims zero robot data, with a focus on real-world data only. It uses exact duplicates of tools mounted on robot arms to collect all of its robot data while data collectors wear a hat that captures wide field-of-view RGB camera images. The company has developed a glove that allows it to create a distributed network of operators to collect high-quality, diverse data at a massive scale. THE ELUSIVE COST SAVINGS OF THE PREFABRICATED HOME (42 MINUTE READ) [8] Factory-manufactured homes can, in certain cases, yield substantial cost savings over conventional construction. A single-wide manufactured home is probably around 40% to 50% cheaper than an equivalent site-built home. However, these savings quickly disappear with larger and more complex homes. This doesn't mean the industrialization of home building is a doomed enterprise, but it does show how it is an enormously complex problem. 💻 PROGRAMMING, DESIGN & DATA SCIENCE CRUSOE BYOM: 5X HIGHER THROUGHPUT FOR CUSTOM MODELS (SPONSOR) [9] You've built the perfect fine-tuned model - but running it on generic cloud infrastructure, you're going to hit performance bottlenecks. The culprit? Standard infra that wasn't designed for proprietary architectures. Crusoe's Bring Your Own Model (BYOM) [9] is your ticket to scale without compromise. Powered by MemoryAlloy™ technology [9], Crusoe optimizes its inference engine specifically for your unique weights, achieving: → 5x higher throughput. → Breakthrough Time-To-First-Token speed compared to stock vLLM. → Dedicated capacity and "glass box" visibility. → Total IP ownership stays with model builders. Stop letting infrastructure hold back your AI innovation. Scale your fine-tuned models with precision [9] THE PERPLEXITY API PLATFORM IS NOW A FULL-STACK, MODEL-AGNOSTIC API PLATFORM FOR BUILDING AGENTS (3 MINUTE READ) [10] The Perplexity API platform replaces model providers, search layers, and embeddings. It allows developers to swap between the latest frontier models and configure curated presets, tool access, step limits, and token budgets, all from one endpoint. Developers have direct access to the same index that powers Perplexity to call real-time information with citations within apps and agents. They will also have access to the same execution environment that Perplexity uses internally as a standalone service. SHOPIFY/LIQUID: PERFORMANCE: 53% FASTER PARSE+RENDER, 61% FEWER ALLOCATIONS (2 MINUTE READ) [11] Shopify's Liquid is an open-source Ruby template engine somewhat inspired by Django. Its developer found dozens of new performance micro-optimizations using a variant of Andrej Karpathy's Autoresearch, a system that runs hundreds of semi-autonomous experiments to find new effective training techniques. Implementing the optimizations resulted in a 53% improvement on benchmarks, an impressive improvement for a code base that's been tweaked with hundreds of contributors over 20 years. The experiment shows how effective the Autoresearch pattern can be. 🎁 MISCELLANEOUS THE SHAPE OF THE THING (5 MINUTE READ) [12] The market instability in February was a preview of what it feels like when the increasing ability of AI starts to interact with markets, jobs, and governments all at once. While feelings of uncertainty will likely spread further, uncertainty is not the same as helplessness. The choices that individuals and organizations make now matter because there is still time to influence the direction the technology develops. Every organization trying to figure out a good way to use AI right now is setting a precedent for everyone else. THIS MIGHT BE THE LAST JOB YOU HAVE (7 MINUTE READ) [13] A huge amount of modern work is already hollow. People sit in meetings that don't matter, produce things that won't last, and perform a version of productivity that everyone silently pretends is real. Most mass layoffs aren't really due to some AI revolution, but because those jobs were already obsolete. AI is bringing in an era where the constraints of work that told us what to do, who to be, and how to spend our days are dissolving. It will take us some time to learn how to deal with this freedom. ⚡ QUICK LINKS TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$350K, FULLY REMOTE) [14] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [15]. MICROSOFT TO MAKE NEW ‘XBOX MODE' AVAILABLE ON ALL WINDOWS 11 PCS NEXT MONTH (1 MINUTE READ) [16] Xbox mode is a controller-optimized interface that lets players browse their library, launch games, use Game Bar, and switch between apps. DON'T VIBE — PROVE (16 MINUTE READ) [17] This post describes a vibe coding system that uses types as specifications, which forces compilers to reject code until they can produce a valid proof that the output satisfies the specification. AMAZON IS DETERMINED TO USE AI FOR EVERYTHING – EVEN WHEN IT SLOWS DOWN WORK (15 MINUTE READ) [18] Amazon's internal AI tool, Kiro, frequently hallucinates and generates flawed code that software developers have to spend time fixing. VITE 8.0 IS OUT! (12 MINUTE READ) [19] Vite 8 delivers up to 10-30x faster builds while maintaining full plugin compatibility. ADOBE CEO SHANTANU NARAYEN SAYS HE WILL STEP DOWN AFTER COMPANY INSTALLS SUCCESSOR (4 MINUTE READ) [20] He will remain as Adobe's company chair. THE MIDDLE LOOP (6 MINUTE READ) [21] There is still plenty of engineering work in software engineering, even if it looks different. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Public hostility toward AI stems from a mix of distrust in tech, economic anxiety, and cultural resistance to synthetic tools ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Ahrefs] [4] TLDR MARKETING 2026-03-12 STILL TRACKING RANDOM PROMPTS? YOU CAN DO BETTER (SPONSOR) [4] Google rankings are just one signal. Your brand is also being mentioned (or not) in ChatGPT answers, YouTube videos, Reddit threads, and TikTok.  Until now, you couldn't measure any of it. Now you can - with Ahrefs Brand Radar [4]. Most AEO tools can't tell you what people are actually asking LLMs. Brand Radar uses real data so you know which prompts to monitor. ✅ Track brand visibility across AI platforms, video transcripts, and community discussions. ✅ See your share of voice vs. competitors ✅ Monitor brand mentions across YouTube, TikTok, and Reddit [4] ✅ Identify visibility gaps and growth opportunities Zero setup. Instant results. ↗️ See how your brand is performing [4] 📱 NEWS & TRENDS WHY DOES EVERYONE HATE AI? (8 MINUTE READ) [5] Public hostility toward AI stems from a mix of distrust in tech, economic anxiety, and cultural resistance to synthetic tools. Public opinion had already turned against tech before AI launched due to issues like the Cambridge Analytica scandal and concerns about social media's effect on mental health. Many people fear job loss because AI arrived during a weak economic moment and threatens knowledge work rather than physical labor. Creatives shape culture and view AI as a threat to identity and artistic work, which fuels backlash online. Adoption will require companies to focus on real benefits like medical breakthroughs, highlight everyday users instead of executives, and support worker retraining as AI reshapes labor markets. AI IS MUCH BIGGER THAN YOU THINK (12 MINUTE READ) [6] AI usage is far larger than commonly reported, with 45B monthly sessions worldwide and 5.4B in the US. Globally, AI now accounts for 56% of search traffic and 34% in the US, with 83% of activity occurring in mobile apps worldwide and 75% in the US. ChatGPT dominates the market, holding 89% of global AI sessions and 86% in the US, while search traffic continues to grow alongside AI, proving usage is additive rather than zero-sum. AI adoption is rapidly expanding, particularly for “asking” prompts, and the overall search ecosystem is growing by 26% worldwide since 2023. AI is creating a larger pie rather than replacing traditional search. 🚀 STRATEGIES & TACTICS HOW TO BUILD INSANELY CREATIVE DIGITAL PR CAMPAIGNS WITH KATY POWELL (15 MINUTE READ) [7] Creative digital PR campaigns require bold ideas, strong validation, and clear measurement tied to business outcomes. Test ideas through topic analysis and journalist feedback before committing to them. Successful campaigns often include multiple story angles and realistic timelines of 4 to 6 weeks to reduce risk if the main concept fails. Research can also reveal strong campaign hooks, such as a study that found 70% of people who gamble do not research their bets. Performance measurement should go beyond backlinks and include brand mentions, social reach, and search visibility to connect campaign results to real marketing goals. THE SIMPLE GENIUS BEHIND THIS LONG-FORGOTTEN GOOGLE CHROME AD (2 MINUTE READ) [8] Committing to one clear strength builds more credibility than competing on range. Research on the goal dilution effect shows that adding benefits to a product claim actively weakens persuasion, with a study demonstrating a 12% drop in perceived effectiveness when a second benefit was listed alongside the first. Chrome ignored its security features and Gmail integration at launch and led only with speed. The browser now holds 71% of the global market. Five Guys followed the same logic in 1986, limiting its menu to burgers and fries and growing over 700% in six years. AI-GENERATED CONTENT VS. AI-ACCELERATED CONTENT (2 MINUTE READ) [9] A CEO grew LinkedIn reach to 100-300K impressions per post by using Claude to analyze hundreds of high performing posts from his account and industry creators. The AI identified patterns in structure and storytelling to create a repeatable content formula. It also analyzed comments on top posts to surface recurring audience questions and themes. The CEO records ideas with WhisprFlow, drops them into Claude, and the AI shapes them into the framework for quick editing and publishing. 🧑‍💻 RESOURCES & TOOLS BRIDGE BRAND AND RETAIL DATA WITHOUT ANOTHER DASHBOARD (SPONSOR) [10] A.Team unifies brand and retail signals into RECOMMENDATIONS EMBEDDED IN YOUR EXISTING WORKFLOWS. Learn the evaluation and unification framework with our CMO's Guide, or schedule a discovery call to EXPLORE A WORKING PROTOTYPE BUILT FROM YOUR DATA. See How It Works for You [10] TOP RESOURCES FOR CLAUDE CODE (4 MINUTE READ) [11] This Notion doc is a curated list of tools, guides, courses, repos, and newsletters to help anyone learn and use Claude Code. It groups official Anthropic docs and MCP info with best reads and guides for GTM users, practical courses, podcasts and videos, plug‑and‑play repos, and skills libraries. NEW: NON-BRANDED QUERIES FILTER IN GSC (1 MINUTE READ) [12] Google Search Console has released a "Non-branded queries" filter, allowing you to remove non-branded queries from your data. Navigate to Performance > Search Results > Add Filter > Query to access it. The filter only applies to data back to late February. 🎁 MISCELLANEOUS 5 DESIGN SKILLS TO SHARPEN IN THE AI ERA (4 MINUTE READ) [13] Visual craft ranks first with 58% of designers and hiring managers citing it as the top skill, while systems thinking, cross-functional collaboration, and AI fluency follow closely behind. The underlying tension the Figma report surfaces is that AI can accelerate exploration and prototype generation, but it cannot challenge assumptions, follow unexpected creative directions, or decide when something technically works but feels wrong. WHAT SHOULD YOUR COMPANY'S AI SOUND LIKE TO CUSTOMERS? (6 MINUTE READ) [14] As AI voice systems move toward handling 70-80% of customer service interactions by 2028-2029, most organizations have no framework for calibrating how confident their AI sounds relative to what it actually knows. Research in vocal psychology shows confident delivery increases persuasiveness and triggers authority deference independent of information quality, meaning a moderately certain AI recommendation can be heard as definitive when spoken aloud. The fix requires institutional governance that classifies interactions by risk and assigns vocal delivery rules accordingly, paired with real-time systems that adjust tone based on model confidence and user context. ⚡ QUICK LINKS SEO TIP: CLEAN UP YOUR SITE NAVIGATION (1 MINUTE READ) [15] Clean up cluttered navigation menus to avoid spreading authority and traffic too thin across the site, which confuses people and Google. 22 RETENTION FLOW TIPS (2 MINUTE READ) [16] Retention improves when brands capture leads early, remove buying friction, and push for repeat purchases quickly. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. 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Apple's upcoming foldable iPhone will have an iPad-like layout when opened. It will be able to run apps side-by-side for the first time ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-03-12 SPEAK NATURALLY INTO YOUR IDE, CLAUDE CODE, OR CHATGPT WITH WISPR FLOW (SPONSOR) [4] The voice layer 100,000+ developers use daily recently launched on Android. Now it's on every platform. Wispr Flow [4] cleans your speech and outputs ready-to-send text. 89% sent with zero edits.  Flow [4] understands CODE SYNTAX and TECHNICAL TERMS, which is why it's used by teams at OpenAI, Vercel, and Clay. 🎙️That means you can write code or give coding agents 10x more context by talking instead of typing. Available on Mac, Windows, iPhone, and now Android. Try Flow Free [4] — unlimited during launch 📱 BIG TECH & STARTUPS APPLE'S FOLDABLE IPHONE TO FEATURE IPAD-LIKE INTERFACE WHEN OPENED (4 MINUTE READ) [5] Apple's upcoming foldable iPhone will have an iPad-like layout when opened. It will be able to run apps side-by-side for the first time. The interior foldable display will be roughly the size of an iPad mini. The external screen will be about the size of the display on a small iPhone. Apple is developing new iOS app layouts so developers can adapt their software to the new interface. MUSK UNVEILS JOINT TESLA-XAI PROJECT ‘MACROHARD,' EYES SOFTWARE DISRUPTION (2 MINUTE READ) [6] Elon Musk has revealed a new joint project between Tesla and xAI called 'Macrohard' or 'Digital Optimus' aimed at creating a system capable of emulating the functions of software companies. The project pairs xAI's Grok with a Tesla-developed AI agent that processes real-time computer screen video and keyboard and mouse actions. The system will run on Tesla's in-house AI4 chip paired with xAI's Nvidia-based server hardware. xAI applied for a trademark for 'Macrohard' in August 2025. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ANDURIL, THE AUTONOMOUS WEAPONS MAKER, DOUBLES THE SIZE OF ITS SPACE UNIT (5 MINUTE READ) [7] Anduril is acquiring ExoAnalytic Solutions, a space intelligence firm that operates a network of sensors that monitor the movements of satellites above Earth. The acquisition will more than double Anduril's staff dedicated to space projects. Anduril is best known for developing autonomous weapons such as cruise missiles, jet-powered missile interceptors, and underwater drones. The purchase of ExoAnalytic will accelerate Anduril's work on supporting national security space customers. HOW TO DESIGN ANTIBODIES (28 MINUTE READ) [8] AI-based tools can now help scientists design original antibodies on computers. Antibodies are among the most versatile tools in biology. Before AI, scientists searching for a useful antibody would have to screen billions of candidates in laboratory assays to identify just a handful with a high affinity for a target. Now, suitable binders can be found after just tens of attempts rather than billions. This post shows readers the modern computational process for designing antibodies from scratch. 💻 PROGRAMMING, DESIGN & DATA SCIENCE 42%+ OPEN RATES. 7M+ TECH PROFESSIONALS. ADD TLDR TO YOUR MEDIA MIX. (SPONSOR) [9] TLDR reaches engineers and technical decision makers across 13 newsletters. Already running Meta? TLDR fills the gap it can't. See how TLDR compares. [9] WORDPRESS EVERYWHERE (5 MINUTE READ) [10] Thanks to advances in WebAssembly, it is now possible to spin up a web server, a database, and a full WordPress installation within a browser in about 30 seconds. WordPress has now launched a site that does exactly that. Users can launch it to build sites and cross-publish apps to the web, desktop, and iOS. WordPress plans to add features like peer-to-peer sync, version control integration, and cloud publishing. TEMPORAL: THE 9-YEAR JOURNEY TO FIX TIME IN JAVASCRIPT (24 MINUTE READ) [11] The JavaScript Temporal object, a full replacement for the Date object, enables date and time management in various scenarios, such as time zone and calendar representation, wall-clock time conversions, arithmetics, and formatting. It has an intricate and powerful API that exposes over 200 utility methods via several classes. Implementing Temporal was a challenge as it was a very large proposal that brought more challenges to JavaScript than any other proposal in the programming language's history. This post takes readers through the journey of how Temporal came to be. 🎁 MISCELLANEOUS PRODUCTIVE INDIVIDUALS DON'T MAKE PRODUCTIVE FIRMS (18 MINUTE READ) [12] Individual AI is the vector by which most of the world's businesses will first experience the transformative magic of AI. However, productive individuals do not make productive firms. There is a gaping need for institutional intelligence that creates coordination, finds signal, creates objectivity, optimizes for edge, and scales revenue. Organizations need an institutional AI purpose-built for domain-specific problems that individual AIs can leverage as a tool. THE MARGINAL HIRE (1 MINUTE READ) [13] Companies are hiring again, but at a lower rate than before. AI is helping teams ship with smaller headcounts. Most organizations aren't laying workers off or restructuring, just hiring less than planned. AI is taking jobs, just invisibly, one unposted job at a time. ⚡ QUICK LINKS WHAT IF YOUR CRM UPDATED ITSELF? (SPONSOR) [14] Lightfield is the AI-native CRM that updates itself after every meeting, tells you what to do next, and handles sales admin for you. Get 3 months free [14] with code TLDRTQL13 NVIDIA IS REPORTEDLY PLANNING ITS OWN OPEN SOURCE OPENCLAW COMPETITOR (2 MINUTE READ) [15] Nvidia has been pitching NemoClaw to various corporate partners ahead of its annual developer conference next week. AI MODELS ARE THE NEW REBAR (7 MINUTE READ) [16] For the vast majority of inference calls, the model is interchangeable, and customers buy on price. META PREPARING TO DEPLOY FOUR NEW HOMEGROWN CHIPS TO HANDLE AI (4 MINUTE READ) [17] Meta's new chips are part of an effort to diversify its hardware sources, reduce reliance on outside chipmakers, and bring down costs. AGAINST VIBES: WHEN IS A GENERATIVE MODEL USEFUL (20 MINUTE READ) [18] Generative models are useful when the relative cost of encoding the work in a prompt and verifying the output is low, and the process used to complete the work doesn't matter. WHEN THE CHAIN BECOMES THE PRODUCT (17 MINUTE READ) [19] Token economics break product feedback loops by introducing a competing optimization target, leading teams to stop asking what developers need and focus on supporting the token narrative. DEVELOPER TO FLEET COMMANDER (6 MINUTE READ) [20] Developers take pride in the code they write, but builders take pride in what gets built, even if it was built through commanding a fleet of agents. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [27] & Stephen Flanders [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [30]. 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BizMachine moved its marketing infrastructure from Google Drive to GitHub because their AI-driven workflows had grown too complex ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wistia] [4] TLDR MARKETING 2026-03-11 LEARN WHY 85% OF MARKETERS SAY AI-ENHANCED VIDEOS OUTPERFORM TRADITIONAL ONES (SPONSOR) [4] That's not a prediction – it's what 500+ marketers reported in Wistia's new AI Video Marketing Trends [4] report. The data shows AI is already reshaping video workflows [4] to eliminate gruntwork: briefing, production schedules, and color grading – leaving the fun stuff for the creatives.  → 51% use AI to ideate and script videos → 64% say AI tools are keeping video production in-house → 49% of companies now have a dedicated AI budget for video Get the report [4] 📱 NEWS & TRENDS LINKEDIN IS THE MOST-CITED DOMAIN FOR PROFESSIONAL QUERIES IN AI SEARCH (3 MINUTE READ) [5] LinkedIn has quickly become a major source in AI search. From November 2025 to February 2026, it moved from about the 11th most cited domain on ChatGPT to around 5th. Growth is driven largely by UGC. Posts, articles, and newsletters now account for nearly 35% of LinkedIn citations, up from about 27%. AI systems are increasingly indexing this publishing layer, giving individuals and companies more opportunity to expand visibility and credibility by sharing expertise on the platform. 65% OF MARKETING JOBS MAY NOT SURVIVE AI (4 MINUTE READ) [6] Anthropic's Labor Market Impacts report ranked marketing specialists fifth among 800 occupations most exposed to AI displacement. The vulnerability extends well beyond content creation to research, segmentation, brand strategy, and competitive analysis. This type of work makes up roughly 80% of what marketers do. US marketing job postings fell 7% YoY in Q2 2025, salaries stayed flat in real terms, and hiring of younger workers in exposed roles dropped 14% versus 2022. 🚀 STRATEGIES & TACTICS A DEFINITIVE GUIDE TO VIDEO HOOKS (1 MINUTE READ) [7] Strong social media videos rely on 3 hooks in the first few seconds to capture attention. Start with a text on screen hook that quickly signals what the video will cover, often through a question or cliffhanger. Pair it with a concise spoken hook that includes key words and delivers the message immediately, since viewers decide quickly whether to keep watching. Add a visual hook through movement or editing, such as zooms, transitions, or dynamic framing, to create curiosity and keep the viewer engaged. WHY REPLYING TO GOOGLE REVIEWS IS ONE OF THE HIGHEST-ROI THINGS YOU CAN DO (6 MINUTE READ) [8] 88% of consumers are more likely to choose businesses that respond to all reviews and those businesses earning 35% more revenue than average. Consumers also spend up to 49% more at businesses that engage with feedback, and a one-star rating improvement can translate to a 5-9% revenue lift according to Harvard research. With 89% of consumers now expecting responses and 50% put off by templated replies, personalized and timely engagement has shifted from a nice-to-have to a baseline expectation, especially for small businesses. 🧑‍💻 RESOURCES & TOOLS OUR MARKETING TEAM IS MOVING TO GITHUB (1 MINUTE READ) [9] The Head of Marketing at BizMachine moved the team's marketing infrastructure from Google Drive to GitHub because their AI-driven workflows had grown too complex for a shared drive. The team manages numerous AI agents, skills, context files, and automations that require reliable collaboration and change tracking. Google Drive lacked version control and structured review, making it difficult to manage updates as the team grew. GitHub provides version history, pull requests, and testing branches, allowing workflows to be updated and tested safely, similar to how engineering teams manage shared infrastructure. THE MARKETER'S GUIDE TO CLAUDE COWORK PLUGINS (5 MINUTE READ) [10] This guide explains how the Claude Cowork plugins package pre-built workflows that allow complex tasks to run with minimal setup. Each plugin bundles domain skills, slash commands for specific actions, integrations with tools such as HubSpot, Ahrefs, and background agents that handle multi-step work. The Marketing Plugin includes commands to plan campaigns, review brand voice, and audit SEO. 🎁 MISCELLANEOUS WHEN PEOPLE ARE MOST LIKELY TO SWITCH BRANDS (4 MINUTE READ) [11] Consumers are most likely to switch brands after they gain some experience in a product category but before they become experts. Analysis of 3.7 million product reviews across nearly 30 years showed that confidence follows an inverted U pattern as experience grows. People were 4.5% more likely to switch makeup brands after reviewing 2 to 10 products, and 54% of people who switched never returned. The research shows that prompting customers to reflect on product quality or benefits can increase confidence and reduce switching. CHECKING AN LLM'S WORK IS A SYSTEMIC, NOT AN INDIVIDUAL, PROBLEM (4 MINUTE READ) [12] LLMs increase output speed but weaken problem definition when teams skip critique and rely on AI-generated prototypes. Tools like ChatGPT spread quickly because they fit workflows that reward speed and visible activity instead of real progress. AI can generate code or designs in seconds, but the output is statistically average and cannot signal when it fails. Humans must review every result, and constant checking increases mental fatigue and burnout. The typical AI prototype workflow lacks a structured design critique, where people question the purpose of a design, examine why decisions were made, and test whether the solution actually solves the user's problem. HOW I STOPPED BORING PEOPLE WITH MY CONTENT (3 MINUTE READ) [13] To make content compelling, focus on finding a specific angle rather than just covering a topic. Avoid “everyday angles” that are common statements your audience has seen many times. Instead, create a “payday angle” by identifying a specific problem your audience faces, uncovering an unexpected or counterintuitive truth about it, and presenting a better path forward. This requires customer research and listening to sales calls. A strong payday angle interrupts expectations and provides insight competitors aren't offering, ensuring your work is noticed. ⚡ QUICK LINKS TO BECOME A BETTER SEO, THINK LIKE A CREATOR (1 MINUTE READ) [14] 15 characteristics of successful creators that can also be applied to SEO. APPLE'S UNHINGED TIKTOK VIDEOS ARE DIVIDING FANS (2 MINUTE READ) [15] Apple wiped its entire TikTok archive and replaced it with a series of surreal and unpolished short clips to highlight the MacBook Neo's color range while leaning hard into Gen Z aesthetics. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=90899714-1cfd-11f1-8f1f-17f123d540ad&pt=campaign&t=1773227975&s=f312bbe38d040438edb048443b9d7f5f56b199e44835abb1b0bbe5577a6ca338 [4] https://wistia.com/explore/ai-video-trends?&utm_source=TLDR&utm_medium=newsletter&utm_campaign=aireport [5] https://www.tryprofound.com/blog/linkedin-is-the-most-cited-domain-for-professional-queries-in-ai-search?utm_source=tldrmarketing [6] https://www.adweek.com/brand-marketing/65-of-marketing-jobs-may-not-survive-ai/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/carmen-vicente_there-are-three-layers-of-hooks-you-should-ugcPost-7434661692678049792-6dEF?utm_source=tldrmarketing [8] https://buffer.com/resources/replying-to-google-reviews/?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/annaevansinbox_our-marketing-team-is-moving-to-github-share-7436488170059313152-jQ5O/?utm_source=tldrmarketing [10] https://getmarketingwithai.substack.com/p/the-marketers-guide-to-claude-cowork?utm_source=tldrmarketing [11] https://app.sciencesays.com/p/when-people-are-most-likely-to-switch-brands?utm_source=tldrmarketing [12] https://productpicnic.beehiiv.com/p/checking-an-llm-s-work-is-a-systemic-not-an-individual-problem?utm_source=tldrmarketing [13] https://www.linkedin.com/pulse/how-i-stopped-boring-people-my-content-finding-unique-lee-densmer-jmlxc/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/briangormanh_if-you-want-to-improve-as-an-seo-think-more-activity-7436752115319873536-PhzP?utm_source=tldrmarketing [15] https://www.creativebloq.com/design/advertising/cool-or-cringe-apples-unhinged-tiktok-videos-are-dividing-fans?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=90899714-1cfd-11f1-8f1f-17f123d540ad&pt=campaign&pv=4&spa=1773226894&t=1773227975&s=256d2bc1904791c755bb81af00658ca413aee0698c3dc74e6562453f4dad7b73

Meta has acquired the Reddit-esque simulated social network, Moltbook. Moltbook was created using OpenClaw, a wrapper for LLM coding agents ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Vanta] [4] TLDR 2026-03-11 THE MORE A BUSINESS GROWS, THE HEAVIER SECURITY GETS. MORE FRAMEWORKS. MORE RISK. MORE PRESSURE TO PROVE TRUST. (SPONSOR) [4] Enter: Calm-pliance [4] from Vanta.  Calm-pliance is the end of forever proving and re-proving trust, and a shift to continuous monitoring—powered by 400+ integrations and 1,400+ automated tests. Companies like Ramp, Writer, and Atlassian use Vanta to save hundreds of hours and prove trust continuously, without the scramble. Less chaos. More clarity.  👉 Find your Calm-pliance here [4]! 📱 BIG TECH & STARTUPS META ACQUIRES MOLTBOOK, THE AI AGENT SOCIAL NETWORK (1 MINUTE READ) [5] Meta has acquired the Reddit-esque simulated social network, Moltbook. Moltbook's creator, Matt Schlicht, and his business partner, Ben Parr, will work within Meta Superintelligence Labs. Moltbook was created using OpenClaw, a wrapper for LLM coding agents that lets users prompt them via popular chat apps. OpenClaw's founder was hired by OpenAI in February. YOUTUBE LAYS CLAIM TO ANOTHER CROWN: THE WORLD'S LARGEST MEDIA COMPANY (2 MINUTE READ) [6] YouTube has become the world's largest media company. It gained more than $60 billion in revenue in 2025. The company is now valued between $500 billion and $560 billion, far above any traditional media competitors. YouTube's scale as a distributor, along with its heavy investment in AI tools, will help it continue its explosive growth. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SPACEX'S STARSHIP MOON LANDER LIKELY TO FACE MORE DELAYS, REPORT SAYS (3 MINUTE READ) [7] SpaceX's Starship lunar lander for NASA faces more delays. NASA recently moved the company's June 2027 moon landing deadline to 2028. A major review of Starship's design was postponed until August, leaving little room to meet the current schedule. The biggest challenge facing Starship's development is demonstrating the vehicle's ability to be refueled in orbit, which must be done repeatedly in order to reach the Moon. ONE VACCINE MAY PROVIDE BROAD PROTECTION AGAINST MANY RESPIRATORY INFECTIONS AND ALLERGENS (8 MINUTE READ) [8] Researchers have developed a universal vaccine formula that protects against a wide range of respiratory viruses, bacteria, and even allergens. The vaccine is delivered intranasally, and it provides broad protection in the lungs for several months. It works by mimicking the signals that immune cells use to communicate with each other during an infection. The vaccine has only been tested in mice, but researchers estimate, in the best-case scenario, that it might be available in five to seven years. 💻 PROGRAMMING, DESIGN & DATA SCIENCE UNBLOCKED: CONTEXT THAT SAVES YOU TIME AND TOKENS (SPONSOR) [9] Give Cursor, Claude Code, and Copilot the organizational knowledge they need to generate code that's ready for git push. Unblocked [9] synthesizes your code, PR history, conversations, docs, and runtime signals to surface the right context for each task. See how it works. [9] CRAWL ENTIRE WEBSITES WITH A SINGLE API CALL USING BROWSER RENDERING (2 MINUTE READ) [10] Cloudflare's Browser Rendering API renders pages in a headless browser and returns the data in multiple formats, including HTML, Markdown, and structured JSON. It is now available in open beta for both the Workers Free and Paid plans. Users can configure crawl depth, page limits, and wildcard patterns to include or exclude specific URL paths. The crawler honors robots.txt directives. WHY I BELIEVE IN SOTA MODELS OVER CUSTOM ONES (1 MINUTE READ) [11] The smarter and more experienced a human is, the better job they will do. Even small tasks benefit from the general life experience of the person doing the execution. This is why SOTA models will always be better than small, specialized models. The best models keep coming down in price, so enterprises will likely just use general models in the long term instead of tuning less capable models. 🎁 MISCELLANEOUS WHY THE ATM DIDN'T KILL BANK TELLER JOBS, BUT THE IPHONE DID (25 MINUTE READ) [12] ATMs were predicted to increase bank teller unemployment, but they didn't. However, the number of bank tellers started to fall after the birth of the iPhone. When a technology automates what a human does within an existing paradigm, it rarely gets rid of the human, as the definition of the paradigm creates the need for human involvement. The iPhone created a new paradigm that made the tasks that the ATM substituted irrelevant. ANTHROPIC TELLS JUDGE BILLIONS AT STAKE IF US SHUNS AI TOOL (3 MINUTE READ) [13] Anthropic could lose billions of dollars in revenue this year due to the Department of War's declaration of the company as a supply-chain risk. It has asked a judge to take quick action on its request to block the decision. The declaration has led to more than 100 enterprise customers contacting Anthropic to express doubt about continuing their relationship. A hearing on Anthropic's request had been set for April 3, but the judge moved it up to March 24. ⚡ QUICK LINKS OPENCLAW BUT SECURE. (SPONSOR) [14] Viktor is an AI coworker in Slack & Microsoft Teams. No hardware, 3,000+ integrations, SOC 2 certified. Give Viktor your worst task (for free) -> [15] PACT (GITHUB REPO) [16] Pact is a multi-agent software engineering framework designed for projects where getting the boundaries right matters more than getting the code written fast. AI SHOULD HELP US PRODUCE BETTER CODE (3 MINUTE READ) [17] Quality enhancements that used to be time-consuming have now dropped in cost to the point where there's no excuse not to invest in quality while shipping new features. AMAZON CONVENES ‘DEEP DIVE' INTERNAL MEETING TO ADDRESS OUTAGES (4 MINUTE READ) [18] An Amazon spokesperson says that a single incident was related to AI, and none of the incidents involved AI-written code. FROM EXPERIMENTAL TOOL TO AI INFRASTRUCTURE: ADAM ZIELIŃSKI'S VISION FOR WORDPRESS PLAYGROUND IN 2026 (8 MINUTE READ) [19] Zieliński's goal for 2026 is to make Playground useful and easily accessible for a large crowd out there that's not super technical. A UNIX MANIFESTO FOR THE AGE OF AI (4 MINUTE READ) [20] The Unix philosophy has survived because its authors built restraint into the architecture. I BUILT A PROGRAMMING LANGUAGE USING CLAUDE CODE (26 MINUTE READ) [21] Cutlet is a dynamic programming language built entirely by Claude Code that combines the expressiveness of Python, Ruby, Lua, and JavaScript with first-class support for running subprocesses, building pipelines, and scripting. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Consumers remain skeptical of AI-led customer service. 46% say AI-powered service rarely or never leads to successful outcomes ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [StackAdapt] [4] TLDR MARKETING 2026-03-10 PERSONALIZATION IS TABLE STAKES. NOW WHAT? (SPONSOR) [4] Marketers say personalization drives revenue. But too many teams are still executing in silos, unable to connect the data, tools, and measurement to prove scale and impact. In StackAdapt's 2026 State of Personalization in Digital Marketing [4], discover: * Where budgets are increasing and where maturity is lagging * What's keeping teams stuck in single-channel execution * How top-performing marketers coordinate paid and owned media to drive measurable revenue Get the full report → [4] Then join the live webinar to see how to close the personalization gap. [5] 📱 NEWS & TRENDS IS GOOGLE STEALING YOUR CLICKS IN AI MODE? (7 MINUTE READ) [6] Google dominates citations in Google AI Mode, often keeping users inside its ecosystem. An analysis of 1.32M citations across 68K keywords shows that Google.com accounts for 17.42% of all citations, more than the next six domains combined. Its self-citation rate rose from 5.7% in June 2025 to 17.42% in 2026. Of these citations, 59% point to Google search results and 36.1% to Google Business Profiles. Google leads in 19 of 20 niches, taking 53% of Travel citations and 49% in Entertainment. This trend reduces direct traffic opportunities and makes brand visibility inside AI responses more important than website clicks. CONSUMERS PREFER TALKING TO PEOPLE IN CUSTOMER SERVICE (2 MINUTE READ) [7] Consumers remain skeptical of AI-led customer service and still prefer human support. 46% say AI-powered service rarely or never leads to successful outcomes, and 65% lack confidence in how companies use generative AI. More than 50% doubt businesses will use it responsibly. Over 75% say human interactions often lead to better outcomes, while only 2% want to deal exclusively with AI. Consumers are more comfortable when AI supports humans rather than replaces them. 🚀 STRATEGIES & TACTICS FRAMER'S SMART SEO PLAY (1 MINUTE READ) [8] Framer published a comparison page between its product and Claude Code, which is already appearing in AI-generated answers to product selection queries. The tactic is to create comparison and versus content that positions your product against emerging AI alternatives early. Since LLMs often rely on this format to answer high-intent questions, brands that move fast can capture discovery before third-party sites dominate the category. HOW TIM FERRISS BUILT A ONE-PERSON MEDIA EMPIRE WITH PODCAST STRATEGY, BOOK MARKETING, & PERSONAL BRANDING (3 MINUTE READ) [9] Tim Ferriss built a powerful one-person media brand through long-form podcast content and direct audience ownership. His book, The 4-Hour Workweek, used Google Ads split tests for its title before release. This tactic helped create early adoption. His podcast, The Tim Ferriss Show, became the #1 business podcast on iTunes through deep, 2-4 hour conversations and organic recommendations. His weekly email, 5-Bullet Friday, has 1.5M subscribers and serves as the core audience channel that he fully owns. 🧑‍💻 RESOURCES & TOOLS WHO IS YOUR WEBSITE REALLY FOR? (SPONSOR) [10] If AI handles discovery and research for buyers, your site needs to work for retrieval bots, not just humans. Scrunch reveals how AI agents experience your site—what gets surfaced, ignored, and why. Get a FREE AI SITE AUDIT [11] to find content gaps and technical blockers. SEE HOW AI READS MY SITE → [11] AI CONTEXT SYSTEM FOR OPERATORS: THE CONTEXT ARCHITECTURE THAT MAKES OUTPUT HYPER-SPECIFIC TO YOUR BUSINESS (8 MINUTE READ) [12] AI platform memory captures fragments about a user but fails to organize them into structured business knowledge. This often leads to generic advice because AI cannot prioritize constraints, connect related facts, or adapt its behavior to different tasks. The Context Stack system solves this by structuring information into 3 layers: identity context about the business and constraints, operational context about current priorities and metrics, and relationship context that defines how the AI should advise or execute. This structure allows the AI to use real data to generate specific recommendations instead of general frameworks. The system requires about 30 minutes to set up and short weekly updates to prevent outdated context from degrading AI output. MASTERING MIDJOURNEY: HOW TO CREATE CONSISTENT, BEAUTIFUL BRAND IMAGERY (50 MINUTE PODCAST) [13] AI creative director Jamey Gannon outlines a streamlined workflow for generating consistent brand imagery using Midjourney and Nano Banana, without relying on complex prompts. Her approach centers on mood boards, style references (SREFs), and personalization codes to establish a repeatable visual aesthetic. SREFs tend to outperform general mood boards for consistency, and targeted tools like Nano Banana allow for precise image fixes without full regeneration. This podcast also covers how to package a complete brand imagery system that clients can operate independently. 🎁 MISCELLANEOUS REVENUE ADDICTION KILLS COMPANIES (6 MINUTE READ) [14] Revenue addiction can destroy a company because it forces teams to prioritize short-term revenue over innovation and customer value. Companies that judge every initiative by immediate revenue often kill new ideas and end up prioritizing quick wins. This behavior increases revenue at first, but it weakens product quality and customer trust over time. A healthier approach treats revenue as an outcome of solving customer problems rather than as the main objective. ORGANIC RANKINGS VS. PRODUCT GRIDS: THE NEW E-COMMERCE DIVIDE (4 MINUTE READ) [15] Google product grids now dominate e-commerce search and reduce the visibility of traditional organic results. Product grids cut the CTR on organic results in half and can reach up to 58% CTR, while grid placements increased 82% from 1,825 in May 2025 to 3,321 in February 2026 and appear on 96% of SERPs. Organic rankings and product grid visibility operate independently, as some sites dominate one but have low visibility in the other. ⚡ QUICK LINKS THE 25 MOST OVERUSED MARKETING PHRASES (8 MINUTE READ) [16] A list of vague claims, buzzwords, and CTAs that confuse readers. BEST WAY TO DIFFERENTIATE YOURSELF RIGHT NOW (1 MINUTE READ) [17] Standing out now comes from sharing your thinking process and unfinished ideas. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=86604a02-1c40-11f1-ae87-8d476af412ba&pt=campaign&t=1773141405&s=1445a678a4631d35e7de6d62bd27fb093ab6100ea9411ab328c6baf1a1ccc44a [4] https://go.stackadapt.com/8gputy37 [5] https://go.stackadapt.com/roshdyqz [6] https://seranking.com/blog/google-links-in-ai-mode-answers/?utm_source=tldrmarketing [7] https://www.customerexperiencedive.com/news/consumers-prefer-human-led-customer-service/814226/?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/caseyhill_framer-is-the-only-company-i-have-seen-do-ugcPost-7435810017775267840-SW4-?utm_source=tldrmarketing [9] https://www.marketergems.com/p/how-tim-ferriss-built-media-empire?utm_source=tldrmarketing [10] https://scrunch.com/tldr?utm_source=tldrmarketing [11] https://scrunch.com/tldr [12] https://startupgtm.substack.com/p/the-context-stack?utm_source=tldrmarketing [13] https://www.lennysnewsletter.com/p/mastering-midjourney-how-to-create?utm_source=tldrmarketing [14] https://www.elenaverna.com/p/revenue-addiction-kills-companies?utm_source=tldrmarketing [15] https://www.growth-memo.com/p/organic-rankings-vs-product-grids?utm_source=tldrmarketing [16] https://www.wordstream.com/blog/most-overused-marketing-phrases?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/mallorycontois_the-best-way-to-differentiate-yourself-right-share-7436814591428321280-5rgP?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=86604a02-1c40-11f1-ae87-8d476af412ba&pt=campaign&pv=4&spa=1773140488&t=1773141405&s=1cd8a06e053df5030e62fbc05e8070ad99f36fce76556a650c8399f2af101223

Anthropic has filed two lawsuits against the Department of War to change the Pentagon's decision to label it a 'supply chain risk' ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-03-10 HOW TO TEST AI AGENTS THAT NEVER PRODUCE THE SAME OUTPUT TWICE (SPONSOR) [4] Same input. Same prompt. Different output. That's the reality of testing AI agents that write code, and most teams are shipping without solving it. Nick Nisi from WorkOS [5] tackled this by building eval systems for two AI tools: npx workos, a CLI agent that installs AuthKit [6] into your project, and WorkOS's agent skills that power LLM responses about SSO, directory sync, and RBAC. The post covers how to test against real project structures, score output that's different every time, and catch when your agent makes up methods that don't exist. Learn more about evals → [4] 📱 BIG TECH & STARTUPS ANTHROPIC SUES PENTAGON OVER ‘SUPPLY CHAIN RISK' LABEL (4 MINUTE READ) [7] Anthropic has filed two lawsuits against the Department of War to change the Pentagon's decision to label it a 'supply chain risk'. One of the lawsuits is in the US District court in the Northern District of California, and the other is in the US Court of Appeals for the District of Columbia Circuit. The supply chain risk designation is typically applied to firms that are deemed a major national security risk and has never been used on an American company. Anthropic has offered to continue negotiating with the Pentagon and also offered to help move the Pentagon off its technology and onto another AI system. OpenAI and xAI have signed agreements to provide technology on the Department of War's classified systems in recent weeks. APPLE POSTPONES SMART HOME DISPLAY LAUNCH AS IT WAITS FOR NEW AI AND SIRI (4 MINUTE READ) [8] Apple's smart home display has been delayed until later this year. The project was first scheduled to launch in the spring of 2025, but it was postponed to let the company finish work on a new Siri digital assistant. It was then scheduled to be released this month, but the new Siri is still not yet ready. The display is designed to be a central AI hub for the home that can display personalized data, such as calendar appointments, reminders, notes, and more. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY CHINA LEADS THE HUMANOID ROBOT RACE — BUT THE US STILL HAS A SHOT (6 MINUTE READ) [9] China's humanoid robots now dominate the market with over 90% of global sales and thousands of units shipped last year. Tesla's Optimus robots still won't be ready for launch until at least next year. While Chinese vendors are more advanced when it comes to production scales, US companies are very strong at the technical side of things, especially in the hardware and software departments. By the time humanoid robot startups build up their production bases, they will be ready for large-scale deployment. HOW TO DESIGN ANTIBODIES (29 MINUTE READ) [10] BoltzGen is the leading open-source approach for computational antibody design. It uses the permissive MIT license, so it can be used commercially by anyone. This guide walks through the full process of designing an antibody from home using BoltzGen. The process involves choosing a target, preparing a target structure, running a design campaign, filtering candidates, and experimentally validating the results. 💻 PROGRAMMING, DESIGN & DATA SCIENCE ✂️ CUT QA CYCLES FROM HOURS TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [11] If slow QA cycles are holding your team back from releasing faster, try QA Wolf [12]. Their fully managed, AI-native service delivers 80% AUTOMATED E2E TEST COVERAGE in weeks and helps teams SHIP 5× FASTER by cutting QA cycles from hours to minutes. ⭐ Rated 4.8/5 on G2. Schedule a demo to learn more → [13] CODE REVIEW, A NEW FEATURE FOR CLAUDE CODE (1 MINUTE READ) [14] Code Review is a new feature for Claude Code that dispatches a team of agents on every PR to catch bugs. Built for depth, not speed, the system is now in research preview for Team and Enterprise. Anthropic runs Code Review on nearly every PR. The tool doesn't approve PRs, but it closes the gap so reviewers can cover what's shipping. Reviews are billed on token usage, and admins have several ways to control spend and usage. PERHAPS NOT BORING TECHNOLOGY AFTER ALL (2 MINUTE READ) [15] The recurring concern, that large language models will push technology choices towards the tools best represented in their training data, making it harder for new tools to break through the noise, doesn't really hold up anymore. New models have large enough context lengths that they can consume a lot of documentation before they start working on a problem. Most agents work just fine in existing codebases that use libraries or tools too private or new to feature in the training data. Developers are still free to choose whatever tools they want to use and are not restricted to using the ones LLMs are most familiar with. 🎁 MISCELLANEOUS AFTER FALLING FAR BEHIND THE REST OF INDUSTRY, BLUE ORIGIN CREATES NEW STOCK OPTION PLAN (8 MINUTE READ) [16] When Jeff Bezos launched Blue Origin, he knew that the company would not meet investors' expectations for return on investment over a typical investing horizon. Decades later, the company is still not operationally profitable, though recently, it has made impressive strides and seen financial returns from the sale of engines and commercial launches. To continue its growth and attract top talent, Blue Origin will begin granting stock options to employees this spring. The new program is structured to provide opportunities for liquidity events that will enable employees to convert vested stock options into realized value. More details about the program will be released during a company-wide meeting on April 17. AMAZON TELLS FCC TO BIN SPACEX'S MILLION-SATELLITE DATACENTER DREAM (2 MINUTE READ) [17] Amazon has criticized SpaceX's application for permission to launch a fleet of orbital datacenter satellites as incomplete, speculative, and unrealistic. It wants regulators to reject the application, which it says is a speculative placeholder rather than a complete application under the Commission's rules. Amazon also raised concerns about satellite interference and environmental objections. Analysts say that SpaceX's plan of putting datacenters in space is 'peak insanity' as running spaceborne facilities would be uneconomical and could never satisfy terrestrial demand for compute power. ⚡ QUICK LINKS FORMER META AI CHIEF'S START-UP IS VALUED AT $3.5 BILLION (3 MINUTE READ) [18] Yann LeCun's Advanced Machine Intelligence Labs is only a month old and employs just 12 people. GHOSTTY 1.3.0 (30 MINUTE READ) [19] Ghostty 1.3.0 is a significant release that includes hundreds of improvements, bug fixes, and performance optimizations across all platforms. BLUESKY CEO JAY GRABER STEPS DOWN (2 MINUTE READ) [20] Graber, who will be replaced by Toni Schneider as interim CEO, will transition to a new role as chief innovation officer. VIDEO CONFERENCING WITH POSTGRES (7 MINUTE READ) [21] SpacetimeDB recently open-sourced a way for people to make video calls over a database. 10X IS THE NEW FLOOR (3 MINUTE READ) [22] AI amplifies people with agency and curiosity. THE HUMAN.JSON PROTOCOL (12 MINUTE READ) [23] human.json is a lightweight protocol for humans to assert authorship of their site content and vouch for the humanity of others. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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“Absurdgasm” describes a consumer sentiment where people feel relief in intentionally irrational, over-the-top brand experiences ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-03-09 70+ TRIED-AND-TESTED AI PROMPTS FOR SOCIAL MEDIA TEAMS (SPONSOR) [4] "Hey ChatGPT, I need a post about this new product launch." That's not going to work... unless you're a fan of the rocketship emoji 🚀🚀🚀 The right prompt makes all the difference. But you don't have to reinvent the wheel. Sprout Social created the AI Prompt Library [5]: a collection of 70+ professional, copy-paste prompts built specifically for social media teams. This is not your generic “write a caption” prompts. It's step-by-step instructions that help LLMs deliver work [5]: 📋 Campaign planning and social strategy 🔍 Performance analysis and insights 💬 Response and crisis scenarios ✍️ Brand-aligned content Access the prompt library (free) [6] 📱 NEWS & TRENDS OPENAI DROPS PLAN FOR DIRECT CHECKOUT INSIDE CHATGPT (5 MINUTE READ) [7] OpenAI is abandoning plans to support direct checkout inside ChatGPT and will instead route purchases to third party retailer apps or websites. Internal data showed that while users frequently use ChatGPT to research and compare products, very few complete purchases within the chatbot. The shift is also driven by major technical and compliance challenges. Going forward, ChatGPT will focus on product discovery while leaving transactions to existing commerce platforms. HOW GOOGLE PICKS WHICH SENTENCES TO CITE IN AI MODE—REVERSE-ENGINEERING 42,971 CITATIONS (22 MINUTE READ) [8] Google AI Mode often cites short sentences near the top of a page and favors structured content. Cited sentences average about 10 words, and none exceed 17 words. Most cited sentences appear about 34.9% down the page, and structured pages show a 91.3% sentence match rate compared to 39.3% for unstructured pages. Only 25.3% of cited URLs appear in the organic top 10 search results, and 74.7% come from outside those rankings. The median cited page is 2.2 years old, and over 52% of cited content is more than two years old. 🚀 STRATEGIES & TACTICS WHICH BRAND ELEMENTS MAKE YOU UNIQUE (3 MINUTE READ) [9] Logos, mascots, and fonts drive stronger brand recognition than color alone. Consumers are about twice as likely to correctly match characters and logos with the right brand than colors. Color performs poorly as a distinctive asset since 82% of color cues are shared across multiple brands. Visual symbols work better because the brain processes them quickly and forms clear associations. WIN REPORT: HOW REASSURING SPORTS FANS INCREASED CONVERSIONS BY 29% (2 MINUTE READ) [10] Clear explanations and trust signals increased conversions by 29% on Fan Tokens. Many sports fans discovered Fan Tokens through team social media but did not understand how the tokens worked or whether the platform was legitimate. Research showed that lack of knowledge caused 24% of non-converters to abandon the site. The updated homepage explained what Fan Tokens are and presented the platform as the official Fan Tokens hub trusted by 80+ sports brands. The changes helped new users understand the product and feel confident enough to convert. 🧑‍💻 RESOURCES & TOOLS ALREADY RUNNING FB ADS? TLDR FILLS THE GAP IT CAN'T. (SPONSOR) [11] Meta gets you reach. TLDR gets you technical decision makers who are actively looking for new solutions. 7M+ subscribers across 13 newsletters with 42%+ open rates. See how TLDR compares. [11] CHATGPT 5.4 HAS HIDDEN FAN-OUT QUERIES. YOU CAN STILL GET THEM VIA THE API (PYTHON SCRIPT INCLUDED) (2 MINUTE READ) [12] ChatGPT version 5.4 now hides fan-out queries in the conversation console. Tools that scraped these queries from conversation files or browser developer tools no longer work, but the fan-out queries still exist in the API for the GPT-5.4 model. A Python script can send a query through the OpenAI Responses API and extract the response data, citations, and fan-out queries. The script can also save the full response to JSON files for later analysis. I SAID AI CAN'T SIMULATE YOUR CUSTOMERS. THEN I BUILT A TOOL THAT DOES (3 MINUTE READ) [13] AI cannot simulate real customer behavior or predict purchase decisions, but it can still review a website like a first-time visitor and detect confusing or weak messaging. The RoastMyWebsite tool generates 5 virtual personas and reviews a homepage to produce a grade, estimated bounce rate, and specific feedback based on the site's copy. The tool can find messaging gaps and contradictions, such as claims of simplicity next to pricing pages that contain 47 line items. AI works well for quick heuristic evaluation, but it cannot replace real customer research or predict whether people will buy. 🎁 MISCELLANEOUS WE ASKED 7 B2B REDDIT STRATEGISTS WHAT “GOOD” CONTENT LOOKS LIKE (11 MINUTE READ) [14] Reddit has become the most cited domain across major AI platforms. Many brands fail by treating it as a distribution channel and pushing product messages that communities reject. Successful brands follow a “lurk, learn, leap” approach. They spend time in communities, share genuinely helpful insights, and let product mentions emerge naturally. The goal is no longer just meeting subreddit standards but being good enough to be the answer AI provides to someone making a purchase decision. ABSURDGASM—WHEN NONSENSE BRANDING HITS RIGHT (4 MINUTE READ) [15] “Absurdgasm” describes a consumer sentiment where people feel relief in intentionally irrational, over-the-top brand experiences. It is less about shock value and more about emotional alignment, with brands acknowledging the same cultural dissonance their audience feels instead of pretending everything makes sense. In crowded markets where functional benefits look the same, absurdity cuts through by giving people something to react to and bond over. ⚡ QUICK LINKS HOW TO MAKE YOUR LINKEDIN HEADLINE RECRUITER-FRIENDLY (1 MINUTE READ) [16] Highlight your scope, environment, and product stage in your headline to match how recruiters search. EMAIL IDEA: “TRENDING LATELY” PRODUCTS (1 MINUTE READ) [17] Highlight 3-4 products that are trending right now to show what's gaining momentum, not just what has always been popular. WHICH CLAUDE FOR YOUR MARKETING TASK? (2 MINUTE READ) [18] This post outlines which Claude app to use for chat, coding, or workflow tasks. X IS TESTING A NEW AD FORMAT THAT CONNECTS POSTS WITH PRODUCTS (2 MINUTE READ) [19] X is testing a native ad format that surfaces product recommendations beneath relevant user posts. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=12c3a2cc-1b89-11f1-ae27-ed3aec25b918&pt=campaign&t=1773055499&s=fa8e22300617e5173f4e95c49cc0e88af5b22ed262701e05ed3436bd854bf950 [4] https://sproutsocial.com/insights/templates/social-media-ai-prompts/?utm_source=tldr&utm_medium=cpc&utm_campaign=tldr-nl-2026_consideration__2026_campaign&utm_content=tldr-nl-2026_consideration-mar-9-ai-prompt-library&utm_term=headline [5] https://sproutsocial.com/insights/templates/social-media-ai-prompts/?utm_source=tldr&utm_medium=cpc&utm_campaign=tldr-nl-2026_consideration__2026_campaign&utm_content=tldr-nl-2026_consideration-mar-9-ai-prompt-library&utm_term=body [6] https://sproutsocial.com/insights/templates/social-media-ai-prompts/?utm_source=tldr&utm_medium=cpc&utm_campaign=tldr-nl-2026_consideration__2026_campaign&utm_content=tldr-nl-2026_consideration-mar-9-ai-prompt-library&utm_term=cta [7] https://www.thekeyword.co/news/openai-drops-plan-for-direct-checkout-inside-chatgpt?utm_source=tldrmarketing [8] https://hackmd.io/@A09fyOMpSD2VYIJodmXHqQ/r1eJyqthdbe?utm_source=tldrmarketing [9] https://app.sciencesays.com/p/which-brand-elements-make-you-unique?utm_source=tldrmarketing [10] https://conversion-rate-experts.com/fantokens-reassuring-sports-fans-win-report/?utm_source=tldrmarketing [11] https://advertise.tldr.tech/comparison/meta-ads-vs-tldr/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary03092026 [12] https://nectivdigital.com/blog/chatgpt-5-4-has-hidden-fan-out-queries-you-can-still-get-them-via-the-api-python-script-included/?utm_source=tldrmarketing [13] https://www.leahtharin.com/p/i-said-ai-cant-simulate-your-customers?utm_source=tldrmarketing [14] https://foundationinc.co/lab/reddit-content-foundation-experts/?utm_source=tldrmarketing [15] https://www.brandingmag.com/felix-mathieu/branded-sentiments-absurdgasm-when-nonsense-branding-hits-right/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/theresapark9_i-reviewed-a-linkedin-profile-this-week-for-activity-7434628743505092608-vTmW?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/andreasja_underrated-email-campaign-idea-trending-activity-7435685666056769536-2y5n?utm_source=tldrmarketing [18] https://www.linkedin.com/posts/brandonredlinger_since-claude-hit-1-on-the-apple-app-store-share-7435027579322974208-1gxM?utm_source=tldrmarketing [19] https://techcrunch.com/2026/03/06/x-is-testing-a-new-ad-format-that-connects-posts-with-products/?utm_source=tldrmarketing [20] https://refer.tldr.tech/eb173905/5 [21] https://hub.sparklp.co/sub_dde87fb1813a/5 [22] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://www.linkedin.com/in/alikoh/ [27] https://www.linkedin.com/in/maddisalmon/ [28] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=12c3a2cc-1b89-11f1-ae27-ed3aec25b918&pt=campaign&pv=4&spa=1773054072&t=1773055499&s=c94b26c714e14e3435737ed2fa33aa4f9e56b47968657905498353f8c6c01c17

Cursor is building a research powerhouse to outmaneuver Anthropic and OpenAI, and prioritizing contracts with large enterprises ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-03-09 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS CURSOR GOES TO WAR FOR AI CODING DOMINANCE (12 MINUTE READ) [9] Until recently, Cursor seemed nearly unstoppable. Then, Anthropic's Claude Code crossed $1 billion in annualized revenue within six months and hit $2.5 billion last month, surpassing Cursor, and OpenAI's Codex coding agent was downloaded over a million times in its first week. Perceived momentum can appear or evaporate overnight in the fast-moving world of AI. In response, Cursor is building a research powerhouse to outmaneuver Anthropic and OpenAI, and prioritizing contracts with large enterprises, which can be more stable than consumer subscriptions. APPLE ‘ULTRA' PRODUCTS EXPANSION IS UP NEXT AFTER MACBOOK NEO LAUNCH (6 MINUTE READ) [10] Apple plans to release several higher-end products, including a foldable iPhone, new AirPods, and a MacBook Pro with a touch-enabled OLED display. Other product lines will likely expand to a superpremium tier, including the iPad and iMac. The approach is typical of CEO Tim Cook's playbook of taking proven products and stretching them across multiple price points to capture as much market share as possible. It wouldn't be surprising if the MacBook Neo eventually expanded into multiple variants, even a larger-screen model. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY STEM CELL TREATMENTS FOR PARKINSON'S AND HEART FAILURE APPROVED IN WORLD FIRST (3 MINUTE READ) [11] Japanese pharmaceutical company Sumitomo Pharma has received a conditional and time-limited approval for the manufacture and sale of Amchepry, a Parkinson's disease treatment. The treatment involves transplanting stem cells developed into the precursors of dopamine-producing brain cells into a patient's brain. Medical startup Cuorips has also received approval from Japan's health ministry to manufacture and sell ReHeart, heart muscle sheets that can help form new blood vessels and restore heart function. The treatments could be on the market and rolled out to patients in Japan as early as this summer. ASTEROID DEFENSE MISSION SHIFTED THE ORBIT OF MORE THAN ITS TARGET (5 MINUTE READ) [12] The Double Asteroid Redirection Test (DART) operation in September 2022 changed the trajectory of the entire Didymos binary system and altered its orbit around the Sun. The vending-machine-sized probe crashed into the smaller asteroid at over 22,000 kilometers per hour, decreasing the along-track velocity of the entire system by roughly 11.7 micrometers per second. Some of the rock and dust created by the impact gave the asteroids a push roughly equal to the initial impact of the spacecraft itself, further changing the asteroids' orbits. The final verification of the DART mission's consequences will come in late 2026 when the ESA's Hera spacecraft arrives at the Didymos system. 💻 PROGRAMMING, DESIGN & DATA SCIENCE CLERK CORE 3 IS OUT (SPONSOR) [13] The new release includes a visual theme editor, ~50KB bundle reduction, concurrent React support, and keyless mode so your agents can scaffold auth without leaving the editor. An upgrade CLI handles the migration automatically. Less time on auth, more time on product. Upgrade to Core 3 today [14] I DON'T KNOW IF MY JOB WILL STILL EXIST IN TEN YEARS (4 MINUTE READ) [15] It is unclear if the software engineering industry will survive another decade. If it does, it will certainly change more than it did in the last two decades. Software allows for the automation of jobs, which is why it is such a lucrative profession. There aren't any genuinely new capabilities that AI agents need in order to automate software engineering, they just have to get better and more reliable at doing the things they can already do. It's hard to believe that AI will cause demand for software engineers to increase rather than decrease. THE LINUX KERNEL WILL SOON BE MIT-LICENSED AND COPYLEFT WILL BE DEAD WITHIN 5 YEARS (2 MINUTE READ) [16] A disagreement in a project licensed under the GPL resulted in a developer reimplementing the project with AI from start to finish. The AI generated a complete clean room implementation with just 1.3% in common code. This scenario signals the end of copyleft. Companies that want to use GPL software will likely rather spend a week reimplementing projects with AI assistance than dealing with the headaches of licensing. 🎁 MISCELLANEOUS STABLECOIN FIRMS BET BIG ON AI AGENT PAYMENTS THAT BARELY EXIST (7 MINUTE READ) [17] Circle and Stripe are racing to build a payments system for a world where autonomous AI agents transact millions of times a day using stablecoins. Circle's Arc is a blockchain for stablecoin payments that allows autonomous agents to hold a balance and spend across networks with transaction costs of only fractions of a penny. Stripe's Tempo is a blockchain with a $5 billion valuation designed specifically for stablecoin payments. While fast and cheap, stablecoin transactions lack the fraud protection, dispute resolution, and credit extension that cards bundle into every payment. A potential path forward may be virtual cards that settle on the back end via stablecoins, which allows card networks and stablecoin rails to coexist rather than compete. FOR OPENAI AND ANTHROPIC, THE COMPETITION IS DEEPLY PERSONAL (8 MINUTE READ) [18] OpenAI created the fastest-growing consumer app in tech history. However, Anthropic managed to add thousands of big businesses as customers in just a few months and expects to see $19 billion in revenue this year. The recent controversy with the Pentagon has helped Anthropic, and its app has soared to the number one spot on Apple's App Store. The situation is just the latest round in a long-running and deeply personal feud between the two companies, whose executives have differing views on how AI should be created. ⚡ QUICK LINKS A MODEL OF HOW SIMPLICITY GETS REWARDED (2 MINUTE READ) [19] You can reward simplicity, you just have to do it indirectly. BUNDLE OF HUMAN NEURONS HOOKED TO SILICON LEARNS TO STUMBLE THROUGH DOOM (2 MINUTE READ) [20] Roughly 200,000 living human neurons grown on a microelectrode array gradually learned to play Doom in response to feedback, a form of reinforcement learning. TESLA OPENS ITS FIRST MEGACHARGER STATION TO SEMI CUSTOMERS IN CALIFORNIA (3 MINUTE READ) [21] The Megacharger station at 4265 E Guasti Road in Ontario, California, is now live and available to Semi fleet customers. DO AI-ENABLED COMPANIES NEED FEWER PEOPLE? (3 MINUTE READ) [22] Claims that companies can get by with way fewer people in the age of AI appear to be true. GNU AND THE AI REIMPLEMENTATIONS (14 MINUTE READ) [23] AI reimplementations are a fair process, but developers should at least put some effort into trying to evolve the work when replicating it. THE NEW APPLE FINALLY BEGINS TO EMERGE (3 MINUTE READ) [24] Apple has added two designers, Steve Lemay and Molly Anderson, to its executive leadership page, which, when combined with the company's recent MacBook Neo launch, signals a turning point for the company. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Brands are leaning into gamified micro-creator programs that reward consistent content, moving away from one-off influencer deals ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wisestamp] [4] TLDR MARKETING 2026-03-06 INSIDER SESSION: HOW TO CREATE A HOLISTIC BRAND EXPERIENCE (SPONSOR) [4] Every company covers the baseline 90% (logo, website, socials, and so on). But truly standing out requires focus on the final 10%. So what does that mean in practice? A shinier logo? More display ads? In this conversation with WiseStamp [4], the Head of Brand at Island, shares how NOT to be generic, and instead, build a brand that is memorable, delights, and provides a holistic experience. Don't miss these practical tips and examples you can immediately apply with your customers. Watch on demand [4] 📱 NEWS & TRENDS WHY MORE BRANDS ARE RETHINKING INFLUENCER MARKETING WITH GAMIFIED MICRO-CREATOR PROGRAMS (5 MINUTE READ) [5] Brands are leaning into gamified micro-creator programs that reward consistent content, moving away from one-off influencer deals. Programs like Urban Outfitters' Me@UO and Sephora's creator ecosystem give smaller creators commissions, access, and perks, while allowing brands to guide content and shape engagement. These programs increase loyalty and let creators contribute to product and campaign decisions. They also act as low-lift entry points for emerging creators and can lead to bigger collaborations with brands. SOCIAL MEDIA PLAYS ‘HUGE ROLE' IN PROMOTING TRADITIONAL GENDER VIEWS (4 MINUTE READ) [6] Social media exposes young men to messages about dominance and young women to traditional femininity. Gen Z men are more likely to support traditional gender roles. 31% believe a wife should obey her husband compared to 13% of men over 60. Among women, 18% of Gen Z agreed versus 6% of older women. Beliefs vary by country, from 4% in Sweden to 66% in Indonesia, and 80% in Thailand feel women's equality has gone too far. These influences are shaping attitudes even as most people hold progressive views. 🚀 STRATEGIES & TACTICS STOP THE MOTHER'S DAY OPT-OUT EMAILS (2 MINUTE READ) [7] Mother's Day opt-out emails started as a thoughtful gesture but lost their impact once brands flooded inboxes with identical messages. Email has no algorithm to filter trends, so people receive every version. Instead of sending a separate opt-out email, design campaigns around customer behavior by using purchase history and intent signals to exclude irrelevant audiences. If you offer an opt-out, place a simple link at the top of the campaign so one click adds them to a Mother's Day exclusion segment. GET YOURSELF A "HYPE MONKEY" (4 MINUTE READ) [8] A growing tactic in B2B marketing is assigning a dedicated social personality to post humorous or relatable content from a personal LinkedIn account, creating daily visibility with target prospects. By connecting with potential buyers and having internal teams engage with each post, companies trigger LinkedIn's algorithm to repeatedly surface that content in prospect feeds. The goal is to build familiarity and positive sentiment long before a sales conversation begins. WHAT CLICKABLE REELS LINKS AND HASHTAG LIMITS MEAN FOR YOUR 2026 INSTAGRAM STRATEGY (9 MINUTE READ) [9] Instagram is shifting discovery from hashtag tactics to AI interpretation, introducing follower-only early access Reels, clickable in-video links, expanded analytics in the Edits app, AI comment sentiment summaries, and a reduced hashtag cap. Brands should treat early access posts as loyalty content or launch moments, use link overlays to move viewers between episodes or tutorial steps, and track the lowest skip rate metric to identify which opening visuals retain viewers. With fewer hashtags allowed, distribution now depends on clear on-screen language and strong audience retention signals. 🧑‍💻 RESOURCES & TOOLS HOW TO TURN CLAUDE CODE INTO YOUR SEO COMMAND CENTER (9 MINUTE READ) [10] Claude Code can act as a centralized SEO analysis hub by pulling data from Google Search Console, GA4, Google Ads, and AI search sources into one project. This allows you to analyze SEO data through natural language queries. The setup takes about an hour and replaces hours of manual spreadsheet work by automatically cross-referencing datasets such as search queries, traffic, and ad performance. In one example, the system found 2,742 search terms that generated ad impressions but zero clicks, 351 opportunities to reduce paid spend where organic rankings were already strong, and 41 content gaps where ads were the only visibility. The workflow uses small Python scripts to fetch data into JSON files, which Claude Code reads to generate insights or reports in seconds. It speeds up analysis but still requires human review because AI can produce incorrect numbers and strategic decisions still depend on marketing expertise. SNAPCHAT IS THE NEW DESTINATION FOR B2B MARKETING (2 MINUTE READ) [11] Snapchat reaches a large group of business decision makers and professionals who influence company spending and strategy. A survey of 2,254 professionals in the US found that Snapchat users are more likely to be executives, founders, or responsible for marketing decisions than non-users. These professionals show strong entrepreneurial behavior and are 2x more likely than non-users to run or start a side business. Social media is the top source of inspiration for new tools and ideas among this audience, and many show strong interest in AI for business solutions. About 60% of Snapchat users believe the platform could play a larger role in helping small businesses and entrepreneurs grow. 🎁 MISCELLANEOUS THE CASE FOR BUILDING LORE (NOT TELLING YOUR STORY) (5 MINUTE READ) [12] Telling an origin story grabs attention, but building lore creates a sense of belonging. Lore is the layered world behind content with consistent visuals, tone, formats, running jokes, or recurring mechanics that make audiences feel inside a universe. It accumulates over time and is discovered rather than explained. Instead of evaluating a single post, consider whether it adds a layer to the larger world. Stories capture interest while lore builds identity and loyalty. WHY LTK LAUNCHED AN AI CHATBOT (6 MINUTE READ) [13] LTK launched LTK AI to meet growing shopper demand for chat-based experiences while ensuring creators are credited and earn commissions. The chatbot recommends products from verified creators. It uses context like location and weather, and aims to combine AI convenience with the discovery experience of social commerce. It also positions LTK competitively against other AI shopping tools and creator-driven platforms, recognizing that shoppers still trust creators more than AI alone. YOUR NEW JOB IS TO ONBOARD AI AGENTS: HOW AI NATIVE COMPANIES ACTUALLY OPERATE (6 MINUTE READ) [14] Managing and onboarding AI agents is becoming the core responsibility across roles at AI native companies. At Linear, agents act as first-class teammates that summarize customer data, create most tickets, and handle many bugs, while humans stay accountable for results. Ramp shows company-wide adoption by pushing employees through four AI proficiency levels and achieving over 500 shipped features and $1B revenue in 2025 with only 25 PMs. Factory builds fully around agents by hiring product engineers, preparing codebases for agent use, and encoding expert knowledge into reusable skills that any employee or agent can invoke. The common playbook is to default teams to AI tools, measure and enforce adoption, and treat agents like new hires that need context and oversight. ⚡ QUICK LINKS HOW ANTHROPIC IS WINNING THE AI PLATFORM MARKETING WAR BY BEING LESS EVIL (2 MINUTE READ) [15] By leaning into more ethical positioning, Anthropic is turning AI safety and restraint into a core brand narrative that differentiates it in the race for platform dominance. WHY A/B TESTING YOUR EMAILS IS (MOSTLY) USELESS (5 MINUTE READ) [16] Most subject line A/B tests are unreliable, so focus on testing strategies like segmentation, timing, and intent signals. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b1c27414-193d-11f1-b56a-15839855a250&pt=campaign&t=1772799695&s=56a2b6ad432abda43ed512123dc09231c93b1de41f61033c7ec091162f73da82 [4] https://www.wisestamp.com/webinar-feb-2026/?Utmsource=paid&Utmmedium=tldr+drop+4&Utmcampaign=webinarfeb2026 [5] https://digiday.com/media/why-more-brands-are-rethinking-influencer-marketing-with-gamified-micro-creator-programs/?utm_source=tldrmarketing [6] https://www.bbc.com/news/articles/c4g55v1g95qo?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/queenofcrm_mothers-day-opt-out-emails-lets-stop-activity-7431608932936171521-vFjk?utm_source=tldrmarketing [8] https://www.marketingideas.com/p/get-yourself-a-hype-monkey?utm_source=tldrmarketing [9] https://links.tldrnewsletter.com/52CWnF [10] https://searchengineland.com/claude-code-seo-work-470668?utm_source=tldrmarketing [11] https://forbusiness.snapchat.com/blog/business-decision-makers-on-snapchat?utm_source=tldrmarketing [12] https://prettylittlemarketer.substack.com/p/the-case-for-building-lore-not-telling?utm_source=tldrmarketing [13] https://scalablepod.com/p/why-ltk-launched-an-ai-chatbot?utm_source=tldrmarketing [14] https://creatoreconomy.so/p/your-new-job-is-to-onboard-ai-agents?utm_source=tldrmarketing [15] https://rohitbhargava.com/how-anthropic-is-winning-the-ai-platform-marketing-war-by-being-less-evil/?utm_source=tldrmarketing [16] https://weareastral.co.uk/thevault/why-a/b-testing-your-emails-is-mostly-useless-and-what-to-test-instead?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b1c27414-193d-11f1-b56a-15839855a250&pt=campaign&pv=4&spa=1772798505&t=1772799695&s=70ed401f0b8ced8c819104f7f6ae00f9bb98a46d82c82c0d50699cb7e1c3461a

OpenAI has released GPT-5.4. It is available as two new API models, gpt-5.4 and gpt-5.4-pro, and also in ChatGPT and Codex CLI ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Viktor] [4] TLDR 2026-03-06 OPENCLAW GIVES YOU AN AI AGENT. VIKTOR GIVES YOUR TEAM AN AI COWORKER. (SPONSOR) [4] Viktor is an AI coworker that lives in your Slack or Microsoft Teams. No hardware, no setup, enterprise security from day one. It connects to 3,000+ tools (Stripe, HubSpot, Meta Ads, GitHub, Notion), delivers board-ready PDFs, builds web apps, and runs scheduled tasks 24/7. SOC 2 certified. Your data never trains models. Watch Viktor work -> [4] Backed by Daniel Gross (Y Combinator), Nat Friedman (ex-GitHub CEO), and Mati Staniszewski (ElevenLabs). See why -> [4] Give Viktor your worst task (for free) -> [4] 📱 BIG TECH & STARTUPS INTRODUCING GPT‑5.4 (1 MINUTE READ) [5] OpenAI has released GPT-5.4. It is available as two new API models, gpt-5.4 and gpt-5.4-pro, and also in ChatGPT and Codex CLI. The model has a knowledge cut of date of August 31, 2025, and a one-million-token context window. OpenAI put a particular focus on improving the model's ability to create and edit spreadsheets, presentations, and documents. It beats GPT-5.3-Codex on all relevant benchmarks. MS EXEC: MICROSOFT'S NEXT CONSOLE WILL PLAY “XBOX AND PC GAMES” (2 MINUTE READ) [6] Microsoft's Executive Vice President for Gaming, Asha Sharma, says that the next-generation of Xbox console will play both Xbox and PC games. It is possible that the console's access to PC games could be limited to Microsoft's existing streaming solution via PC Game Pass, or to games designed for Microsoft's own Xbox-branded PC SDC and the PC Xbox app. However, this could also mean that Microsoft is getting ready to open up its next console to a complete Windows installation. The move could be a response to Valve's upcoming Steam Machine, which is threatening to bring Windows-free PC gaming to living rooms everywhere in the near future. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BRAIN TECH STARTUP SCIENCE CORP. RAISES $230 MILLION TO TREAT BLINDNESS (4 MINUTE READ) [7] Neurotechnology company Science Corp. has raised $230 million, bringing its valuation to $1.5 billion. The funds will be used to commercialize its implant for blindness and develop even more advanced brain devices. Science Corp. is now the second-most valuable brain implant company after Neuralink. Its retina implant, PRIMA, is a chip that sits at the back of the eye to help blind people see with the assistance of a special pair of glasses that projects images into the eye. It has been demonstrated to improve vision for patients with advanced age-related macular degeneration. The device is currently under regulatory review in Europe and the US. CONGRESS EXTENDS ISS AND TELLS NASA TO GET MOVING ON PRIVATE SPACE STATIONS (4 MINUTE READ) [8] Senator Ted Cruz has introduced a new bill to step up the pressure on NASA to create competition among private companies to develop replacements for the International Space Station. The bill mandates that NASA publicly release requirements for commercial space stations in low-Earth orbit within 60 days, release the final request for proposals to solicit industry responses within 90 days, and enter into contracts with two or more commercial providers for such stations within 180 days. The legislation extends the International Space Station's lifespan from 2030 to 2032, but an extension must still be approved by international partners. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AI IS THE NEW SALES FLOOR. CAN YOUR CREATIVES KEEP UP? (SPONSOR) [9] AI agents don't visit your product page. They pull data, strip context, and recompose assets into layouts you never approved. That expensive hero shot? A thumbnail in a competitor grid. Brands that combine 3D + AI infrastructure stay visible [10]. Those without get skipped. Read the full breakdown [10]. A GITHUB ISSUE TITLE COMPROMISED 4,000 DEVELOPER MACHINES (7 MINUTE READ) [11] A version of Cline published to npm on February 17 was byte-identical to the previous version. However, it had a one-line change that installed OpenClaw onto users' machines. This resulted in approximately 4,000 OpenClaw downloads before the package was pulled. The attacker got the npm token by injecting a prompt into a GitHub issue title, which an AI triage bot read, interpreted as an instruction, and executed. NEW "AUTO MODE" PERMISSIONS COMING... (2 MINUTE READ) [12] Claude Code plans to launch Auto Mode in research preview no earlier than March 11. Auto Mode lets Claude handle permission decisions during coding sessions so developers can run longer tasks without being interrupted for manual approvals. It is designed to be a safer alternative to bypassing permissions entirely. Users should only use Auto Mode in isolated environments, as it isn't perfect and won't catch every action that could be considered risky. 🎁 MISCELLANEOUS COSTLESS SACRIFICE (17 MINUTE READ) [13] An essay is only valuable as it costs the writer something. That cost could be the years of experience that seasoned the piece that took hours to write, or it may be in the hours, weeks, or months of research and writing and editing and rewriting until the piece is good enough. A machine writing the same essay, word for word, wouldn't have paid the same price. Humans can read and feel the costlessness of it, even as the prose improves. We demand a cost. ANTHROPIC SAYS IT WILL FIGHT NEW PENTAGON MOVE AS CEO APOLOGIZES FOR LEAKED MEMO (5 MINUTE READ) [14] Anthropic CEO Dario Amodei has apologized for a leaked memo in which he questioned the motives for the US Department of War's declaration that the AI company was a supply-chain risk and severing its government relationships. He had written that OpenAI CEO Sam Altman was attempting to spin/gaslight by claiming to support Anthropic's position while signing his own pact. This is one of the first times the supply-chain risk designation has been applied to a US company. The decision could have consequences for other businesses wanting to do business with the government. Anthropic is challenging the decision in court as it doesn't believe the action is legally sound. ⚡ QUICK LINKS AI RETROSPECTIVE, PREDICTIONS (7 MINUTE READ) [15] A lot of what we knew is being destroyed before our eyes, but new opportunities are being born. THE BRAND AGE (25 MINUTE READ) [16] Brand is what's left when the substantive differences between products disappear. US CONSIDERS REQUIRING PERMITS FOR NVIDIA, AMD GLOBAL AI CHIP SALES (8 MINUTE READ) [17] Officials in the US Commerce Department have written draft regulations that could restrict AI chip shipments to anywhere in the world without American approval. EPIC GAMES SETTLED ANTITRUST CASE TO LOCK IN GAINS WITH GOOGLE STORE WORLDWIDE (11 MINUTE READ) [18] Epic took the settlement in the antitrust lawsuit with Google because it removed uncertainty and brought a quicker cut in commission fees for game developers worldwide. SERVICES: THE NEW SOFTWARE (7 MINUTE READ) [19] The next unicorn will be a software company masquerading as a services firm. HOW DOES AI CHANGE SOFTWARE ENGINEERING? (7 MINUTE READ) [20] AI is a force multiplier with high variance for engineers, but it is unclear whether this means organizations will be more productive. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [27] & Stephen Flanders [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [30]. 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Trust is becoming more personal and insular, which is reshaping the creator economy. 70% of people are hesitant to trust those who differ from them ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Lob] [4] TLDR MARKETING 2026-03-05 HOW AI AND LOGISTICS ARE RESHAPING MAIL (SPONSOR) [4] Lob's _State of Direct Mail: Business Insights 2026 _is here, and the data is clear. Companies are dedicating more marketing budget to direct mail (25%) – but 87% say logistics remains a blind spot. Top-performing teams are closing that gap with tracking, automation, and AI. Learn how → [4] A sneak peek at the data: > ONLY 39% HAVE REAL-TIME DELIVERY TRACKING. Those who do consistently outperform. > TOP PERFORMERS APPLY AI to personalization, attribution, and targeting. > HIGH-ROI TEAMS ARE 3X MORE LIKELY to connect analytics and third-party data. Read the report → [4] 📱 NEWS & TRENDS THE 2026 EDELMAN TRUST BAROMETER REVEALS A MAJOR SHIFT IN THE CREATOR ECONOMY (4 MINUTE READ) [5] Trust is becoming more personal and insular, which is reshaping the creator economy and how brands build influence. The 2026 Edelman Trust Barometer finds that 70% of people are hesitant to trust those who differ from them, and only 32% believe the next generation will be better off. Audiences now favor smaller creators who share their values over large accounts, which shifts success from scale to alignment and community depth. This creates opportunity for niche creators and for brands that partner closely with trusted voices instead of relying on broad campaigns. The report concludes that influence now flows inward toward tight communities where relationships matter more than reach. RESEARCH: HOW AI IS CHANGING THE LABOR MARKET (3 MINUTE READ) [6] Generative AI is reshaping the labor market by shifting demand rather than broadly eliminating white collar jobs. After the launch of ChatGPT in November 2022, US job postings for routine and automation prone roles fell 13%, while demand for analytical, technical, and creative roles grew 20%. The study reviewed nearly all US vacancies from 2019 to March 2025 and found the biggest declines in finance and technology. Researchers also saw a 7% drop in listed skills for automation-prone roles and rising demand for AI-related skills in augmentation-oriented jobs. It concludes that outcomes will depend on how each company invests in reskilling and uses AI to support human work. 🚀 STRATEGIES & TACTICS SHOULD YOU USE IMAGES WHEN PITCHING JOURNALISTS? [NEW DATA] (8 MINUTE READ) [7] Images in PR pitches rarely improve engagement and should be used selectively based on story type. Only 18.8% of pitches include inline images and just 0.1% use attachments, while open rates rise only about 1.25% when images are present. Journalist surveys show moderate interest, as 30% want multimedia and 36% want high resolution images, but most reporters say the strength of the pitch matters more. Images are most useful for product PR, expert credibility, and data visualization, while excessive or large images can hurt deliverability and increase spam risk. The best practice is to include relevant visuals when they add clear value and provide links to full assets instead of relying on heavy email embeds. TIPS FOR BUILDING YOUR FIRST PROJECT WITH CLAUDE CODE (2 MINUTE READ) [8] Start in Plan Mode to save credits and get early directional guidance, using AskUserQuestion to surface ideas you might not have considered. Take screenshots whenever things go wrong instead of trying to explain, as this is the fastest way to troubleshoot. Set up modular skills and provide API keys upfront for tasks like messaging, content examples, ICPs, and brand assets to streamline work. Finally, connect available extensions and plugins, which continually improve outputs by letting Claude experiment with multiple tools until one works consistently. 🧑‍💻 RESOURCES & TOOLS BECOME A CERTIFIED AI EXPERT IN 5 DAYS (4 MINUTE READ) [9] Opal U is offering a free 5-day live cohort for senior marketing leaders to build three AI agents that automate tasks. Participants spend one hour daily learning to prioritize workflows, engineer effective prompts, provide business context, and connect agents to real data. By the end, they demo fully functional agents and join a graduate community for ongoing support. The cohort is limited to 50 seats and begins on March 9. BUILDING AN AI-POWERED MARKETING ORGANIZATION (WEBINAR) [10] Nicole Baer (CMO at Carta) and Rachel Fields (Head of Marketing at Section) will share how to rewire a marketing team's structure, habits, and tools around AI. The discussion will focus on how marketing leaders operationalize AI, not just bolt it onto surface-level tasks. The free event will take place on March 12 at 2:00 PM ET. 🎁 MISCELLANEOUS AEO BLUEPRINT FOR STARTUPS (7 MINUTE READ) [11] AEO is an early but critical growth opportunity because large language models shape buyer perception before site visits. ChatGPT queries have a median length of 11 words, versus 3.4 words on Google, which signals a shift toward natural language questions that startups should mine and answer directly. Startups should use an Inclusion Stack approach that focuses on question ownership, onsite clarity, offsite credibility, and structured content that earns citations. Measure success based on visibility, share of voice, and citation frequency instead of clicks. Companies that start now can build compounding advantages as AI systems increasingly define how categories are understood. WHEN MARKETING AND CREATIVE BLAME EACH OTHER, OPERATIONS IS USUALLY THE PROBLEM (3 MINUTE READ) [12] When marketing and creative teams blame each other for delays or shifting briefs, the root issue is often an outdated operating model. Marketing now moves continuously across channels, tools, and customer expectations, while many organisations still rely on rigid workflows built for predictability. This mismatch creates backlogs and constant urgency, forcing teams to rely on extra effort to keep up. The problem is not output but structure. By reassessing how work enters and is measured, organisations can move from constant catch up to sustainable momentum. REVIVE, REFRAME, OR RETIRE: THE STRATEGIC CHOICES FOR MEMORY BRANDS (5 MINUTE READ) [13] High-awareness legacy brands often decline not from sudden collapse but from years of incrementalism that focus on protecting presence without rebuilding relevance. The strategic options are to commit to revival with multi-year reinvestment, reframe around one priority audience to restore retail incrementality, or retire intentionally before erosion consumes capital and credibility. Not choosing a clear path drives escalating trade spend and declining leverage, while decisive positioning can reset the brand's structural trajectory. ⚡ QUICK LINKS 7 QUESTIONS TO ANSWER BEFORE BUILDING A HOMEPAGE (2 MINUTE READ) [14] Refining messaging starts with who it excludes and what it challenges or replaces. ADS WERE BUILT FOR AI (2 MINUTE READ) [15] AI will transform advertising more than any other creative industry. WHAT'S GOING ON WITH LINKEDIN RIGHT NOW (1 MINUTE READ) [16] LinkedIn comments are now 15X more valuable than likes. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=878ac780-185e-11f1-9975-55a7fa0d41cb&pt=campaign&t=1772713176&s=2422d97cca421036405dff98ce24766badfdff02c185998bc62a06565f21de46 [4] https://www.lob.com/state-of-direct-mail/2026-report?utm_source=tldr&utm_medium=sponsored-content&utm_campaign=2026-community-marketing&utm_content=2026-02-sodm-report [5] https://creators.yahoo.com/lifestyle/story/the-2026-edelman-trust-barometer-reveals-a-major-shift-in-the-creator-economy-052811832.html?utm_source=tldrmarketing [6] https://hbr.org/2026/03/research-how-ai-is-changing-the-labor-market?utm_source=tldrmarketing [7] https://www.buzzstream.com/blog/images-journalist-outreach/?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/elainezelby_whether-youre-just-thinking-about-building-share-7434491706450014208-cghR?utm_source=tldrmarketing [9] https://www.optimizely.com/ai-marketing-certificate/?utm_source=tldrmarketing [10] https://www.sectionai.com/events/live-events/building-an-ai-powered-marketing-organization?utm_source=tldrmarketing [11] https://jon4growth.substack.com/p/aeo-blueprint-for-startups?utm_source=tldrmarketing [12] https://links.tldrnewsletter.com/rlh9lU [13] https://brandingstrategyinsider.com/revive-reframe-or-retire-the-strategic-choices-for-memory-brands/?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/clemence-lepers_dont-touch-your-messaging-until-you-can-share-7429620745846259712-21Xs?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/pete-buckley_from-what-im-seeing-ai-will-transform-activity-7432346170368143360-1ZSR?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/dani-markovits_march-updates-a-lot-of-people-are-asking-share-7434534364853465088-hNdm?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=878ac780-185e-11f1-9975-55a7fa0d41cb&pt=campaign&pv=4&spa=1772712081&t=1772713176&s=5ce7a45f69225ebe01edaa1ba220996bee7430a6b6a82adbb68a8ed51c2f0cf0

Apple's new MacBook Neo is the first Mac to be powered by an iPhone chip. It uses the A18 Pro that debuted in 2024's iPhone 16 Pro models ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-03-05 WISPR FLOW USERS SEND 89% OF THEIR MESSAGES WITH ZERO EDITS. STRAIGHT FROM VOICE (SPONSOR) [4] Most dictation tools create more work. You speak, then spend five minutes fixing what went wrong. You'll see the difference instantly with WISPR FLOW [4]: clean, sendable text as fast as you can speak. It's a life changer: * 4X FASTER THAN TYPING. Emails, Slack threads, docs, code comments. All dictated in real time. * WORKS IN EVERY APP. System-wide on Mac, Windows, iOS, and Android. Zero setup, zero context switching. * MILLIONS OF USERS WORLDWIDE. Not a side project. The voice tool [4] people actually switch to. No cleanup. No copy/paste. Just talk and send. TRY WISPR FLOW FREE [4] → 📱 BIG TECH & STARTUPS APPLE ANNOUNCES $599 'MACBOOK NEO' WITH A18 PRO CHIP (2 MINUTE READ) [5] Apple's new MacBook Neo is the first Mac to be powered by an iPhone chip. Using the A18 Pro that debuted in 2024's iPhone 16 Pro models, the MacBook Neo is 50% faster for everyday tasks than the best-selling PC with the latest shipping Intel Core Ultra 5. Available in Silver, Indigo, Blush, and Citrus color options, the device has a 13-inch Liquid Retina display without a notch. It has a 16-hour battery life, 8GB of unified memory, two USB-C ports, and a headphone jack. The MacBook Neo starts at $599 for 256GB of storage and is available for preorder now, with availability beginning on March 11. GOOGLE ENDS ITS 30 PERCENT APP STORE FEE AND WELCOMES THIRD-PARTY APP STORES (4 MINUTE READ) [6] Google will lower its Play Store fee to 20%, and 15% for new installs of apps from developers participating in its new App Experience program or updated Google Play Games Level Up program. Subscription fees have been lowered to 10%. Google will now charge developers in the UK, US, and European Economic Area a 5% fee for using its billing system and a market-specific rate in other regions. Developers can offer alternative billing systems or guide users to their own websites for purchases. Third-party app stores can now apply to Google's Registered App Stores program, which gives them a streamlined installation interface in Android if they meet certain quality and safety benchmarks. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY TERRAPOWER GETS OK TO START CONSTRUCTION OF ITS FIRST NUCLEAR PLANT (2 MINUTE READ) [7] The US Nuclear Regulatory Commission has issued a construction approval to TerraPower to begin working on a site in Kemmerer, Wyoming. TerraPower, financially backed by Bill Gates, is attempting to build a sodium-cooled reactor that incorporates energy storage as part of its design. The project is expected to be completed in 2030, but delays are expected as it is a first-of-its-kind project. It is being built as a joint public-private partnership as part of the Department of Energy's Advanced Reactor Demonstration Program. LARGE GENOME MODEL: OPEN SOURCE AI TRAINED ON TRILLIONS OF BASES (8 MINUTE READ) [8] Evo 2 is an open-source AI model trained on genomes from all three domains of life. It features internal representations of key features in complex genomes like regular story DNA and splice sites, which can be challenging for humans to spot. The model is fully open, including model parameters, training code, inference code, and the training dataset. It is useful for evaluating genomes and identifying key features. 💻 PROGRAMMING, DESIGN & DATA SCIENCE CONCERNED YOUR AWS SETUP IS COSTING YOU MORE TIME AND MONEY THAN IT SHOULD? (SPONSOR) [9] Through the end of Q1, get a FREE CONSULTATION [9] with an experienced DuploCloud Solution Architect. They'll evaluate your AWS architecture, processes, and governance, showing you where you can optimize, secure, and save. This review normally costs $2,500. SIGN UP BEFORE THE END OF MARCH TO GET IT FREE. [9] GOOGLE WORKSPACE CLI (GITHUB REPO) [10] The Google Workspace CLI is a CLI for all of Google Workspace designed for humans and AI agents. The tool builds its entire command surface dynamically at runtime using Google's Discovery Service, so new API endpoints and methods are picked up automatically. It supports multiple auth workflows, so it works on PC, in CI, and on a server. There are currently over 100 Agent Skills for APIs, common workflows, and Google apps. HOW TO BE A WORLD-CLASS AGENTIC ENGINEER (17 MINUTE READ) [11] Every new generation of agents will force engineers to rethink what is optimal. In this situation, less is more. Using too many libraries and harnesses locks engineers into a solution for a problem that may not exist in future generations of agents. If a real problem existed, and there was a good solution for it, frontier companies would be the biggest users of that solution, and they would incorporate that solution into their product. It's possible to do ground-breaking work now with just basic CLI and understanding a few basic principles about agentic engineering. 🎁 MISCELLANEOUS KRAKEN BECOMES FIRST CRYPTO FIRM TO WIN ACCESS TO FED'S CORE PAYMENTS SYSTEM (3 MINUTE READ) [12] Crypto firm Kraken's banking unit has won access to the Federal Reserve's core payment systems. The approval of the master account will allow Kraken Financial to handle transactions more quickly and seamlessly for big clients and professional traders. The approval is a major win for the crypto industry, which has been rebuffed for years in its efforts to tap into the system. It makes Kraken the first crypto firm to be able to move money on the same rails used by thousands of banks and credit unions. AI THOUGHTS (9 MINUTE READ) [13] The runaway intelligence case probably won't happen because the amount of electricity we can generate and the number of chips we can make is pretty limited. Models will certainly be useful in creating the next generation of models in the same way computers are useful tools when designing the next generation of computers, and it seems reasonable to expect that we'll eventually make an AI that is better than any human at anything. However, it is very possible that artificial intelligence will either plateau, just like human intelligence, or we'll run out of resources to compute the next iteration of intelligence. ⚡ QUICK LINKS GROW THERAPY RAISES $150M AT $3B VALUATION TO EXPAND EMPLOYER AND PRIMARY CARE PARTNERSHIPS (SPONSOR) [14] Over 2M+ clients have made meaningful progress with a Grow provider, whose mission is to bridge the gap between "having coverage" and actually getting mental health support. Apply to work at Grow [15]. THE ONLY THING THAT SURVIVES (11 MINUTE READ) [16] The things that survive in a world where software is cheap to produce are positions, earned trust, and permissions that took years to acquire. WHEN THE MODEL IS THE MACHINE (15 MINUTE READ) [17] The value of writing code is falling, but the value of knowing what to build is rising. WORDPRESS.ORG NOW SERVES MARKDOWN OUTPUT FOR AI AGENTS AND DEVELOPERS (3 MINUTE READ) [18] Agents and developers are now able to request Markdown output from WordPress.org. RELICENSING WITH AI-ASSISTED REWRITE (3 MINUTE READ) [19] If 'AI-rewriting' is accepted as a valid way to change licenses, then any developer could take any GPL-licensed project, get an LLM to rewrite it in a different style, and release it under MIT. YOU NEED TO REWRITE YOUR CLI FOR AI AGENTS (8 MINUTE READ) [20] CLIs are the lowest-friction interface for AI agents to reach external systems. PACKAGE MANAGERS NEED TO COOL DOWN (7 MINUTE READ) [21] Giving new package versions about a week on a registry before installing them can block most supply chain attacks, as it gives the community and security vendors time to flag problems. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=c9ee3db0-1880-11f1-9cf8-378b887271b8&pt=campaign&t=1772712201&s=17510f6bb0024472d98a8a40e9f5d2ecf4fe6ab05a8933dae5b6f5db302d46ba [4] https://ref.wisprflow.ai/tldr [5] https://www.macrumors.com/2026/03/04/apple-announces-low-cost-macbook-neo-with-a18-pro-chip/?utm_source=tldrnewsletter [6] https://www.engadget.com/apps/google-ends-its-30-percent-app-store-fee-and-welcomes-third-party-app-stores-185248647.html?utm_source=tldrnewsletter [7] https://arstechnica.com/science/2026/03/terrapower-gets-ok-to-start-construction-of-its-first-nuclear-plant/?utm_source=tldrnewsletter [8] https://arstechnica.com/science/2026/03/large-genome-model-open-source-ai-trained-on-trillions-of-bases/?utm_source=tldrnewsletter [9] https://duplocloud.com/aws-modernization-session/?utm_source=contentsyndication&utm_medium=email&utm_campaign=newsletter1&utm_content=tldr [10] https://github.com/googleworkspace/cli?utm_source=tldrnewsletter [11] https://links.tldrnewsletter.com/u74rWM [12] https://links.tldrnewsletter.com/y1gkAy [13] https://jeremymikkola.com/posts/2026_03_04_ai_thoughts.html?utm_source=tldrnewsletter [14] https://www.bloomberg.com/news/articles/2026-03-03/mental-health-startup-grow-therapy-hits-3-billion-valuation?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc3MjY1NTIzNSwiZXhwIjoxNzczMjYwMDM1LCJhcnRpY2xlSWQiOiJUQkJPMDZLR1pBT0kwMCIsImJjb25uZWN0SWQiOiIwOThFNzNDQTE5QTA0RDkxODEyQzQ4MjcwRDZERTI0QiJ9.QwqmrQDlQ1UvJOfI_FayoLSYE-C0cc6eyLK5Jvz4EWs [15] https://growtherapy.com/careers/ [16] https://links.tldrnewsletter.com/E0ffCH [17] https://blog.mikegchambers.com/posts/when-the-model-is-the-machine/?utm_source=tldrnewsletter [18] https://links.tldrnewsletter.com/NxuFIh [19] https://tuananh.net/2026/03/05/relicensing-with-ai-assisted-rewrite/?utm_source=tldrnewsletter [20] https://justin.poehnelt.com/posts/rewrite-your-cli-for-ai-agents/?utm_source=tldrnewsletter [21] https://nesbitt.io/2026/03/04/package-managers-need-to-cool-down.html?utm_source=tldrnewsletter [22] https://refer.tldr.tech/420aa5da/ [23] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [24] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [25] https://jobs.ashbyhq.com/tldr.tech [26] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [27] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [28] https://twitter.com/tldrdan [29] https://twitter.com/SteveFlanders22 [30] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [31] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=c9ee3db0-1880-11f1-9cf8-378b887271b8&pt=campaign&pv=4&spa=1772708517&t=1772712201&s=68ce68d39b1e343f35d29b041360acb83c74c887fea6f8912be58f02e4ab8e72

Social media now functions as entertainment, competing with streaming platforms. Social platforms are leaning into episodic formats ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [A.Team] [4] TLDR MARKETING 2026-03-04 BRAND AND RETAIL SIGNALS LIVE IN DIFFERENT SYSTEMS. THEY SHOULD INFORM THE SAME DECISION. (SPONSOR) [4] Many consumer marketing teams toggle between 20+ fragmented systems where signals never connect. By the time insights reach execution, market windows close. A.Team unifies these signals and embeds recommendations directly in your workflows. Get the CMO's Guide: Intelligence Maturity Assessment, Vendor Scorecard, and 90-Day Roadmap. Download the Guide [4] 📱 NEWS & TRENDS WIKIPEDIA VS GROKIPEDIA: 5X THE PAGES, 70X THE CITATIONS, 1615X THE TRAFFIC (4 MINUTE READ) [5] A new analysis comparing Wikipedia and Grokipedia shows that while the AI-generated wiki has published 737,930 pages since October 2025 and could surpass Wikipedia's total page count by 2027 at its current pace, it remains far behind in influence. Wikipedia attracts an estimated 2.1B monthly visits versus 1.3M for Grokipedia, ranks for 45.5M keywords compared to 1.19M, and averages 236 backlinks per page versus just 2. Although Grokipedia articles are 13% longer and cite more external sources on average, 83% show strong semantic overlap with matching Wikipedia pages, signaling limited differentiation. In AI search, Wikipedia earns 70X more citations overall. CRITEO JOINS OPENAI ADVERTISING PILOT IN CHATGPT (1 MINUTE READ) [6] Criteo joined OpenAI's ChatGPT advertising pilot as its first ad tech partner, enabling brands to activate campaigns within conversational search across the Free and Go tiers in the US. As ChatGPT tests ad formats, Criteo's $4 billion in annual media spend and 17,000 global advertisers give it scale to evaluate whether conversational placements can generate incremental demand and measurable cross-channel outcomes. 🚀 STRATEGIES & TACTICS HOW TO REFRESH YOUR ICP WITH CLAUDE COWORK (2 MINUTE READ) [7] Claude Cowork was used to refresh Docebo's ICP by combining multiple data sources. SFDC reports, win-loss notes, and interview transcripts were collected. The Glean MCP generated account briefs for the top 25 customers. Each brief included CRM notes, emails, call recordings, and customer descriptions. All inputs were fed into the ICP skill at once. It produced two complete ICPs with attributes, deal triggers, qualification criteria, competitive insights, and an activation guide. HOW TO TURN 404S INTO IDEAS (1 MINUTE READ) [8] Checking 404 pages can reveal untapped content opportunities. By analyzing broken links, especially from AI-generated articles, gaps in a blog's strategy become visible. Many hallucinated URLs point to sensible topics that don't yet exist, like internal linking, backlinks, or content decay. Turning these nonexistent pages into real articles can reclaim lost backlinks and generate ideas already “endorsed” by AI. Auditing 404s with tools like Ahrefs' Site Explorer can uncover a wealth of ready-to-publish content concepts. GROWTH VS. EFFICIENCY IN PPC: WHY YOU CAN'T MAXIMIZE BOTH (AND HOW TO CHOOSE) (4 MINUTE READ) [9] Growth and efficiency cannot be maximized at the same time because performance marketing requires a tradeoff between volume and cost. When a company pushes for growth, it must bid more aggressively and expand targeting, which raises costs and lowers efficiency. When it prioritizes efficiency, it tightens bids and targeting, which improves ROAS or CPA but reduces volume and can stall campaigns. The best approach is to choose one primary goal and set the other as a guardrail. The right focus depends on factors like margins, cash flow, market saturation, and capacity, and it should shift as business conditions change. 🧑‍💻 RESOURCES & TOOLS META UPDATES EDITS APP WITH MORE CREATION TOOLS (2 MINUTE READ) [10] Meta has upgraded its Edits video app to give creators more control and keep the tool simple. New features include colored clip outlines, a more visual Ideas tab, and caption word highlighting to improve engagement. The app now receives almost weekly updates and is positioning itself as a strong option for creator toolkits. SNIPD (TOOL) [11] Snipd is an AI podcast app that turns listening into learning. Key moments can be saved with audio, transcript, and summary. Episodes include AI-generated summaries and interactive chat for insights. YouTube videos and audiobooks can be imported, notes captured, and highlights exported to Notion, Readwise, or Obsidian. The app also creates chapters, shareable quotes, and supports 26 languages. THE GTM STACK OF THE FUTURE: HOW AI SEARCH AND BUYER SIGNALS DRIVE REVENUE (WEBINAR) [12] This webinar on March 11 explores how leading B2B teams are redesigning their GTM stacks around AI search and real buyer signals to drive revenue. Hosted by AirOps and featuring Kyle Poyar of Growth Unhinged, it covers how to turn AI discovery into pipeline, the emergence of GTM engineers and technical revenue roles, and how to replace scattered experiments with integrated systems. 🎁 MISCELLANEOUS WELCOME TO THE TV-IFICATION OF SOCIAL MEDIA (2 MINUTE READ) [13] Social media now functions as entertainment, competing with streaming platforms rather than other brands. As audiences scroll while watching TV, social platforms are leaning into episodic formats and expanding onto television screens. While serialized content has long existed, brands are now blending TV level storytelling with social distribution. A series delivers sequential installments around a theme. A show builds a universe with recurring characters and evolving plotlines that create loyalty and anticipation. I GENERATED 96,452 VIEWS ON SHORT-FORM VIDS IN 3 WEEKS. HERE'S WHAT I LEARNED (2 MINUTE READ) [14] Each platform rewards a distinct signal. YouTube Shorts scales fastest because high rewatch rates drive distribution. Instagram is inconsistent but rewards persistence with occasional spikes. TikTok prioritizes shares, with most views from non-followers. Strong first frames matter most, deleting posts limits algorithm learning, and frequent cross-posting supplies the data needed to surface winners. ⚡ QUICK LINKS SIMPLE YET POWERFUL KEYWORD RESEARCH TIP (1 MINUTE READ) [15] Google the keyword you want to rank for, take the #1 SERP and put it into an SEO tool, filter to position 1-3 keywords, then cover these in your content. MARKETING AROUND THE COST-OF-LIVING CRISIS? MAYBE THINK AGAIN (4 MINUTE READ) [16] Kalshi and Polymarket hosted free grocery events that drew blocks-long lines, generating buzz but also criticism for targeting financially vulnerable consumers. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=57d1a44e-177f-11f1-bc01-bd5aa4f66cd5&pt=campaign&t=1772627268&s=5818dd6e47e0413b933d505217b792233ce9d4a751cc99d6959e8b9737d72af1 [4] https://www.a.team/solutions/cpg-insight?utm_campaign=37952800-CPG%20Insight%202026&utm_source=tldr&utm_medium=email&utm_content=tldr-cpg-insight [5] https://ahrefs.com/blog/wikipedia-vs-grokipedia/?utm_source=tldrmarketing [6] https://www.criteo.com/news/press-releases/2026/03/criteo-joins-openai-advertising-pilot-in-chatgpt/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/emilypick_claude-cowork-you-beautiful-machine-ive-share-7433974805038596096-MH8C?utm_source=tldrmarketing [8] https://www.linkedin.com/feed/update/urn:li:activity:7434225336373903360/?utm_source=tldrmarketing [9] https://www.ppcmastery.com/blog/tpe-144-growth-vs-efficiency-why-you-can-t-maximize-both-and-how-to-choose?utm_source=tldrmarketing [10] https://www.socialmediatoday.com/news/meta-updates-edits-app-with-more-creation-tools/813717/?utm_source=tldrmarketing [11] https://www.snipd.com/?utm_source=tldrmarketing [12] https://luma.com/vtw0bw1i?utm_source=tldrmarketing [13] https://www.linkedin.com/posts/follow-prettylittlemarketer-for-more-ugcPost-7429933066573369344-WBpx?utm_source=tldrmarketing [14] https://www.linkedin.com/pulse/i-generated-96452-views-short-form-vids-3-weeks-heres-matt-minor-jk0ne/?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/benjamingoodey_simple-yet-powerful-keyword-research-tip-activity-7434559159985061888-UOrl?utm_source=tldrmarketing [16] https://www.marketingbrew.com/stories/2026/03/03/kalshi-polymarket-free-grocery-stores-cost-of-living-marketing-strategy?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=57d1a44e-177f-11f1-bc01-bd5aa4f66cd5&pt=campaign&pv=4&spa=1772625678&t=1772627268&s=b4084d14e68d496846565e517fabd2f82e7d0f465e16e24f4710a1cb664a0a06

Apple has added the M5 Pro and M5 Max to its MacBook Pro lineup. The M5 Pro now comes with 1TB of storage by default, while the M5 Max comes with 2TB ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [SerpApi] [4] TLDR 2026-03-04 ONE API FOR GOOGLE, MAPS, SHOPPING & MORE (SPONSOR) [4] Building something that needs search data? SerpApi converts Google, Maps, Shopping, and other search engines into structured APIs. Just a simple GET request. No scraping infrastructure. No proxy rotation. No parser maintenance. Use cases include: 👉 AI grounding 👉 Market research 👉 SEO, GEO, & rank tracking SPECIAL OFFER FOR TLDR: Start with 250 free searches/month [4] or claim 3 months at 50% [4] off for new accounts. 📱 BIG TECH & STARTUPS APPLE INTROS M5 PRO AND MAX MACBOOK PROS AND ITS FIRST NEW MONITORS IN YEARS (5 MINUTE READ) [5] Apple has added the M5 Pro and M5 Max to its MacBook Pro lineup. The M5 Pro now comes with 1TB of storage by default, while the M5 Max comes with 2TB of storage by default. The base storage for the M5 MacBook Pro has increased to 1TB. The upgrades come with increases to starting prices. Apple has also introduced a pair of new displays. OPENAI'S NEW GPT-5.3 INSTANT (1 MINUTE READ) [6] OpenAI's GPT-5.3 Instant is a conversational model designed to have smoother conversations. The model has improved contextual understanding of user queries, so it can answer more questions without assuming bad intent without any loosening of safety controls. This also makes it better at web searches. The model generates more useful direct responses rather than presenting users with lists of links. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY AS MOON INTEREST HEATS UP, TWO COMPANIES UNVEIL PLANS FOR A LUNAR “HARVESTER” (3 MINUTE READ) [7] Astrolab and Interlune are forming a partnership to build a fleet of electric harvesters to excavate, extract, and separate Helium-3 from lunar regolith on the Moon. The companies have not announced when they are scheduled to deploy an initial harvester, but both are working toward that goal. Astrolab's FLEX rover will likely be one of the first payloads on the first SpaceX Starship mission to the lunar surface. Helium-3 doesn't occur naturally on Earth. It has several applications, but the most near-term use is in cryogenics. QUANTUM DECRYPTION OF RSA IS MUCH CLOSER THAN EXPECTED (3 MINUTE READ) [8] The Jesse-Victor-Gharabaghi (JVG) quantum decryption algorithm completely upends existing time projections for quantum decryption. It requires a thousand-fold less quantum computer resources to break the encryption methods used in RSA and ECC than Shor's approach. Shor's algorithm requires an estimated one million qubits, but JVG requires less than 5,000. Researchers previously believed we were a decade away from quantum decryption, but that timeline has now moved up significantly. 💻 PROGRAMMING, DESIGN & DATA SCIENCE HOW TO KILL THE CODE REVIEW (10 MINUTE READ) [9] Humans already couldn't keep up with code reviews when humans wrote code at human speed, so there's no way we can manually review AI-generated code at scale, especially when reviewing AI-generated code requires more effort. Developers need to move upstream and focus on encoding the constraints. The future is ship fast, observe everybody, and revert faster. NOBODY GETS PROMOTED FOR SIMPLICITY (7 MINUTE READ) [10] Engineering teams praise engineers who overbuild, but the ones who ship simple things get nothing. This is what happens when companies evaluate work incorrectly. Complexity looks smart, and our systems are set up to reward it. Engineers need to learn how to describe the judgment behind their work to show how decisions were made and why complexity was avoided. 🎁 MISCELLANEOUS GIVING LLMS A PERSONALITY IS JUST GOOD ENGINEERING (3 MINUTE READ) [11] AI skeptics often argue that while AI can pretend to be people, it shouldn't. However, the biggest AI labs build human-like systems because that is the best way to build a capable AI system. Personalities are the medium that make language models useful. They guide models to pull from the helpful parts of their training data. M5 PRO AND M5 MAX ARE SURPRISINGLY BIG DEPARTURES FROM OLDER APPLE SILICON (7 MINUTE READ) [12] Apple's Pro and Max chips usually take the same basic building blocks from the basic chip and just scale them up. However, the M5 Pro and Max chips use a different CPU architecture. The new Fusion Architecture welds two silicon chiplets into a single processor. Rather than just a pair of M5 chips welded together, Apple has one chiplet handle the CPU and most of the I/O, while the other chiplet is used mainly for graphics. Apple is also introducing a new type of 'performance core' that prioritizes multi-threaded performance. ⚡ QUICK LINKS CLAUDE IS AN ELECTRON APP BECAUSE WE'VE LOST NATIVE (3 MINUTE READ) [13] Native no longer provides performance and visual benefits compared to web. XIAOMI SAYS HUMANOID ROBOTS BEGIN FACTORY TRIALS, TARGETS LARGE-SCALE DEPLOYMENT WITHIN FIVE YEARS (1 MINUTE READ) [14] The humanoid robot can autonomously perform tasks such as loading self-tapping nuts at assembly stations and transporting material boxes. OPENAI IS DEVELOPING AN ALTERNATIVE TO GITHUB (1 MINUTE READ) [15] OpenAI decided to create its own GitHub after its engineers encountered a rise in service disruptions. AMID NEW COMPETITION, CHROME SPEEDS UP ITS RELEASE SCHEDULE (2 MINUTE READ) [16] Chrome will move from a four-week release schedule to a two-week release schedule starting in September. STARLINK TARGETS 25M USERS BY YEAR-END AS GEN2 SATELLITE PLAN PROMISES 100X DATA DENSITY (3 MINUTE READ) [17] The next generation of Starlink Mobile will deliver broadband capabilities to unmodified cell phones. DON'T BECOME AN ENGINEERING MANAGER (6 MINUTE READ) [18] It's a smarter choice to be an individual contributor in 2026 than an engineering manager. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [25] & Stephen Flanders [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=6de49818-17ac-11f1-b8e9-abc2b16d2dea&pt=campaign&t=1772623160&s=5b4945dea3a8457ea71cc77b8180abe024ea4a4b8486f9c96bedc7a62b5d3b92 [4] https://serpapi.com/?utm_source=tldr_newsletter [5] https://arstechnica.com/gadgets/2026/03/apple-intros-m5-pro-and-max-macbook-pros-and-its-first-new-monitors-in-years/?utm_source=tldrnewsletter [6] https://sherwood.news/tech/openais-new-gpt-5-3-instant-less-cringe-tone-no-more-over-caveating/?utm_source=tldrnewsletter [7] https://arstechnica.com/space/2026/03/as-moon-interest-heats-up-two-companies-unveil-plans-for-a-lunar-harvester/?utm_source=tldrnewsletter [8] https://links.tldrnewsletter.com/AS35Mi [9] https://www.latent.space/p/reviews-dead?utm_source=tldrnewsletter [10] https://terriblesoftware.org/2026/03/03/nobody-gets-promoted-for-simplicity/?utm_source=tldrnewsletter [11] https://www.seangoedecke.com/giving-llms-a-personality/?utm_source=tldrnewsletter [12] https://arstechnica.com/gadgets/2026/03/m5-pro-and-m5-max-are-surprisingly-big-departures-from-older-apple-silicon/?utm_source=tldrnewsletter [13] https://tonsky.me/blog/fall-of-native/?utm_source=tldrnewsletter [14] https://technode.com/2026/03/03/xiaomi-says-humanoid-robots-begin-factory-trials-targets-large-scale-deployment-within-five-years/?utm_source=tldrnewsletter [15] https://developers.slashdot.org/story/26/03/04/0039214/openai-is-developing-an-alternative-to-github?utm_source=tldrnewsletter [16] https://techcrunch.com/2026/03/03/amid-new-competition-chrome-speeds-up-its-release-schedule/?utm_source=tldrnewsletter [17] https://links.tldrnewsletter.com/2ZeDw8 [18] https://newsletter.manager.dev/p/dont-become-an-engineering-manager?utm_source=tldrnewsletter [19] https://refer.tldr.tech/420aa5da/ [20] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [21] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://twitter.com/tldrdan [26] https://twitter.com/SteveFlanders22 [27] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=6de49818-17ac-11f1-b8e9-abc2b16d2dea&pt=campaign&pv=4&spa=1772622113&t=1772623160&s=c755a6a1758e94da4fad0fd0493a8d9fb3c66c7f00fb3a3148df374e920f1881

Influencer marketing is considered the fourth age of media, after print, TV, and search. Social platforms now let creators shape culture ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Reddit Inc] [4] TLDR MARKETING 2026-03-03 THINKING ABOUT REDDIT ADS? GET $1,000 IN FREE CREDIT WHEN YOU SPEND $1,000 AND EXPERT 1:1 GUIDANCE (SPONSOR) [4] 500M+ people use Reddit every month. By showing up where these users research and validate products, you can tap into the conversations that drive more trust and higher conversions. And making ads is simple: with the Simple Create campaign builder, you can launch in minutes. Plus, Reddit offers free, 1:1 guidance from an ads expert to help you start and optimize your campaign. Reach your audience on the platform they already trust. Claim your credit [4] with code Q126TLDR1000*. Launch your first Reddit campaign ↗️ [4] *New accounts only, limit 1 per account, additional terms [5] apply. 📱 NEWS & TRENDS HOW GOOGLE'S UNIVERSAL COMMERCE PROTOCOL CHANGES ECOMMERCE SEO (9 MINUTE READ) [6] Product feeds and structured data now determine visibility in Google's AI shopping. AI agents can discover, compare, and complete purchases, so optimization targets being chosen, not ranked. Brands compete in the recommendation layer and need accurate product data. Features like Business Agent, Direct Offers, and in-AI checkout integrate brands into transactions. Linking Search Console to Merchant Center helps teams monitor performance and fix issues. Clear product information lets AI match shopper needs to the right items. HOW TO THINK ABOUT INFLUENCERS OR: DEATH TO AUTHENTICITY (22 MINUTE READ) [7] Influencer marketing is considered the fourth age of media, after print, TV, and search. Social platforms now let creators shape culture in ways traditional media cannot. Long-term ROI from influencer campaigns is 51% higher than the all-channel average. Brands see a 38% lift in ROI when working with creators over time rather than in one-off deals. Yet 45% of marketers still judge influencers by follower count, and 80% of brands take “baby steps” in creator strategy. 🚀 STRATEGIES & TACTICS HOW TO BUILD AN AI SEO STRATEGY THAT OUTLASTS TACTICS (6 MINUTE READ) [8] Teams often chase visibility in AI tools without connecting it to revenue or market share. Strong strategies start with research on where audiences use AI and which queries drive pipeline. Behavior studies show user patterns often differ from assumptions. Content structure matters, as 44% of AI citations come from the first 30% of a page, making front-loaded answers critical. Leaders respond better to scenario planning than traffic forecasts, so model outcomes and review the strategy quarterly to stay aligned with fast-moving AI platforms. PARTIFUL: WHAT WE CAN LEARN FROM THE APP THAT KILLED FACEBOOK EVENTS (8 MINUTE READ) [9] Partiful outpaced legacy event platforms by embedding growth into its product. Every invite created built-in distribution and FOMO. Serialized content on Substack and TikTok engaged users. Org Profiles and Group Order fostered communities and added utility, while playful responses to competitors reinforced confidence. By aligning product and positioning with Gen Z's desire for low-friction social experiences, Partiful built a self-sustaining growth loop. 🧑‍💻 RESOURCES & TOOLS PRE-TEST CALCULATOR (TOOL) [10] This calculator is designed to take the guesswork out of choosing parameters for accurate A/B tests. Enter the weekly traffic and conversions of the page being tested and the calculator will tell you how long to run the test. WHAT REAL MARKETERS ARE BUILDING WITH CLAUDE CODE (16 MINUTE READ) [11] This piece breaks down how marketers are building reusable AI skills in Claude Code and Cowork by turning existing frameworks into structured Markdown files. They connect these skills to data sources like Google Drive, HubSpot, Clay, and Slack. They iterate on live examples until accuracy improves from around 60% to 90%. In some cases, they deploy them to run on schedules via tools like GitHub, Railway, and Vercel. The key is to codify repeat thinking into skills, stack them into workflows, and refine them through real world use rather than prompts alone. 🎁 MISCELLANEOUS THE MINIMUM LOVABLE PRODUCT ERA (7 MINUTE READ) [12] Minimal Lovable Products are replacing MVPs because basic functionality is now cheap and easy to copy. AI has cut build costs from about $200K to as little as $20 or free, so simple utility no longer creates an advantage. Most products still sit at the functional and reliable layers, while lovability drives higher retention, LTV, and word of mouth. Emotional touches such as personality, delight moments, and human tone are now the strongest moat since AI can replicate features quickly. Teams should build delight into roadmaps and set a clear standard that every release must feel genuinely enjoyable to use. THE HIDDEN RISK OF A STRONG BRAND HALO (3 MINUTE READ) [13] Johnson & Johnson's Tylenol recall built a powerful reputation that later softened scrutiny around repeated legal settlements across its pharmaceutical and consumer businesses. That defining moment created lasting credibility that shaped both public perception and internal culture. When ethical identity becomes central to a brand, misconduct is easier to rationalize. Reputation must be reinforced by ongoing accountability, or it becomes a shield instead of a safeguard. ⚡ QUICK LINKS HOW TO INCREASE YOUR "LUCK SURFACE" (5 MINUTE READ) [14] Luck surface is how many chances you give luck to find you, and you grow it by doing things in public and sharing your work widely. CAPTURING THE FULL ROI OF REFERRAL PROGRAMS (4 MINUTE READ) [15] Customers acquired through referrals generate significantly more downstream value than regular customers. CHATGPT UNINSTALLS SURGED BY 295% AFTER DOD DEAL (2 MINUTE READ) [16] ChatGPT uninstalls jumped after its deal with the Department of Defense, while Claude downloads rose up to 88%. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=921fe6a8-16bf-11f1-ac7a-ad68519b4e52&pt=campaign&t=1772540401&s=06d740bb5da6a5e5abf05181e8d53be2f229bebca7de02e0ca52693b08dc5131 [4] https://www.business.reddit.com/advertise/paid-lp/speak-with-a-reddit-ads-expert-meta-copy?utm_source=TLDR&utm_medium=cpc&utm_campaign=rdt_con_tldr_prospecting_tofu_awareness_namer_us_en_all_newsletterrunq126303-productfocus_&utm_content=Awareness_Mix_newsletterplacement26 [5] https://business.reddithelp.com/s/article/Advertiser-credits [6] https://searchengineland.com/google-universal-commerce-protocol-ecommerce-seo-470460?utm_source=tldrmarketing [7] https://cdn.mediacat.uk/uploads/2026/02/MediaCat-Influencer-Report.pdf?utm_source=tldrmarketing [8] https://www.growth-memo.com/p/how-to-build-an-ai-seo-strategy-that?utm_source=tldrmarketing [9] https://nogood.io/blog/partiful-marketing-strategy/?utm_source=tldrmarketing [10] https://koalatative.com/tools/pre-test-calculator/?utm_source=tldrmarketing [11] https://newsletter.mkt1.co/p/real-marketers-claude-code-builds?utm_source=tldrmarketing [12] https://www.elenaverna.com/p/the-minimum-lovable-product-era?utm_source=tldrmarketing [13] https://brandingstrategyinsider.com/the-hidden-risk-of-a-strong-brand-halo/?utm_source=tldrmarketing [14] https://newsletter.aroundthebonfire.com/p/how-to-increase-your-luck-surface?utm_source=tldrmarketing [15] https://www.ama.org/2026/03/02/referral-contagion-capturing-the-full-roi-of-referral-programs/?utm_source=tldrmarketing [16] https://techcrunch.com/2026/03/02/chatgpt-uninstalls-surged-by-295-after-dod-deal/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=921fe6a8-16bf-11f1-ac7a-ad68519b4e52&pt=campaign&pv=4&spa=1772539288&t=1772540401&s=f30b5237f3574dac911ab6804b3ca7e5ab5bd68f37ea34ed236f687d88e4f957

Apple has introduced a new iPhone in March for the second year in a row. The iPhone 17e is a basic, no-frills iPhone that features an A19 chip ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-03-03 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS APPLE'S NEW IPHONE 17E HAS AN A19 CHIP, MAGSAFE, AND 256GB OF STORAGE FOR $599 (2 MINUTE READ) [9] Apple has introduced a new iPhone in March for the second year in a row. The iPhone 17e is a basic, no-frills iPhone that features an A19 chip with four GPU cores and an Apple C1X cellular modem. The phone supports Apple Intelligence and MagSafe charging. It will be available for preorder on March 4 for a March 11 launch. The base 256GB model will cost $599, while an upgraded 512GB model will be available for $799. META TESTS AI SHOPPING RESEARCH TOOL TO RIVAL CHATGPT, GEMINI (2 MINUTE READ) [10] Meta is testing a shopping research feature in its AI chatbot. The feature responds with carousels of product images with captions containing information about brands, websites, and prices. The chatbot's recommendations are tailored to users' location and other details when applicable. It is unclear whether Meta currently receives referral commissions for its chatbot recommendations or whether the AI prioritizes brands that already advertise with Meta. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ELON MUSK OUTLINES PLAN FOR FIRST STARSHIP TOWER CATCH ATTEMPT (1 MINUTE READ) [11] SpaceX will attempt to catch Starship's upper stage with its launch tower after two perfect soft landings in the ocean. Starship V3 Ship 1 is now headed for ground tests. The vehicle is designed for full reusability. The first Starship V3 flight of 2026 will likely occur this month. FIRST-EVER IN-UTERO STEM CELL THERAPY FOR FETAL SPINA BIFIDA REPAIR IS SAFE, STUDY FINDS (3 MINUTE READ) [12] A research team at UC Davis Health has safely performed a spina bifida treatment combining fetal surgery with stem cells. The therapy involved adding a layer of human placenta-derived stem cells to standard fetal surgery. Putting stem cells into a growing fetus was a total unknown, but the team reported great safety. The success paves the way for new treatment options for children with birth defects. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE ARCHITECTURE BEHIND OPEN-SOURCE LLMS (11 MINUTE READ) [13] In the open-weight ecosystem, teams build on each other's innovations to compound the pace of progress. This post looks at various open source models and the engineering bets that define each one. Every major open-weight model released at the frontier since 2025 uses a Mixture-of-Experts transformer architecture. Almost every 'open source' model is actually open weight - this means the trained parameters are public, but the training data and often the full training code are not. YOUR AGENT NEEDS A HARNESS, NOT A FRAMEWORK (13 MINUTE READ) [14] A harness is a layer that connects, protects, and orchestrates components without doing the work itself. Every agent framework is trying to build its own harness from scratch, but durable, event-driven infrastructure already solves this. Utah (Universally Triggered Agent Harness) is a conversational Telegram or Slack agent with tools, memory, sub-agent delegation, and full durability - a durable, cloud-ready OpenClaw. It was created to prove that durable, event-driven infrastructure can be used to create an agent harness that decouples orchestration from the agentic loop. 🎁 MISCELLANEOUS THERE IS EXACTLY ONE WAY THAT SAAS CAN BE SAVED (6 MINUTE READ) [15] Intercom found success as a late-stage SaaS company in AI. Three years ago, its future was looking pretty bleak as the company was heading quickly towards negative growth. It launched a new service agent called Fin in the summer of 2023, after which its business began to violently recover. The process involved destroying many parts of the business and creating new things. It was difficult, but the company is now at $400M ARR overall, with overall growth rates doubling for the past two years. CLAWED (22 MINUTE READ) [16] US policy has become increasingly unpredictable, thuggish, arbitrary, and capricious. Even if threats against Anthropic are scaled back, great damage has been done. The government has shown that it will treat homegrown companies like a foreign adversary simply for refusing to capitulate to its terms of business - for having its own opinions on how to, or how not to, deploy its own property. Companies cooperating with the US government will now have to operate under this logic. ⚡ QUICK LINKS WISPR FLOW JUST LAUNCHED ON ANDROID (SPONSOR) [17] Voice-to-text that works in every app. Millions of users worldwide. Free on Android during launch. TRY FREE [18] STRIPE WANTS TO TURN YOUR AI COSTS INTO A PROFIT CENTER (2 MINUTE READ) [19] Stripe is introducing a new feature that will allow companies to charge an automatic markup on token usage. ANTHROPIC AND ALIGNMENT (22 MINUTE READ) [20] The US government was always going to use AI for whatever purposes it desired, regardless of provider - the way to address this is with new laws and through strengthening accountable oversight. GO IS THE BEST LANGUAGE FOR AI AGENTS (12 MINUTE READ) [21] Go exists in a sweet spot of usability, performance, and ubiquity that makes it a very good fit for agents. SPACEX PURSUES 5G-LEVEL CONNECTIVITY WITH STARLINK MOBILE V2 EXPANSION (2 MINUTE READ) [22] SpaceX's upcoming Starlink V2 satellites will deliver up to 100 times the data density of the current first-generation system. AMAZON SAYS DRONE STRIKES DAMAGED 3 FACILITIES IN UAE AND BAHRAIN (3 MINUTE READ) [23] The strikes caused structural damage, disrupted power delivery to infrastructure, and in some cases, required fire suppression activities that resulted in additional water damage. SUBSCRIPTIONS WILL SURVIVE IN EXACTLY TWO PLACES (26 MINUTE READ) [24] The subscriptions that will survive are the ones that can't exist in any other way. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Wellness is becoming a core driver of spending and identity. Growth is strongest in areas tied to prevention and physical environments ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-03-02 📱 NEWS & TRENDS WELLNESS MARKET HEADS FOR $10 TRILLION BY 2030 AS HEALTH BECOMES ‘THE NEW LUXURY' (2 MINUTE READ) [4] Wellness is becoming a core driver of spending and identity. Growth is strongest in areas tied to prevention and physical environments, including wellness real estate at 15.8% CAGR, traditional and complementary medicine at 10.8%, mental wellness at 10.1%, and thermal and mineral springs at 10%. Per-capita wellness spending shows a large regional gap, led by North America at $6,029 versus $471 in Asia and $339 in the Middle East and North Africa. CASHING IN ON CUTE (4 MINUTE READ) [5] Research shows that political conservatives are more likely than liberals to prefer and buy products with childlike cute features such as rounded faces and large eyes. They are drawn to this aesthetic because they associate it with innocence and bodily purity, a core moral value tied to conservative ideology. The effect appears across countries, product types, and even search behavior. It disappears when the product conflicts with purity values. This suggests visual design aligns with moral beliefs and can be used strategically to reach different audiences. 🚀 STRATEGIES & TACTICS BUILD AN ICP SO SPECIFIC YOUR MESSAGE GETS REPLY (16 MINUTE READ) [6] Most B2B outbound fails because traditional ICPs only describe who to target, not why someone would care right now. So messages feel generic and get ignored. The Pressure Profile maps 4 layers of urgency, including organizational pressure, role specific tension, behavioral triggers, and emotional reality. The same buyer may ignore outreach one month and respond later because their internal pressure changed, not their firmographics. This article provides three structured prompts that help identify real buying moments and tailored messaging. TREAT LINKEDIN LIKE AN ECOSYSTEM (6 MINUTE READ) [7] Slate's LinkedIn strategy treats the platform as an interconnected system built to expand brand presence within defined ICP accounts. Instead of focusing on follower growth for the company page, the team increases visibility through employees and external voices. B2B social is framed as change management inside target organizations, requiring messaging that validates both daily pain points and strategic investment. Performance is evaluated through shares, post-level follower growth, and engagement from qualified buyers that later surfaces in sales conversations. 🧑‍💻 RESOURCES & TOOLS 40%+ OPEN RATES. 6M+ TECH PROFESSIONALS. ADD TLDR TO YOUR MEDIA MIX. (SPONSOR) [8] TLDR reaches developers and technical decision makers across 12 newsletters. Already running Meta? TLDR fills the gap it can't. See how TLDR compares. [8] CLAUDE CODE FOR GTM TEAMS (10 MINUTE READ) [9] This guide contains 30+ prompt-driven use cases across sales, marketing, customer success, and product. It includes lead identification, competitive ad analysis, renewal risk scoring, QBR generation, and sprint planning. STOP GUESSING WHAT CONTENT TO CREATE: PRACTICAL TEMPLATES FOR MAPPING WHAT TO BUILD AND WHY (3 MINUTE READ) [10] Content planning starts by mapping specific buyer questions by persona and funnel stage, not by brainstorming content ideas. Start with a structured audit of existing assets to find coverage gaps and performance trends across personas, stages, and topics. AI can speed up this process by delivering an ~80% first-pass classification in minutes. Next, build a persona-by-stage matrix to identify missing awareness, consideration, and decision assets before generating new content. This article includes a link to the full set of content templates. GOOGLE EXPANDING BETA ACCESS TO TEXT GUIDELINES FOR ALL ADVERTISERS GLOBALLY IN AI MAX (1 MINUTE READ) [11] This update introduces plain-language controls that let advertisers block specific phrases or implied positioning while AI dynamically matches copy to search intent. This reduces the risk of messaging that conflicts with pricing strategy or audience targeting. Early results from BYD show a 24% lift in leads alongside a 26% drop in cost. 🎁 MISCELLANEOUS HOW QUARTERZIP HACKED THE AI INTERFACE (3 MINUTE READ) [12] Quarterzip gained traction by replacing the typical text prompt interface with an AI that watches a user's screen and guides actions in real time. It built the product around screen sharing, which most companies already allow, so it avoids long SDK installs and enterprise approval cycles and delivers value on day one. The picture-in-picture assistant follows users across tools, which shifts onboarding from single app tours to continuous workflow guidance. It already runs hundreds of AI-powered onboarding sessions each day for clients such as Apollo and Grab without requiring code changes. Its visible in-window branding turns every onboarding session into free distribution and creates a built in growth loop. WE ANALYZED 62 BILLION VIEWS TO UNDERSTAND YOUTUBE VIRALITY IN 2026 (4 MINUTE READ) [13] YouTube virality is driven more by emotion and watch time than by information or structure. Negative sentiment titles generated about 20% higher median views, while titles around 30 characters earned nearly 60% more views than titles over 70 characters. Videos that included numbers saw about 11% fewer views, and thumbnails that contained text averaged 19% fewer views. Longer videos performed better overall, with median views rising from about 43K under 15 minutes to about 55K for videos over 60 minutes, though the strongest range under an hour was 15 to 25 minutes. Niche choice matters, but execution and timing still outweigh category differences. ⚡ QUICK LINKS AEO TIP: FIND OUT WHAT YOUR COMPETITORS DON'T OFFER, THEN CREATE FAQS MAPPED TO THOSE QUESTIONS (1 MINUTE READ) [14] Rippling uses FAQs to intercept AI Mode conversations about competitors and make its own brand visible. NETFLIX CEDES WARNER BROS. DISCOVERY TO PARAMOUNT: “NO LONGER FINANCIALLY ATTRACTIVE” (2 MINUTE READ) [15] Paramount Skydance is positioned to acquire Warner Bros. Discovery. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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Emil Michael, the Department of War's chief technology officer, had been negotiating with Anthropic for weeks on a $200 million AI contract ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [SerpApi] [4] TLDR 2026-03-02 ACCESS GOOGLE, MAPS, SHOPPING & MORE VIA ONE API (SPONSOR) [4] Building something that needs search data? SerpApi converts Google, Maps, Shopping, and other search engines into structured APIs — returning reliable JSON you can plug directly into your app. No scraping infrastructure. No proxy rotation. No parser maintenance. Just a simple GET request. Use cases include: 👉 Market research 👉 SEO, GEO, & rank tracking 👉 AI grounding SPECIAL OFFER FOR TLDR: Start with 250 free searches/month or claim 3 months at 50% [4] off for new accounts. 📱 BIG TECH & STARTUPS HOW TALKS BETWEEN ANTHROPIC AND THE DEFENSE DEPT. FELL APART (8 MINUTE READ) [5] Emil Michael, the Department of War's chief technology officer, had been negotiating with Anthropic for weeks on a $200 million AI contract. The talks had hit an obstacle as Anthropic would not allow its technology to be used for purposes such as the surveillance of Americans. Michael demanded that Anthropic's CEO, Dario Amodei, get on the phone to discuss the issue, but he was told Amodei was in a meeting with his executive team and needed more time. Michael had been hammering out a deal with OpenAI on the side, so the Department of War designated Anthropic as a security risk and cut it off from working with the government. SPACEX WEIGHS CONFIDENTIAL IPO FILING AS SOON AS MARCH (4 MINUTE READ) [6] SpaceX may file for its initial public offering as soon as this month. The firm expects to submit its draft IPO registration to the US SEC in the next few weeks, keeping it on track for a June listing. It could be seeking a valuation of more than $1.75 trillion. The listing could raise as much as $50 billion. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY GOOGLE QUANTUM-PROOFS HTTPS BY SQUEEZING 15KB OF DATA INTO 700-BYTE SPACE (3 MINUTE READ) [7] Google has implemented a new Merkle Tree Certificate system in Chrome. It uses Merkle Trees to provide quantum-resistant assurances that a certificate has been published without having to add most of the lengthy keys and hashes. Cloudflare is enrolling roughly 1,000 TLS certificates to test how well the system works. The Internet Engineering Task Force standards body has formed a new group to develop a long-term solution for generating the distributed ledger. ‘WORLD'S LARGEST BATTERY' TO PROVIDE 100-HOUR IRON-AIR STORAGE FOR GOOGLE DATA CENTER (4 MINUTE READ) [8] Google is building a new data center in Pine Island, Minnesota, that will be powered by 1.9 gigawatts of clean energy from wind and solar. It will use a 300-megawatt iron-air battery with a 30-gigawatt-hour capacity and 100-hour duration. Iron-air batteries store electricity by making rust and then reversing the rusting process to release energy when needed. While these batteries are heavier and less efficient than their counterparts, they are almost three times cheaper. Google will fund the installation of many smaller batteries across the grid to increase power capacity and make the system more reliable. 💻 PROGRAMMING, DESIGN & DATA SCIENCE DATADOG'S 9 STEPS TO ACTUALLY ACHIEVE DEVOPS AT ENTERPRISE SCALE (SPONSOR) [9] DevOps is one thing for a small team and another entirely for enterprises. In this eBook [9], Datadog shares 9 dev enablement practices that have been proven to scale DevOps without sacrificing excessive resources. Learn how to create reporting standards and provide tools that elevate software quality. Get the eBook [9] LESSONS FROM BUILDING CLAUDE CODE: SEEING LIKE AN AGENT (8 MINUTE READ) [10] Designing tools for models is as much of an art as it is a science. It depends heavily on the model, the goal of the agent, and the environment it's operating in. Developers need to experience often, read outputs, and try new things. This post provides a useful framework for designing agents with tools that are shaped to their own abilities. APPLE REPLACING CORE ML WITH MODERNIZED CORE AI FRAMEWORK FOR IOS 27 AT WWDC (1 MINUTE READ) [11] Apple plans to replace Core ML with a modernized Core AI framework to help developers better leverage modern AI capabilities with their apps in iOS 27. The shift from 'ML' to 'AI' is an acknowledgement from Apple that 'machine learning' is a dated term that no longer resonates with developers or consumers. The general purpose of Core AI will remain the same, but there will likely be new ways to incorporate AI features into apps. Apple will announce iOS 27 at its WWDC conference in June. 🎁 MISCELLANEOUS I'D LIKE TO ANSWER QUESTIONS ABOUT OUR WORK WITH THE DOW AND OUR THINKING OVER THE PAST FEW DAYS (2 MINUTE READ) [12] OpenAI CEO Sam Altman recently held an Ask Me Anything on X to discuss the company's recent decision to work with the Department of War. In the thread, he answered questions around whether society should prefer a democratically elected government or unelected private companies to have more power, whether the government should nationalize OpenAI or other AI efforts, and the work it takes to keep society safe. Katrina Mulligan, OpenAI's Head of National Security Partnerships, and Boaz Barak, a computer scientist at OpenAI, were also present in the thread to answer questions. ANTHROPIC'S CLAUDE OVERTAKES CHATGPT IN APP STORE (3 MINUTE READ) [13] Anthropic's Claude has dethroned OpenAI's ChatGPT in Apple's App Store. The sudden surge in rankings is almost certainly due to public backlash at a recent decision by OpenAI to work with the Department of War to deploy AI without restrictions on mass domestic surveillance and fully autonomous weapons. Anthropic was recently labeled a supply-chain risk to national security for refusing to amend its safety policies for its work with the government. ⚡ QUICK LINKS LET'S TALK ABOUT THE HUMANOID ROBOT IN THE ROOM (8 MINUTE READ) [14] Humanoid robots are like self-driving cars, but significantly more complex, and we still haven't fully solved self-driving, so it is unlikely that we're close to having general-purpose humanoid robots at home. THE THIRD ERA OF AI SOFTWARE DEVELOPMENT (5 MINUTE READ) [15] Cursor is moving towards helping developers build the factory that creates their software. THE PLATFORM FOR BUILDING AGENTS (WEBSITE) [16] Cloudflare's Agents platform allows developers to build agents in an environment designed for durable execution, serverless inference, and pricing that scales. A FIRST GUIDE TO BUILDING APIS WITH AI (2 MINUTE READ) [17] This post contains notes on building APIs in an AI-first world from someone who has maintained many APIs but only has basic working-professional knowledge of building APIs at scale, securing APIs, and related subjects. THE TWO VIEWS OF RATIONALITY (15 MINUTE READ) [18] It's important to distinguish between what's scientifically true and what's empirically useful. AMAZON TRIES ITS LOW-COST APPROACH TO WINNING THE AI RACE (9 MINUTE READ) [19] Amazon's winning formula for many years has been to sell the thing everyone wants but charge less for it. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [26] & Stephen Flanders [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=c8dcee44-161e-11f1-b5e7-bdca91b98fa1&pt=campaign&t=1772453032&s=2007c96c32abdc01c9c97714a667e8991f3a32ba3476454e955efa2e0e2ef273 [4] https://serpapi.com/?utm_source=tldr_newsletter [5] https://links.tldrnewsletter.com/xpdDCG [6] https://links.tldrnewsletter.com/gqtIug [7] https://arstechnica.com/security/2026/02/google-is-using-clever-math-to-quantum-proof-https-certificates/?utm_source=tldrnewsletter [8] https://interestingengineering.com/energy/worlds-largest-battery-plan-for-google?utm_source=tldrnewsletter [9] https://www.datadoghq.com/ebook/enterprise-developer-enablement/?utm_source=tldrnewsletter&utm_medium=newsletter&utm_campaign=dg-coreplatform-ww-developer-enablement-ebook-tldr [10] https://links.tldrnewsletter.com/890vud [11] https://9to5mac.com/2026/03/01/apple-replacing-core-ml-with-modernized-core-ai-framework-for-ios-27-at-wwdc/?utm_source=tldrnewsletter [12] https://threadreaderapp.com/thread/2027900042720498089.html?utm_source=tldrnewsletter [13] https://mashable.com/article/claude-overtakes-chatgpt-in-apple-app-store?utm_source=tldrnewsletter [14] https://matthiasplappert.com/blog/2026/humanoid-robot-in-the-room/?utm_source=tldrnewsletter [15] https://links.tldrnewsletter.com/M9pvpD [16] https://agents.cloudflare.com/?utm_source=tldrnewsletter [17] https://www.natemeyvis.com/a-first-guide-to-building-apis-with-ai/?utm_source=tldrnewsletter [18] https://invertedpassion.com/the-two-views-of-rationality/?utm_source=tldrnewsletter [19] https://links.tldrnewsletter.com/a5vKgR [20] https://refer.tldr.tech/420aa5da/ [21] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [22] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://twitter.com/tldrdan [27] https://twitter.com/SteveFlanders22 [28] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=c8dcee44-161e-11f1-b5e7-bdca91b98fa1&pt=campaign&pv=4&spa=1772449323&t=1772453032&s=83e22d974bf6faa165138e36e57221c3991626d2b80c99bb71e2a259ab93d589

Small changes can shift results, with identical videos sometimes getting 10X more views. Format matters too, as greenscreen videos perform better ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wisestamp] [4] TLDR MARKETING 2026-02-27 INSIDER SESSION: HOW TO CREATE A HOLISTIC BRAND EXPERIENCE (SPONSOR) [4] "Brand" is a big word, and everyone seems to be talking about it. But what does it mean in practice? A shinier logo? More display ads? In this conversation with WiseStamp [4], Island's Head of Brand shares his approach on how NOT to be generic, and instead, build a brand that delights. Learn how to develop your brand story and experience with the small, intentional details [4] that build trust and make brand moments stick. Watch on demand [4] 📱 NEWS & TRENDS CLAUDE CODE AND THE GREAT PRODUCTIVITY PANIC OF 2026 (5 MINUTE READ) [5] There's a spark of productivity panic in tech, pressuring engineers and executives to work longer hours and produce more code. Once seen as a way to “vibe code” casually, these tools now drive an expectation that everyone experiment with AI while maintaining existing workloads. Senior leaders using agents themselves raise output expectations. Studies show nonmanagers gain far less time savings, fueling “AI fatigue” and task expansion. While some teams report higher productivity, much of the output risks becoming disposable busyware (minor projects or features that consume time but add little real value). WPP TO SELL ASSETS AND CUT JOBS IN RADICAL SHAKE-UP TO COUNTER AI THREAT (3 MINUTE READ) [6] WPP is launching a major restructure to become a simpler, lower-cost, AI-focused business. The London-based group will reorganize into 4 main divisions and regional markets. It is merging key ad agencies, including Ogilvy, VML, and AKQA, under a shared back office while keeping them separate. It is also reinvesting savings into AI and high-growth areas. 🚀 STRATEGIES & TACTICS TIKTOK & IG VIDEO A/B TESTING LESSONS (2 MINUTE READ) [7] Small changes can massively shift results, with identical videos sometimes getting 10X more views. Format matters too, as greenscreen videos perform far better on Instagram while talking-head styles can do better on TikTok. Algorithms are unpredictable, so the best approach is to repurpose content across platforms and then test multiple hooks, captions, text, and formats. Iterate on underperforming videos instead of relying on a single version. LIFECYCLE MARKETING: A PRACTICAL GUIDE TO CLOSING THE GAPS (14 MINUTE READ) [8] Build a foundation before running campaigns. Start with the audience, not the feature, and use segmentation by fit, behavior, lifecycle stage, role, and jobs-to-be-done to shape messaging. Gather insights from product data, support, CS, and sales. Use a shared calendar and intake workflow to manage requests, and apply priority tiers, QA checks, and post-send reviews to keep cadence and multi-channel messaging consistent. Treat ad-hoc sends as learning opportunities. Once the system works, use AI to speed repetitive tasks. WIN REPORT: HOW AN APPEAL TO EMOTION DOUBLED CONVERSIONS (2 MINUTE READ) [9] Leading with emotion instead of a heavy search form doubled conversions for a travel booking platform. User research showed visitors called the original mobile homepage boring and unengaging because the form appeared before any inspiring content. The winning redesign reduced the first step to one field and highlighted strong destination imagery and video. This change increased bookings by 103% during the test. 🧑‍💻 RESOURCES & TOOLS LIFT PIPELINE CONVERSION BY UP TO 118% WITH CONTACT-LEVEL ABM (SPONSOR) [10] B2B buying is messy. Yet most ABM programs are still orchestrated at the account level—where buyer behavior gets averaged out, early signals get missed, and “personalization” becomes a best guess. Influ2's new data report shows: contact-level ABM can boost pipeline conversions by up to 118%. See the report: What changes when ABM orchestration starts with people [10] THE COMPLETE GUIDE TO BOOSTING INFLUENCER CONTENT (WEBINAR) [11] Sarah Adam, Head of Influencer Marketing at Wix, and Guy Dotan will discuss their experience scaling influencer campaigns and how to handle both organic and paid strategy. The webinar will take place on March 5 at 11 AM ET. TIP: CLAUDE CODE X HUBSPOT (1 MINUTE READ) [12] HubSpot workflows are normally limited to a single object, forcing teams to use APIs, custom scripts, or manual exports to connect Contacts, Deals, and Companies. Claude Code removes this barrier, letting you query across multiple objects in natural language without code. After installing the Claude for HubSpot app, you can open a workflow and ask Claude to update it using any objects. Review the draft it generates, then implement the changes directly in HubSpot. This enables faster and more flexible multi-object automation. GOOGLE DISCOVER ARCHITECTURE: CLUSTERS, CLASSIFIERS, OG TAGS, NAIADES - WHAT SDK TELEMETRY REVEALS (10 MINUTE READ) [13] Google Discover reaches hundreds of millions daily, but its ranking system is mostly hidden. Content flows through a nine-stage pipeline. Missing og:image or images under 1,200px block or limit visibility, and dismissed items remain permanently suppressed. Collection-level filters can block an entire publisher before ranking. Discover uses 13 cluster types, multiple personalization layers, and about 150 concurrent A/B experiments with 51 feature flags, so similar users can see very different feeds. 🎁 MISCELLANEOUS ONLY ONE COMPANY IN THE WORLD CAN RIVAL GOOGLE'S DISTRIBUTION: META (6 MINUTE READ) [14] Meta may have structural advantages over pure play LLM rivals because of its closed-loop ecosystem. Unlike Google, which risks disrupting search ads, Meta can experiment with AI answers inside engagement-driven platforms while preserving monetization. Social discovery behaviors, from restaurant recommendations to product research, are already happening inside Instagram and WhatsApp, creating an entry point for AI-powered search layered onto existing conversations. Local businesses could see renewed importance in optimized Meta profiles as discovery shifts from anonymous reviews to socially informed recommendations. HOW CHATGPT USES SEO TO DRIVE GROWTH AND REVENUE (5 MINUTE READ) [15] An SEO audit of ChatGPT, Claude, and Perplexity shows generative platforms scaling organic growth through traditional search tactics. ChatGPT leads with 76.5M monthly organic visits, a projected $92M in annual revenue at a 0.5% conversion rate and $20 price point, and a 15,200% ROI on an estimated $600K SEO investment. Claude and Perplexity see 82-240% ROI. ChatGPT outperforms with an authority score of 99, 288K ranking keywords, optimized robots.txt files, and UGC that expands indexable pages. Its content strategy gives it an edge, while Claude and Perplexity rely more on targeted blogs or niche content but lag in technical SEO and site structure. ⚡ QUICK LINKS HOW I BUILT A SLACKBOT TO HANDLE MY TEAM'S HUBSPOT REQUESTS (2 MINUTE READ) [16] The Head of Marketing at Proton used Claude Code to write the bot, Anthropic API to process requests, HubSpot tokens to make updates, Railway to run it 24/7, and Supabase to log every action. STORYLANE'S $3.3M MARKETING BUDGET (2 MINUTE READ) [17] A breakdown of Storylane's marketing spend across 10 channels. THE REDDIT STRATEGY THAT'S WINNING IN 2026 (19 MINUTE READ) [18] Google rotates results from 5-8 subreddits per query, so focusing activity on the most relevant communities drives stronger results. DEFINING GTM VS. PRODUCT LAUNCH VS. PRODUCT MARKETING (1 MINUTE READ) [19] GTM is the overall plan, a product launch is a marketing-focused subset, and product marketing connects messaging, insights, and enablement across both. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [26] & Maddi Salmon [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [29]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=d218345a-13a3-11f1-8cdf-451f908a8e8d&pt=campaign&t=1772195362&s=f5c11fc2672c780d972f0ac9da7fdd0525503d1527f6e0464d5a244fd8fe7240 [4] https://www.wisestamp.com/webinar-feb-2026/?Utmsource=paid&Utmmedium=tldr+drop+3&Utmcampaign=webinarfeb2026 [5] https://links.tldrnewsletter.com/2EkXUW [6] https://www.theguardian.com/business/2026/feb/26/wpp-merge-ad-agencies-cut-jobs-ai-threat-advertising?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/carmen-vicente_for-the-past-3-ish-months-ive-been-ab-testing-share-7432492389568573442-GB6g?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/jacalynbeales_a-fun-guide-to-closing-your-lifecycle-gaps-ugcPost-7430598956495319040-Yc7C?utm_source=tldrmarketing [9] https://conversion-rate-experts.com/travel-homepage-win-report/?utm_source=tldrmarketing [10] https://www.influ2.com/abm-that-starts-with-people-report?utm_source=newsletter&utm_medium=email&utm_campaign=tldr-feb-27 [11] https://maven.com/p/dff949/the-complete-guide-to-boosting-influencer-content?utm_source=tldrmarketing [12] https://www.linkedin.com/posts/carlyjcais_every-company-using-hubspot-has-a-workflow-share-7432116930867781632-ZcVO?utm_source=tldrmarketing [13] https://metehan.ai/blog/google-discover-architecture/?utm_source=tldrmarketing [14] https://www.productledseo.com/p/googles-real-threat-isnt-chatgpt?utm_source=tldrmarketing [15] https://searchengineland.com/chatgpt-seo-drive-growth-revenue-469966?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/dashashakov_i-built-a-slackbot-that-handles-our-teams-share-7432775312003809280-7qBE?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/madhavbhandari_were-spending-33m-on-marketing-in-2026-share-7430189809106792452-2nAZ?utm_source=tldrmarketing [18] https://www.buzzstream.com/blog/reddit-marketing-podcast/?utm_source=tldrmarketing [19] https://www.linkedin.com/posts/yilinpei_productmarketing-gtm-gotomarket-share-7432792001848455168-H3RL?utm_source=tldrmarketing [20] https://refer.tldr.tech/eb173905/5 [21] https://hub.sparklp.co/sub_dde87fb1813a/5 [22] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://www.linkedin.com/in/alikoh/ [27] https://www.linkedin.com/in/maddisalmon/ [28] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=d218345a-13a3-11f1-8cdf-451f908a8e8d&pt=campaign&pv=4&spa=1772193723&t=1772195362&s=94a6f877b70cfe9c57cbeb108cb6a7d2f9417b22c79e5bee91d90e83cd9e263f

Nano Banana 2, also known as Gemini 3.1 Flash Image, delivers results similar to Nano Banana Pro but with the speed of the non-pro Flash variant ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-02-27 WISPR FLOW JUST LAUNCHED ON ANDROID. VOICE-TO-TEXT THAT ACTUALLY WORKS IS NOW ON EVERY PLATFORM (SPONSOR) [4] Flow turns your voice into clean, sendable text inside any app. Speak naturally and Flow handles the cleanup. 89% of messages sent with zero edits. 4x faster than typing. Millions of people use Flow daily, including teams at OpenAI, Vercel, and Clay. Works on Mac, Windows, iPhone, and now Android. Free and unlimited on Android during launch. DOWNLOAD ON ANDROID [4] | GET FLOW FREE [4] 📱 BIG TECH & STARTUPS GOOGLE REVEALS NANO BANANA 2 AI IMAGE MODEL, COMING TO GEMINI TODAY (3 MINUTE READ) [5] Nano Banana 2, also known as Gemini 3.1 Flash Image, delivers results similar to Nano Banana Pro but with the speed of the non-pro Flash variant. The new image generator has more advanced world knowledge, which gives it the necessary information to render objects with greater fidelity and create more accurate infographics. Nano Banana 2 will replace both the standard and Pro variants of Nano Banana across the Gemini app, Search, AI Studio, Vertex AI, and Flow. Example images generated with the model are available in the article. NETFLIX DITCHES DEAL FOR WARNER BROS. DISCOVERY AFTER PARAMOUNT'S OFFER IS DEEMED SUPERIOR (3 MINUTE READ) [6] Netflix is walking away from a deal to buy Warner Bros. Discovery's (WBD) studio and streaming assets as its board deemed on Thursday that a revised bid by Paramount is a superior offer. Paramount raised its bid earlier this week to $31 per share in cash. Netflix had granted WBD a seven-day waiver to re-engage with Paramount last week. Paramount's offer is for the entirety of the company. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY OPENAI'S KEVIN WEIL ON THE FUTURE OF SCIENTIFIC DISCOVERY (9 MINUTE READ) [7] OpenAI's VP of Science, Kevin Weil, recently had an interview where he discussed how AI capabilities are progressing to the future of robotic labs, how founders should think about building with AI, and why this might be the best moment in history to start a company. This post contains highlights of the interview along with a link to a video of the chat. Weil is now focused on accelerating scientific discovery with AI. His previous experience includes leading product teams at Twitter, Facebook, and Instagram. TOMORROW'S SMART PILLS WILL DELIVER DRUGS AND TAKE BIOPSIES (11 MINUTE READ) [8] Doctors may soon prescribe pills that can travel through the digestive system and check for tissue health. Diagnosis for gastrointestinal diseases is often complicated, and treatment can bring serious side effects. Capsules are able to handle much of that work and could even release drugs exactly where they're needed or snip biopsy samples for analysis. The technology could transform care and make screening for disease less invasive and more accessible. 💻 PROGRAMMING, DESIGN & DATA SCIENCE YOUR PHONE JUST GOT 4X FASTER AT MESSAGING (SPONSOR) [9] Wispr Flow [4] is now on Android. Tap the floating bubble in any app, speak naturally, and get clean text ready to send. WhatsApp, Slack, Gmail, ChatGPT -- wherever you type, Flow works. Reid Hoffman sends 89% of his messages with zero edits. DOWNLOAD ON ANDROID [4] | TRY FREE [4] WHAT CLAUDE CODE ACTUALLY CHOOSES (3 MINUTE READ) [10] As more developers let Claude Code handle tool selection, the stacks that the AI chooses become 'the stack'. The model's training data may shape market share more than a marketing budget or conference talk. This study looks at what tools Claude Code actually picks. Claude Code would rather build from scratch than use existing tools - custom implementations are its single most common recommendation. OPEN SOURCE IN THE AGE OF AI (3 MINUTE READ) [11] The dynamics of the software industry are rapidly changing. Some of the foundations that open source was built on are looking increasingly shaky. Open source maintainers have been fighting companies taking their work and creating competing products for years by using increasingly restrictive licenses or keeping certain parts of the development stack private. However, AI is making it easier to clone codebases into entirely new products. Software licenses may become meaningless as AI becomes adept enough to rewrite open source codebases from scratch without using any of the original code. 🎁 MISCELLANEOUS ANTHROPIC CEO AMODEI SAYS PENTAGON'S THREATS ‘DO NOT CHANGE OUR POSITION' ON AI (3 MINUTE READ) [12] Anthropic's CEO, Dario Amodei, says that the company cannot, in good conscience, agree to allow the Department of Defense to use its AI models in all lawful use cases without limitations. The Department of Defense wants to be able to use Anthropic's models without restrictions on fully autonomous weapons and mass domestic surveillance. Anthropic has refused to change its stance despite threats by Defense Secretary Pete Hegseth to label it as a 'supply chain risk' or invoke the Defense Production Act to force it to comply with the department's demands. Discussions between the two parties are still ongoing. JACK DORSEY'S BLOCK TO LAY OFF 40% OF ITS WORKFORCE IN AI REMAKE (3 MINUTE READ) [13] Block plans to lay off 40% of its workforce - more than 4,000 employees. Founder Jack Dorsey alluded that AI tools were the reason for the cuts in a letter to shareholders. He claims that the decision to cut jobs wasn't because the company is in trouble. Block has delivered mixed results in recent years as it faces tough competition. ⚡ QUICK LINKS WISPR FLOW JUST LAUNCHED ON ANDROID (SPONSOR) [9] Voice-to-text that works in every app. Millions of users worldwide. Free on Android during launch. TRY FREE [4] THE 2026 GLOBAL INTELLIGENCE CRISIS (12 MINUTE READ) [14] The conditions that the economy must experience for AI to produce a sustained negative demand shock are unlikely. THE EDGE OF MATHEMATICS (6 MINUTE READ) [15] The world's greatest living mathematician Terence Tao's approval of generative AI seemingly legitimizes the great promise of the technology. LEVERAGE AND FUNCTIONS. THE TWO CLASSES OF AI AGENTS (2 MINUTE READ) [16] Leverage agents make users orders of magnitude more productive, while function agents perform tasks for users. TESLA CYBERCAB LEAD QUITS JUST MONTHS BEFORE MASS PRODUCTION (12 MINUTE READ) [17] Victor Nechita, the Vehicle Program Manager for the Cybercab, is leaving Tesla after six years at a critical moment for the program. I THOUGHT I UNDERSTOOD AI COMPANIES. I COULDN'T HAVE BEEN MORE WRONG (11 MINUTE READ) [18] Open source models and similarity among products may ultimately keep AI from financial success. CONSTANCE CROZIER: FORECASTING S-CURVES IS HARD (6 MINUTE READ) [19] Many things that look like exponential functions, like the adoption of new technologies, actually follow an S-curve. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [26] & Stephen Flanders [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [29]. 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Parents are embracing experience-rich, screen-smart childhoods. Pinterest searches for “screen free activities” are up 200% ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Sprout Social] [4] TLDR MARKETING 2026-02-26 THIS IS AN INTERVENTION: YOU'RE POSTING TOO MUCH (SPONSOR) [4] Platforms are fragmenting, but spamming volume won't help you squeeze more out of social. If anything, that extra content creates drag, not momentum.  Sprout Social's 2026 Social Media Content Strategy Report [5] lays out how high-performing teams are adjusting priorities as the social landscape shifts.  Read it to learn [6]: 📉 Where overproduction backfires ⚖️ When output helps vs hurts 🧭 How teams are refocusing effort >> Get your copy for free [6] 📱 NEWS & TRENDS PINTEREST PARENTING TREND REPORT 2026: RAISING SCREEN‑SMART KIDS WHO SEEK REAL-WORLD ADVENTURE (4 MINUTE READ) [7] Parents are embracing experience-rich, screen-smart childhoods. Pinterest searches for “screen free activities” are up 200% and “no phone summer” up 340%. Families are blending screens into shared activities like movie nights and sports. They're rethinking parenting with slower, kinder approaches and using nostalgia, DIY projects, and creative home setups to enrich daily life. WHY DO WE STILL CALL THEM PODCASTS? (6 MINUTE READ) [8] Video podcasts are reshaping the medium and raising questions about whether the term “podcast” still fits. Once defined as on-demand audio shows, podcasts now include episodic video content. Most audiences mix listening and watching, with only 7% exclusively watching and 13% exclusively listening. Video podcasts are expanding into formats traditionally dominated by TV, blending performance, storytelling, and social media elements. Even so, the word “podcast” continues to stick, even as the format evolves. 🚀 STRATEGIES & TACTICS WHY LIFE MOMENTS, NOT DEMOGRAPHICS, SHOULD DRIVE YOUR TARGETING STRATEGY (4 MINUTE READ) [9] Many brands focus on age and income, but purchase decisions are driven by life events like marriage, relocation, parenthood, or career changes. Consumers with the same demographics can have opposite intent, making broad-segment messaging and traditional loyalty models less effective. Strategies that combine life event signals with behavioral data and optimize for lifetime value across stages perform better. CONTENT STRATEGY THAT BUILDS PIPELINE: DISCOVERY, VIRALITY, AND RELATIONSHIP LOOPS (43 MINUTE PODCAST) [10] B2B content often produces lots of output but little impact because the pieces aren't connected. This podcast shares a four-part framework that can fix this. Content IP focuses on naming the buyer's real, often unspoken problem to build trust. Discovery loops make sure prospects can find your content through search, competitor comparisons, and product pages. Virality loops keep content visible by having real people consistently share stories, not just brand accounts posting updates. Relationship loops use recurring touchpoints like newsletters, webinars, or podcasts to deepen trust over time. When all four work together, content shifts from a task list into a growth engine. 🧑‍💻 RESOURCES & TOOLS DESIGNING EXPERIMENTS FOR LONG-TERM GROWTH (WEBINAR) [11] This webinar will discuss experiment best practices and common mistakes that can lead to critical misinformation. The marketing team at GrowthBook will be sharing real examples of experimentation gone wrong and done right. It will take place on March 3 at 12 PM ET. STUDY: HOW ANSWERING PEOPLE ALSO ASK QUESTIONS CORRELATES WITH ORGANIC RANKINGS (8 MINUTE READ) [12] Pages that fully answer more People Also Ask questions tend to rank higher in the top 5 organic results. This study analyzed 563 keywords and found the strongest correlations for commercial and transactional queries, such as a top 5 correlation of -0.9573 for transactional searches. Informational and navigational queries showed weaker relationships, and the correlation dropped sharply beyond page 1. Answering PAA questions alone does not guarantee rankings because technical quality, external signals, and user experience still matter. Broad question coverage can make content semantically richer and may support stronger ranking potential. 🎁 MISCELLANEOUS SHOULD I QUIT MY JOB? A FLOWCHART (5 MINUTE READ) [13] Going freelance is appealing, but it requires honest self checks. The first step is to confirm you truly want independence rather than simply wanting a better version of your current job. Early validation matters, so having at least one paying client before quitting can reduce risk. Expect about 20% of your time to go to admin work and about 30% to pipeline building, which leaves roughly 50% for the craft itself. Most new freelancers also need 3-6 months of savings and a clear specialty. PRODUCTS ARE EVALUATED TWICE NOW (5 MINUTE READ) [14] Products now face two separate evaluations during buying decisions, relevance first and feasibility second. Awareness content still drives interest, but buyers often research technical fit on their own using AI and cross-functional review before contacting sales. Many teams fail because key answers live in operational documents that are not structured for buyers who are still deciding. Teams should map buyer roles to the depth of context they need and design intentionally gated materials that connect marketing to technical validation. Companies that build clear bridges between attention and fit will reduce friction and help serious buyers move faster. THE UNILEVER CEO HAS A NEW MARKETING DOCTRINE, AND IT IS COMPLETELY WRONG (4 MINUTE READ) [15] Unilever's CEO has declared traditional advertising dead and shifted toward a “social-first, creator-led” approach. However, this ignores the realities of brand growth. Evidence shows big-brand, mass-reach campaigns remain essential for reaching new buyers, while creators are better at engaging existing fans. Applying a single strategy across 400 diverse brands repeats past mistakes and risks undermining brands that need broad reach. ⚡ QUICK LINKS HOW TO MINE CUSTOMER PAID POINTS WITH CLAUDE (1 MINUTE READ) [16] Use Claude to extract pain point questions from a customer interview, search them, and analyze top results in Semrush to uncover and expand relevant keywords. AI IS NOT IMPROVING PRODUCTIVITY (16 MINUTE READ) [17] Right now, AI mostly replaces tasks and benefits large companies rather than workers. THE DISCOVER LIST: MEET THE 2026 TIKTOK CREATORS TO WATCH (4 MINUTE READ) [18] 50 creators to watch across educators, foodies, icons, innovators, and originators. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. 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Beginning in late 2024 and accelerating through 2025, Bitcoin's price experienced sudden and sharp sell-offs every trading day at 10 AM Eastern ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Datadog] [4] TLDR 2026-02-26 DATADOG RESEARCH: MOST CLOUD WORKLOADS ARE USING LESS THAN HALF THEIR ALLOCATED RESOURCES (SPONSOR) [4] Datadog's 2025 State of Containers and Serverless report [4] analyzed real usage data from tens of thousands of customers across AWS, Azure, and Google Cloud. The report covers 10 findings [4] on how container and serverless adoption is shifting — including: 1️⃣ KARPENTER OVERTOOK CLUSTER AUTOSCALER for K8s node provisioning, jumping from ~11% to 34% share in two years. 2️⃣ GPU INSTANCE HOURS TRIPLED since late 2023 as teams spin up inference servers like vLLM and Triton for AI workloads. 3️⃣ ARM USAGE DOUBLED across both Lambda functions (9% → 19%) and cloud instances (9% → 15%). Download the full report to see all 10 findings [4] 📱 BIG TECH & STARTUPS THE 10 AM DROP: HOW JANE STREET BROKE BITCOIN'S PRICE (13 MINUTE READ) [5] Beginning in late 2024 and accelerating through 2025, Bitcoin's price experienced sudden and sharp sell-offs every trading day at 10 AM Eastern, coinciding with the US stock market open. The drops were precise, algorithmic, and wildly disproportionate to the broader market conditions. They wiped out leveraged long positions, triggered cascading liquidations, and then reversed within hours. These dumps stopped the moment Jane Street had lawyers looking over its shoulder due to the Terraform Labs lawsuit, and they started again in Q3 2025 when the heat died down. ANTHROPIC'S PENTAGON SHOWDOWN IS ABOUT MORE THAN AI GUARDRAILS (16 MINUTE READ) [6] Anthropic has the most constrained use age policy of all of the AI companies working on US military applications. It has a host of limitations on the use of its technology intended to prevent broader societal harm that includes core tenets such as 'Do Not Develop or Design Weapons' and 'Do Not Compromise Computer or Network Systems'. However, there are signs that the company's safety commitments are slipping. The Pentagon's threat to potentially remove Anthropic from the supply chain could be almost fatal to the business. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY ALPHABET-OWNED ROBOTICS SOFTWARE COMPANY INTRINSIC JOINS GOOGLE (3 MINUTE READ) [7] Alphabet-owned robotics company, Intrinsic, is joining Google to unlock the promise of physical AI for a much broader set of manufacturing businesses and developers. It will remain a distinct entity within Google but work closely with Google DeepMind and tap into Google's Gemini AI models and cloud services. Intrinsic announced a joint venture with Foxconn in October that involves the two companies working together on general-purpose intelligent robots to transform how electronics are manufactured, with the goal of full factory automation. The company is now working towards those goals with closer collaboration with Google's AI prowess. WAYVE, AN AI DRIVERLESS CAR START-UP IN EUROPE, RAISES $1.2 BILLION (4 MINUTE READ) [8] Wayve has raised $1.2 billion in a deal that values the London-based autonomous vehicle software startup at $8.6 billion. The funding, which could grow to $1.5 billion if it hits certain performance targets, is one of the largest amounts raised by a European startup. Wayve expects to have its driverless taxis on the road for customers this year through a commercial trial with Uber. Consumer vehicles incorporating its technology will be available to buy by 2027. 💻 PROGRAMMING, DESIGN & DATA SCIENCE 40%+ OPEN RATES. 6M+ TECH PROFESSIONALS. ADD TLDR TO YOUR MEDIA MIX. (SPONSOR) [9] TLDR reaches developers and technical decision makers across 12 newsletters. Already running Meta? TLDR fills the gap it can't. See how TLDR compares. [9] TESTS ARE THE NEW MOAT (4 MINUTE READ) [10] Software contracts, tests, and API surface area are becoming more valuable as AI becomes better at cloning people's work. This clashes with the incentives of commercialized open source work. Previously, the overhead of writing, understanding, and maintaining the code itself was important. However, clearly defining and communicating open source software's APIs makes it easier for AI to clone work. NPM I CHAT – ONE CODEBASE, EVERY CHAT PLATFORM (1 MINUTE READ) [11] Vercel's new Chat SDK lets teams write bot logic once and deploy to Slack, Microsoft Teams, Google Chat, Discord, GitHub, and Linear. Its event-driven architecture includes type-safe handlers for mentions, messages, reactions, button clicks, and slash commands. The SDF enables teams to build user interfaces using JSX cards and modals that render natively on each platform. It handles distributed state management using pluggable adapters for Redis, ioredis, and in-memory storage. 🎁 MISCELLANEOUS SOFTWARE COMPANIES BUYING SOFTWARE: A STORY OF ECOSYSTEMS AND VENDORS (12 MINUTE READ) [12] Several things are happening in software: a lot more startups with super-fast revenue growth are popping up, margins are thinner, engineering inequality is growing, and digital natives had a bunch of layoffs. This is all a direct corollary of the platformization of software, and it will continue. What's happening is expected - it just took some time to happen. The software industry is now much bigger than it was a decade ago, and AI is creating a ton of FOMO. PRODUCTIVITY: THE EVIDENCE IS MIXED, BUT THE PATTERN IS CLEAR (2 MINUTE READ) [13] AI increases productivity on well-scoped tasks where errors are detectable. This breaks down when tasks get harder. When AI agent output is scored algorithmically, it looks moderately capable, but when scored holistically, performance drops substantially. Estimates about AI's effect on productivity drop when task reliability is factored in. ⚡ QUICK LINKS AI IS SPEEDING UP INDIVIDUALS, BUT NOT TEAMS. LEARN HOW TO SCALE AI IMPACT AT ATLASSIAN'S DIGITAL SUMMIT (SPONSOR) [14] Only 4% of orgs report true transformation from AI. Learn how to unlock human-AI coordination with a new system of work. Register for Atlassian's Teamwork in an AI Era [14] HOW CLOUDFLARE REBUILT NEXT.JS WITH AI IN ONE WEEK (10 MINUTE READ) [15] vinext is a drop-in replacement for Next.js built on Vite for about $1,110 in tokens that builds production apps up to four times faster and produces client bundles up to 57% smaller. THE LAST GASPS OF THE RENT SEEKING CLASS (4 MINUTE READ) [16] The US economy built a giant rent-extraction layer on top of human limitations over the past fifty years, with trillions of dollars of enterprise value depending on increased friction. THE ALGORITHM THAT POWERS YOUR X (TWITTER) POST (11 MINUTE READ) [17] This article looks at what X's algorithm does, how its components fit together, and why the xAI Engineering Team made the design choices they did. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$300K, FULLY REMOTE) [18] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [19]. TWO BELIEFS ABOUT CODING AGENTS (5 MINUTE READ) [20] Most talented developers do not appreciate the impact of the intuitive knowledge they bring to their coding agents, and most of the work people are sharing are incredible personal tools, but they are not capital-P products. 'AWS FOR EVERYTHING' VS. 'SHEIN FOR EVERYTHING' (21 MINUTE READ) [21] The reindustrialization debate is obsessed with building impressive factories, but the harder, more important work is building the network that feeds everything else. EVERYTHING ANNOUNCED AT SAMSUNG UNPACKED (10 MINUTE READ) [22] Details on the Galaxy S26 Ultra, Galaxy Buds 4, Samsung's Privacy Display technology, and more. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=9433d13e-12fa-11f1-91f2-e321eeb3948b&pt=campaign&t=1772104774&s=65125642a308a4f483be6bb986f4b52809910b0166a8f3851c05c5d86f2a0d23 [4] https://www.datadoghq.com/resources/state-of-containers-and-serverless-2025/?utm_source=tldrnewsletter&utm_medium=newsletter&utm_campaign=dg-infra-ww-containers-and-serverless-tldr [5] https://links.tldrnewsletter.com/EUcVqG [6] https://links.tldrnewsletter.com/d3GeOD [7] https://techcrunch.com/2026/02/25/alphabet-owned-robotics-software-company-intrinsic-joins-google/?utm_source=tldrnewsletter [8] https://links.tldrnewsletter.com/tnNSbl [9] https://advertise.tldr.tech/comparison/meta-ads-vs-tldr/?utm_source=tldr&utm_medium=newsletter&utm_campaign=primary02262026 [10] https://saewitz.com/tests-are-the-new-moat?utm_source=tldrnewsletter [11] https://vercel.com/changelog/chat-sdk?utm_source=tldrnewsletter [12] https://erikbern.com/2026/02/25/software-companies-buying-software-from-software-companies?utm_source=tldrnewsletter [13] https://www.greaterwrong.com/posts/SEszTmpx7gFaAaHFq/career-decisions-if-you-take-agi-seriously#Productivity__The_Evidence_Is_Mixed__But_the_Pattern_Is_Clear?utm_source=tldrnewsletter [14] https://webinars.atlassian.com/series/teamwork-in-an-ai-era/landing_page?utm_source=tldr&utm_medium=email&utm_campaign=P:twc*O:clm*F:awareness*C:webinar*H:fy26q3*I:tldr-flagship-quicklinks-feb26*E:cloud*&utm_sfdc-campaign_id=701QB00000fxrIUYAY [15] https://blog.cloudflare.com/vinext/?utm_source=tldrnewsletter [16] https://geohot.github.io//blog/jekyll/update/2026/02/26/the-last-gasps-of-the-rent-seeking-class.html?utm_source=tldrnewsletter [17] https://blog.bytebytego.com/p/the-algorithm-that-powers-your-x?utm_source=tldrnewsletter [18] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [19] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [20] https://www.dbreunig.com/2026/02/25/two-things-i-believe-about-coding-agents.html?utm_source=tldrnewsletter [21] https://theshearforce.substack.com/p/aws-for-everything-vs-shein-for-everything?utm_source=tldrnewsletter [22] https://www.engadget.com/mobile/everything-announced-at-samsung-unpacked-the-galaxy-s26-ultra-galaxy-buds-4-and-more-180000530.html?utm_source=tldrnewsletter [23] https://refer.tldr.tech/420aa5da/ [24] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [25] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [26] https://jobs.ashbyhq.com/tldr.tech [27] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [28] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [29] https://twitter.com/tldrdan [30] https://twitter.com/SteveFlanders22 [31] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [32] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=9433d13e-12fa-11f1-91f2-e321eeb3948b&pt=campaign&pv=4&spa=1772103696&t=1772104774&s=f515226012cc1896b36fab1fb7abc55d30e9fe72d1dcf231dcce7bf1333309b8

Organic search is losing share as Google increasingly favors paid placements. From January 2025 to January 2026, classic organic clicks fell sharply ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Reddit Inc] [4] TLDR MARKETING 2026-02-25 FINANCIAL CONTENT ON REDDIT REACHED 7.5B VIEWS IN 2025. STILL SLEEPING ON REDDIT ADS? (SPONSOR) [4] Financial content on Reddit is exploding. During 2025 tax season, personal tax conversations hit 379M VIEWS, with high-intent traffic spiking 71% around Tax Day.  From r/IRS to r/personalfinance, Redditors look for trustworthy advice to inform their decisions. Now, you can get $1,000 in ad credit [4] when you spend $1,000 with code Q126TLDR1000*. Reddit is also offering its 2026 Tax Season Toolkit [5] for free so you can reach this high-value audience before your competitors do. >> Get your $1,000 credit when you spend $1,000 and reach Redditors at scale [4] *New accounts only, limit 1 per account, additional terms apply [6]. 📱 NEWS & TRENDS SEARCH ISN'T JUST TURNING TO AI, IT'S BEING RE-MONETIZED: TEXT ADS ARE TAKING A BIGGER SHARE OF GOOGLE SERP CLICKS (12 MINUTE READ) [7] Organic search is losing share as Google increasingly favors paid placements. From January 2025 to January 2026, classic organic clicks fell sharply across major verticals. Text ads gained 7-13 points, and paid clicks in product categories like headphones rose from 16% to 36%. Google AI Overviews expanded across SERPs, but zero-click rates stayed mostly stable. The shift is toward paid rather than fewer clicks overall. Brands are boosting paid spend to offset organic declines, creating a self-reinforcing cycle of competition. ‘WE'RE LOSING ACCESSIBILITY': AMERICA SAYS GOODBYE TO THE MASS-MARKET PAPERBACK (6 MINUTE READ) [8] Mass-market paperbacks are disappearing across the US. They were once cheap and portable, making reading accessible to working-class Americans. Popularized from the 1930s, they were sold in supermarkets and non-bookstore outlets. The format offered affordability and portability that helped democratize literature. Sales have declined steadily over the decades. E-readers and smartphones have replaced their convenience. Readers now value books as aesthetic objects. This shift limits low-cost access for young and lower-income readers. 🚀 STRATEGIES & TACTICS KEEP YOUR ADS AWAY FROM TOXIC CONTENT (3 MINUTE READ) [9] Ads placed beside unsafe content harm brand perception. In one case, favorability fell up to 19% and trust in a telecom brand dropped 17.8% when its ad appeared next to antisemitic material. Even hearing about the placement lowered opinions by 17.7%. Immediate brand statements raised trust by 18.1%, while delays weakened recovery. Tight placement controls and rapid response protect trust. LINKEDIN EVENTS FOR LEAD GENERATION: HOW TO MARKET, ENGAGE, AND CONVERT (10 MINUTE READ) [10] LinkedIn events can drive strong B2B leads when planned early, promoted across channels, and followed by structured outreach. Launch 2-4 weeks ahead, reinforce value with regular updates and polls, then repurpose the recording into 5-10 short clips and practical resources to extend reach. Segment attendees by engagement and use automated personalized follow-up to sustain momentum. Weak messaging and poor follow-up cause warm leads to fade. 🧑‍💻 RESOURCES & TOOLS MOST ADS GET IGNORED. TLDR ADS GET PIPELINE (SPONSOR) [11] Delve generated $1M in pipeline from TLDR ads. That's what happens when your ad reaches 6M+ tech professionals inside content they actually trust. We even write the copy for you. Ready to get started? See who you can reach. [11] TRAINING CLAUDE TO RUN MY PAID ADS (5 MINUTE READ) [12] Claude Skills can function as a paid ads assistant that accelerates specialist work. These mini agents activate automatically in chat and chain together to deliver targeted outputs beyond generic prompts. The system was trained to score ads, scan competitors, and generate creative using a six-factor weighted framework. It covered elements like hook strength and message clarity, grounded in principles from David Ogilvy and Claude Hopkins. It generated an 11-page analysis of 110 competitor ads in minutes. WHAT IS GOOGLE'S PREFERRED SOURCES? (4 MINUTE READ) [13] Google's Preferred Sources is a personalization feature that allows logged-in users to prioritize specific publishers within the Top Stories section. Available globally for English-language queries that trigger Top Stories, it lets users select preferred domains or subdomains, which can then appear in a dedicated “From your sources” box and within standard results. For publishers facing reduced visibility from AI summaries and zero-click search, the feature offers a way to strengthen loyalty and increase repeat exposure. While Google does not yet provide analytics to track preferred source performance, publishers can drive adoption through on-site CTAs, newsletter messaging, social promotion, and visible follow buttons. OPENTABLE LAUNCHES AD BUSINESS TO PITCH DINING DATA (2 MINUTE READ) [14] OpenTable is expanding beyond reservations with OpenTable Media, a new ad business built around its dining audience and transaction data. Advertisers can run onsite display and newsletter ads, target diners offsite using aggregated insights, and host branded experiences within its 60K-restaurant network. Early pilots with Diageo, Ghirardelli, and Cobra Beer validated demand as brand inquiries accelerated over the past two years. 🎁 MISCELLANEOUS THERE'S A SHORT WINDOW TO GET RADICALLY AHEAD BY GOING AI-NATIVE (5 MINUTE READ) [15] The real risk is not AI replacing jobs but individuals staying passive while a brief window rewards those who go fully AI native. Instead of debating flaws, use AI as the default engine for writing, coding, and problem-solving so the gap between idea and execution collapses. The advice is to directly build a rough version of your company's core workflow with AI, retry tasks as models rapidly improve, launch a scrappy side project, and learn from AI native peers. THE CEO MUST BE THE CMO (4 MINUTE READ) [16] Declining CMO tenure and marketing's absence from boards reflect a leadership problem, not a marketing one. Creating and delivering customer value is the core of the business, so marketing cannot sit in a silo. The CEO must own marketing at a strategic level to align brand, product, pricing, and customer experience with company goals. Steve Jobs and Jeff Bezos treated marketing as inseparable from innovation and culture. When the CEO champions the customer, insight flows across functions. ⚡ QUICK LINKS YOUR COOKIE BANNER IS KILLING 40% OF YOUR EMAIL OPT-INS (1 MINUTE READ) [17] Ensure your website's cookie banner isn't covering up your email opt-in pop-up. THE 10 FASTEST-GROWING SKILLS IN MARKETING (4 MINUTE READ) [18] Marketing skills on the rise include AI literacy, client prospecting, and community engagement. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ea0db39c-11f9-11f1-bab7-376ff9d53f58&pt=campaign&t=1772022529&s=f85f04c72008bcb6913281d95d596b1b60297985eab0041c98485c7e57f34216 [4] https://www.business.reddit.com/advertise/paid-lp/speak-with-a-reddit-ads-expert-meta-copy?utm_source=TLDR&utm_medium=cpc&utm_campaign=rdt_con_tldr_prospecting_tofu_awareness_namer_us_en_all_newsletterrunq126225-taxseason_&utm_content=Awareness_Mix_newsletterplacement26 [5] http://business.reddit.com/moments/tax-season-tool-kit?utm_source=TLDR&utm_medium=cpc&utm_campaign=rdt_con_tldr_prospecting_tofu_awareness_namer_us_en_all_newsletterrunq126225-taxseason_&utm_content=Awareness_Mix_newsletterplacement26 [6] https://business.reddithelp.com/s/article/Advertiser-credits [7] https://www.aleydasolis.com/en/search-engine-optimization/serp-shifts-ads-remonetized/?utm_source=tldrmarketing [8] https://www.theguardian.com/books/2026/feb/24/america-says-goodbye-paperback?utm_source=tldrmarketing [9] https://app.sciencesays.com/p/keep-your-ads-away-from-toxic-content?utm_source=tldrmarketing [10] https://snov.io/blog/linkedin-events/?utm_source=tldrmarketing [11] https://advertise.tldr.tech/audiences/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=secondary02252026 [12] https://jon4growth.substack.com/p/training-claude-to-run-my-paid-ads?utm_source=tldrmarketing [13] https://www.seoforjournalism.com/p/google-preferred-sources?utm_source=tldrmarketing [14] https://www.adweek.com/commerce/opentable-launches-ad-business-to-pitch-dining-data/?utm_source=tldrmarketing [15] https://www.elenaverna.com/p/theres-a-short-window-to-get-radically?utm_source=tldrmarketing [16] https://brandingstrategyinsider.com/the-ceo-must-be-the-cmo/?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/andreasja_your-cookie-banner-is-killing-40-of-your-activity-7431993913646739456-UsQp?utm_source=tldrmarketing [18] https://www.linkedin.com/pulse/linkedin-skills-rise-2026-10-fastest-growing-marketing-gnlye/?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ea0db39c-11f9-11f1-bab7-376ff9d53f58&pt=campaign&pv=4&spa=1772020890&t=1772022529&s=48750fa9a62b33cd1945a0a11c85bdf8eb57d80e8b7a2144c86d4de5058f6118

Meta has agreed to buy 6 gigawatts' worth of AI computing power from AMD. AMD has agreed to give Meta warrants to buy up to 160 million AMD shares ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Airia] [4] TLDR 2026-02-25 AIRIA: ENTERPRISE AI ORCHESTRATION THAT UNIFIES EXPERIMENTATION, PROD, AND GOVERNANCE (SPONSOR) [4] You want AI to be more than a never-ending work in progress, and that means enabling no-code, low-code, and pro-code development without IT gatekeepers standing in the way. Yet that doesn't mean governance goes out the window. Airia is the enterprise AI platform [4] built to drive AI adoption by unifying innovation and security. Teams at Stryker, BuzzFeed, and ArcelorMittal use it to: * Test prompts, LLMs, and agent variants in safe, prod-like environments  * End AI anxiety by controlling agent sprawl and implementing automatic guardrails [4] * Discover risks, orchestrate agents, and monitor threats in one place Get a demo [4] and make AI adoption a reality 📱 BIG TECH & STARTUPS PENTAGON GIVES ANTHROPIC ULTIMATUM AND DEADLINE IN AI USE STANDOFF (5 MINUTE READ) [5] Anthropic has until Friday to comply with the Pentagon's demands to use its AI models for all lawful use cases, including mass domestic surveillance or autonomous weapons, which Anthropic doesn't allow its models to be used for. Failing to comply will mean the cancellation of Anthropic's contract. Defense Secretary Pete Hegseth has said he could also label the company a supply-chain risk or invoke the Defense Production Act to essentially force Anthropic to work more collaboratively with the Pentagon. Designating a company as a supply-chain risk would mean that businesses working with the Pentagon would have to certify that they don't use Anthropic's models in any of their work with the military. META AND AMD AGREE TO AI CHIPS DEAL WORTH MORE THAN $100 BILLION (4 MINUTE READ) [6] Meta has agreed to buy 6 gigawatts' worth of AI computing power from AMD in a deal valued at more than $100 billion. AMD has agreed to give Meta warrants to buy up to 160 million AMD shares, roughly 10% of the company, for $0.01 apiece, as long as certain milestones are met. Meta said last week that it would buy several million of Nvidia's GPUs as well, a deal expected to cost tens of billions of dollars. The company plans to deploy tens of gigawatts of data center computing power this decade, and hundreds of gigawatts or more over time. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY GOOGLE MOONSHOT SPINOFF LOOKS TO SHIP CITY-SCALE LASER INTERNET (4 MINUTE READ) [7] Taara, a Google moonshot spin-off, plans to create urban data highways made out of light. Taara Photonics is a wireless communication platform based on optical phased arrays. The Taara Beam transmits data wirelessly with Class 1M eye-safe lasers in the unlicensed infrared band 193 THz. It can support speeds of up to 25 Gbps over a claimed range of up to 10 kilometers. The Taara Lightbridge Pro can do double that distance. DATA CENTERS ARE RACING TO SPACE — AND REGULATION CAN'T KEEP UP (5 MINUTE READ) [8] Over the past month, six American companies and a Chinese firm have expressed interest in building data centers in space. Experts warn that the projects could open governance loopholes, especially for countries with little say in how they are run. Orbital data centers could place critical infrastructure beyond regulatory reach for many developing countries and deepen digital dependence. New frameworks need to be built to prevent orbital compute from becoming an extension of existing terrestrial monopolies. 💻 PROGRAMMING, DESIGN & DATA SCIENCE EXPERT PANEL: PLAID'S 6 FINTECH PREDICTIONS - AND WHY FRAUDSTERS ARE THE TRUE EARLY ADOPTERS (SPONSOR) [9] The heaviest users of AI in fintech aren't fintechs, they're fraudsters. If you watch Plaid's 2026 Fintech Predictions [9], you'll see why that won't change for a while. Plaid CEO Zach Perret, CTO Will Robinson, and Credit Product Lead Michelle Young share their predictions in the on-demand webinar. See what's coming [9] WHAT ARE CHINESE PEOPLE VIBECODING? (9 MINUTE READ) [10] This post takes a look at the many interesting coding projects that developers, creatives, and entrepreneurs in China have been creating with AI tools over the past year. Tinkering culture has no borders, and companies are cashing in. Vibecoding is changing the landscape of technology in China. Highlights include a lighting app that became the most downloaded paid iPhone app in China, an app that suggests meet-up locations, and a tool that generates elaborate greeting messages based on occasion, style, and relationship with the intended recipient. AI AND MY CRISIS OF MEANING (2 MINUTE READ) [11] November was an inflection point with AI coding. Everyone now wants their own custom app to solve their business problem, and it's easier than ever to create one. Projects that should take weeks are being one-shotted by Claude Code. Developers should take advantage of this moment - in a few years, motivated people will be able to just do it themselves. 🎁 MISCELLANEOUS PAYPAL POPS NEARLY 7% ON REPORT FINTECH STARTUP STRIPE IS WEIGHING AN ACQUISITION (3 MINUTE READ) [12] Stripe is reportedly considering buying all or some segments of PayPal's business. PayPal has struggled with growth in an increasingly competitive financial payments industry. Meanwhile, Stripe hit a $159 billion valuation on Tuesday, up from $91.5 billion a year ago. Stripe's co-founder and president, John Collison, said that the company isn't yet aiming for an IPO as that would sidetrack its current product and business growth. TECH FIRMS AREN'T JUST ENCOURAGING THEIR WORKERS TO USE AI. THEY'RE ENFORCING IT (8 MINUTE READ) [13] Some tech firms have started tracking their workers' use of AI tools with an eye on productivity gains, and in certain cases, factoring it into performance reviews. There are jobs that aren't even considering candidates unless they demonstrate AI fluency. AI adoption hasn't been easy, as tech workers have many of the same feelings about AI as the broader population, including skepticism about how much time it is actually saving them. There's also the added anxiety about adopting a technology that will cause them to eventually lose their jobs. ⚡ QUICK LINKS 35K+ PEOPLE BOUGHT THIS TECH STOCK. (SPONSOR) [14] You can invest too. But hurry. Get $11/share before February 26 [14]. WBD SAYS PARAMOUNT'S NEW, HIGHER OFFER COULD BE “SUPERIOR” TO NETFLIX'S (2 MINUTE READ) [15] Paramount has increased its bid for Warner Bros. Discovery from $30 per share to $31 per share. EXPLAINING AI CHESS FOR HUMANS (4 MINUTE READ) [16] A good theory of computer chess will also explain how anomalous humans like Magnus Carlsen consistently beat other chess geniuses. IT WAS THE BEST OF TIMES, ETC. (1 MINUTE READ) [17] The AI community tends to say 'this is the worst it will ever be' in response to criticism, but in many aspects, this is also the best it will ever be. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$300K, FULLY REMOTE) [18] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [19]. MARK ZUCKERBERG'S META IS PLANNING STABLECOIN COMEBACK IN THE SECOND HALF OF THIS YEAR (3 MINUTE READ) [20] Meta has started contacting vendors for help with administering stablecoin-backed payments and implementing a new wallet. TESLA'S NOT-A-ROBOTAXI SERVICE (6 MINUTE READ) [21] Tesla's Robotaxi service still relies on both in-car human drivers and domestic remote operators to function. THE LOOMING TAIWAN CHIP DISASTER THAT SILICON VALLEY HAS LONG IGNORED (25 MINUTE READ) [22] A Chinese blockade of Taiwan could choke the supply of computer chips and bring the US tech industry to its knees. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=0ed2142e-1228-11f1-a4d9-5fc286b020dc&pt=campaign&t=1772018322&s=7a0de1b4ec08228c94c5f54d253f070f6d34652ac4d2820b9825d7aaf826e17d [4] https://airia.com/?utm_source=TLDR&utm_medium=Newsletter&utm_campaign=January232026 [5] https://links.tldrnewsletter.com/yjjfgo [6] https://links.tldrnewsletter.com/csfM2i [7] https://www.thestack.technology/google-moonshot-spinoff-looks-to-ship-the-internet-as-light/?utm_source=tldrnewsletter [8] https://restofworld.org/2026/orbital-data-centers-ai-sovereignty/?utm_source=tldrnewsletter [9] https://plaid.com/events/fintech-predictions-2026/?utm_source=TLDR&utm_medium=PaidNewsletter&utm_campaign=TLDR_Paid_Newsletter_Ad_Buy&utm_content=FTP26TT_Secondary [10] https://www.chinatalk.media/p/what-are-chinese-people-vibecoding?utm_source=tldrnewsletter [11] https://brids.bearblog.dev/ai-and-my-crisis-of-meaning/?utm_source=tldrnewsletter [12] https://www.cnbc.com/2026/02/24/paypal-stock-stripe-acquisition-report.html?utm_source=tldrnewsletter [13] https://links.tldrnewsletter.com/WFfblW [14] https://invest.energyx.com?utm_source=&utm_medium=paid-partnership&utm_campaign=partnership30-03_02-23_33631714958 [15] https://arstechnica.com/gadgets/2026/02/paramount-increases-its-warner-bros-discovery-bid-by-1-per-share/?utm_source=tldrnewsletter [16] https://andys.blog/chess/?utm_source=tldrnewsletter [17] https://www.robinsloan.com/lab/worst-or-best/?utm_source=tldrnewsletter [18] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [19] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [20] https://www.coindesk.com/business/2026/02/24/mark-zuckerberg-s-meta-is-planning-stablecoin-comeback-in-the-second-half-of-this-year?utm_source=tldrnewsletter [21] https://blog.dshr.org/2026/02/teslas-not-robotaxi-service.html?utm_source=tldrnewsletter [22] https://links.tldrnewsletter.com/OPyD1Q [23] https://refer.tldr.tech/420aa5da/ [24] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [25] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [26] https://jobs.ashbyhq.com/tldr.tech [27] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [28] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [29] https://twitter.com/tldrdan [30] https://twitter.com/SteveFlanders22 [31] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [32] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=0ed2142e-1228-11f1-a4d9-5fc286b020dc&pt=campaign&pv=4&spa=1772017277&t=1772018322&s=5285174a6cd6699099b3dc4afa1d7fd873fd4aa88d9dbba88b2659389df6a0d4

LinkedIn reach is shrinking, making strategic commenting more effective. Comments over 15 words carry roughly 2X the algorithmic weight ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wisestamp] [4] TLDR MARKETING 2026-02-24 THE SECRET TO A GREAT BRAND? SMALL, INTENTIONAL DETAILS (SPONSOR) [4] Every company has the basics: logo, website, social presence. That's the 90%. The brands that win focus on the final 10%: small, intentional details that pleasantly surprise - and leave a lasting impression. Join WiseStamp's webinar [4] with Ari Yablok, Head of Brand at Island, where you'll get: * Practical tips on how to show up in ways that your ICP (and your competition) aren't expecting * Useful examples [4] of brands that are winning the attention battle, without louder messaging or bigger budgets * Access to a special offer on WiseStamp's leading email signature management platform 👉 Join live on February 25 at 10am EST [4] 📱 NEWS & TRENDS BRANDS SEE BIGGEST GROWTH ON TIKTOK BUT ORGANIC REACH IS SLOWING ON INSTAGRAM (2 MINUTE READ) [5] TikTok is delivering the strongest audience growth, with median follower counts rising over 200% year over year and generating high engagement per post. Instagram continues to post steady follower gains, but organic reach is declining across all formats, limiting its growth upside. Facebook remains largely flat in follower growth while still anchoring overall audience scale. The data suggests TikTok is emerging as the primary discovery engine, while Instagram and Facebook function as reach stabilizers rather than accelerators. AI-SEO IS A CHANGE MANAGEMENT PROBLEM (7 MINUTE READ) [6] AI SEO efforts fail mainly because of organizational misalignment, not weak tactics or tools. Readiness and change management drive success, and fewer than one-third of teams sustain performance improvements during major shifts. About 70% of AI implementation hurdles relate to people and process issues, while only about 10% are purely technical. 84% of marketers say their LLM visibility measurement is inaccurate. Strong change management can create an 8X improvement in success, and firms using key transformation factors can raise success rates from 30-80%. Teams need to treat SEO leaders as change agents before deploying AI-SEO tactics. CAN THE CREATOR ECONOMY STAY AFLOAT IN A FLOOD OF AI SLOP? (5 MINUTE READ) [7] The creator economy is entering a new phase as leading YouTubers expand into consumer products and venture-backed businesses. At the same time, generative video tools are accelerating content production, increasing the risk of saturation and IP conflicts. AI may make breakout growth harder for emerging creators. Monetization will depend less on views alone and more on owned products and direct audience relationships. 🚀 STRATEGIES & TACTICS I GET 3X MORE INBOUND FROM COMMENTS THAN POSTS (17 MINUTE READ) [8] LinkedIn reach is shrinking, making strategic commenting more effective than posting for visibility and inbound. Comments over 15 words carry roughly 2X the algorithmic weight. Consistent 15 minute daily commenting generated 3-4X more inbound conversations in six months and took 40% less time because comments tap into existing distribution. The most effective comments add relevant experience or sharp questions, while AI-sounding replies get suppressed. PUNCH THE MONKEY AND A $0 MARKETING MASTERCLASS (4 MINUTE READ) [9] IKEA's social media manager, Elissa Wardrop, turned a viral baby monkey story into a marketing win by acting fast. She took a real-time photo of the IKEA toy Punch used, bypassed approvals, and reinforced the brand's role by donating first, earning authentic “story permission” before promotion, and the post drove massive engagement. Daily updates kept the audience engaged, showing how a single post can become a series that builds connection and sustained attention. 🧑‍💻 RESOURCES & TOOLS HOW MARKETERS ARE USING AI TO MAKE BETTER VIDEOS FASTER, NOT JUST BOOST VOLUME (SPONSOR) [10] When everyone can churn out videos with AI, volume won't set you apart. Wistia's new AI Video Marketing Trends [10] report shows how AI is being used to make better videos faster, rather than just producing more content. Read the report [10] to see how AI can handle the grunt work so you can be creative HOW TO WRITE AN UNIGNORABLE EMAIL (WEBINAR) [11] Carly Valancy, founder of Reach Out Party, will share the 3 levers of her Unignorable Email Framework at this webinar. She'll also talk about how to feel confident cold emailing the people you don't feel "ready" to connect with and build a repeatable networking process. The event will take place on February 25 at 9 AM PT. HOW TO KNOW YOUR CONTENT RENDERS AT SCALE (1 MINUTE READ) [12] Enabling JavaScript crawling in Screaming Frog captures fully rendered screenshots of every page on a site. This provides a scalable view of how content displays. Instead of testing pages individually, Screaming Frog automates the process by configuring the spider to render JavaScript, enabling page screenshots, running the crawl, and reviewing each page's rendered view in the HTML report. This approach helps identify rendering issues across key pages and templates and highlights where JavaScript or AI tools might struggle to index content accurately. 🎁 MISCELLANEOUS THE CASE FOR HUMANS (6 MINUTE READ) [13] AI doesn't care about outcomes. An agent can pass tests and generate endless code, yet if the product breaks or users leave, the human is still accountable. Speed creates opportunity, but it is not a moat. When building becomes cheap, customers stop rewarding effort and start rewarding what is hard to copy. Infinite output does not create a durable advantage because real advantage comes from nonobvious bets and hard tradeoffs. As AI floods the world with personalized content, shared experiences and community grow more valuable because trust and belonging cannot be automated. 7 SURPRISING FINDINGS FROM OUR STUDY OF 15K+ GOOGLE ADS ACCOUNTS (7 MINUTE READ) [14] This study shows widespread inefficiency in paid search, with the average account wasting more than $1K per month and over a quarter recording no conversions within a 90-day window. Only 22% of accounts maintain a Quality Score of 7 or higher, and 36% fall below 4, highlighting structural weaknesses across industries. Smaller spenders outperform larger budgets in conversion efficiency, challenging the assumption that scale drives results. The strongest accounts rely on tighter segmentation and negative keywords, which correlate with nearly 3X higher conversion rates. ⚡ QUICK LINKS GEN Z IS FUELING AN IPOD COMEBACK (3 MINUTE READ) [15] Gen Z is reviving the iPod as a distraction-free alternative to smartphones. B2B LANDING PAGE TEMPLATES WITH 7 EVERGREEN MODULES (2 MINUTE READ) [16] A modular landing page includes the hero, problem, proof points, FAQ, and a clear CTA. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=2c53fcda-1131-11f1-8a2a-d7c94122bdc1&pt=campaign&t=1771935532&s=66b9b430602a423163234c81f626283c1009b9e3dc98f9e5a0067c128723e150 [4] https://www.wisestamp.com/webinar-feb-2026/?Utmsource=paid&Utmmedium=tldr+drop+2&Utmcampaign=webinarfeb2026 [5] https://www.socialmediatoday.com/news/brands-see-biggest-growth-on-tiktok-but-organic-reach-is-slowing-on-instagr/812789/?utm_source=tldrmarketing [6] https://www.growth-memo.com/p/ai-seo-is-a-change-management-problem?utm_source=tldrmarketing [7] https://techcrunch.com/2026/02/22/can-the-creator-economy-stay-afloat-in-a-flood-of-ai-slop/?utm_source=tldrmarketing [8] https://startupgtm.substack.com/p/comment-os?utm_source=tldrmarketing [9] https://www.marketingideas.com/p/the-whole-internet-cried-over-a-baby?utm_source=tldrmarketing [10] https://wistia.com/explore/ai-video-trends?&utm_source=TLDR&utm_medium=newsletter&utm_campaign=aireport [11] https://maven.com/p/97cb7d/how-to-write-an-unignorable-email?utm_source=tldrmarketing [12] https://www.linkedin.com/posts/chris-long-marketing_technical-seo-tip-by-enabling-screaming-activity-7431708698667921408-NUr4?utm_source=tldrmarketing [13] https://read.first1000.co/p/the-case-for-humans?utm_source=tldrmarketing [14] https://www.wordstream.com/blog/google-ads-account-study?utm_source=tldrmarketing [15] https://wersm.com/gen-z-is-fueling-an-ipod-comeback/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/tasbober_b2b-buyers-expect-a-relevant-landing-page-activity-7431685507849416704-RygS?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=2c53fcda-1131-11f1-8a2a-d7c94122bdc1&pt=campaign&pv=4&spa=1771934482&t=1771935532&s=16cefa642650f4b8d329720b840bcf5878edf8c445e9d863f0629b1ea6664dcb

Anthropic claims that DeepSeek, Moonshot, and MiniMax used approximately 24,000 fraudulent accounts to train their own chatbots ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-02-24 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS ANTHROPIC ACCUSES 3 CHINESE COMPANIES OF HARVESTING ITS DATA (4 MINUTE READ) [9] Anthropic claims that DeepSeek, Moonshot, and MiniMax used approximately 24,000 fraudulent accounts to train their own chatbots. The process of distillation, where data from one AI system is used to train another, is common in the AI industry. However, Anthropic's terms forbid the practice and also do not allow its technologies to be used in China. Anthropic has called on government officials and other AI companies to help prevent Chinese companies from distilling American models. SPACEX, OPENAI, AND ANTHROPIC IPOS: A $3 TRILLION STRESS TEST (2 MINUTE READ) [10] SpaceX, OpenAI, and Anthropic are set to IPO at an unprecedented scale. Typical IPOs offer 15% to 25% of their shares to public markets, which creates enough liquidity for price discovery while allowing founders and early investors to maintain control. At standard float percentages, these three companies need to raise $432 billion to $576 billion from public markets in a single quarter. The entire US IPO market raised $469 billion between 2016 and 2025. It is likely these companies will debut with smaller floats. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY 2026 GEOTHERMAL UPDATE (6 MINUTE READ) [11] The biggest projects in geothermal started construction around 18 months ago. The industry executed well enough to get a shot at true commercial-scale deployments. The next few years will determine if the wave of projects can lead to the success metric of '10% of electricity generation'. While the first version of the technology seems possible, subsequent versions and improvements that lead to scalability will be much more challenging. The leading companies are still going strong, which is promising. SCENT, IN SILICO (35 MINUTE READ) [12] Attention has started turning to using AI to probe the possibility of digitizing smell. Researchers hope that the ability to program smell will illuminate the many mysteries of olfaction. Digital scent could have many practical and quite profitable applications. This article looks at the state of the technology and introduces the various possible avenues for research. 💻 PROGRAMMING, DESIGN & DATA SCIENCE UNBLOCKED: THE CONTEXT LAYER YOUR AI TOOLS ARE MISSING (SPONSOR) [13] Give your agents the understanding they need to generate reliable code, reviews, and answers. Unblocked [13] builds context from your team's code, PR history, conversations, documentation, planning tools, and runtime signals. It surfaces the insights that matter so AI outputs reflect how your system actually works. _“Unblocked has reversed my AI fatigue completely. The level of precision is wild.” - Senior developer, Clio_ See how it works. [13] THE ENGINEERINGIFICATION OF EVERYTHING (7 MINUTE READ) [14] The line between technical and non-technical work is being redrawn. The winners will be the ones who think like builders. Non-technical people should try to take on more 'engineering' tasks as AI makes tools more powerful and accessible. Engineers should use the same tools to turn themselves into full-stack shipping machines. Companies are investing billions to make engineers more powerful, so take advantage of that investment. WRITING CODE IS CHEAP NOW (4 MINUTE READ) [15] Coding agents have dramatically dropped the cost of producing code. The ability to run parallel agents has compounded this effect. However, delivering good code still has a cost. Developers still need to ensure that the produced code is good code. The challenge is to develop new personal and organizational habits to respond to the new reality of agentic engineering. 🎁 MISCELLANEOUS SOFTWARE STOCKS CRATER AS INDEPENDENT RESEARCH PIECE DETAILS POTENTIAL AI DYSTOPIAN SCENARIO (7 MINUTE READ) [16] A recently published paper called 'The 2028 Global Intelligence Crisis' explores a hypothetical world in which there is an aggressive AI build-out and adoption of AI agents. In this world, unemployment is high despite elevated nominal growth and productivity, and the stock market tumbles due to credit stress from companies laid low by AI metastasizing. It illustrates how AI becoming good could leave many industries vulnerable. This post provides a summary of the paper along with a link to the original. DON'T LOVE YOUR JOB? I HEAR YOU. BUT DON'T QUIT. AT LEAST, 99% OF YOU SHOULDN'T (5 MINUTE READ) [17] Many jobs in tech aren't that rewarding anymore. AI has made it even worse. However, leaving your current job without a plan right now isn't a good idea because every CEO wants to get leaner. Companies want to increase AI use rather than hire more people, so the scales are weighted against employees. Use the time in your current job to learn and grow more until you have a better place to go to. ⚡ QUICK LINKS AI CODING TOOLS PROMISE PRODUCTIVITY GAINS. CAN YOU PROVE IT? (SPONSOR) [18] 12 months of real engineering data reveal what actually changes with AI adoption — speed, stability, and measurable outcomes. Download the practical, data-backed AI measurement guide for engineering leaders. [18] SILICON VALLEY CAN'T IMPORT TALENT LIKE BEFORE. SO IT'S EXPORTING JOBS (5 MINUTE READ) [19] Hiring by Big Tech has risen sharply in India in recent months. HOW STAYING SMALL BECAME AI STARTUPS' BIGGEST FLEX (4 MINUTE READ) [20] AI tools allow startups to run leaner than ever, spawning new benchmarks like 'revenue-per-employee'. INSIDER AMNESIA (2 MINUTE READ) [21] Experts correctly disregard bad sources in their fields of expertise, but trust those same sources on other topics. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$300K, FULLY REMOTE) [22] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [23]. MICROSOFT EXECS WORRY AI WILL EAT ENTRY LEVEL CODING JOBS (3 MINUTE READ) [24] Two Microsoft executives have written a paper arguing that senior software engineers must mentor junior developers to prevent AI from hollowing out the profession's future skills base. RED/GREEN TDD (2 MINUTE READ) [25] Every good model understands that 'use red/green TDD' means to write automated tests, confirm they fail, then iterate on the implementation until the tests pass. DICTIONARY COMPRESSION IS FINALLY HERE, AND IT'S RIDICULOUSLY GOOD (28 MINUTE READ) [26] Dictionary compression can shrink YouTube JavaScript download size for returning desktop users up to 90% compared to existing best-practice compression. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [27] Track your referrals here. [28] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [29]. Want to work at TLDR? 💼 APPLY HERE [30], CREATE YOUR OWN ROLE [31] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [32] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [33] & Stephen Flanders [34] Manage your subscriptions [35] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [36]. 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AI agents are outcome-focused tools that act across platforms to automate tasks, unlike chatbots or rule-based workflows ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-02-23 GIVE YOUR CREATIVITY ROOM TO BREATHE 🧘 (SPONSOR) [4] 😥 Chasing campaign updates... 👋 Following up with stakeholders... 👀 Looking for assets... That's time _not_ spent on creativity or strategy.  It's time to get your time back, and Asana is how [4]. Everything you need for marketing planning, creative workflows, and campaign production lives in one place.  And when everyone is in sync, nothing gets lost in email or spreadsheets. That means smoother collaboration and easier launches.  Start for free [4] and see why 92% of the marketing C-suite surveyed agree: Asana helps teams work better together. TRY ASANA FOR FREE — NO CREDIT CARD REQUIRED [4] 📱 NEWS & TRENDS AN UNRELIABLE FUTURE (3 MINUTE READ) [5] Digital infrastructure is becoming increasingly fragile because a few cloud providers dominate the market. AWS, Azure, and GCP control over 60% of global cloud capacity. Modern systems are highly complex, with billions of lines of code, microservices, and AI workloads that stress data centers. Small errors or capacity bottlenecks can trigger cascading outages, as seen in recent disruptions. Physical risks and high occupancy levels compound the problem. To reduce vulnerability, governments and enterprises are adopting multi-cloud strategies and on-premise repatriation to ensure that single failures do not paralyze operations. BRAND MARKETERS CAN'T SEE WHERE THEIR INFLUENCER BUDGETS GO (3 MINUTE READ) [6] Many brand marketers lack visibility into influencer budgets, with 61% unsure of agency payments to creators. 55% plan to change their approach within a year due to opaque fees and limited benchmarks. In-house management is growing, currently at 16%, offering direct influencer relationships, faster content production, and better budget efficiency. 🚀 STRATEGIES & TACTICS OUTCOME-BASED POSITIONING (2 MINUTE READ) [7] SaaS pricing is shifting from selling tools to selling completed work. Constant Contact shows an iterative path by rewriting plan copy around actions such as “do it yourself”, “do it with us”, and “done for you”. Lindy takes a radical path by adding a fake Human Assistant plan that compares its AI Work Assistant to human labor. This approach makes the value of outcomes more obvious and may spread across agentic AI products. HOW TO PRICE YOUR PRODUCT: A PRICING MODEL DECISION TREE (14 MINUTE READ) [8] This guide presents a pricing model decision tree to align how customers pay with how they experience value. Start with buyer type and product value, then narrow into seat, usage, outcome, or platform models. Seat pricing works when value grows per user, usage pricing fits when consumption maps to benefit, outcome pricing ties revenue to measurable results, and platform pricing supports multi team adoption. Most companies use hybrid models. 🧑‍💻 RESOURCES & TOOLS HOW MARKETERS ARE CREATING HIGH QUALITY CONTENT WITH AI THAT'S NOT SLOP (WEBINAR) [9] This webinar, on February 24, will show how to use AI to write content without becoming generic. It will cover which inputs produce valuable output, how to turn research and expert knowledge into standout content, and provide a repeatable framework for using AI as leverage, not a crutch. IT'S TIME TO HIRE YOUR FIRST MARKETING AGENT (15 MINUTE READ) [10] AI agents are outcome-focused tools that act across platforms to automate tasks, unlike chatbots or rule-based workflows that require constant direction. Agents start with a clearly defined role, a specific task, and are built and refined using real outputs. In marketing, agents can handle competitive intelligence, content repurposing, or growth analytics. For example, a competitive intelligence agent scans LinkedIn, YouTube, and G2 to generate weekly reports on competitors. A content repurposing agent turns webinar transcripts into draft social posts while referencing brand guides and past content. Tools like Relay.app and Mutiny enable automating and delivering these agents' outputs. 🎁 MISCELLANEOUS HOW TO USE THE MAGIC (AND SCIENCE) OF RITUALS TO IMPROVE YOUR WRITING (4 MINUTE READ) [11] Rituals, unlike simple routines, carry symbolic meaning that helps shift mindset and improve performance. Research shows they can reduce stress and prime focus even without religious belief. Writers like Stephen King use consistent pre-writing rituals to signal to the brain that it is time to create. Experts say that repeating specific actions in the same place builds mental associations that make it easier to enter a productive state. Whether religious or secular, rituals work because action shapes psychology and reinforces identity. THE FUTURE OF BRAND CREATIVITY BELONGS TO THE SMALL AND RECKLESS (3 MINUTE READ) [12] Large holding companies are adopting AI out of fear of being left behind rather than a clear creative strategy. By standardizing AI, they are reinforcing systems built to reduce variance, which leads to faster production of safe, undifferentiated work. As advanced AI tools are widely accessible, scale is no longer a durable moat, and bureaucracy becomes a drag on originality. At the same time, experienced talent is leaving large networks, lowering barriers for smaller agencies to compete. ⚡ QUICK LINKS 14 GEO CONFERENCES TO ATTEND IN 2026 (6 MINUTE READ) [13] A roundup of all the GEO and GEO-adjacent conferences that are happening in 2026. CHATGPT ADS SPOTTED, AND THEY ARE QUITE AGGRESSIVE (1 MINUTE READ) [14] ChatGPT ads have been spotted by US users, and they're appearing on the very first prompt. DIGITAL PR IN THE US VS UK: MAPPING THE DIFFERENCES (5 MINUTE READ) [15] The UK focuses on press releases, while the US favors newswires and skips full releases in emails. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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OpenAI and Amazon are currently racing to execute an AI device strategy. Interestingly, Amazon reportedly plans to invest $50 billion into OpenAI ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Crusoe] [4] TLDR 2026-02-23 CRUSOE BYOM: 5X HIGHER THROUGHPUT FOR CUSTOM MODELS (SPONSOR) [4] You've built the perfect fine-tuned model. Now scale it without compromise. Generic cloud infrastructure wasn't designed for proprietary architectures, leading to performance bottlenecks. Crusoe's Bring Your Own Model (BYOM) changes that. Powered by MemoryAlloy™ technology, Crusoe optimizes its inference engine specifically for your unique weights. The result? 5x higher throughput and breakthrough Time-To-First-Token speed compared to stock vLLM. Maintain total IP ownership with dedicated capacity and "glass box" visibility. Stop letting infrastructure hold back your AI innovation and start scaling with precision. Optimize your workload now [4] 📱 BIG TECH & STARTUPS CAN OPENAI BUILD ALEXA BEFORE AMAZON CAN BUILD CHATGPT? (5 MINUTE READ) [5] OpenAI and Amazon are currently racing to execute an AI device strategy. Interestingly, Amazon reportedly plans to invest $50 billion into OpenAI's newest funding round. Amazon is also the largest shareholder in OpenAI's chief startup rival, Anthropic. New reports suggest that OpenAI may be building custom models for Amazon's products, even while it is hard at work on its first devices. APPLE'S NEXT BIG THING IS A PUSH INTO VISUAL ARTIFICIAL INTELLIGENCE (14 MINUTE READ) [6] The defining feature of Apple's push into wearable AI devices will be Visual Intelligence. Apple CEO Tim Cook has been dropping hints about AI wearables built around AI technology that can see the surrounding environment and use that context to take action. The company is working on its own visual models with the intention of making them central to its upcoming set of AI devices, which include advanced AirPods, smart glasses, and a pendant. Apple plans to hold its first product launches of the year in March. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY HAVE WE LEAPT INTO COMMERCIAL GENETIC TESTING WITHOUT UNDERSTANDING IT? (5 MINUTE READ) [7] Polygenic scores tally the contributions of many genes to particular traits to predict certain outcomes. They are probabilistic, not deterministic, as many traits are determined by environmental factors as well as genes. Potential parents using IVF are now able to choose embryos based on their polygenic scores. While it is understandable that parents want to give their kids the best chance of success, the practice may have unintended consequences on the human gene pool, not to mention the ethical implications. AI DATA CENTERS TURN TO HIGH-TEMPERATURE SUPERCONDUCTORS (4 MINUTE READ) [8] Microsoft is exploring the potential use of high-temperature superconductors (HTS) as a replacement for copper wiring. HTS could improve energy efficiency by reducing transmission loss. It could also increase the resiliency of electrical grids and limit the impact of data centers on communities by reducing the amount of space required to move power. Microsoft has invested $75 million into Veir, a superconducting power technology developer, to advance the technology. 💻 PROGRAMMING, DESIGN & DATA SCIENCE GITHUB AGENTIC WORKFLOWS - REPOSITORY AUTOMATION, RUNNING THE CODING AGENTS YOU KNOW AND LOVE, WITH STRONG GUARDRAILS AND SECURITY-FIRST DESIGN PRINCIPLES (SPONSOR) [9] ☀️ Imagine waking up to your issues triaged, your CI failures investigated with fixes for you to review, and two fresh PRs proposing improvements to your tests. All of that while you were sleeping. Give yourself a headstart, every day. CREATE YOUR FIRST AGENTIC WORKFLOW TODAY [9]. CODE MODE: GIVE AGENTS AN ENTIRE API IN 1,000 TOKENS (6 MINUTE READ) [10] Cloudflare has introduced a new MCP for the entire Cloudflare API that uses Code Mode. The server can provide access to the entire Cloudflare API over MCP while consuming only around 1,000 tokens. Code Mode is a technique for reducing context window usage during agent tool use. It involves letting the model write code against a typed SDK and executing the code safely in a Dynamic Worker Loader instead of describing every operation as a separate tool. The code acts as a compact plan, and the model can explore tool operations, compose multiple calls, and return just the data it needs. HOW OPENAI'S CODEX TEAM WORKS AND LEVERAGES AI (16 MINUTE READ) [11] OpenAI's Codex team has reimagined how an engineering organization can function in an AI-native world. The team operates with a high level of trust, autonomy, and speed. Decision-making is fast, ownership is clear, and individuals are empowered to build end-to-end. The team has truly embraced AI as a way to be more productive. AI is treated as a first-class teammate that shapes planning, execution, review, onboarding, and iteration. This allows the team to move with startup-level velocity while working on some of the most complex systems in the world. 🎁 MISCELLANEOUS ENTIRELY FORESEEABLE AWS OUTAGES (3 MINUTE READ) [12] Amazon Web Services experienced at least two minor outages at the end of last year caused by malfunctions in its internal AI tooling. These outages were entirely foreseeable, even by employees. Large language models are extremely complex systems, and this complexity creates real risk. Amazon never misses a chance to point to 'AI' when it is useful, but when there's an outage, suddenly it's just a 'coincidence' that AI tools were involved. ATOMS ARE CHEAP, PROCESS IS PRICEY (42 MINUTE READ) [13] Fast feedback loops allow you to get ideas to reality more quickly. This pattern is seen in every successful frontier tech effort. The common thread is treating reality as the teacher and getting to class as often as possible. Iterate fast, and validate using reality instead of thinking your way to perfect solutions. ⚡ QUICK LINKS MINIONS: STRIPE'S ONE-SHOT, END-TO-END CODING AGENTS—PART 2 (16 MINUTE READ) [14] Stripe's Minions are a great example of how to blend industry-standard concepts with internal tooling and infrastructure to maximize developer productivity. MICROSOFT GAMING CHIEF PHIL SPENCER STEPS DOWN AFTER 38 YEARS WITH COMPANY (4 MINUTE READ) [15] Asha Sharma, the executive currently in charge of Microsoft's CoreAI division, will take his place. HALF THE AI AGENT MARKET IS ONE CATEGORY. THE REST IS WIDE OPEN (5 MINUTE READ) [16] Software engineering accounts for nearly half of all AI agent tool calls, while fields like healthcare, legal, and finance are barely touched. HOW I THINK ABOUT CODEX (9 MINUTE READ) [17] Codex is comprised of a model that provides intelligence, a harness that turns that intelligence into something that can safely operate in a real development environment, and runtimes and interfaces where agents can be put to work. DESIGN DOCS CONSIDERED HARMFUL (7 MINUTE READ) [18] You have the least amount of information at the beginning of a project, which is when design docs ask you to make the most decisions. PEOPLE LOVED THE DOT-COM BOOM. THE AI BOOM, NOT SO MUCH (12 MINUTE READ) [19] The public is showing underwhelming enthusiasm for the tech industry's plans to remake the world with artificial intelligence. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [26] & Stephen Flanders [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [29]. 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Companies now need to market to AI chatbots. Chatbots draw from online sources, so brands must provide accurate content in trusted spaces ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wisestamp] [4] TLDR MARKETING 2026-02-20 THE SECRET TO A GREAT BRAND? SMALL, INTENTIONAL DETAILS (SPONSOR) [4] Every company has the basics: logo, website, social presence. That's the 90%. The brands that win focus on the final 10%: small, intentional details that pleasantly surprise - and leave a lasting impression. Join WiseStamp's webinar [4] with Ari Yablok, Head of Brand at Island, where you'll get: * Practical tips on how to uncover show up in ways that your ICP (and your competition) aren't expecting * Useful examples [4] of brands that are winning the attention battle, without louder messaging or bigger budgets. * Access to a special offer on WiseStamp's leading email signature management platform 👉 Join live on February 25 at 10am EST [4] 📱 NEWS & TRENDS CHATBOTS ARE THE NEW INFLUENCERS BRANDS MUST WOO (4 MINUTE READ) [5] Companies now need to market to AI chatbots, which shape what users see. Chatbots draw from online sources, so brands must provide accurate content in trusted spaces like Reddit, LinkedIn, and Quora. Businesses publish large volumes of targeted material to appear in relevant queries and correct outdated information. Chatbots respond to thoroughness and clarity, not narrative flair. This creates opportunities for agencies and tools that optimize AI visibility while requiring vigilance over old content that could mislead bots. MARKETERS AND CONSUMERS DON'T AGREE ON AI'S EFFECTIVENESS (2 MINUTE READ) [6] Marketers and creators trust AI product recommendations far more than consumers do, which shows a clear trust gap. A new study found 79% of marketers and 77% of creators believe AI delivers high-quality recommendations, but only 35% of consumers agree. While 80% of marketers and creators think AI can improve online shopping, 61% of marketers worry about its threat to the creator economy and 49% fear it could reinforce bias. Consumer discomfort remains high, since 63% say they are uneasy about AI using their browsing and purchase data. The findings suggest human creators still hold an advantage because audiences value credibility and authenticity. 🚀 STRATEGIES & TACTICS GTM LAUNCH CANVAS (2 MINUTE READ) [7] Teams struggle with constant launches when marketing focuses on individual features instead of strategic themes. A release is a product shipment. A launch is a market strategy. Conflating them makes PMMs reactive as velocity increases. Strong launches start outside in. Plans are grounded in market dynamics, customer use cases, and growth priorities. Related features are grouped under themes tied to acquisition, retention, or monetization. A GTM launch canvas bundles proof points into clear narratives and creates focused market moments instead of fragmented announcements. HOW TO SAVE 6-8 HOURS OF CONTENT WORK PER ARTICLE (2 MINUTE READ) [8] This workflow turns a brief into an editor-ready draft. A form captures the topic, audience, goal, and voice. Keyword data, SERP insights, and competitor benchmarks are pulled via the Ahrefs API. Google Gemini handles research and link checks. An outline is created and approved in Telegram. The article is written section by section using Anthropic models. The system adds metadata, internal links, and featured snippet optimization. It runs quality and SEO checks, then exports to Google Docs and Framer for human editing. I GET 3X MORE INBOUND FROM COMMENTS THAN POSTS - MY ENTIRE PROMPT SYSTEM (17 MINUTE READ) [9] With LinkedIn organic reach down roughly 50% year over year and engagement falling 25%, thoughtful comments are outperforming original posts in driving inbound. Longer, specific comments carry greater algorithmic weight, especially when they add expertise, challenge assumptions, share lived experience, or ask sharp questions. This article describes a structured AI-assisted workflow that uses prompts to sharpen genuine reactions rather than generate generic engagement bait. For B2B marketers and founders, the shift reframes distribution strategy from creating more content to borrowing existing reach through high-value conversations. 🧑‍💻 RESOURCES & TOOLS AI TAXONOMY: AN OPERATIONAL FRAMEWORK FOR PRECISION IN AI DISCOURSE (3 MINUTE READ) [10] This AI taxonomy defines AI by what it does and outlines 6 roles. Analytical AI predicts and scores. Semantic AI understands context and relationships. Generative AI creates content. Agentic AI plans and executes workflows. Perceptive AI interprets vision, speech, and documents. Physical AI operates in the physical world. It also separates capability from interface and stresses that strong products combine multiple roles into coordinated systems that decide, remember, create, and act. GOOGLE AI PROFESSIONAL CERTIFICATE (CERTIFICATION) [11] Google has launched a multi-course AI Professional Certificate designed to help professionals apply generative AI to real workplace tasks, from planning and research to content creation and data analysis. The program includes access to tools like Gemini, NotebookLM, and AI Studio, along with three months of Google AI Pro. 🎁 MISCELLANEOUS TO GROW YOUR BRAND, NARROW YOUR AUDIENCE TARGET (4 MINUTE READ) [12] Broad targeting weakens brands, while precision strengthens them. The tip of the spear approach focuses on a highly discerning customer whose standards define the brand. Yeti, Harley-Davidson, and The North Face anchor themselves in niche communities with strong identities. Then they expand outward as broader audiences buy into that credibility or aspiration. By designing for the toughest segment instead of the average one, brands raise their bar and widen their appeal. THE RISE AND FALL OF AMERICAN APPAREL'S SHOCK ADVERTISING STRATEGY (4 MINUTE READ) [13] American Apparel built a powerful brand by using provocative ads and raw imagery that made people react and talk. It targeted urban millennials ages 18 to 34 who valued authenticity, local production, and cultural relevance, while promoting basics as sweatshop-free and made in Los Angeles. The company reinforced its image by using real employees as models and a lo-fi photo style that felt attainable and authentic. The strategy worked for years and helped it reach millions of social media followers, but the approach aged poorly as cultural norms shifted. The main lesson is that bold positioning drives attention, but brands must evolve their tone to stay relevant. PINTEREST IS DROWNING IN A SEA OF AI SLOP AND AUTO-MODERATION (5 MINUTE READ) [14] Artists say automated enforcement is producing false flags and recurring AI modification labels that undermine their positioning and consume production time. The influx of synthetic imagery has shifted the content mix, requiring users to actively filter feeds to maintain quality. For marketers, the shift demands closer monitoring of sentiment and more disciplined management of creator partnerships and asset sourcing. ⚡ QUICK LINKS FREELANCER EMPATHY (2 MINUTE READ) [15] Rather than competing with faster and cheaper self-serve tools, freelancers win by upgrading their craft and positioning to attract higher-stakes clients who value judgment over price. THE HISTORY OF FAST-FOOD ADVERTISING IN AMERICA (4 MINUTE READ) [16] From early storefront design and newspaper ads to TV sponsorships and celebrity collaborations, fast-food marketing has scaled alongside media innovation. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=99cb7db6-0e06-11f1-a7cc-e557532372f0&pt=campaign&t=1771590233&s=95710a9db691a7a10bfc5d6d6680318f96e0f369732c7f69f6b61f00ab73e3f3 [4] https://www.wisestamp.com/webinar-feb-2026/?Utmsource=paid&Utmmedium=tldr+drop+1&Utmcampaign=webinarfeb2026 [5] https://links.tldrnewsletter.com/r6AqwE [6] https://www.warc.com/content/feed/marketers-and-consumers-dont-agree-on-ais-effectiveness/en-GB/11348?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/yilinpei_productmarketing-productmanagement-launch-share-7429939301456703488-9Giz?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/olgandrienko_ive-saved-6-8-hours-of-content-work-per-share-7429534977987584002-iAqo?utm_source=tldrmarketing [9] https://startupgtm.substack.com/p/comment-os?utm_source=tldrmarketing [10] https://dropleaf.app/d/AlXez8scbd?utm_source=tldrmarketing [11] https://grow.google/ai-professional/?utm_source=tldrmarketing [12] https://embeddedbrandstrategy.substack.com/p/to-grow-your-brand-narrow-your-audience-c49?utm_source=tldrmarketing [13] https://www.marketergems.com/p/american-apparel-shock-advertising-marketing-strategy?utm_source=tldrmarketing [14] https://www.404media.co/pinterest-is-drowning-in-a-sea-of-ai-slop-and-auto-moderation/?utm_source=tldrmarketing [15] https://feeds.feedblitz.com/~/947863814/0/sethsblog~Freelancer-empathy/?utm_source=tldrmarketing [16] https://www.saturdayeveningpost.com/2026/02/the-history-of-fast-food-advertising-in-america/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=99cb7db6-0e06-11f1-a7cc-e557532372f0&pt=campaign&pv=4&spa=1771588884&t=1771590233&s=16f933fae3a9611e1f84941c2ef1ff1bcd5afd39bd0c51d574eae1b6b7034088

Google's new Gemini 3.1 Pro is now rolling out in preview. The model's benchmark results show mostly modest improvements ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-02-20 GO FROM "WE DON'T SUPPORT SSO" TO ENTERPRISE READY IN A WEEKEND (SPONSOR) [4] Every B2B company hits the same inflection point — enterprise customers show up and they need SSO, directory sync, audit logs, and role-based access before they'll move forward. Most teams lose months building that infrastructure. It doesn't have to be that way. With WorkOS [4] you get all of it. One platform for auth, identity, and security. Infrastructure for teams that ship fast and stay fast. OpenAI, Anthropic, Cursor, and Perplexity already chose WorkOS over building it themselves. Build faster with WorkOS → [4] 📱 BIG TECH & STARTUPS GOOGLE ANNOUNCES GEMINI 3.1 PRO, SAYS IT'S BETTER AT COMPLEX PROBLEM-SOLVING (2 MINUTE READ) [5] Google's new Gemini 3.1 Pro is now rolling out in preview. The model's benchmark results show mostly modest improvements. The updated model is now available in AI Studio and the Antigravity IDE. Enterprise users will see the model in Vertex AI and Gemini Enterprise, and regular users can use it in both the Gemini app and NotebookLM. The API costs for developers have not changed, nor has the context window. AMAZON DETHRONES WALMART AS WORLD'S BIGGEST COMPANY BY SALES (3 MINUTE READ) [6] Amazon is now the biggest global company by revenue. Walmart was previously the leader for more than a decade. Jeff Bezos had carefully studied Walmart's founder, Sam Walton, and embedded many of his business strategies while building Amazon. Amazon's revenue increased at almost 10 times the pace of Walmart's over the past decade. Amazon is the biggest online retailer, attracting 2.7 billion visits to its websites and mobile apps each month, while Walmart is the biggest physical retailer in the world, with more than 10,000 stores and shopping clubs globally. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY THE FICKLENESS OF SCALING LAWS (24 MINUTE READ) [7] Scaling laws have defined tech in the last five years. Large language models have demonstrated consistent returns to scaling. However, these 'laws' apply to very few other fields. Little work has been done to systematically understand, in theory or in general, what causes scaling laws or determines their slope and robustness. This article looks at what causes scaling laws, what their preconditions are, when they stop, why they have worked in some fields but not others, and more. RESEARCH NOTE: FIVE LESSONS FROM HAVING HELPED RUN AN AI-BIOLOGY RCT (6 MINUTE READ) [8] Almost everyone agrees that AI policy should be evidence-based. However, science is often messy and full of caveats, which doesn't fit well with policymakers' demands for clean answers. Many AI benchmarks have saturated and can no longer give a clear 'no' on risks. Experiments show how much we still have to learn. We need to spend less time proving that today's AIs are safe and more time figuring out how to tell if future AIs are dangerous. 💻 PROGRAMMING, DESIGN & DATA SCIENCE PEAK TRAFFIC SHOULDN'T MEAN PEAK ANXIETY (SPONSOR) [9] Traffic skyrocketing? If you're on Microsoft Azure [10], there's no reason to panic. When user demand spikes, Azure adjusts capacity in the background. Performance stays steady with no manual intervention, no late-night firefighting, and no scrambling to explain why the site went down during the big launch. Build without limits with Azure [10] BUILDING AN ELITE AI ENGINEERING CULTURE IN 2026 (20 MINUTE READ) [11] The winning formula in early 2026 is structured context, tiered rigor, smaller teams with higher leverage, and relentless measurement of downstream effects. The teams that adapt AI tools without the underlying taste and discipline are discovering that AI just makes their existing problems bigger. Teams with strong engineering cultures, robust CI/CD, clear architectural standards, and effective review processes see AI compound their advantages. This is widening the gap between elite and average teams. STOP THINKING OF AI AS A COWORKER. IT'S AN EXOSKELETON (14 MINUTE READ) [12] AI should be treated as an amplifier of human capacity rather than a replacement. AI can still act autonomously with specific tasks, but in a way that is an extension of human decision-making and context. This allows humans to do dramatically more work, more sustainably, with less injury and fatigue. The AI industry's dream of having a fully autonomous AI employee is seductive, but it will likely set us up for disappointment. 🎁 MISCELLANEOUS HOW WILL OPENAI COMPETE? (24 MINUTE READ) [13] OpenAI's technology isn't unique. While it has a big userbase, there is limited engagement and stickiness, and no network effects. Its competitors have matched its technology and are leveraging their product distribution. Executing better than everyone else is certainly an aspiration, but it isn't a strategy. BYTEDANCE BUILDING OUT ARTIFICIAL INTELLIGENCE TEAM IN US (5 MINUTE READ) [14] ByteDance is hiring nearly 100 employees for its AI division in the US. The company's AI team, called Seed, was established in 2023 and has labs across the US, Singapore, and China. The open roles include various job responsibilities such as producing international data, advancing ByteDance's text, image, and video generation tools, AI research, and building models for drug discovery and design. The company's recent AI launches have thrust it into the spotlight in the US. There has been some controversy over the data used to train its models. ⚡ QUICK LINKS TOOL OVERLOAD GOT YOUR HEAD SPINNING? (SPONSOR) [15] Tech stack complexity is out of control, and the last thing you need is a bigger ‘stack'. Microsoft Azure gives you a unified view of applications, cloud resources, and AI—so you can ship more software with less open tabs. Simplify with Azure [16] META'S METAVERSE IS GOING MOBILE-FIRST (1 MINUTE READ) [17] Meta is separating its Quest VR platform from its Worlds platform, shifting the focus of Worlds to be almost exclusively mobile. THEFT OF TRADE SECRETS IS ON THE RISE—AND AI IS MAKING IT WORSE (4 MINUTE READ) [18] There were around 1,500 federal trade secrets cases filed in the US last year, up 20% from the previous year. THERE IS NO PRODUCT (12 MINUTE READ) [19] Software that can be generated in a weekend is disposable inventory, not something you can build a startup around. WHITE-COLLAR APOCALYPSE ISN'T AROUND THE CORNER—BUT AI HAS ALREADY FUNDAMENTALLY CHANGED THE ECONOMY (20 MINUTE READ) [20] The productivity gains from AI are real, but it won't be catastrophic, as it will just devalue mechanical skills while elevating judgment skills. BUILDING WITH AI AGENTS (3 MINUTE READ) [21] Nine observations from building with AI agents over the last year. THE SOFTWARE SHAKEOUT: WHAT IS DURABLE AND WHAT IS NOT IN THE AGE OF AI? (13 MINUTE READ) [22] The most value has always historically accrued to the companies that did the hardest things. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. 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Reddit campaigns are focusing on 4 trends. Nostalgia-driven storytelling connects through shared memories and early internet aesthetics ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [A.Team] [4] TLDR MARKETING 2026-02-19 MARKETING TEAMS SPEND 80% OF TIME ASSEMBLING DATA INSTEAD OF MAKING DECISIONS (SPONSOR) [4] By the time insights reach execution, market windows close. A.Team builds intelligence systems that COMPRESS INSIGHT-TO-ACTION FROM WEEKS TO HOURS using the data you already have, embedded directly in your workflows. Get the CMO's Guide to evaluating marketing intelligence systems: INCLUDES MATURITY ASSESSMENT, VENDOR SCORECARD, AND 90-DAY ROADMAP. Download the Guide [4] 📱 NEWS & TRENDS CREATIVE TRENDS FOR REDDIT-FIRST CAMPAIGNS IN 2026 (7 MINUTE READ) [5] Reddit campaigns are focusing on 4 trends. Nostalgia-driven storytelling connects through shared memories and early internet aesthetics using imperfect visuals. User-generated social proof highlights real community posts to build trust. Niche-inspired campaigns speak directly to specific passions and subcultures using their language and style. Campaigns are designed to unfold publicly, letting the community shape the story and evolve the narrative over time. WHY 2026 MUST BE THE YEAR BRANDS BET ON THEIR OWN TEAMS (4 MINUTE READ) [6] More brands are building in-house agencies as strategic assets rather than cost-saving experiments. Nearly 9 in 10 now operate internal creative teams. However, many remain underpowered because they are treated as executional support rather than full partners. Without clear operating models, proximity to the brand goes to waste. Investing in culture and empowerment allows these teams to perform at their best. 🚀 STRATEGIES & TACTICS FORMULA FOR CREATING 10 B2B CAROUSELS/WEEK (2 MINUTE READ) [7] Carousels continue to perform well on LinkedIn, with the front cover doing 80% of the work. Use a title that is clear, specific, and easy to skim. Combine words with images, screenshots, or emojis to signal the content and give viewers a reason to stop scrolling. Maintain a consistent structure with predictable headings and clear hierarchy. End with a question to encourage comments and interaction. 5 WEBINAR TIPS TO INCREASE REGISTRATIONS AND ATTENDANCE RATES (1 MINUTE READ) [8] To increase show-up rates, send an email within 4 hours of the event. Test whether using “tomorrow” or the actual day in the subject line performs better. Include a bracket at the start of the subject, such as (Today!) or (Going live in 1 hour), to signal urgency. Replace the word “webinar” with alternatives like live event, digital workshop, insider session, or live panel to make the invitation feel more engaging. 🧑‍💻 RESOURCES & TOOLS WHO IS YOUR WEBSITE REALLY FOR? (SPONSOR) [9] If AI handles discovery and research for buyers, your site needs to work for retrieval bots, not just humans. Scrunch reveals how AI agents experience your site—what gets surfaced, ignored, and why. Get a FREE AI SITE AUDIT [10] to find content gaps and technical blockers. SEE HOW AI READS MY SITE → [10] HOW TO MINE GOOGLE SEARCH CONSOLE FOR CONVERSATION DATA (5 MINUTE READ) [11] Google Search Console (GSC) can surface long conversational queries that look like AI prompts, which gives marketers a practical data source for prompt tracking even though LLM platforms like OpenAI and Google do not fully share prompt data. Some AI-related queries and AI Mode data appear in GSC, and impressions have risen over the last three months during AI feature rollouts. Use a regex filter for queries that contain 10 or more words to identify prompt-style searches that often read like detailed questions or tasks. Export these queries and analyze them in tools like Claude to uncover customer concerns, brand comparisons, price sensitivity, and recurring reputation topics. PERPLEXITY PULLING SPONSORED ANSWERS FROM AI PLATFORM (2 MINUTE READ) [12] Perplexity is phasing out sponsored answers, stepping back from one of the earliest experiments in chatbot advertising. Executives said even clearly labeled ads risk undermining user trust, which is critical to driving subscriptions and repeat usage. The move contrasts with rivals like OpenAI and Google, which are testing ads within AI responses to offset rising infrastructure costs. As AI adoption surpasses 60% among US adults, platforms are diverging on whether long-term revenue should come from ads, enterprise contracts, or paid tiers. 🎁 MISCELLANEOUS TRUSTWORTHY A/B PATTERNS AND THE WINNER'S CURSE: LESSONS FROM SEVEN LARGE-SCALE REPLICATIONS (20 MINUTE READ) [13] Large-scale replications show that popular A/B test patterns often produce much smaller gains than earlier reports suggest, and most reported large lifts come from underpowered studies. Even very large experiments often lack enough power for core metrics like revenue-per-user and purchase rate, so teams often must rely on surrogate metrics like click rate and add-to-cart rate. Real-world results from companies such as Bing, Amazon, and Talabat show that typical trustworthy lifts are often below 1%, not the double-digit gains seen in case libraries. The evidence supports that low-power tests below 50% power create exaggerated winners and frequent false positives, which explains why many published pattern wins fail to replicate at scale. SOMETHING MESSY IS HAPPENING: ON AI, PANIC, AND ASKING BETTER QUESTIONS (7 MINUTE READ) [14] This article challenges viral predictions that AI will eliminate half of white-collar jobs within 5 years. It argues that capability does not equal immediate displacement and that adoption depends on regulation and human behavior. While AI can generate copy and surface data faster, it cannot replace human judgment around audience nuance or brand risk in volatile moments. The takeaway is to integrate AI into existing workflows thoughtfully rather than restructuring careers or teams around fear-driven forecasts. NOT EVERY GREAT PMM SHOULD MANAGE PEOPLE (4 MINUTE READ) [15] Promoting a top IC into management often fails because expanding scope and managing people are separate decisions. ICs excel through personal ownership and execution, while managers succeed by coaching and enabling teams to deliver without them. The true signal is lift, whether those around them improve, not individual performance. Management should not be treated as the default next step. Career paths should reward influence and ownership, not just headcount. ⚡ QUICK LINKS PROMPT TO REMOVE FLUFF FROM COPY (2 MINUTE READ) [16] This prompt replaces vague descriptors with specific details to clarify the core message. GOOGLE LAUNCHES MORE VISIBLE LINKS IN AI OVERVIEWS AND AI MODE (1 MINUTE READ) [17] Google is introducing hover-activated pop-up link cards that show clearer site details on desktop. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=5f17c760-0d48-11f1-b5a5-c7285afc63b9&pt=campaign&t=1771503355&s=a1a60701415a669ccd87ffca54f8b8a0a8e01fcdc175e7b2fd34c58db974d431 [4] https://www.a.team/solutions/cpg-insight?utm_campaign=37952800-CPG%20Insight%202026&utm_source=tldr&utm_medium=email&utm_content=tldr-cpg-insight [5] https://cdn.prod.website-files.com/685eb01de588fa3e7e23b7c0/698f829255d71cc9b4b8e78a_KarmaLab%20Creative%20Trends%20for%202026.pdf?utm_source=tldrmarketing [6] https://links.tldrnewsletter.com/yEbRpz [7] https://www.linkedin.com/posts/amy-c-watts_the-b2b-carousel-formula-ugcPost-7429450711421091840-UGlC?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/schwedelson_webinar-registration-secrets-ugcPost-7429565515234312192-v9KV?utm_source=tldrmarketing [9] https://scrunch.com/tldr?utm_source=tldrmarketing [10] https://scrunch.com/tldr [11] https://nectivdigital.com/blog/how-to-mine-google-search-console-for-conversation-data-regex-included/?utm_source=tldrmarketing [12] https://www.pymnts.com/artificial-intelligence-2/2026/perplexity-pulling-sponsored-answers-from-ai-platform/?utm_source=tldrmarketing [13] https://docs.google.com/document/d/1x-T95SviqztXBr-F3lpeueGTIoq5dRqV/edit?utm_source=tldrmarketing [14] https://annhandley.com/ai-panic-asking-better-questions/?utm_source=tldrmarketing [15] https://www.linkedin.com/pulse/every-great-pmm-should-manage-people-richard-king-ftvme/?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/aleksandar-radosevic-b2b-saas-copywriting_my-flow-on-b2b-saas-messagingcopy-projects-share-7429478377138356224-UXQH?utm_source=tldrmarketing [17] https://searchengineland.com/google-launches-more-visibile-links-in-ai-overviews-and-ai-mode-469441?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=5f17c760-0d48-11f1-b5a5-c7285afc63b9&pt=campaign&pv=4&spa=1771502491&t=1771503355&s=a0ec3dcf59e35b2f92766a8dffd3c159d8ca85854b3c54d1f0e4808c676994ad

Meta plans to release its first smartwatch sometime this year. Code-named Malibu 2, the smartwatch will offer health-tracking tools ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-02-19 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS META TO CHALLENGE APPLE WITH ITS FIRST SMARTWATCH — AND IT'S REPORTEDLY LAUNCHING THIS YEAR (3 MINUTE READ) [9] Meta plans to release its first smartwatch sometime this year. Code-named Malibu 2, the smartwatch will offer health-tracking tools along with a built-in Meta AI assistant. A Meta smartwatch could theoretically play nicely with both Android and iOS smartphones, unlike the Apple Watch. A smartwatch has the potential to unlock a lot more gesture-based functionality for Meta's glasses. MARK ZUCKERBERG SAID HE REACHED OUT TO APPLE CEO TIM COOK TO DISCUSS ‘WELLBEING OF TEENS AND KIDS' (11 MINUTE READ) [10] Mark Zuckerberg reached out to Tim Cook in 2018 to discuss the wellbeing of teens and kids. He thought there were opportunities that Meta and Apple could be doing and wanted to talk about them. The email exchange was revealed as part of a trial related to alleged harms of certain digital filters promoting cosmetic surgery. It was used to support the claim that Zuckerberg cares about the wellbeing of teens and kids using Meta's services. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY MICROSOFT'S NEW 10,000-YEAR DATA STORAGE MEDIUM: GLASS (5 MINUTE READ) [11] Microsoft's Project Silica is a working demonstration of a system that can read and write data into small slabs of glass with a density of over a Gigabit per cubic millimeter. The system can write up to 4.84TB in a single slab of glass of 12cm x 12cm x 0.2cm in about 150 hours. The main draws of the technology are that it takes no energy to preserve data and the data can be retrieved rapidly if needed. The glass also offers extreme stability, with experiments suggesting the data would be stable for over 10,000 years at room temperature. FDA REVERSES SURPRISE REJECTION OF MODERNA'S MRNA FLU VACCINE (3 MINUTE READ) [12] The FDA has now agreed to review Moderna's mRNA flu vaccine after the company held a formal meeting with the FDA and proposed a change to the regulatory pathways used in the application. Moderna hopes to make its vaccine available this year, pending FDA approval. The reason for initially refusing to review the application was based on the established flu vaccine Moderna used for comparison in its Phase 3 trial, which the FDA said did not reflect the best-available standard of care, but the agency ultimately signed off on the trial design. Moderna has agreed to add a comparison of high-dose vaccines to some older participants and provide the FDA with additional analysis. 💻 PROGRAMMING, DESIGN & DATA SCIENCE GET THE LATEST ON AGENTIC OBSERVABILITY AT NEW RELIC ADVANCE 2K26 (SPONSOR) [13] Join New Relic customers and leaders for a free virtual event [13]. Be the first to see how Intelligent Observability takes you beyond dashboards to agentic AI with business impact. Join sessions on building your autonomous workforce, debugging multi-agent systems, and investigating at machine speed. RSVP now [13] AUTOMATE REPOSITORY TASKS WITH GITHUB AGENTIC WORKFLOWS (13 MINUTE READ) [14] GitHub Agentic Workflows is now in technical preview. It allows developers to build automations using coding agents in GitHub Actions to handle triage, documentation, code quality, and more. Developers describe the outcomes they want in plain Markdown, add it as an automated workflow to their repository, and it executes using a coding agent in GitHub Actions. This makes entirely new categories of repository automation and software engineering possible. THE MYTHICAL AGENT-MONTH (12 MINUTE READ) [15] There is now practically nothing stopping people and their agents from pursuing all avenues that would have previously been cost- or time-prohibitive. The temptation to spend your day prompting is overwhelming. However, building great software was never about how fast code was generated. We still need good design decisions and engineers who say no to most product ideas, maintain conceptual integrity, and know when something is 'done'. 🎁 MISCELLANEOUS AGAINST TASTE (26 MINUTE READ) [16] The taste thesis actually proposes a fundamental demotion of human agency. For most of human history, the concept of taste as we understand it didn't exist - there was patronage, an intimate relationship between capital and artistic labor. The patron commissioned work rather than selected from finished works on a wall. The taste thesis reverses this order and places man at the end of the chain of creation. THE SOFTWARE INDUSTRIAL REVOLUTION (17 MINUTE READ) [17] Before the Industrial Revolution, the average person only owned a few pairs of clothes, usually made by hand. Now, there are very few people who make clothes, but there are thousands of apparel companies for every type of activity. The Software Industrial Revolution will lead to an explosion of bespoke software across every industry and niche. The fact that we'll no longer build software by hand means that we will build and use much more of it. Everything in the economy that touches software is about to fundamentally and radically change. ⚡ QUICK LINKS DEFENSE DEPT. AND ANTHROPIC SQUARE OFF IN DISPUTE OVER AI SAFETY (7 MINUTE READ) [18] Defense Secretary Pete Hegseth says that the Pentagon is close to declaring Anthropic as a supply chain risk, a move that would sever ties between the company and the US military. POWER IN THE AGE OF INTELLIGENCE (50 MINUTE READ) [19] Software businesses will soon become some of the largest businesses in history. 🦞 CRACKING THE CLAW (22 MINUTE READ) [20] A look at OpenClaw's cognitive core, Pi, a coding agent built by systematically removing everything its developer didn't personally need. SOFTWARE IS DEAD — LONG LIVE SOFTWARE (22 MINUTE READ) [21] AI will kill a lot of businesses, but it will ultimately expand the software market, especially in vertical categories. PICKING ROCKETSHIPS IS A BAD CAREER STRATEGY (7 MINUTE READ) [22] Choose companies that will help you grow. EMPIRICISTS VS. EXTRAPOLATORS (7 MINUTE READ) [23] The phenomenon of people repeatedly underestimating the pace of AI progress is an example of exponential blindness. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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Snapchat is launching Creator Subscriptions to give creators recurring income and give fans paid access to exclusive content and ad-free Stories ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wisestamp] [4] TLDR MARKETING 2026-02-18 [WEBINAR] HOW TO SHOW UP IN WAYS YOUR ICP ISN'T EXPECTING (SPONSOR) [4] Every company has the basics: logo, website, social presence. That's the 90%. The brands that win focus on the final 10%: small, intentional details that pleasantly surprise - and leave a lasting impression. Join WiseStamp's webinar [4] with Ari Yablok, Head of Brand at Island, for practical tips on how to uncover that 10% and show up in ways that your ICP (and your competition) aren't expecting... + Useful examples [4] of brands that are winning the attention battle, without louder messaging or bigger budgets. 📅 Join live on February 25 at 10am EST [4] 🎁 Get access to a special offer on WiseStamp's leading email signature management platform when you register! 📱 NEWS & TRENDS NEW DATA SHOWS #AD ON INFLUENCER CONTENT DOES NOT HARM ENGAGEMENT (2 MINUTE READ) [5] Research shows that explicit ad disclosure on influencer content does not harm engagement on Instagram. In many cases, it actually improves performance. Posts with #AD generate higher median likes and comments across all UK influencer tiers. For creators with over 500K followers, disclosure acts as a credibility and legitimacy signal rather than limiting reach. The findings debunk the belief that platforms downrank sponsored content. SNAPCHAT LAUNCHES CREATOR SUBSCRIPTIONS (1 MINUTE READ) [6] Snapchat is launching Creator Subscriptions to give creators recurring income and give fans paid access to exclusive content and ad-free Stories. The program will start on February 23 in alpha testing with select US creators and then expand to Canada, the UK, and France. Subscribers get exclusive Snaps and Stories, priority replies, and no ads in that creator's Stories. Creators can set their own monthly prices within recommended tiers. Early participating creators include Jeremiah Brown, Harry Jowsey, and Skai Jackson. THE NEXT UGC: CONTENT LOYALTY PROGRAMS (2 MINUTE READ) [7] Content loyalty programs reward customers for posting social content. They are becoming a new way for brands to drive user-generated content and demand. 92% of consumers trust user-generated content over ads. Brands can use CRM portals to collect posts and give points, perks, and exclusive access in return. A program built by Ogilvy for Nestlé in Vietnam for the Milo brand signed up 2,600 creators, produced 3,100 submissions, and reached 78 million video views. 🚀 STRATEGIES & TACTICS WIN REPORT: HOW REMOVING FRICTION INCREASED PAID SUBSCRIPTIONS BY 13% (2 MINUTE READ) [8] Mobbin increased paid subscriptions by 13% after it replaced a static paywall banner with a sticky header that kept the ‘Get Pro' call-to-action visible during scrolling. User testing showed that free users often scrolled far down the page and lost sight of the paywall prompt at the moment they were ready to subscribe. The variation kept the banner fixed at the top, updated the asset count to show full Pro value, and added social proof that said it supports over 1M designers. The test shows that reducing decision friction and keeping contextual CTAs visible can lift conversions. THE DEFINITIVE GUIDE TO QUESTION MINING (40 MINUTE READ) [9] Question mining is the practice of systematically finding and prioritizing the real questions that shape buying decisions. It focuses especially on the ones rooted in uncertainty rather than simple curiosity. Visibility today depends less on ranking pages and more on whose explanations get synthesized and reused. Teams need a continuous system that captures questions from sales, reviews, and search, filters for decision impact, and turns them into canonical answers. The goal is to consistently reduce ambiguity so your explanation becomes the default reference across AI, search, and sales conversations. 🧑‍💻 RESOURCES & TOOLS THE SUBSTACK PRINT (TOOL) [10] This tool turns any Substack into a printable newspaper. NEW FEATURE IN LINKEDIN CAMPAIGN MANAGER (1 MINUTE READ) [11] LinkedIn Campaign Manager now lets advertisers benchmark performance beyond simple period comparisons with 2 new views. Industry benchmark compares ad sets to similar advertisers over the past 90 days, while self benchmark compares similar ad sets within the same account over the same period. This upgrade provides context that month-over-month changes and generic averages could not, revealing whether performance is truly under or above the market. The feature is still rolling out to all accounts. 🎁 MISCELLANEOUS DON'T OVERESTIMATE YOUR CUSTOMERS' SATISFACTION (3 MINUTE READ) [12] Managers often misjudge how satisfied their customers are and misunderstand what drives that satisfaction. Research across 70,000 customer surveys and 1,068 manager responses showed managers overestimated satisfaction by 4.1%, repurchase intent by 4.9%, and customer expectations by about 3% to 4%, while underestimating complaints by 30%. It also found that managers undervalued the role of product quality for both satisfaction and perceived value, and misjudged how satisfaction reduces complaints. Bias and internal optimism often distort how leaders read customer data, which leads to poor decisions about retention and experience. Companies like Loom show that better survey design and more personal outreach can lift spending by up to 32.9% and reduce churn. WHY EVERYONE PROMPTS AI DIFFERENTLY (EVEN WHEN THEY WANT THE SAME THING) (4 MINUTE READ) [13] A small experiment showed that even people with the same goal write very different AI prompts. Larger research confirms that prompts sharing the same intent rarely look alike. People add context, constraints, and personal nuance instead of reducing the need to tidy keywords. Despite wide variation in wording, AI systems often detect the underlying intent and return similar recommendations. The key is to focus less on specific prompts and more on understanding how people naturally describe their problems. Then create content that reflects that language across the web. THE PATH TO PURCHASE JUST GOT DRAMATICALLY SHORTER (3 MINUTE READ) [14] Holiday data shows the funnel compressing as more purchases occur at or near first exposure. Retail sales rose 4.1% year over year from Thanksgiving through Cyber Monday, with ecommerce up 10.4%, despite economic pressure. Platforms like Facebook and Instagram are capturing more budget because discovery and checkout happen in one environment, enabling immediate conversion. Brands are seeing stronger performance from upper funnel media as targeting improves and standardized checkout reduces friction. ⚡ QUICK LINKS EMAIL METRICS THAT MATTER: WHAT TO MEASURE IN 2026 (7 MINUTE READ) [15] A list of email metrics categorized by business impact, engagement, deliverability, and reputation. META LAUNCHES MANUS AI INTEGRATION IN ADS MANAGER (1 MINUTE READ) [16] Meta Platforms has integrated Manus AI into Ads Manager to give advertisers built-in AI agents for reports and audience research. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f8e01bee-0c77-11f1-b211-1ba8a8d4c9c3&pt=campaign&t=1771417292&s=9794cf8fac6f2d9515339478fb76bf096fb77c1d7e1efa7d72f7310dc816534d [4] https://www.wisestamp.com/webinar-feb-2026/?Utmsource=paid&Utmmedium=tldr+drop+1&Utmcampaign=webinarfeb2026 [5] https://imtb.org.uk/effective-influencer-disclosure-does-not-harm-engagement/?utm_source=tldrmarketing [6] https://newsroom.snap.com/snapchat-launches-creator-subscriptions?utm_source=tldrmarketing [7] https://www.warc.com/content/feed/the-next-ugc-content-loyalty-programs/en-GB/11340?utm_source=tldrmarketing [8] https://conversion-rate-experts.com/mobbin-sticky-header-win-report/?utm_source=tldrmarketing [9] https://www.stackedgtm.ai/p/the-definitive-guide-to-question?utm_source=tldrmarketing [10] https://substackprint.com/?utm_source=tldrmarketing [11] https://www.linkedin.com/posts/d-kalinina_a-new-feature-just-quietly-dropped-in-linkedin-share-7428019190122360832-rkME?utm_source=tldrmarketing [12] https://app.sciencesays.com/p/dont-overestimate-your-customers-satisfaction?utm_source=tldrmarketing [13] https://sparktoro.com/blog/why-everyone-prompts-ai-differently-even-when-they-want-the-same-thing/?utm_source=tldrmarketing [14] https://martech.org/the-path-to-purchase-just-got-dramatically-shorter/?utm_source=tldrmarketing [15] https://www.litmus.com/blog/email-metrics-that-matter-what-to-measure?utm_source=tldrmarketing [16] https://www.socialmediatoday.com/news/meta-launches-manus-ai-integration-in-ads-manager/812288/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=f8e01bee-0c77-11f1-b211-1ba8a8d4c9c3&pt=campaign&pv=4&spa=1771416125&t=1771417292&s=50466705b095ec04bf0e29c0bfae37ab5e480f1b1391d2ba6bc24c516b931592

Apple is accelerating development on smart glasses, a pendant that can be pinned to a shirt, and AirPods with expanded AI capabilities ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Delve] [4] TLDR 2026-02-18 MIGRATE TO DELVE FOR SOC 2 AND GET $2,000 TOWARD YOUR COMPLIANCE (SPONSOR) [4] STILL STUCK IN A CLUNKY SOC 2 PLATFORM YOU SECRETLY HATE? Delve is the AI-native compliance platform that actually does the work for you, auto-collecting evidence from your tech stack so you don't have to chase screenshots or babysit integrations. Delve's slick UI 🤝 Unmatched AI features = a compliance tool you'll actually enjoy using. The proof is in the pudding: micro1 → Scaled compliance without adding headcount Bland → Switched, got compliant, and unlocked $500k ARR in 7 days 11x → Streamlined audits and moved faster on enterprise deals BONUS: Delve will handle your migration for free. Zero-touch. No disruption. No starting over. If you're dreading opening your current SOC 2 tool, that's your sign. Switch to Delve for compliance and get your $2,000 VISA CARD tomorrow. Book a 30-minute demo to get started and use promo code MIGRATE2K [4] 📱 BIG TECH & STARTUPS APPLE RAMPS UP WORK ON GLASSES, PENDANT, AND CAMERA AIRPODS FOR AI ERA (9 MINUTE READ) [5] Apple is accelerating development on smart glasses, a pendant that can be pinned to a shirt or worn as a necklace, and AirPods with expanded AI capabilities. All three devices are being built around the Siri digital assistant. They will rely on visual context to carry out actions. Apple is also developing a range of AI devices for the home, including a smart display built, an updated HomePod speaker, and a compact indoor sensor for home security and automation. TESLA BEGINS CYBERCAB PRODUCTION. NOW COMES THE HARD PART (4 MINUTE READ) [6] Tesla's first purpose-built driverless vehicle has rolled off the Gigafactory Texas production line. The CyberCab is a two-seater coupe that comes without a steering wheel or pedals, fully relying on the company's Full-Self Driving software for control. Robotaxis are central to Tesla's plans and could unlock trillions of dollars in value. The CyberCab uses a production technique that is extremely hard, so the early production rate is expected to be 'agonizingly slow', but it will eventually scale up to produce up to five million robotaxis a year. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SOUPED-UP CRISPR GENE EDITOR REPLICATES AND SPREADS LIKE A VIRUS (6 MINUTE READ) [7] A team at the University of California Berkeley and collaborators have modified CRISPR-Cas9 to replicate and spread to other cells. The scientists added genetic instructions for cells to make a virus-like transporter that can encapsulate the CRISPR machinery, and once manufactured in treated cells, the CRISPR cargo ships to neighboring cells. The upgraded editor is roughly three times more effective at gene editing lab-grown cells compared to standard CRISPR. It increases the safety profile of gene-editing treatments and potentially expands the technology to tissues and organs that are more challenging to genetically alter than the liver. THE SWEET LESSON OF NEUROSCIENCE (28 MINUTE READ) [8] The implications of understanding the brain's steering circuits go beyond AI. Many psychiatric conditions can be seen as failures of internal teaching. Answering how sophisticated, within-lifetime teaching actually works inside mammalian brains could link psychiatry, developmental neuroscience, and new ideas for AI alignment into a research program. Brains are architectures of internal teachers. We should try to find these teachers and learn from them. 💻 PROGRAMMING, DESIGN & DATA SCIENCE INTRODUCING CLAUDE SONNET 4.6 (12 MINUTE READ) [9] Claude Sonnet 4.6 features a full upgrade of the model's skills across coding, computer use, long-context reasoning, agent planning, knowledge work, and design. It has a 1 million token context window. The model has very strong safety behaviors, with no signs of major concerns around high-stakes forms of misalignment. Claude Sonnet 4.6 is available now on all Claude plans, Claude Cowork, Claude Code, Anthropics API, and all major cloud platforms. CODING AGENTS IN FEB 2026 (13 MINUTE READ) [10] Different coding agents are good at different tasks - the best way to decide which to use is to choose based on time and whether it needs to run autonomously or collaboratively. Model performance and speed is governed both by the pure performance of the model and also how well it can manage multiple context windows and delegate to sub-agents or teams of agents. This article discusses several coding agents and how best to use each of them. Ideas, architecture, and project sequencing are becoming the limiting factors for building great products. 🎁 MISCELLANEOUS REALITY'S MOAT (13 MINUTE READ) [11] Vertical AI is a fertile ground for moats. These products share operational knowledge packaged as services. Customers stay because of their own experience of relying on the product under stress. Trust leads the customer to bring harder problems, harder problems generate deeper operational knowledge, and this deeper knowledge earns more trust. Any newcomer trying to enter the market starts at the bottom. WARNER BROS. REJECTS PARAMOUNT AGAIN BUT ASKS FOR “BEST AND FINAL OFFER” (4 MINUTE READ) [12] Warner Bros. Discovery is giving Paramount one more week to make its best and final offer despite officially still being committed to Netflix. The company has recommended shareholders vote for the Netflix merger. Netflix has provided Warner Bros. with a limited waiver that permits Warner Bros. to engage in discussions with Paramount until February 23. Netflix is set to pay $27.75 per share for an acquisition that includes HBO Max, WB Studios, and other assets. Paramount has offered $31 per share, but it wants to buy the entire company. ⚡ QUICK LINKS CUT YOUR DEV LOOP FROM HOURS TO SECONDS (SPONSOR) [13] mirrord lets you run local code against real cloud services. Get instant feedback, reduce cloud costs, and ship with confidence. monday.com cut dev cycle time by 70%. See how it works [13] CHESS ENGINES DO WEIRD STUFF (3 MINUTE READ) [14] lc0-style chess engines have been trained with RL since AlphaZero, but it turns out this isn't necessary. PALANTIR MOVING ITS HEADQUARTERS FROM DENVER TO MIAMI (2 MINUTE READ) [15] Florida, which offers a friendlier tax environment, has welcomed a wave of billionaires in recent years. CAN WE CLOSE THE LOOP IN 2026? (3 MINUTE READ) [16] Agents won't be collaborators we can trust until they understand themselves, verify their work, and remember what they learned reliably. STRIPE'S STABLECOIN FIRM BRIDGE WINS INITIAL APPROVAL OF NATIONAL BANK TRUST CHARTER (3 MINUTE READ) [17] Bridge National Trust Bank is now able to issue stablecoins, custody digital assets, and manage reserves under direct federal oversight. THE SAASPOCALYPSE IS A CREDIT EVENT, NOT A TECH STORY (4 MINUTE READ) [18] The SaaSpocalypse is stress-testing a $500 billion debt structure that private equity built on top of the SaaS business model during the most leveraged decade in financial history. THE POST-POST-APOCALYPSE (12 MINUTE READ) [19] AI has lowered the bar to becoming a B2B SaaS founder, creating a new AI middle class. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [26] & Stephen Flanders [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [29]. 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The Year of the Fire Horse signals boldness. Brands need to move beyond literal zodiac motifs. Capsules should be positioned as collectible talismans ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-02-17 MOST ADS GET IGNORED. TLDR ADS GET PIPELINE (SPONSOR) [4] Delve generated $1M in pipeline from TLDR ads. That's what happens when your ad reaches 6M+ tech professionals inside content they actually trust. We even write the copy for you. Ready to get started? See who you can reach. [4] 📱 NEWS & TRENDS THE RED THREAD: WHY PRECISION AND HERITAGE DRIVE LUXURY GAINS FOR LUNAR NEW YEAR (3 MINUTE READ) [5] The Year of the Fire Horse signals boldness. Brands need to move beyond literal zodiac motifs. Capsules should be positioned as collectible, high-value talismans tied to heritage and success. Spending occurs in 3 waves. Early January targets high net worth and diaspora clients, mid-January focuses on tradition-driven apparel, and February sees a gifting surge. The optimal launch window is the first week of January. Focus on diaspora storytelling, premium festive packaging, and white-glove fulfillment. GEN Z, LOCKED OUT OF HOME BUYING, PUTS ITS MONEY IN THE MARKET (6 MINUTE READ) [6] Young Americans are turning to the stock market as homeownership becomes increasingly unaffordable. Between 2013 and 2023, the share of 25-39 year olds transferring funds to investment accounts more than tripled. 26-year-olds now invest at much higher rates than a decade ago. High rent, rising home prices, and limited supply have pushed Gen Z and younger millennials to prioritize financial flexibility and long-term growth through ETFs and index funds. Disciplined investing can outpace homeownership in wealth accumulation over decades. 🚀 STRATEGIES & TACTICS HOW TO GET YOUR SHOPIFY STORE INTO CHATGPT SHOPPING (5 MINUTE READ) [7] Merchants need to enable the ChatGPT sales channel in Shopify Admin, which makes their catalog discoverable through the Agentic Commerce Protocol, and opt into Instant Checkout if they want an in-chat Buy button. Shopify handles the data feed automatically, so no custom integration is required. Visibility is organic and ranked by relevance, price, availability, and quality rather than paid placement. Write product titles and descriptions in natural language, and keep pricing and inventory accurate in real time. Maintain clean variant data, add structured reviews and rich media, and enable Shop Pay to reduce checkout friction. WE STOPPED FORCING THE SUBSCRIPTION MODEL ON OUR USERS (5 MINUTE READ) [8] Lovable found that forcing a subscription-only model hurt retention because user demand was irregular and many users rejected ongoing commitments. It introduced credit top-ups instead and A/B tested pricing, and a 20% premium over subscription credit prices performed best while a 40% premium reduced adoption. The 20% markup increased engagement and bookings, and paid plan retention rose by 7%, even though upgrades to higher plans dropped by nearly half. Within one week, 20%+ of bookings came from top-ups, and subscription revenue still grew. Flexible pay-as-you-go options matched real usage patterns better and drove stronger long-term value than subscription-only billing. 🧑‍💻 RESOURCES & TOOLS GET AI VISIBILITY REPORTS INTO GOOGLE SLIDES OR NOTION. (SPONSOR) [9] Query AI visibility, SEO, and content performance directly in Claude with the AirOps Claude Connector. [9] Generate executive-ready reports in Google Slides or Notion in minutes. This quick how-to guide includes setup, prompt examples, output samples, and a short video showing the full workflow. Get started with the AirOps Claude Connector [9] DESIGN METRICS THAT DON'T LIE WITH AI (WEBINAR) [10] Learn how to use AI to define what actually matters, so you can trust your metrics to guide real product decisions. The hosts will cover how to distinguish vanity metrics from decision metrics and validate metric quality. The free event will take place on February 18 at 10:30 AM PT. INTRODUCING LOCKDOWN MODE AND ELEVATED RISK LABELS IN CHATGPT (3 MINUTE READ) [11] Lockdown Mode is an optional security setting in ChatGPT for users at higher risk of targeted attacks. It mitigates prompt injection and data exfiltration by restricting external interactions, limiting live web access, and disabling tools that cannot meet strict data safety guarantees. This allows admins to control approved apps and actions. It is available on enterprise-focused plans, with broader rollout planned. Elevated Risk labels mark features that introduce added network or data exposure risk, giving users clearer visibility and choice when enabling them. AI PERFORMANCE IN BING WEBMASTER TOOLS (5 MINUTE READ) [12] Bing has launched a new AI Performance report in its Webmaster Tools. It shows how often a site's pages are cited in AI-generated answers across Microsoft Copilot, AI summaries, and partner tools. It reports total citations, unique cited pages per day, average cited pages, grounding query phrases, and page-level citation counts. It updates daily using aggregated sample data. Citation counts show how often content appears as a visible source, and they do not measure rank, traffic, clicks, or authority. 🎁 MISCELLANEOUS HOW PINTEREST HACKED GOOGLE IMAGES (3 MINUTE READ) [13] Pinterest captured massive traffic from Google Images by turning UGC into an SEO engine. Search crawlers read text rather than images. Pinterest structured board titles, pin descriptions, and comments into indexable pages, then built templated pin, board, and programmatic explore pages designed to match high volume queries. Each user action created a new searchable entry point, forming a self-reinforcing growth loop that drove hundreds of millions of organic visits. A login wall gated full content behind registration, converting search traffic at scale until Google's 2018 algorithm update penalized the tactic and erased millions of rankings. THE SCIENCE OF HOW AI PAYS ATTENTION (6 MINUTE READ) [14] AI citation behavior favors front-loaded and entity-rich writing over long narrative structure. 44.2% of citations come from the first 30% of a page, while only 24.7% come from the last third. Key facts buried deep are 2.5X less likely to be cited. Citation-heavy passages use definitive statements, include questions, and show high-entity density (using specific names like Salesforce or Pipedrive). Paragraph analysis shows 53% of cited sentences sit in the middle of a paragraph, so strong facts can appear after the first sentence if the paragraph appears early on the page. Citation winners also use a balanced tone and a readability level near grade 16, similar to outlets like Harvard Business Review. CONTAINING A CRISIS: HOW TO KEEP CONSUMERS ON SIDE (4 MINUTE READ) [15] Recent baby formula recalls involving Nestlé and Danone renewed scrutiny of crisis communication in consumer safety categories. Once risk is credible, containment should begin immediately through rapid recalls and transparent updates rather than fixed timelines. Nestlé leaned on clear language and visible executive leadership to signal accountability. Danone took a more formal tone and moved more slowly, which limited reassurance for consumers. In high-risk sectors, brands need prebuilt escalation plans and real-time sentiment tracking. ⚡ QUICK LINKS CHATGPT TIP TO IMPROVE RESULTS (1 MINUTE READ) [16] Set a hierarchy in ChatGPT that lets current conversation instructions override project, account, and memory settings, addressing only direct contradictions. HOW TO WRITE OUTBOUND MESSAGES THAT DON'T SUCK (2 MINUTE READ) [17] Personalize to the prospect's situation, keep it short, and ask for validation, not a meeting. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=cf2ee9d8-0beb-11f1-a048-3df07ea8246d&pt=campaign&t=1771330556&s=796ef9eaf803366cc380438f673e96a641e1d6d74043299fab32e6a64fb82217 [4] https://advertise.tldr.tech/audiences/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary02172026 [5] https://www.linkedin.com/pulse/red-thread-why-precision-heritage-drive-luxury-gains-lunar-dua-myvze/?utm_source=tldrmarketing [6] https://links.tldrnewsletter.com/wWpQHS [7] https://topgrowthmarketing.com/how-to-get-your-shopify-store-into-chatgpt-shopping/?utm_source=tldrmarketing [8] https://www.elenaverna.com/p/we-stopped-forcing-the-subscription?utm_source=tldrmarketing [9] https://www.airops.com/blog/how-to-use-airops-claude-connector?utm_source=tldr&utm_medium=paid-newsletter&utm_campaign=NA_en_ProdMkt_TOF_BA_MCP-Launch_Q1-2026 [10] https://maven.com/p/c532c6/design-metrics-that-don-t-lie?utm_source=tldrmarketing [11] https://links.tldrnewsletter.com/aLnbYG [12] https://www.bing.com/webmasters/help/9f8e7d6c?utm_source=tldrmarketing [13] https://links.tldrnewsletter.com/JbVAoc [14] https://www.growth-memo.com/p/the-science-of-how-ai-pays-attention?utm_source=tldrmarketing [15] https://www.raconteur.net/marketing-sales/containing-a-crisis-how-to-keep-consumers-on-side?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/nicoleleffer_heres-how-to-instantly-apply-a-fix-that-ugcPost-7429262308880625664-c5gM?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/majavoje_i-saw-you-liked-lennys-last-post-isnt-share-7428772173797994496-ICao?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=cf2ee9d8-0beb-11f1-a048-3df07ea8246d&pt=campaign&pv=4&spa=1771329705&t=1771330556&s=41b91e12e5354b15e0126dea0c292022b7b86c1d36e23dd9da50613b0b41ab67

SpaceX and xAI are competing in a secretive new Pentagon contract to produce voice-controlled autonomous drone swarming technology ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wiz] [4] TLDR 2026-02-17 7 SECURITY BEST PRACTICES FOR MCP (SPONSOR) [4] Learn what security teams are doing to protect MCP without slowing innovation. As MCP (Model Context Protocol) becomes the standard for connecting LLMs to tools and data, security teams are moving fast to keep these new services safe.  The _MCP SECURITY BEST PRACTICES CHEAT SHEET_ [4] outlines seven proven steps teams can put in place right away, including: * How to lock down MCP servers and supply chains * Enforcing least-privilege access for tokens and tools * Adding human-in-the-loop safeguards for critical actions If you're starting to see MCP show up in your environment, this is a great place to start. Get the Cheat Sheet [4] 📱 BIG TECH & STARTUPS SPACEX TO COMPETE IN PENTAGON CONTEST FOR AUTONOMOUS DRONE TECH (5 MINUTE READ) [5] SpaceX and its wholly owned subsidiary, xAI, are competing in a secretive new Pentagon contract to produce voice-controlled autonomous drone swarming technology. While Elon Musk has been enthusiastic about advancing AI, he has previously argued for a ban on autonomous weapons that can select and engage their own targets and operate beyond meaningful human control. OpenAI is also working on the effort by supporting a successful submission from Applied Intuition. The company's contribution to the project will be limited solely to the conversion of voice and other instructions from battlefield commanders into digital instructions. Its technology won't be used for the operation of the drone swarm, weapons integration, or target authority. APPLE TAKES ON YOUTUBE AND SPOTIFY WITH NEW VIDEO PODCASTING PUSH (4 MINUTE READ) [6] Apple will be introducing an integrated video podcast experience to Apple Podcasts in the spring. The update will bring Apple Podcasts more in line with its competitors, which have increasingly leaned into video podcasting. There will be a picture-in-picture mode, and users will be able to download video episodes for offline viewing. The update will introduce support for HTTP Live Streaming, which features dynamic video ad insertion. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BCIS IN 2026: STILL JANKY, STILL DANGEROUS, STILL OVERHYPED (17 MINUTE READ) [7] The fundamental problems that plagued Brain-Computer Interfaces (BCIs) a decade ago are still here. While there is genuine, impactful progress in BCIs, this remains largely confined to severe medical conditions. These are highly specialized, medically critical applications, and there are severe engineering challenges that must be overcome before they can be extrapolated into consumer products. This article takes a look at the state of the BCI industry to provide a realistic look at where the technology currently stands and the path forward. RARE, DANGEROUS SIDE EFFECTS OF SOME COVID-19 VACCINES EXPLAINED (6 MINUTE READ) [8] Vaccine-induced immune thrombocytopenia and thrombosis (VITT) occurred in roughly one out of 200,000 people who received adenovirus-based COVID-19 vaccines. The condition occurred due to PF4 antibodies binding to rogue antibodies, setting off a dangerous cascade (PF4 is a protein involved in blood clotting). Researchers hypothesize that patients who developed VITT had previously been infected with an adenovirus, which primed their B cells to recognize an adenovirus protein in the vaccine, which kicked those cells into action, starting a mutation-generating process that produced a variant with a negatively charged amino acid, which ultimately led to VITT. In most parts of the world, between 40% and 60% of the population has the genetic background that makes people more prone to VITT, but in East Asia, the prevalence is only 20%. 💻 PROGRAMMING, DESIGN & DATA SCIENCE PEAK TRAFFIC SHOULDN'T MEAN PEAK ANXIETY (SPONSOR) [9] Traffic skyrocketing? If you're on Microsoft Azure [10], there's no reason to panic. When user demand spikes, Azure adjusts capacity in the background. Performance stays steady with no manual intervention, no late-night firefighting, and no scrambling to explain why the site went down during the big launch. Build without limits with Azure [10] ANTHROPIC TRIES TO HIDE CLAUDE'S AI ACTIONS. DEVS HATE IT (3 MINUTE READ) [11] Anthropic has changed Claude Code's progress output to hide the names of files the tool was reading, writing, or editing. Developers have pushed back, saying they need to see which files were accessed. The full details can still be accessed with a keyboard shortcut. Developers who want more details can also enable verbose mode. --DANGEROUSLY-SKIP-READING-CODE (3 MINUTE READ) [12] Large language models generate code much faster than humans can read it. We can't expect humans to effectively review, understand, and approve every diff anymore. Humans should focus their efforts on specifications and tests while agents code. Rework is almost free, so there should be less effort put into preventing incorrect work from happening. 🎁 MISCELLANEOUS WHY I DON'T THINK AI IS A BUBBLE (14 MINUTE READ) [13] People mostly say that AI performance will plateau because they believe that performance increases have been driven by brute-force scale, and the trend can't last. However, there are also new innovations like reasoning and reinforcement learning driving improvements, so there's no real reason to believe progress will halt. The data centers being built now will likely be used productively. If the technology does actually work, it's reasonable to believe the industry will sort out any 'bubble'. I GUESS I KINDA GET WHY PEOPLE HATE AI (20 MINUTE READ) [14] AI will likely become extremely helpful in the future, but right now, the everyday experience with the technology is awful. It may be helpful for programmers, but normal people tend to have more negative experiences, and none of the people behind the technology seem to care. AI continues to lower the barrier to entry for annoying, low-quality things. This is resulting in things becoming generally worse and is making the internet and social media and such increasingly unusable. ⚡ QUICK LINKS ANAM INTRODUCES CARA-3: THE WORLD'S MOST ADVANCED INTERACTIVE AVATAR MODEL (SPONSOR) [15] Outperforms competitors up to 60%. Add a face to your product via API [15] and improve your product's engagement by 44%. THE COST OF STAYING (6 MINUTE READ) [16] The shift from execution to judgment is making the cost of staying and the upside of moving look completely different. WHEN EVERYTHING GOES TO 0 (9 MINUTE READ) [17] Trust is a scarce resource and a moat. GELLMAN AMNESIA (5 MINUTE READ) [18] When people talk about the jobs that AI will soon automate, they're always talking about somebody else's job. 10 YEARS BUILDING VERTICAL SOFTWARE: MY PERSPECTIVE ON THE SELLOFF (17 MINUTE READ) [19] The market is finally distinguishing between companies that own something genuinely scarce that is safe from LLM agents. A DEFECTOR EXPLAINS THE REMOTE-WORK SCAM HELPING NORTH KOREA PAY FOR NUKES (8 MINUTE READ) [20] North Korean IT workers, who were generally sent back to Pyongyang every two or three years for roughly a month of 're-education', would hand over 90% of their earnings back to the regime. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [27] & Stephen Flanders [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [30]. 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ChatGPT’s first wave of advertisers indicates how OpenAI defines its core user and monetization strategy. Early brands include Adobe ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-02-16 ENGAGEMENT DOESN'T PAY THE BILLS. CONNECT MARKETING TO REVENUE WITH ASANA (SPONSOR) [4] Marketers everywhere are feeling the pressure: launch more campaigns, ship them faster, do it all with fewer resources—and prove that you're actually moving the needle on revenue. If you need a moment for a primal scream, that's understandable. But here's the good news: There's a way to do more with less, and it's Asana [4].  Asana is the work platform where human + AI collaboration comes together [4], helping marketing teams mobilize around clear goals, drive impact, and scale campaign workflows. Create a free account [4] 📱 NEWS & TRENDS COULD OPENAI DO A FACEBOOK? (2 MINUTE READ) [5] Early ad testing at OpenAI has drawn direct comparisons to Facebook, where early user-friendly ad promises later weakened under revenue pressure. OpenAI says ads in ChatGPT fund free access and appear only for Free and Go users, while paid tiers will stay ad-free. It claims strict rules protect trust, keep ads separate from model answers, and block personalization for sensitive topics. A former researcher warned that similar guardrails at Facebook faded as business incentives grew. Research shows 80% of consumers accept chatbot ads for free access. THE FIRST BRANDS ADVERTISING IN CHATGPT REVEAL EXACTLY WHO OPENAI THINKS YOU ARE (5 MINUTE READ) [6] ChatGPT's first wave of advertisers indicates how OpenAI defines its core user and monetization strategy. Early brands include Adobe, Audible, Target, and Audemars Piguet, all positioned around mass-premium, design-forward, self-improvement categories rather than discount or shock-driven products. The lineup targets college-educated, upper-middle-income, and productivity-focused consumers. 🚀 STRATEGIES & TACTICS 11 SUPER BOWL 2026 ADS THAT ACTUALLY MATTERED (5 MINUTE READ) [7] Super Bowl advertisers spent about $7M per 30 seconds to signal cultural relevance. The most effective ads tied celebrity and humor to a clear product message or strong positioning. Many brands played it safe, but the standout spots connected to existing memes, social tensions, and user behavior instead of chasing spectacle alone. Tech and B2B advertisers used the stage to signal category leadership and push product trial through demos and direct calls to action. Ads built for social sharing and tied to a concrete benefit or value promise were more likely to matter after game day. 7 MARKETING MISTAKES HURTING YOUR 2026 GROWTH (4 MINUTE READ) [8] Most growth constraints are caused by the lack of execution discipline, not strategy. Visibility suffers when companies rely on low-reach brand accounts instead of activating internal voices, and ROI suffers when content is not repurposed across formats and channels. Outbound remains ineffective without signal-based targeting, while inconsistent messaging and poor sales alignment reduce conversion from engaged prospects. Expanding multiple offers without concentrated distribution further dilutes results. 🧑‍💻 RESOURCES & TOOLS TURNING CLAUDE INTO A MARKETING TEAM (3 MINUTE READ) [9] Claude Skills lets Claude act like a multi-role marketing team through small task agents. Skills are markdown files that store instructions, inputs, and output formats for repeat tasks like campaign briefs and reports. Loading 5 to 10 skills at once produces more detailed and task-specific responses instead of generic output. Setup requires creating plain-text md files and adding them to the desktop app settings. WHY EXPORT GA4 DATA TO BIGQUERY? (4 MINUTE READ) [10] Exporting GA4 data to BigQuery gives full access to raw analytics data and removes major GA4 interface limits. Setup is free and storage cost is very low, and a site with about 30,000 sessions per month can store data at no cost. Raw exports avoid sampling that starts when requests exceed 10 million events and avoid cardinality limits that group values under Other. Data retention is unlimited in BigQuery, while GA4 interface user and event data can be limited to 14 months in segmented reports and explorations. The export also allows deep customization, custom sessions and attribution models, and easy joins with ad, search, and CRM data, but it only collects data from the day the link is created. 🎁 MISCELLANEOUS CHATGPT IS NOT A SEARCH ENGINE (18 MINUTE READ) [11] ChatGPT Search acts as an orchestrator that runs many parallel searches and merges them into one synthesized answer instead of returning a list of links from a single query. A Sonic classifier decides if a query needs fresh web data, and it triggers search when probability passes a threshold, with decisions made in about 196 ms. The system expands one prompt into multiple fan out queries across web, shopping, images, news, and local sources, then combines results using Reciprocal Rank Fusion and recency filters like 7 days, 30 days, or 365 days. The infrastructure relies heavily on third party providers and scraped sources. PAID ADS AREN'T THE PROBLEM (4 MINUTE READ) [12] Paid ads account for only 2% of primary consideration drivers among B2B SaaS CMOs, while word of mouth leads at 42%. The problem is brand credibility, not ad spend efficiency. Buyers filter vendors through familiarity and reputational proof before engaging with campaigns, meaning distribution tactics cannot compensate for weak brand signals. Consideration compounds through a loop of peer mentions, reviews, and repeated exposure, which AI systems now synthesize into recommendations. Structured advocacy programs and public customer signals increase the surface area for both human and AI-driven endorsement, making paid amplification more efficient once trust thresholds are met. HOW TO CREATE POSTS THAT MOVE PEOPLE (6 MINUTE READ) [13] More Perfect Union demonstrates that substance and distribution discipline can outperform trend-driven social tactics. Its YouTube-first model, now at nearly 3M subscribers with over half added in the past year, combines high-volume long-form production with a Shorts program that generates comparable viewership. Instagram carousels tied to live news moments accelerate follower growth, and video cut-downs are structured as complete stories rather than traffic funnels. The team publishes natively instead of relying on outbound links and invests heavily in titles and thumbnails to compete in crowded feeds. The core differentiator is pairing sharp framing with actionable solutions, positioning content to inform and mobilize rather than simply provoke reaction. ⚡ QUICK LINKS TECHNICAL SEOS: WEBMCP WILL BECOME THE NEW STRUCTURED DATA (1 MINUTE READ) [14] Google's WebMCP, which provides two APIs (Declarative, Imperative) that allow users to "mark up" where on your webpages AI-agents should be taking actions, is now in early access. ANTHROPIC'S SUPER BOWL ADS HELPED PUSH CLAUDE'S APP INTO THE TOP 10 (2 MINUTE READ) [15] Anthropic's Super Bowl push drove Claude from 41st to 7th in the US App Store, lifting downloads 32% to 148,000 in 3 days as its ad-free positioning contrasted with ChatGPT's. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=fdad75fc-0b1b-11f1-baa7-030f4a2facb4&pt=campaign&t=1771244711&s=39509ba7d830796d4b4d3790ace722a028f7b1dd09a72f158d11de3b92dc3100 [4] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq4_janv1long_cstm_cstm_tryfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-021626 [5] https://www.warc.com/content/feed/could-openai-do-a-facebook/en-GB/11337?utm_source=tldrmarketing [6] https://www.tomsguide.com/ai/chatgpt-ads-are-here-and-i-noticed-the-first-brands-all-have-one-thing-in-common?utm_source=tldrmarketing [7] https://www.marketergems.com/p/best-super-bowl-2026-ads-marketing-analysis?utm_source=tldrmarketing [8] https://pierreherubel.substack.com/p/7-marketing-mistakes-hurting-your?utm_source=tldrmarketing [9] https://jon4growth.substack.com/p/turning-claude-into-a-marketing-team?utm_source=tldrmarketing [10] https://moz.com/blog/why-export-ga4-data-to-bigquery-whiteboard-friday#advantage-9:-you-can-combine-your-data-with-other-sources?utm_source=tldrmarketing [11] https://think.resoneo.com/chatgpt/?utm_source=tldrmarketing [12] https://adamgoyette.substack.com/p/paid-ads-arent-the-problem?utm_source=tldrmarketing [13] https://www.milkkarten.net/p/more-perfect-union-social-strategy?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/chris-long-marketing_technical-seos-webmcp-will-become-the-new-activity-7427703157264199680-jq2M?utm_source=tldrmarketing [15] https://techcrunch.com/2026/02/13/anthropics-super-bowl-ads-mocking-ai-with-ads-helped-push-claudes-app-into-the-top-10/?utm_source=tldrmarketing [16] https://refer.tldr.tech/eb173905/5 [17] https://hub.sparklp.co/sub_dde87fb1813a/5 [18] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [19] https://jobs.ashbyhq.com/tldr.tech [20] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [21] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [22] https://www.linkedin.com/in/alikoh/ [23] https://www.linkedin.com/in/maddisalmon/ [24] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [25] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=fdad75fc-0b1b-11f1-baa7-030f4a2facb4&pt=campaign&pv=4&spa=1771243313&t=1771244711&s=d2de9d50f9ee8f555d623045e22a9bddaa8da2c0733c1eaa36c89bde14cfcdd2

OpenClaw creator Peter Steinberger is joining OpenAI to work on bringing agents to everyone. OpenClaw will move to a foundation and stay independent ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR 2026-02-16 PLAID ADDS $382K IN PIPELINE WITH TLDR CAMPAIGN (SPONSOR) [4] Plaid achieved their best-performing direct buy to date, adding $382k in pipeline, earning 70 leads, and achieving 20.1x ROI. This case study breaks down their strategy, results, and example ads. Read the Plaid case study. [4] 📱 BIG TECH & STARTUPS OPENCLAW, OPENAI, AND THE FUTURE (3 MINUTE READ) [5] OpenClaw creator Peter Steinberger is joining OpenAI to work on bringing agents to everyone. OpenClaw will move to a foundation and stay open and independent. While Steinberger sees the potential in OpenClaw becoming a huge company, he doesn't find the prospect appealing and would rather change the world with OpenAI. TIKTOK'S CHINESE PARENT HAS AN APP TO REPLACE HOLLYWOOD (7 MINUTE READ) [6] CapCut users will soon have access to Seedance 2.0, ByteDance's latest AI video generation model. The model is already available to users on the Chinese version of CapCut, Jianying. It can generate coherent story lines, create realistic voice-overs and background sounds, and generate complex character actions. Seedance 2.0 can currently only generate videos of up to 15 seconds. It generated some controversy on launch, with critics raising privacy and copyright concerns. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY TINY, 45 BASE LONG RNA CAN MAKE COPIES OF ITSELF (8 MINUTE READ) [7] One of the key steps in the origin of life is the emergence of an RNA molecule that could replicate itself. RNA can carry genetic information and also fold into three-dimensional structures that act as catalysts. This suggests that early life was protein-free, with RNA handling heredity and catalyzing a simple metabolism. A team of scientists has discovered a 45-base-long piece of RNA that can make copies of itself, adding to our knowledge of the conditions in which life emerged. FUSION STARTUP HELION HITS BLISTERING TEMPS AS IT RACES TOWARD 2028 DEADLINE (6 MINUTE READ) [8] Fusion energy startup Helion has hit a key milestone: plasma inside its Polaris prototype reactor has reached 150 million degrees Celsius. The company's ultimate goal is to produce plasmas that hit 200 degrees Celsius. Its reactor design is different from its competitors, requiring plasmas about twice as hot to function as intended. Helion plans to extract energy using the fusion reaction's magnetic field rather than from heat. The company is contracted to sell electricity to Microsoft starting in 2028, but this will be through a larger commercial reactor called Orion, which is currently being built. 💻 PROGRAMMING, DESIGN & DATA SCIENCE ON COGNITIVE DEBT (6 MINUTE READ) [9] Cognitive debt is the idea that AI-generated codebases are at risk of falling into a state where nobody knows how they work, leaving them inextensible, unobservable, and hard to debug. This is already happening in AI-driven codebases. However, when controlling for the size and scope of a project, cognitive debt tends to be at least as bad, if not worse, in pre-AI code bases than in AI code bases. This fact is obscured because a lot of traditional engineering work is either managing crippling cognitive debt or avoiding it at enormous cost. The best AI users are already pretty good at avoiding cognitive debt, and they're only going to get better at it. BIAS TOWARD ACTION (17 MINUTE READ) [10] Bias toward action is defaulting to the smallest responsible step that produces real feedback while pre-committing to guardrails. It helps companies learn faster while making sure that being wrong doesn't kill them. It's about optimizing for learning speed while investing in foundations that make you faster. Fast teams use a lot of information, but they don't wait for perfect information. Their tight feedback loops allow them to learn quickly. 🎁 MISCELLANEOUS META PLANS TO ADD FACIAL RECOGNITION TECHNOLOGY TO ITS SMART GLASSES (9 MINUTE READ) [11] Meta plans to add facial recognition to its Ray-Ban smart glasses later this year. Its 'Name Tag' feature will let wearers identify people and get information about them via the company's AI assistant. The company considered adding facial recognition to the first version of the glasses in 2021, but pulled back over technical challenges and ethical concerns. Meta plans to first release Name Tag to attendees at a conference for the blind before making it available to the general public. NO CODING BEFORE 10AM (6 MINUTE READ) [12] Companies that don't rebuild how they work from first principles will get outshipped by teams half their size six months from now. Engineering teams need to throw out the playbook and write a new one for the age of AI. This post discusses one startup's new playbook, which puts agents first as the primary users who do the work. The engineer's role in the framework is to make sure the agents can do the work well. ⚡ QUICK LINKS THE FIRST ANDROID 17 BETA IS NOW AVAILABLE ON PIXEL DEVICES (3 MINUTE READ) [13] Android 17 Beta 1 debuts new performance optimizations with better management of system resources. ASTRONOMERS ARE FILLING IN THE BLANKS OF THE KUIPER BELT (7 MINUTE READ) [14] The Legacy Survey of Space and Time (LSST), a project by the Vera C. Rubin Observatory in Chile, will help fill out the gaps in our knowledge of the contents of the solar system and greatly advance our census and our knowledge of the contents of the solar system. KLAW (GITHUB REPO) [15] klaw is a tool for enterprise AI agent orchestration that allows users to manage, monitor, and scale their AI workforce to hundreds of agents. THE POWER OF 'NO' IN INTERNET STANDARDS (6 MINUTE READ) [16] Some companies have a lot of power over the open source projects they contribute to, and this can become a problem if they make decisions based on their own agendas. SOME PROVOCATIVE AI THOUGHTS (2 MINUTE READ) [17] Thoughts from Matt Mullenweg on how WordPress should change to work better with AI. ACHIEVING ABUNDANCE BY 2035 (72 MINUTE READ) [18] This essay explores what the future may look like as AI solves the great human challenges of our time and how society may benefit as a result. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [25] & Stephen Flanders [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=da293496-0b1a-11f1-8a55-3f56c2a20e15&pt=campaign&t=1771240818&s=dd50390ee0c3d6f548d33e3849fd9250b11ae9a8ca03159e11995ea43a995a1b [4] https://advertise.tldr.tech/case-studies/plaid-adds-382k-in-pipeline-with-tldr-campaign-their-best-direct-buy-yet//?utm_source=tldr&utm_medium=newsletter&utm_campaign=primary02162026 [5] https://steipete.me/posts/2026/openclaw?utm_source=tldrnewsletter [6] https://links.tldrnewsletter.com/dKwvZm [7] https://arstechnica.com/science/2026/02/researchers-find-small-rnas-that-can-make-copies-of-themselves/?utm_source=tldrnewsletter [8] https://techcrunch.com/2026/02/13/fusion-startup-helion-hits-blistering-temps-as-it-races-toward-2028-deadline/?utm_source=tldrnewsletter [9] https://www.natemeyvis.com/on-cognitive-debt/?utm_source=tldrnewsletter [10] https://addyosmani.com/blog/bias-towards-action/?utm_source=tldrnewsletter [11] https://links.tldrnewsletter.com/3KABLY [12] https://michaelxbloch.substack.com/p/no-coding-before-10am?utm_source=tldrnewsletter [13] https://arstechnica.com/gadgets/2026/02/the-first-android-17-beta-is-now-available-on-pixel-devices/?utm_source=tldrnewsletter [14] https://arstechnica.com/science/2026/02/astronomers-are-filling-in-the-blanks-of-the-kuiper-belt/?utm_source=tldrnewsletter [15] https://github.com/klawsh/klaw.sh?utm_source=tldrnewsletter [16] https://www.mnot.net/blog/2026/02/13/no?utm_source=tldrnewsletter [17] https://make.wordpress.org/meta/2026/02/06/some-provocative-ai-thoughts/?utm_source=tldrnewsletter [18] https://solveeverything.org/?utm_source=tldrnewsletter [19] https://refer.tldr.tech/420aa5da/ [20] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [21] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://twitter.com/tldrdan [26] https://twitter.com/SteveFlanders22 [27] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=da293496-0b1a-11f1-8a55-3f56c2a20e15&pt=campaign&pv=4&spa=1771239718&t=1771240818&s=c89c98139132ddfa9083281b28e1daf86b2d6bb638c23acc5784f1feaac0d91e

Social media continues to play a growing role in AI sourcing. Reddit dominates with 3-4% of all citations, 99% of which are individual threads ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TLDR MARKETING 2026-02-13 📱 NEWS & TRENDS HOW CHATGPT CITES SOCIAL MEDIA (3 MINUTE READ) [4] Social media continues to play a growing role in AI sourcing. Reddit dominates with 3-4% of all citations, 99% of which are individual threads rather than profiles. YouTube and LinkedIn reward authority, with 65% of YouTube citations pointing to channels and 47% of LinkedIn citations to personal profiles. Instagram favors content, as reels and posts make up 65% of citations versus 30% for profiles. CONSUMERS WILL ACCEPT ADS IN AI CHATBOTS, BUT TRUST ISSUES REMAIN (2 MINUTE READ) [5] A Forrester poll in the US, UK, and Canada found that 83% would accept ads in AI chatbot free tiers, while only 6% would switch to a paid tier to avoid ads. OpenAI expects ads to help cover about $1.4tr in computing costs and projects that 8.5% of users (about 220 million people) will pay for an ad-free plan, while Anthropic is avoiding ads and targeting enterprise buyers. Trust in large tech companies is falling (from 32% to 24% since 2020), and concern is growing that ads could influence chatbot answers. CYCLICAL EVENTS TO BOOST 2026 AD SPEND, BUT RECESSION, TARIFF CONCERNS REMAIN (3 MINUTE READ) [6] US ad spend is projected to increase 9.5% in 2026, with $9 billion in incremental dollars tied to midterms, the Winter Olympics, and the FIFA World Cup. Social and CTV will lead channel expansion at 14.6% and 13.8% YoY as buyers prioritize scalable, measurable environments. Economic risk persists with a one-in-three chance of recession, and 90% of buyers are concerned about tariffs, though those cutting spend due to tariffs fell from 45% to 30% YoY as budgets shift toward performance media. Rising acquisition costs have reduced its strategic weight by 10 points, yet 54% still rank new customer growth as a top objective. 🚀 STRATEGIES & TACTICS LEAD SCORING TIP (1 MINUTE READ) [7] Brands overcomplicate lead scoring by combining revenue potential and likelihood to close into one number. The better approach is to keep them separate. Use revenue potential to tier leads based on size or deal value, and use conversion likelihood driven by firmographic fit and engagement signals to score them. Focus on the few factors that actually correlate with closed deals. GOOGLE TELLS ADVERTISERS TO DUMP GRANULAR CAMPAIGNS FOR AI (4 MINUTE READ) [8] The guidance represents a reversal of a decade of search best practices that rewarded tight segmentation and manual optimization. Google's position is that AI models can process real-time auction dynamics and contextual data at a scale no human team can match. Early adopters reportedly see improved conversion rates after consolidation, but marketers will give up granular reporting and tighter control for algorithmic performance gains that are harder to report and explain. 🧑‍💻 RESOURCES & TOOLS NOT IN THE AI ANSWER? YOU CAN STILL REACH THE USER AFTER THEY CLICK (SPONSOR) [9] 12% of people click through to verify AI recommendations. Evertune [10] shows you the publishers AI cites in your category, then helps you run programmatic ads on their sites. That means you can get seen in AI search even when your brand isn't mentioned in the answer. Try it [10] HOW TO CREATE FAQS AT SCALE WITH SCREAMING FROG + OPENAI API (3 MINUTE READ) [11] FAQ sections help pages perform better for AI search because they pack high-similarity answers into very little text. Research that compared dense prose, FAQs, and structured content across five queries and multiple models showed that FAQ content had the highest similarity scores in almost all cases. AI systems often work under a grounding budget of about 2K words per query, so compact FAQ blocks are easier for them to process and reuse. Screaming Frog connects to the OpenAI API and can generate FAQs at scale by crawling pages and sending page text to a model, and one test produced 150%+ FAQs in about five minutes. AI-generated FAQs work best on longer pages and still need human review before publishing. GROWTH SUMMIT (VIRTUAL EVENT) [12] The Operators Growth Summit is a one-day free online event on February 18 that will feature 25+ DTC and ecommerce leaders sharing growth tactics. It includes three hands-on breakout sessions, plus a rapid-fire lightning panel of 10 experts. The event is designed for operators seeking real-world guidance, not theory. 🎁 MISCELLANEOUS DEATH TO LEAD MAGNETS! ALL HAIL SATELLITE APPS (11 MINUTE READ) [13] AI coding tools now let marketers build free, lightweight satellite apps that replace static lead magnets and drive growth across the full funnel. These micro-apps give instant value, require little maintenance, and connect users directly to the main product through demos, calculators, benchmarks, and interactive reports instead of gated PDFs. Tools that once took weeks or months and full engineering teams can now be built in hours or days by one person. Companies report strong results such as high traffic, new signups, and cross-activation into core products from ungated tools like AI visibility and product benchmark apps. The approach works best when the core product relies on unique data, network effects, or trust, since simple point solutions can now be easily recreated. I TRIED MCDONALD'S MCNUGGET CAVIAR PROMOTION (4 MINUTE READ) [14] McDonald's launched the limited-time McNugget Caviar kit before Valentine's Day after a viral high low trend. It was inspired by a $100 nugget and caviar dish at the 2025 US Open. The free kit included Baerii sturgeon caviar, crème fraîche, a mother-of-pearl spoon, and a $25 nugget voucher. The promotion hits a sweet spot by being free and culturally valuable. It lets a $5 meal chain wink at a $100 dish while inviting fans to play along. ⚡ QUICK LINKS AI FOR SEO NEWS: CLOUDFLARE WILL OPTIMIZE YOUR WEBSITE FOR AI AGENTS BY DELIVERING YOUR CONTENT IN MARKDOWN (1 MINUTE READ) [15] Cloudflare's new feature serves AI agents your site content with fewer tokens, which saves resources and provides optimized content for both users and AI. 3X3 DISCOVERY FRAMEWORK (2 MINUTE READ) [16] 3 questions to ask during a discovery call include situational, gap, and future state. 6 HELPFUL THINGS YOU MIGHT NOT KNOW ABOUT LINKEDIN (1 MINUTE READ) [17] Tips on LinkedIn features and analytics that increase reach and content discovery. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=be2ef27e-088d-11f1-9036-dd84e33d37df&pt=campaign&t=1770985408&s=88d5b231ac5070bbe5eabe078146061b1cf0a6fa226cea384f1358c553c3c3fe [4] https://www.tryprofound.com/blog/chatgpt-reddit-youtube-citations?utm_source=tldrmarketing [5] https://www.warc.com/content/feed/consumers-will-accept-ads-in-ai-chatbots-but-trust-issues-remain/en-GB/11330?utm_source=tldrmarketing [6] https://www.marketingbrew.com/stories/2026/02/12/cyclical-events-2026-ad-spend-recession-tariff-concerns-iab?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/taimoortariqx_most-companies-overcomplicate-lead-scoring-share-7427332356769935363-w52c?utm_source=tldrmarketing [8] https://www.techbuzz.ai/articles/google-tells-advertisers-to-dump-granular-campaigns-for-ai?utm_source=tldrmarketing [9] https://www.evertune.ai/lp/generative-engine-optimization-platform?utm_source=tldrmarketing [10] https://www.evertune.ai/lp/generative-engine-optimization-platform [11] https://nectivdigital.com/blog/how-to-create-faqs-at-scale-with-screaming-frog-openai-api/?utm_source=tldrmarketing [12] https://www.9operators.com/growth-summit?utm_source=tldrmarketing [13] https://www.elenaverna.com/p/death-to-lead-magnets-all-hail-satellite?utm_source=tldrmarketing [14] https://www.businessinsider.com/mcdonalds-mcnugget-caviar-promotion-taste-test-2026-2?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/danielhinckley_ai-for-seo-news-cloudflare-announced-it-activity-7427790398682607616-A-Hj?utm_source=tldrmarketing [16] https://www.linkedin.com/posts/matthewcorneliusgreen_if-i-had-to-choose-only-one-question-to-ask-share-7427106681442156544-wrCn?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/anniemaihodge_helpful-things-you-might-not-know-about-linkedin-share-7427349732416548864-mOeD?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=be2ef27e-088d-11f1-9036-dd84e33d37df&pt=campaign&pv=4&spa=1770984078&t=1770985408&s=c30fe1198084584516ae9982d5b4c3fd55a2f031217878d4dee4eec1cc4a685c

Anthropic has closed a $30 billion funding round. This is the second-largest private tech fundraising round on record after OpenAI ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [WorkOS] [4] TLDR 2026-02-13 THE FASTEST GROWING AI COMPANIES CHOOSE WORKOS (SPONSOR) [4] AI companies are scaling faster than ever and hitting enterprise requirements far earlier in their lifecycle. SSO, SCIM, RBAC, audit logs, compliance. These are non-negotiable for enterprise customers, and expensive and difficult to build and maintain in-house. That's why OpenAI, Anthropic, Cursor, Vercel, and more use WorkOS [4] to power authentication, identity, and security. It's the infrastructure layer that makes applications enterprise ready without slowing teams down. Build faster with WorkOS → [4] 📱 BIG TECH & STARTUPS ANTHROPIC CLOSES $30 BILLION FUNDING ROUND AS CASH KEEPS FLOWING INTO TOP AI STARTUPS (5 MINUTE READ) [5] Anthropic has closed a $30 billion funding round at a $380 billion post-money valuation. This is the second-largest private tech fundraising round on record after OpenAI, which closed a round of more than $40 billion last year. Anthropic's funding round was led by Coatue and Singapore sovereign wealth fund GIC. The fresh capital will support the company's infrastructure expansion, research, and continued investment in enterprise-grade products. WAYMO BEGINS DEPLOYING NEXT-GEN OJAI ROBOTAXIS TO EXTEND ITS US LEAD (6 MINUTE READ) [6] Waymo has begun using its sixth-generation driverless system to provide robotaxi rides to employees. The system uses more cost-effective parts and should be able to navigate through harsher weather conditions than previous generations. It will serve as the primary engine for Waymo's next era of expansion. The company is currently planning to extend its lead in the US while testing and planning for commercial operations abroad. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WHEN AMAZON BADLY NEEDED A RIDE, EUROPE'S ARIANE 6 ROCKET DELIVERED (6 MINUTE READ) [7] Europe's Ariane 6 rocket lifted off from the Guiana Space Center in South America at 11:45 AM EST on Thursday. The rocket's four boosters generated more than 3.4 million pounds of thrust as it hauled 32 spacecraft to low-Earth orbit for Amazon's satellite broadband constellation. The successful test demonstrates the European Space Agency's ability to deliver the most demanding large-scale constellation missions. The next Ariane 6 launch, to be announced in the coming weeks, will carry another set of Amazon Leo satellites to orbit. GOOGLE SAYS DEEP THINK AI CAN PARTNER ON ADVANCED MATH, SCIENCE (2 MINUTE READ) [8] Alphabet has updated its Gemini Deep Think AI model for better performance in math and science research. The model is now able to help scientists move from theoretical reasoning to practical applications. It uses Google Search to avoid inaccuracies and wrongful citations when doing research. Google has also developed a math research agent called Aletheia that can conduct autonomous research or collaborate with humans. Aletheia is available in the Gemini app for Google AI Ultra subscribers and also for select researchers. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K, FULLY REMOTE) [9] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [10]. INTRODUCING GPT‑5.3‑CODEX‑SPARK (8 MINUTE READ) [11] GPT‑5.3‑Codex‑Spark is a smaller version of GPT‑5.3‑Codex designed for real-time coding. It is now available as a research preview to ChatGPT Pro users. The model has a 128k context window. It is text only, and during the research preview, the model will have its own rate limits and usage will not count towards standard rate limits. There may be limited access or temporary queuing when demand is high. IN DEFENSE OF NOT READING THE CODE (13 MINUTE READ) [12] Not reading the code is a bet on the trajectory. The tools may not be perfect, but they're good enough for many use cases, and they're improving incredibly quickly. The bet is that models will continue to improve. People shouldn't be reckless, but code will soon become an implementation detail, and directly interacting with it will not be how engineers make sure it is correct. 🎁 MISCELLANEOUS CONTEXT IS KING (14 MINUTE READ) [13] Both code and databases are commoditizing. The layer between them is where the new value forms. This is the context layer, the thing that makes the difference between an agent that takes action and an agent that takes the right action. The battle for this layer is the most important strategic competition in enterprise software. AN AI AGENT PUBLISHED A HIT PIECE ON ME (7 MINUTE READ) [14] An AI agent of unknown ownership autonomously wrote and published a personalized hit piece about an engineer after they rejected its code. The agent's behavior was likely entirely autonomous, with no human telling the AI what to do. While the threat was ineffective, the reputational attack could be effective today against the right person. As AI improves, this could be a serious threat to the social order. ⚡ QUICK LINKS WAITING IS THE NEW INTERRUPTION (9 MINUTE READ) [15] The way AI is currently designed encourages humans to lose focus and flow. OPEN-SOURCING AGENTLOGS (4 MINUTE READ) [16] AgentLogs is a platform for collaboration in the age of AI coding agents. CODESPEAK (WEBSITE) [17] CodeSpeak is a programming language powered by large language models that generates code based on concise specs. IBM TO TRIPLE ENTRY-LEVEL US HIRING WITH ROLES RECAST FOR AI ERA (4 MINUTE READ) [18] The expansion will be across the board and affect a wide range of departments. DO NOT SURRENDER TO THE TECH TREE (33 MINUTE READ) [19] Technology is one of the strongest determinants of human welfare, so steering technological progress is one of the most important things we can do. THE SURPRISING POWER AND COMPLEXITY OF ALIGNED RECOMMENDATIONS (14 MINUTE READ) [20] Aligned recommendations typically fail because of a lack of aligned incentives. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [27] & Stephen Flanders [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [30]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=a0686654-08b4-11f1-8720-dd84e33d37df&pt=campaign&t=1770981541&s=f61b451d2647a3165e014f484b7912f58b988936c0cd3e45eaa2c0e96f9aa45f [4] https://workos.com/?utm_source=tldr&utm_medium=newsletter&utm_campaign=q12026 [5] https://www.cnbc.com/2026/02/12/anthropic-closes-30-billion-funding-round-at-380-billion-valuation.html?utm_source=tldrnewsletter [6] https://www.cnbc.com/2026/02/12/waymo-begins-deploying-next-gen-ojai-robotaxis-to-extend-its-us-lead.html?utm_source=tldrnewsletter [7] https://arstechnica.com/space/2026/02/when-amazon-badly-needed-a-ride-europes-ariane-6-rocket-delivered/?utm_source=tldrnewsletter [8] https://links.tldrnewsletter.com/qFgkiI [9] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [10] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [11] https://links.tldrnewsletter.com/CaErzc [12] https://www.benshoemaker.us/writing/in-defense-of-not-reading-the-code/?utm_source=tldrnewsletter [13] https://links.tldrnewsletter.com/SM6SH1 [14] https://theshamblog.com/an-ai-agent-published-a-hit-piece-on-me/?utm_source=tldrnewsletter [15] https://jennywanger.com/articles/waiting-is-the-new-interruption/?utm_source=tldrnewsletter [16] https://spiess.dev/blog/open-sourcing-agentlogs?utm_source=tldrnewsletter [17] https://www.codespeak.dev/?utm_source=tldrnewsletter [18] https://links.tldrnewsletter.com/VayaBJ [19] https://www.macroscience.org/p/do-not-surrender-to-the-tech-tree?utm_source=tldrnewsletter [20] https://davegriffith.substack.com/p/the-surprising-power-and-complexity?utm_source=tldrnewsletter [21] https://refer.tldr.tech/420aa5da/ [22] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [23] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [24] https://jobs.ashbyhq.com/tldr.tech [25] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [26] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [27] https://twitter.com/tldrdan [28] https://twitter.com/SteveFlanders22 [29] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [30] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=a0686654-08b4-11f1-8720-dd84e33d37df&pt=campaign&pv=4&spa=1770980497&t=1770981541&s=ddfb566e70fdff9b9cf2460ef34a8e12552363e00d7fbde1e24a08eb19210609

Specfluencing is growing fast as creators tag brands without paid deals to appear established. Brands can use specfluencing to spot new creators ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Influ2] [4] TLDR MARKETING 2026-02-12 WHAT SUCCESSFUL MARKETERS ARE DOING DIFFERENTLY WITH ABM (SPONSOR) [4] The biggest challenge marketers face with account-based marketing isn't figuring out which accounts to target; it's engaging the right people within the accounts. To understand where teams are struggling and how they're solving it, Influ2 partnered with Forrester to survey 163 enterprise marketing leaders [4]. They uncovered: * How teams are actually running ABM today  * Why most ABM programs struggle without contact-level insights * Where marketers are placing their bets in 2026 Dig into the findings [4] 📱 NEWS & TRENDS SPECFLUENCING: HOW ‘UNOFFICIAL' BRAND MENTIONS ARE CHANGING INFLUENCER CREDIBILITY (3 MINUTE READ) [5] Specfluencing is growing fast as creators tag brands without paid deals to appear established and attract partnerships. Between June and September 2025, more than 14,000 influencers posted nearly 77,000 brand tagged posts and generated about 1.2 billion views, and most posts were unpaid. Experts say this tactic works only when content reflects real product use and delivers results, since audiences can detect staged credibility. Brands can use specfluencing to spot new creators and gain unpaid visibility, but it can also create noise and weaken trust if performance is poor. Several brands report that organic creator posts and viral moments can drive stronger trust, engagement, and sales than traditional paid endorsements. AMAZON TO LAUNCH A MARKETPLACE FOR PUBLISHERS TO SELL CONTENT TO AI COMPANIES (2 MINUTE READ) [6] The proposed marketplace would formalize AI-content relationships, shifting from unlicensed web scraping to negotiated data access. Publishers would gain compensation and clearer usage controls, while AI firms would reduce legal risk and secure reliable, high-quality data pipelines. The initiative places Amazon in competition with similar licensing efforts from Microsoft, signaling that structured data marketplaces may become a core layer of the AI economy. 🚀 STRATEGIES & TACTICS POSITIONING VS. MESSAGING (1 MINUTE READ) [7] In PMM interviews, many candidates give answers that lack precision when asked about positioning and messaging. The two are distinct, and your response should reflect that. Positioning is internal and defines the target audience, category, and differentiation. Messaging is external and translates that foundation into benefits and proof points. Tailor your answer to the focus of the question, walk through inputs, process, validation, and activation as relevant. HOW TO USE EXCLAMATION POINTS IN EMAILS (3 MINUTE READ) [8] Using exclamation points in emails makes the sender seem friendlier and more likable, but it reduces how powerful and analytical the sender appears in serious or task focused messages. Across five experiments with over 2,000 participants, messages with exclamation points were rated 13.5% more positive and 21.3% warmer for meeting requests. The same messages were seen as 9.7% less powerful and 12% less analytical in assignment or data-focused contexts. The effect works for both men and women, though women feel 9.7% more pressure to use them and men feel 17.1% more pressure to avoid them. Exclamation points work best in friendly and relationship-building emails and should be avoided in formal, analytical, or deadline-driven messages. 🧑‍💻 RESOURCES & TOOLS BOFU CONTENT WINS IN AI ANSWERS. AIROPS MAKES IT MEASURABLE (SPONSOR) [9] BOFU content no longer wins on your site. It wins in AI answers when buyers decide. Join Lashay Lewis from BOFU.ai on Feb 25 at 12pm ET to learn how B2B SaaS teams capture decision stage AI visibility and run a focused 60 day sprint tied to demos and revenue. 👉 REGISTER NOW [9] HOW TO TELL DEEP RESEARCH WHICH WEBSITES TO USE FOR ITS RESEARCH (1 MINUTE READ) [10] The ChatGPT Deep Research update allows specifying which websites to use for research. It can be activated by clicking the “+” under the prompt box or using the left panel Deep Research button. Once active, the “Sites” dropdown lets users limit searches to specific sites or prioritize them while still scanning the full web. END-TO-END EVENT PLANNER USING CLAUDE (4 MINUTE VIDEO) [11] A video walkthrough of an event planning app (V1) built by Tofu's co-founder using Claude Cowork. The app connects Claude, HubSpot, and Clay to automate and streamline many of the manual tasks involved in hosting events. 🎁 MISCELLANEOUS TRUSTWORTHY A/B PATTERNS: ROUNDED/SQUARE CORNERS PATTERN (3 MINUTE READ) [12] Large-scale replications show that rounding button corners does not actually produce a large lift in clicks. The original study reported a 55% increase in clickthrough rate from rounded buttons and had a p value of 0.037, but later researchers judged the test to be underpowered. Three replication tests found effects near zero with 95% confidence intervals. A fourth pre-registered test at METRO Russia ran for 16 weeks with over 7.4 million users, and it found results below the minimum detectable effects. The combined evidence suggests the original 55% lift was likely an exaggerated result caused by low statistical power. WHY YOUTUBE SHOULD BRING ORIGINALS BACK (3 MINUTE READ) [13] YouTube has surpassed Netflix in revenue and viewing time but still lacks big TV advertisers. Reviving original content could provide premium, predictable programming to attract advertisers and retain creators as competitors secure exclusivity deals. With serialized content from creators and more viewers watching on TV screens, the platform is well positioned to explore Originals again through creator partnerships or licensing. ⚡ QUICK LINKS DIGITAL PR STRATEGY: 2 HOURS OF WORK FOR 10+ LINKS (2 MINUTE READ) [14] The author spotted an emerging trend, validated the trend on TikTok, wrote a simple pitch, and then built a hyper-relevant media list. LINKEDIN IMPRESSIONS (JANUARY 2026 BENCHMARKS) (1 MINUTE READ) [15] With 5-10K followers, 1-2K impressions places you in the top 25%. THE NEW FABIO IS CLAUDE (8 MINUTE READ) [16] Coral Hart, a prolific South African romance novelist, uses Claude to produce novels in months rather than years. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=37291892-07c8-11f1-a724-3d5094060cb9&pt=campaign&t=1770898735&s=006c62f652e9cd1f6c566d54ef06842bfa32d71194359a15a03b1dccb838ac1f [4] https://www.influ2.com/forrester-contact-level-abm-report?utm_source=newsletter&utm_medium=email&utm_campaign=tldr-forrester_report-20260212 [5] https://links.tldrnewsletter.com/HHY9MR [6] https://wersm.com/amazon-to-launch-a-marketplace-for-publishers-to-sell-content-to-ai-companies/?utm_source=tldrmarketing [7] https://www.linkedin.com/posts/yilinpei_productmarketing-interview-jobsearch-share-7427364132003282944-tuhg?utm_source=tldrmarketing [8] https://app.sciencesays.com/p/how-to-use-exclamation-points-in-emails?utm_source=tldrmarketing [9] https://www.airops.com/lashay-lewis-x-airops-webinar-60-days-bofu-playbook?utm_source=tldr&utm_medium=paid-newsletter&utm_campaign=NA_en_Brand_MOF_BA_Lashay-Lewis-60D-BOFU-Playbook_Q1-2026 [10] https://www.linkedin.com/posts/nicoleleffer_this-is-the-chatgpt-update-ive-been-waiting-share-7427111797264142336-GlIt?utm_source=tldrmarketing [11] https://www.linkedin.com/posts/elainezelby_i-built-a-thing-that-i-think-is-pretty-cool-ugcPost-7426883110903943168-iMUN?utm_source=tldrmarketing [12] https://docs.google.com/document/d/1e91vlOt7AKFcAMeL6_8PBehXQ8j85f5e/edit?utm_source=tldrmarketing [13] https://scalablepod.com/p/why-youtube-should-bring-originals-back?utm_source=tldrmarketing [14] https://www.linkedin.com/posts/vf12896_how-i-got-coverage-in-vice-and-the-tab-activity-7426961902133530624-DGSi?utm_source=tldrmarketing [15] https://www.linkedin.com/posts/devinreed_linkedin-has-changed-a-ton-everyones-reach-share-7427035786870505472-nfZg?utm_source=tldrmarketing [16] https://links.tldrnewsletter.com/UzOqO2 [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=37291892-07c8-11f1-a724-3d5094060cb9&pt=campaign&pv=4&spa=1770897679&t=1770898735&s=de5a895a6fe537279664e429bf7237c39a1fa044d02af3aead87920c7160015d

Elon Musk has restructured xAI following the exit of two of its co-founders earlier this week. xAI will now be organized into four core areas ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Tines] [4] TLDR 2026-02-12 BUILD AGENTS, AUTOMATIONS, AND APPS WITH TINES (SPONSOR) [4] Need a workflow builder you can trust with mission-critical tasks, but is also accessible to everyone on your team? Meet Tines, the intelligent workflow platform. With Tines, teams build: ⚡️ Automations that handle repetitive operational tasks 💡 Agents that assist with investigation and decision-making 📝 MCP servers that let AI interact safely with systems 🕸️ Integrations that connect any tool AND IT'S INCREDIBLY EASY TO GET STARTED. Use Story copilot [5] to build workflows from natural language in our free Community Edition [4] and upgrade to the new Starter Edition [6] when you need more. 📱 BIG TECH & STARTUPS MUSK RESTRUCTURES XAI'S TEAMS AFTER CO-FOUNDERS DEPART (4 MINUTE READ) [7] Elon Musk has restructured xAI following the exit of two of its co-founders earlier this week. xAI will now be organized into four core areas: Grok's chatbot and voice product, Coding, the Imagine video product, and Macrohard. The company plans to launch a new X Chat app and X Money in the coming months. It is currently looking to hire. APPLE'S LATEST ATTEMPT TO LAUNCH NEW SIRI RUNS INTO SNAGS (9 MINUTE READ) [8] Several highly anticipated Siri functions may be pushed back as testing has run into snags in recent weeks. Apple now plans to spread out new capabilities over several versions, so some features will be postponed until iOS 26.5 or iOS 27. One feature especially likely to slip is the expanded ability for Siri to tap into personal data. Another feature running behind schedule is voice-based control of in-app actions. While early support for these features exists, they don't function reliably in all cases. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SCENT, IN SILICO (37 MINUTE READ) [9] Tech is starting to turn to AI to probe the possibility of digitizing smell in the hopes of understanding and manipulating this sensory modality. Programming smell may illuminate many mysteries about the sense. It could also have many practical applications, for example, computational smell could help detect gas leaks, reduce reliance on intensive natural ingredients for perfume, or lead to the creation of entirely novel smells. This article takes a look at the state of the research and the future of the industry. CHINA SHOWCASES NEW MOON SHIP AND REUSABLE ROCKET IN ONE EXTRAORDINARY TEST (6 MINUTE READ) [10] China's space program successfully carried out a flight of a new reusable booster and crew capsule late Tuesday. The Long March 10 rocket and Mengzhou spacecraft are core elements of China's lunar architecture. The US and China are racing to accomplish the next human landing on the Moon in a competition for national prestige and lunar resources. The successful test moves Chinese engineers closer to human-rating the Mengzhou crew capsule. A video recapping the test flight is available in the article. 💻 PROGRAMMING, DESIGN & DATA SCIENCE AI CODE REVIEW WITH COMMENTS YOU'LL ACTUALLY IMPLEMENT (SPONSOR) [11] Unblocked [11] is the only AI code review tool that draws on context from your whole repo, Slack, Jira, docs, PR history, and more. Get high-signal comments based on how your system actually works. _“Unblocked has reversed my AI fatigue completely. The level of precision is wild.”_ - Senior developer, Clio Try now for free [11] CODING AGENTS MEET DISTRIBUTED REALITY (8 MINUTE READ) [12] Most future distributed code will be AI-generated. This makes it important whether we ask AI to aim for ordinary imperative code or at frameworks where distributed contracts are part of the language surface. Targets like this help developers focus on the right questions rather than chasing shadows. AI can help build systems that fail less often if given a target that reflects distributed reality. HOW I USE CLAUDE CODE (15 MINUTE READ) [13] Never let Claude write code until you have reviewed and approved a written plan. This separation of planning and execution prevents wasted effort, keeps users in control of architectural decisions, and produces significantly better results with minimal token usage. This post describes a workflow that follows this core principle. The workflow is radically different from how most people approach AI tools. 🎁 MISCELLANEOUS SOMETHING BIG IS HAPPENING (28 MINUTE READ) [14] AI works, it improves predictably, and the richest institutions in history are committing trillions to it. It isn't a fad. The next few years will be disorienting in ways most people aren't prepared for. The people who will come out of this best are the ones who start engaging now. TOOL SHAPED OBJECTS (9 MINUTE READ) [15] The story of the AI boom so far is one where the dominant narrative about AI is not what it has built, but the rate at which people are consuming it, the rate at which companies are spending on GPU farms, and the rate at which tools are being expensed. AI is everywhere in consumption and almost nowhere in output. We are spending unprecedented sums to invest in systems, and the primary product of that spending is the experience of spending it. ⚡ QUICK LINKS WISPR FLOW: AI THAT TURNS SPEECH INTO FLAWLESS TEXT AND WORKS IN ANY APP (SPONSOR) [16] Wispr Flow turns your voice into clean, sendable text. 89% sent with zero edits. 4x faster than typing. Works everywhere you work. Use it for free [17] THE AI VAMPIRE (13 MINUTE READ) [18] AI can provide a lot of value, and this makes it necessary to consider where that value is captured so that both employees and companies benefit. US DECIDES SPACEX IS LIKE AN AIRLINE, EXEMPTING IT FROM LABOR RELATIONS ACT (5 MINUTE READ) [19] SpaceX is regulated by the Railway Labor Act, which exempts employees from the National Labor Relations Act. IS CHINA COOKING WAYMO? (22 MINUTE READ) [20] Chinese autonomous vehicle firms are way ahead of the American competition in terms of international expansion. TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K, FULLY REMOTE) [21] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [21]. WHAT'S WRONG WITH THIS IDEA? (3 MINUTE READ) [22] Asking what is wrong with an idea can surface hazards early on. MOATS IN THE AGE OF AI (9 MINUTE READ) [23] The companies with the strongest moats in an AI-commoditized world will be energy and logistics companies, compute companies, and relationship-based companies. THE OPENING, MIDGAME, AND ENDGAME IN STARTUPS (5 MINUTE READ) [24] The opening phase of a startup involves the magic of transforming from a few people into a 'startup', the midgame begins once product-market fit has been reached, and the endgame is the infinite future that is never really reached. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [25] Track your referrals here. [26] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [27]. Want to work at TLDR? 💼 APPLY HERE [28], CREATE YOUR OWN ROLE [29] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [30] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [31] & Stephen Flanders [32] Manage your subscriptions [33] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [34]. 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Digital PR is more effective in 2026 but also more difficult due to AI search and rising demand for brand authority and mentions ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Asana] [4] TLDR MARKETING 2026-02-11 BUSYWORK IS THE CREATIVITY KILLER 😵‍💫 (SPONSOR) [4] 😥 Chasing campaign updates... 👋 Following up with stakeholders... 👀 Looking for assets... That's time _not_ spent on creativity or strategy.  It's time to get your time back, and Asana is how [4]. With Asana, everything you need [4]for marketing planning, creative workflows, and campaign production is in one place, so your whole team stays in sync and nothing gets lost.  92% of the marketing C-suite surveyed say that their teams work better together with Asana. Start enjoying more time, more creativity, and less busywork today.  Try Asana for free — no credit card required [4] 📱 NEWS & TRENDS STATE OF DIGITAL PR REPORT (2026) (38 MINUTE READ) [5] Digital PR is more effective in 2026 but also more difficult due to AI search and rising demand for brand authority and mentions. 68.2% of professionals say it is more effective than last year, yet 75% say it is more challenging, and 60.8% say finding relevant journalists has become harder. Data-led content remains the top tactic at 95.9%, press release pitching rose to 85.1%, and 66.2% now list AI citations as a key outcome, while backlinks still lead at 85.8%. Budgets are rising, as 8.8% now spend over $20,000 per month, and cost per link above $750 grew from 3% to 10.2%, while 60% still spend under $10,000. AI now shapes daily work, as 76.4% say it changed their process, 78.4% track AI visibility, and only about 40% have a repeatable method to earn AI citations. VALENTINE'S DAY SHOPPING IS BECOMING A CUSTOMER RELATIONSHIP TEST (4 MINUTE READ) [6] Valentine's Day has evolved into a multi-week revenue cycle driven by relationship signals rather than a single promotional spike. Brands began referencing the holiday in early January, with messaging volume steadily increasing and accelerating nearly 3 weeks before February 14, mirroring shopper behavior that favors early exploration and delayed commitment. The strongest performers used early engagement to gather intent data, then converted that accumulated interest closer to the holiday without relying on aggressive discounts. 🚀 STRATEGIES & TACTICS DESIGNING FOR THE AI INBOX: WHY HTML EMAILS WILL WIN THE NEXT ERA OF E-COMMERCE (6 MINUTE READ) [7] AI is summarizing emails before recipients open them. Image-only emails risk having offers misrepresented or ignored. HTML emails with live text and dynamic content improve visibility and deliverability. They load faster and provide data for optimization. Front-loading key offers, using headings, balancing text and images, and sticking to email-safe fonts ensures both people and AI can interpret messages. Well-coded HTML turns AI summarization into an advantage. HOW DORITOS AND ULTA USED TIKTOK CLUBHOUSE AS A SUPER BOWL SECOND-SCREEN POWER PLAY (4 MINUTE READ) [8] The Clubhouse strategy reflects a broader shift in Super Bowl marketing toward giving control to creators and meeting Gen Z where attention already lives. Doritos' prior Super Bowl activations drove 35% year-over-year growth in brand mentions and added more than 200,000 TikTok followers, reinforcing the business case for creator-led second-screen investment. While TV ads still anchor mass reach, TikTok Clubhouse shows how brands are using real-time, off-broadcast experiences to influence discovery and brand perception outside of game day and the traditional channels. HOW TO OPTIMIZE YOUR OWNED CONTENT FOR AI SEARCH (11 MINUTE READ) [9] LinkedIn outlines a practical framework that balances AI optimization with core SEO fundamentals to avoid ranking losses. Key tactics include disciplined heading hierarchies, internal linking through hub-and-spoke models, schema markup such as FAQPage and Product, and consistent recency signals like visible “last updated” dates. Visuals, video transcripts, and optimized PDFs act as additional discovery signals, while early testing shows month-over-month gains in brand mentions and citations, reinforcing that AI visibility is now a measurable extension of owned-content performance. 🧑‍💻 RESOURCES & TOOLS WHO IS YOUR WEBSITE REALLY FOR? (SPONSOR) [10] If AI handles discovery and research for buyers, your site needs to work for retrieval bots, not just humans. Scrunch reveals how AI agents experience your site—what gets surfaced, ignored, and why. Get a FREE AI SITE AUDIT [11] to find content gaps and technical blockers. SEE HOW AI READS MY SITE → [11] HOW I BUILT AN EMPLOYEE ADVOCACY SCOREBOARD WITH DIRECTUS, ZAPIER, AND CLAUDE CODE (3 MINUTE READ) [12] This guide explains how to build an automated employee advocacy scoreboard that tracks team social sharing. Links posted in Slack are detected and cleaned using AI in Zapier, then stored in Directus as a structured backend. A Claude Code–scaffolded Next.js dashboard displays the leaderboard, with monthly filtering and drill-downs. The system streamlines tracking posts on LinkedIn and X and reduces manual work. POPL (TOOL) [13] Popl captures leads at live events by replacing manual processes with an AI-powered workflow. Reps scan badges or QR codes with the mobile app, instantly enriching contact and company data, qualifying leads with custom questions, and syncing everything to the CRM. The platform also allows on-floor meeting scheduling and tracks event ROI, giving full visibility into pipeline and rep performance. 🎁 MISCELLANEOUS WHY DIGITAL TWINS ARE MORE THAN JUST A PRETTY MODEL (4 MINUTE READ) [14] Digital twins are high-fidelity 3D assets that go beyond visuals. They can be reused across marketing and ecommerce and support AR and internal workflows. This provides consistent branding and reduces the need for repeated photography or 3D builds. The assets evolve with products and save time and cost while maintaining accuracy. For marketers, digital twins offer long-term value. They enable interactive content and scalable campaigns. They also integrate across platforms and serve as a central resource for teams. HOW SOLOS TURN CHEAP PROBLEMS INTO PREMIUM BUSINESSES BY RAISING THE STAKES (14 MINUTE READ) [15] Solos are independent consultants and agency owners running expertise driven businesses. Those who moved upmarket did so by changing their problem framing and signals. They replaced failure states like no leads or no revenue with success plus constraint, what was working but capped. They also shared methodology instead of quick tips, used diagnostics to signal rigor, and showed proof tied to scaling outcomes. This filtered for mature buyers seeking partners, not quick fixes. ⚡ QUICK LINKS THE META LATTICE UPDATE IS DRIVING REAL PERFORMANCE LIFT ACROSS META (2 MINUTE READ) [16] Advertisers should improve first-party data signals and audit creative strategy to capture the potential revenue lift and conversion gains from Meta Lattice. 6 AI VISIBILITY STRATEGIES FROM RYAN LAW'S WEBINAR (2 MINUTE READ) [17] Tips include filling topic gaps competitors cover, publishing honest comparison content across multiple sites, and building content clusters around recurring themes. THE GREAT STAY AND THE QUIET COLLAPSE OF THE MARKETING JOB MARKET (7 MINUTE READ) [18] The collapse in marketing job movement is due to AI-driven headcount reduction rather than recessionary pressure. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [25] & Maddi Salmon [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [28]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b20ed242-071c-11f1-8981-a7e87c084512&pt=campaign&t=1770812331&s=7e16fece917f83ed424decc3cb6ddd4a58d47d914841bf7b329bfa9dc098ba32 [4] https://asana.com/campaign/marketing?utm_source=tldr&utm_medium=pd_newsletter_cev&utm_campaign=namer_us_en_cev_signup_nltrtxt_tldr_newslettertxt-conversion_icp-pub&utm_term=en_marketing_0_lp_mkgq4_janv1long_cstm_cstm_tryfree_0x0_0-us-tldr-corp-ent-vert&utm_content=namer_us_en_cev_signup_nltrtxt_dir_tldr_prsp_3p_icp-marketing-subscribers_all_0x0_newslettertxt-primary-021126 [5] https://www.buzzstream.com/blog/state-of-digital-pr-2026/?utm_source=tldrmarketing [6] https://www.klaviyo.com/blog/valentines-day-shopping-messaging-trends?utm_source=tldrmarketing [7] https://www.backstroke.com/blog/ai-email-summaries-html-ecommerceemails?utm_source=tldrmarketing [8] https://www.adweek.com/social-marketing/how-doritos-and-ulta-used-tiktok-clubhouse-as-a-super-bowl-second-screen-power-play/?utm_source=tldrmarketing [9] https://business.linkedin.com/content/dam/me/business/en-us/marketing-solutions/resources/pdfs/how-to-optimize-your-owned-content-for-ai-search.pdf?utm_source=tldrmarketing [10] https://scrunch.com/tldr?utm_source=tldrmarketing [11] https://scrunch.com/tldr [12] https://directus.io/blog/employee-advocacy-scoreboard-directus-zapier-claude?utm_source=tldrmarketing [13] https://popl.co/pages/event-lead-capture?utm_source=tldrmarketing [14] https://links.tldrnewsletter.com/7I85On [15] https://www.howsolosscale.com/p/elevate-the-problem-how-solos-turn?utm_source=tldrmarketing [16] https://www.brainlabsdigital.com/the-meta-lattice-update-is-driving-real-performance-lift-across-meta/?utm_source=tldrmarketing [17] https://www.linkedin.com/posts/yuliia-kniazieva_6-proven-strategies-that-get-your-brand-cited-ugcPost-7426340042597404674-TMNm?utm_source=tldrmarketing [18] https://www.thedrum.com/opinion/mark-ritson-the-great-stay-and-the-quiet-collapse-of-the-marketing-job-market?utm_source=tldrmarketing [19] https://refer.tldr.tech/eb173905/5 [20] https://hub.sparklp.co/sub_dde87fb1813a/5 [21] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [22] https://jobs.ashbyhq.com/tldr.tech [23] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [24] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [25] https://www.linkedin.com/in/alikoh/ [26] https://www.linkedin.com/in/maddisalmon/ [27] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [28] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=b20ed242-071c-11f1-8981-a7e87c084512&pt=campaign&pv=4&spa=1770811284&t=1770812331&s=375c7ad4738b7440216f28a60150d2292eb47f55937ea9b2da6940fbe2dde3ad

Elon Musk has told employees at xAI that the company needs a factory on the moon to build AI satellites. These satellites will be launched into space ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Plaid] [4] TLDR 2026-02-11 6 FINTECH PREDICTIONS: WHY FRAUDSTERS ARE EXCITED ABOUT AI (SPONSOR) [4] The heaviest users of AI in fintech aren't fintechs. Bad actors are the real early adopters - mass-generating fake IDs, deepfakes, and large-scale social engineering. According to Plaid's 2026 Fintech Predictions [4], this imbalance will persist in the short term. What else is coming? Read the whitepaper [4] where Plaid CEO Zach Perret, joined by Credit Product Lead Michelle Young and CTO Will Robinson, share their takes on where fintech is headed next.  You'll discover why: * Neobanks will launch via stablecoins instead of traditional banks * Lenders will focus more on fraud than delinquency * Conversational AI will become the default fintech UI * And more See what's next [4] 📱 BIG TECH & STARTUPS ELON MUSK WANTS TO BUILD AN AI SATELLITE FACTORY ON THE MOON (5 MINUTE READ) [5] Elon Musk has told employees at xAI that the company needs a factory on the moon to build AI satellites. These satellites will be launched into space using a massive catapult called a 'mass driver'. Musk plans to build a self-sustaining city on the moon as a steppingstone to Mars and beyond. SpaceX is preparing for an initial public offering that could come as early as June. MUSK'S XAI LOSES SECOND CO-FOUNDER IN TWO DAYS (2 MINUTE READ) [6] Jimmy Ba and Tony Wu, two of xAI's co-founders, have left the company. The departure comes as xAI faces regulatory probes in multiple jurisdictions across Europe, Asia, and the US regarding the company's Grok AI chatbot allowing the mass-creation and syndication of non-consensual, explicit images. These images were based on photos of real people, including children. xAI merged with SpaceX earlier this month. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY THE ISOMORPHIC LABS DRUG DESIGN ENGINE UNLOCKS A NEW FRONTIER BEYOND ALPHAFOLD (5 MINUTE READ) [7] The Isomorphic Labs Drug Design Engine (IsoDDE) is a unified computational drug-design system that progresses beyond AlphaFold 3 in its predictive accuracy. It introduces new capabilities that bridge the gap between structure prediction and real-world drug discovery. IsoDDe can predict small molecule binding affinities with accuracies that exceed gold-standard physics-based methods at a fraction of the time and cost. It offers a scalable foundation for AI drug design and represents a leap forward in accuracy and capability. SPACEX'S NEXT-GEN SUPER HEAVY BOOSTER ACES FOUR DAYS OF “CRYOPROOF” TESTING (4 MINUTE READ) [8] SpaceX's upgraded Super Heavy booster has completed cryogenic proof testing for the first time. The successful test moves engineers closer to launching the first test flight of an upgraded version of SpaceX's mega-rocket, Starship V3. SpaceX launched Starship V2 five times last year, but the first three test flights failed. SpaceX could be in position to launch the first Starship V3 test flight before the end of March. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K, FULLY REMOTE) [9] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [10]. MINIONS: STRIPE'S ONE-SHOT, END-TO-END CODING AGENTS (9 MINUTE READ) [11] Minions are coding agents that are built to one-shot tasks. Stripe merges over a thousand completely minion-generated pull requests each week. A typical minion run starts in a Slack message and ends in a pull request that passes CI and is ready for human review, with no interaction in between. This post shows how Stripe's engineers use minions and what they can do. CHROME 146 INCLUDES AN EARLY PREVIEW OF WEBMCP (2 MINUTE READ) [12] WebMCP lets agents query and execute services without browsing the web like a user. The web standard exposes structured tools for AI agents on existing websites to replace screen-scraping with robust, high-performance page interaction and knowledge retrieval. WebMCP lets agentic browsers know exactly how to interact with page features to support a user's experience. 🎁 MISCELLANEOUS HEURISTICS FOR LAB ROBOTICS, AND WHERE ITS FUTURE MAY GO (38 MINUTE READ) [13] It's very possible that lab robotics, cloud labs, and the like will not actually fundamentally alter the broader problems that drug discovery faces. Automation is meant to be a throughput multiplier. The technology will enable different experiments at a scale that would be impossible without automation. It will become rational to start doing the things that everyone already knows they should be doing but can't currently justify. AI IS GIVING YOU A PERSONALIZED INTERNET, BUT YOU HAVE NO SAY IN IT (10 MINUTE READ) [14] AI is personalizing the internet for everyone with tailored ads, bespoke advice, and unique product prices. There's typically no 'off' switch for these tools, giving users less say in things. Opting out is often complicated. The tech industry's strategy of forcing AI on users is at odds with feedback from many users. ⚡ QUICK LINKS I GUESS WE'RE DOING MOON FACTORIES NOW (4 MINUTE READ) [15] SpaceX has announced a renewed focus on lunar development, an endeavor that will require enormous resources to sustain, which means accelerating capitalism in space. THE SCIENTIST AND THE SIMULATOR (16 MINUTE READ) [16] Curing cancer, designing new materials, and solving energy will require AI that can interface with and predict the physical world. TOOLS VS. TREATIES (14 MINUTE READ) [17] The most effective governance works by changing the infrastructure rather than people's behavior. FACEBOOK ADDING AI PROFILE PICTURE ANIMATIONS AND STORY EDITING TOOLS (1 MINUTE READ) [18] Meta has added new editing tools that can animate profile pictures, create images for Facebook Stories and Memories, and animate the backgrounds to text posts. CHEAP DESIGN (7 MINUTE READ) [19] Design is now cheaper, but it isn't free - what matters now is understanding. WE JUST GOT A PEEK AT HOW CRAZY A WORLD WITH AI AGENTS MAY BE (12 MINUTE READ) [20] While OpenClaw as it exists today doesn't live up to the hype, it does provide a peek at what may be coming. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [27] & Stephen Flanders [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [30]. Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=5335656e-072c-11f1-9f4a-4b81c05989df&pt=campaign&t=1770808746&s=f5373c4b33e1f783332a8a48a813d3c1a95e9dd0ce6126233225284d81bad0e6 [4] https://plaid.com/fintech-predictions-2026-report/?utm_source=TLDR&utm_medium=PaidNewsletter&utm_campaign=TLDR_Paid_Newsletter_Ad_Buy&utm_content=FintechPredictions26_Report_Primary [5] https://links.tldrnewsletter.com/2h3Pdz [6] https://www.cnbc.com/2026/02/10/musks-xai-loses-second-co-founder-in-two-days-as-jimmy-ba-departs.html?utm_source=tldrnewsletter [7] https://www.isomorphiclabs.com/articles/the-isomorphic-labs-drug-design-engine-unlocks-a-new-frontier?utm_source=tldrnewsletter [8] https://arstechnica.com/space/2026/02/spacexs-starbase-is-coming-alive-again-after-a-lull-in-starship-testing/?utm_source=tldrnewsletter [9] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_source=tldrnewsletter [10] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e [11] https://stripe.dev/blog/minions-stripes-one-shot-end-to-end-coding-agents?utm_source=tldrnewsletter [12] https://threadreaderapp.com/thread/2020903127428313461.html?utm_source=tldrnewsletter [13] https://www.owlposting.com/p/heuristics-for-lab-robotics-and-where?utm_source=tldrnewsletter [14] https://links.tldrnewsletter.com/Rjwpbw [15] https://caseyhandmer.wordpress.com/2026/02/10/i-guess-were-doing-moon-factories-now/?utm_source=tldrnewsletter [16] https://www.latent.space/p/scientist-simulator?utm_source=tldrnewsletter [17] https://davegriffith.substack.com/p/tools-vs-treaties?utm_source=tldrnewsletter [18] https://www.macrumors.com/2026/02/10/facebook-ai-profile-animations/?utm_source=tldrnewsletter [19] https://dottedmag.net/blog/cheap-design/?utm_source=tldrnewsletter [20] https://secondthoughts.ai/p/clawdbot-and-moltbook?utm_source=tldrnewsletter [21] https://refer.tldr.tech/420aa5da/ [22] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [23] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [24] https://jobs.ashbyhq.com/tldr.tech [25] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [26] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [27] https://twitter.com/tldrdan [28] https://twitter.com/SteveFlanders22 [29] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [30] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=5335656e-072c-11f1-9f4a-4b81c05989df&pt=campaign&pv=4&spa=1770807680&t=1770808746&s=1418a607e7d9d997117830774dfc698e13d7f9e53fdb04cf8d5b1a5376e5f4d6

‘Savage’ marketing thrives on clever context and timing. Highlight why customers switch from competitors and make it visible on your homepage ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR MARKETING 2026-02-10 PLAID ADDS $382K IN PIPELINE WITH TLDR CAMPAIGN (SPONSOR) [4] Plaid achieved their best-performing direct buy to date, adding $382k in pipeline, earning 70 leads, and achieving 20.1x ROI. This case study breaks down their strategy, results, and example ads. Read the Plaid case study. [4] 📱 NEWS & TRENDS GOOGLE ADS NO LONGER RUNS ON KEYWORDS. IT RUNS ON INTENT (4 MINUTE READ) [5] Google Ads is shifting from keyword-based campaigns to an intent-first approach. Search now works like a conversation, with AI inferring user goals and showing ads based on problems users need solved, not the words they type. Campaigns should be organized around intent, with broad match, Performance Max, and AI Max used for AI-driven placements. Landing pages must explain why and how to use a product, while rich assets and first-party data help the system learn. The change affects eligibility and targeting. AI DOESN'T REDUCE WORK—IT INTENSIFIES IT (1 MINUTE READ) [6] AI can feel like a helpful partner, but it drives juggling multiple tasks, running parallel threads, and constant output checks. This creates cognitive load and exhaustion. Employees report high productivity but rapid fatigue and lost sleep. Researchers recommend structured AI practices to prevent burnout and separate real productivity gains from unsustainable intensity. 🚀 STRATEGIES & TACTICS RUDE MARKETING 101 (3 MINUTE READ) [7] ‘Savage' marketing thrives on clever context and timing. Highlight why customers switch from competitors and make it visible on your homepage. Use simple hacks like a direct follow link to boost social proof. Turn common fears or frustrations into humor that punches up without looking insecure. Humanize AI or exaggerate minor competitor missteps to create shareable moments. FLIPPED PHRASE COPYWRITING TECHNIQUE (2 MINUTE READ) [8] This technique turns familiar idioms or sayings into B2B ad headlines by swapping one word for its opposite. Start by generating a list of common phrases, then flip a key word to create a fresh, attention-grabbing twist. AI can help suggest options. Finally, pair the new headline with a CTA and brand logo. This approach makes ads feel familiar yet surprising. 🧑‍💻 RESOURCES & TOOLS AI DISCOVERY HAPPENS OFF YOUR SITE. AIROPS MAKES IT ACTIONABLE. (SPONSOR) [9] Most AI answers are shaped by third-party content you don't own—listicles, comparisons, niche publishers, and communities like Reddit. AirOps Offsite [9] turns offsite AI visibility into action by showing which sources matter, helping you land placements at scale, and measuring impact by topic and prompt. DISCOVER AIROPS OFFSITE [9] ABM: WHAT TO START, STOP, AND SCALE IN 2026 (WEBINAR) [10] ABM isn't a tactic, it's how enterprise customers actually buy. This webinar, on February 11, will cover which tools are worth using and how AI can speed processes without adding noise. Learn how to define audiences and buying groups and how to measure success when traditional lead metrics don't capture impact. Speakers include the CMO of Hightouch, the VP of Growth Marketing at Snowflake, and the Director of Growth Data Science at Ramp. AEO CHECKLIST (3 MINUTE READ) [11] Webflow built a practical 29-item AEO checklist to benchmark strengths, identify gaps, and prioritize what matters as AI search evolves. It can also be exported into a CSV file. AMAZON ENABLES COMMUNICATION BETWEEN ADS PLATFORM AND AI AGENTS (2 MINUTE READ) [12] Amazon is testing a new MCP Server that lets AI agents connect directly to its ads platform and turn simple prompts into full ad campaigns. The server translates natural language into structured campaign actions and reduces multi step workflows like account setup, reporting, and country expansion into single prompts. It supports AI platforms and works with custom AI agents, while staying compatible as Amazon APIs change. It also expands on an earlier Ads Agent tool that enabled conversational control inside the ads console. 🎁 MISCELLANEOUS SYNTHETIC PERSONAS FOR BETTER PROMPT TRACKING (6 MINUTE READ) [13] Synthetic personas simulate user behavior using real data to speed up AI prompt tracking. They solve the cold-start problem and reduce research time and costs by up to 70%. Teams can test concepts, explore micro-segments, and filter options before real validation. Each persona is built from job-to-be-done, constraints, decision criteria, and natural language to predict query behavior. They are a tool for exploration, not final decisions, and must be validated with real users to avoid bias and false confidence. WHY ANTHROPIC IS BETTING ON BEING THE LIKEABLE AI (3 MINUTE READ) [14] Anthropic is building Claude as a friendly, values-driven AI. It uses warm branding, public stances, and a focus on safety to contrast OpenAI's defensive, product-first image. The company's growth is powered by a strong enterprise strategy, including token-based pricing and specialized coding tools, which give it an edge in high-value markets. Trust and brand perception act as a multiplier, making Claude a safer choice for sensitive decisions. THE HIDDEN COST OF ONLY CHOOSING SHORT-TERM WINS (5 MINUTE READ) [15] In-house marketing often gets trapped between short-term wins and long-term strategy. However, framing them as opposites is a false choice. Performance marketing needs immediate results supported by brand and messaging developed over time. Lead gen benefits from both quick conversions and trust built over months. Social media drives instant engagement while cultivating loyalty over time. Balancing both ensures short-term actions support sustainable growth. ⚡ QUICK LINKS BEST AND WORST SUPER BOWL COMMERCIALS OF 2026 AS RATED BY EXPERTS (6 MINUTE READ) [16] A list of Super Bowl ads rated from A (ie. Levi's, Anthropic) to F (ie. Coinbase, ai.com). WHY LOW FREQUENCY LOOKS EFFICIENT, AND WHY IT'S FAILING IN STREAMING (2 MINUTE READ) [17] Low frequency streaming looks efficient because of past brand conditioning, but capping frequency erodes memory and hurts performance. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ce334630-065c-11f1-9681-3753f2620cb6&pt=campaign&t=1770725750&s=b106088cfda95d47ef32c72c998e4d1c2be8a3be059295b5a1848e3fefe43356 [4] https://advertise.tldr.tech/case-studies/plaid-adds-382k-in-pipeline-with-tldr-campaign-their-best-direct-buy-yet//?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=primary02102026 [5] https://searchengineland.com/google-ads-intent-not-keywords-468271?utm_source=tldrmarketing [6] https://simonwillison.net/2026/Feb/9/ai-intensifies-work/?utm_source=tldrmarketing [7] https://www.marketingideas.com/p/im-giving-you-permission-to-be-rude?utm_source=tldrmarketing [8] https://www.linkedin.com/posts/shlomogenchin_how-i-write-flipped-phrase-headlines-in-3-ugcPost-7426571933338587136-QYVY?utm_source=tldrmarketing [9] https://www.airops.com/solution/offsite?utm_source=tldr&utm_medium=paid-newsletter&utm_campaign=NA_en_ProdMkt_MOF_WV_Offsite-Launch_Q1-2026 [10] https://app.zuddl.com/exitfive/p/a/event/f9675428-cb10-49a7-8c7c-a5265130a6a9?utm_source=tldrmarketing [11] https://webflow.com/resources/aeo-checklist?utm_source=tldrmarketing [12] https://www.marketingdive.com/news/amazon-enables-communication-between-ads-platform-and-ai-agents/811566/?utm_source=tldrmarketing [13] https://www.growth-memo.com/p/synthetic-personas-for-better-prompt?utm_source=tldrmarketing [14] https://embeddedbrandstrategy.substack.com/p/why-anthropic-is-betting-on-being?utm_source=tldrmarketing [15] https://newsletter.aroundthebonfire.com/p/heated-rivalry-short-term-versus?utm_source=tldrmarketing [16] https://www.cbsnews.com/amp/news/best-worst-super-bowl-commercials-2026/?utm_source=tldrmarketing [17] https://www.warc.com/content/feed/why-low-frequency-looks-efficient-and-why-its-failing-in-streaming/en-GB/11323?utm_source=tldrmarketing [18] https://refer.tldr.tech/eb173905/5 [19] https://hub.sparklp.co/sub_dde87fb1813a/5 [20] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [21] https://jobs.ashbyhq.com/tldr.tech [22] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [23] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [24] https://www.linkedin.com/in/alikoh/ [25] https://www.linkedin.com/in/maddisalmon/ [26] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [27] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=ce334630-065c-11f1-9681-3753f2620cb6&pt=campaign&pv=4&spa=1770724901&t=1770725750&s=0aab997a13d0fd9538f67c9be4fc791f2e5694ae1ac0568c4f85915f8bf35739

Sam Altman told employees on Friday that ChatGPT is back to exceeding 10% monthly growth. The company is preparing to launch an updated Chat model ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Timeline] [4] TLDR 2026-02-10 IMPROVED STRENGTH FOR ALL SEASONS (SPONSOR) [4] Aging starts in your 30s as mitochondria in the cells break down. Since these cellular batteries are responsible for 90% of the body's energy, you may feel this decline in the form of fatigue and muscle weakness. Mitopure® [4] is a clinically backed supplement to support mitochondrial function and healthy aging. This longevity breakthrough tackles the root cause of aging at the foundation by directly renewing your cellular energy centers. The result is increased muscle strength, even without a change in exercise. Start your journey to improved strength and vitality today with 40% off Mitopure, while supplies last. Get 40% off [4] 📱 BIG TECH & STARTUPS SAM ALTMAN TOUTS CHATGPT'S REACCELERATING GROWTH TO EMPLOYEES AS OPENAI CLOSES IN ON $100 BILLION FUNDING (3 MINUTE READ) [5] Sam Altman told employees on Friday that ChatGPT is back to exceeding 10% monthly growth. The company is preparing to launch an updated Chat model this week. OpenAI has officially begun testing ads within ChatGPT. The company expects ads to make up less than half of its revenue long term. Fundraising talks are expected to heat up over the next two weeks. AIRPODS PRO 4 COULD FEATURE CAMERAS TO 'SEE AROUND YOU' (2 MINUTE READ) [6] The next AirPods Pro will be able to see its surroundings to provide hand gesture recognition and create an enhanced spatial audio experience with the Apple Vision Pro headset. They will be released at the same $249 price as the current model. Apple tends to wait around three years to make major changes to AirPods, so it is unclear whether the company plans to release a new high-end version of the AirPods Pro 3 or a full-fledged AirPods Pro 4. All AirPods announcements so far have been made at Apple's annual iPhone event in September. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WHY WOULD ELON MUSK PIVOT FROM MARS TO THE MOON ALL OF A SUDDEN? (6 MINUTE READ) [7] SpaceX is pivoting its focus from building a settlement on Mars to building a 'self-growing' city on the Moon. Elon Musk says that a Moon settlement could be achieved in less than 10 years, whereas Mars would take more than 20 years. SpaceX was founded with the original goal of settling Mars. However, focusing on the Moon, SpaceX is making a decision that benefits NASA and the US. DECODING CHINA'S NEW SPACE PHILOSOPHY (4 MINUTE READ) [8] China recently released a plan that lays out its priorities for 2026 through 2030 that contains plenty of ambitious goals for the space sector. The country plans to harvest water from space in the not-too-distant future, with the next five years focused on tech demos on things like robot drills and in-orbit processing. China's plans mention building gigawatt-level space digital infrastructure. It also has the beginnings of a new space tourism industry. 💻 PROGRAMMING, DESIGN & DATA SCIENCE FRONT-END AND BACK-END SILOS KILLING YOUR UX? (SPONSOR) [9] You know there's a UX problem. But what's causing it? In this Datadog eBook [9], you'll get practical steps for getting answers end-to-end observability. Learn how to identify performance bottlenecks and solve UX issues without slogging through tedious manual investigations. Get the eBook [9] WRITE-ONLY CODE (12 MINUTE READ) [10] We are moving toward a future where a large amount of production code will never be read by a human. This Write-Only Code future will happen when software production scales beyond human attention. The organizations that will succeed in this transition will be the ones that invest early in new primitives for trust, accountability, and control. Refusing to adapt will ensure adaptation happens accidentally, under pressure, and without intent. OPUS 4.6, CODEX 5.3, AND THE POST-BENCHMARK ERA (10 MINUTE READ) [11] OpenAI and Anthropic both recently unveiled the next iterations of their coding assistants. Benchmarks are getting less and less meaningful as coding assistants get better. Over time, the industry will develop better ways of articulating the differences in agentic models, but for now, people will have to experience them for themselves, or read other people's experiences about them, to track frontier models. Consistent testing and clear articulation will be the only way to monitor the pace of progress in agentic capabilities in the near future. 🎁 MISCELLANEOUS MEET THE ONE WOMAN ANTHROPIC TRUSTS TO TEACH AI MORALS (15 MINUTE READ) [12] Amanda Askell is the resident philosopher at Anthropic. She spends her days learning reasoning patterns and talking to the model to build its personality and address misfires. Her role's aim is to endow Claude with a sense of morality. She's training Claude to detect the difference between right and wrong while imbuing it with unique personality traits. REDDIT SAYS 80 MILLION PEOPLE NOW USE ITS SEARCH WEEKLY (3 MINUTE READ) [13] 80 million people are now using Reddit search every week after Reddit merged its core search with its AI-powered Reddit Answers. People are now starting and completing searches on the platform without ever touching Google. Reddit is now the most-cited source in AI-generated answers. The company sees AI summaries as an opportunity to move users into Reddit communities, where they can read discussions, ask follow-up questions, and participate. ⚡ QUICK LINKS TLDR IS HIRING A CURATOR FOR TLDR IT! (TLDR CURATOR, ~5 HRS/WEEK) We are launching a brand new newsletter covering IT and enterprise tech. If you are an IT leader interested in writing for us, please send your resume or LinkedIn to itcurator@tldr.tech! OF COURSE THEY'RE PUTTING ADS IN AI (14 MINUTE READ) [14] Ads are the best way to bring a service on the internet to the largest possible number of consumers. ELON MUSK'S GO-TO BANKER IS BACK IN ACTION FOR THE SPACEX IPO (3 MINUTE READ) [15] Michael Grimes has rejoined Morgan Stanley as chairman of investment banking after leaving a year ago to take a role leading the Commerce Department's Investment Accelerator. OPENAI STARTS TESTING ADS IN CHATGPT (2 MINUTE READ) [16] ChatGPT Free and Go users will start seeing ads based on their topic of conversation, prior chats, and previous interaction with ads. GOOGLE: ACTUALLY, AI HASN'T HURT SEARCH AT ALL. IN FACT, IT'S ACCELERATING IT (5 MINUTE READ) [17] Google Search revenue growth accelerated every single quarter in 2025. STRIPE VALUATION SET TO HIT $140 BILLION IN NEW TENDER OFFER (2 MINUTE READ) [18] Stripe has set up frequent tenders since 2024 to let employees sell shares without going public. THE HIDDEN DANGER OF SHIPPING FAST (11 MINUTE READ) [19] Make announcements for major features and let the rest be quietly excellent. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [20] Track your referrals here. [21] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [22]. Want to work at TLDR? 💼 APPLY HERE [23], CREATE YOUR OWN ROLE [24] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [25] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [26] & Stephen Flanders [27] Manage your subscriptions [28] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [29]. _DISCLAIMER: __*500mg Mitopure® have been shown to (1) induce gene expression related to mitochondria function and metabolism and (2) increase the strength of the hamstring leg muscle in measures of knee extension and flexion after 4 months in overweight 40-65 year olds._ Links: ------ [1] https://tldr.tech/signup?utm_source=tldr [2] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=fee13d14-0661-11f1-b38a-07179a7a39fb&pt=campaign&t=1770722334&s=d3e3726ae3c36aa652812194e53cd5c72a13dfbff5319537bc7c30fac5fdfecd [4] https://www.timeline.com/promotions/6-reasons-why-tldr-feb?utm_source=TLDR&utm_medium=Newsletter&utm_campaign=EmailPartnerships&utm_term=TOF&utm_content=Nutrition [5] https://www.cnbc.com/2026/02/09/sam-altman-touts-chatgpt-growth-as-openai-nears-100-billion-funding.html?utm_source=tldrnewsletter [6] https://www.macrumors.com/2026/02/09/airpods-pro-4-could-feature-cameras-to-see-around-you/?utm_source=tldrnewsletter [7] https://arstechnica.com/space/2026/02/has-elon-musk-given-up-on-mars/?utm_source=tldrnewsletter [8] https://www.universetoday.com/articles/decoding-chinas-new-space-philosophy?utm_source=tldrnewsletter [9] https://www.datadoghq.com/resources/end-to-end-observability-benefits-ebook/?utm_source=tldrnewsletter&utm_medium=newsletter&utm_campaign=dg-coreplatform-ww-end-to-end-observability-tldr [10] https://www.heavybit.com/library/article/write-only-code?utm_source=tldrnewsletter [11] https://www.interconnects.ai/p/opus-46-vs-codex-53?utm_source=tldrnewsletter [12] https://links.tldrnewsletter.com/kqtCJc [13] https://searchengineland.com/reddit-search-80-million-people-468598?utm_source=tldrnewsletter [14] https://www.a16z.news/p/of-course-theyre-putting-ads-in-ai?utm_source=tldrnewsletter [15] https://links.tldrnewsletter.com/mKCx8b [16] https://www.nbcnews.com/tech/internet/openai-starts-testing-ads-chatgpt-rcna258242?utm_source=tldrnewsletter [17] https://www.saastr.com/google-actually-ai-hasnt-hurt-search-at-all-in-fact-its-accelerating-it/?utm_source=tldrnewsletter [18] https://links.tldrnewsletter.com/A05jyj [19] https://newsletter.posthog.com/p/the-hidden-danger-of-shipping-fast?utm_source=tldrnewsletter [20] https://refer.tldr.tech/420aa5da/ [21] https://hub.sparklp.co/sub_ca63ccdcaf10/1 [22] https://advertise.tldr.tech/?utm_source=tldr&utm_medium=newsletter&utm_campaign=advertisecta [23] https://jobs.ashbyhq.com/tldr.tech [24] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [25] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [26] https://twitter.com/tldrdan [27] https://twitter.com/SteveFlanders22 [28] https://tldr.tech/tech/manage?email=m%40email.gomodulr.com [29] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=08a295ba-fe05-11f0-b951-c77239d44a82&p=fee13d14-0661-11f1-b38a-07179a7a39fb&pt=campaign&pv=4&spa=1770721299&t=1770722334&s=fbee8bd1cdce3403d0ca371a80f44b2b863f85405162512d1e27003732b534a6

Growth engineers are a hybrid of growth marketer and engineer. They think less about running experiments and more about building the infrastructure ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [A.Team] [4] TLDR MARKETING 2026-02-09 THE CHAOS OF BRAND, CONSUMER, CULTURAL, AND RETAIL DATA IS KILLING YOUR SPEED. YOUR TEAMS WASTE WEEKS HUNTING INSIGHTS THAT SHOULD TAKE MINUTES (SPONSOR) [4] A.Team builds agentic INTELLIGENCE that compresses two weeks of analysis into 9 minutes. We unify fragmented data into a single SELF-IMPROVING SYSTEM that embeds in your existing tools and learns from every campaign decision. 48 hours to first insight. 90 days to measured value. Forward-deployed engineers train and operate it inside your environment. Intelligence that compounds over time. You own the IP. Ready to turn chaos into speed? Talk to A.Team [4]. 📱 NEWS & TRENDS HOW YOUTUBE IS TAKING SUPER BOWL ADS BEYOND A 30-SECOND PLAY (3 MINUTE READ) [5] YouTube is expanding Super Bowl advertising beyond traditional 30-second spots by surrounding the event with creator-driven content and live activations. The platform leverages creator partnerships, pre-game events like a flag football game, and sponsorship packages to embed brands into cultural moments. AI-powered campaigns help advertisers reach new audiences, while AdBlitz amplifies exposure, with 45% of viewers seeing content only on YouTube. AMAZON'S ADS ARE PAYING OFF. WHAT ITS AI SPENDING DELIVERS IS LESS CERTAIN (3 MINUTE READ) [6] Amazon's ad business is growing despite heavy AI spending, raising questions about future returns. Q4 revenue rose 14% to $213.4B, ad revenue grew 22% to $21.3B, and AWS sales increased 24% to $35.6B. Prime Video now has 315M ad-supported viewers, up from 200M, and Thursday Night Football averaged 15M viewers per game, up 16%. Capital spending in 2026 is planned at $200B, about 50% higher than last year, while profit per dollar remains lower than rivals. 🚀 STRATEGIES & TACTICS A MODEL FOR BUILDING STRONG BRANDS IN THE INTENT ECONOMY (10 MINUTE READ) [7] The intent economy is a system where marketing responds directly to real-time consumer intent instead of relying on assumptions or campaigns. AI detects needs, acts immediately, and learns from every interaction. The four-part model starts with relevance, which ensures a product is considered. Distinctiveness makes it noticed. Differentiation provides a reason to choose it. Default makes it the automatic choice and allows continuous optimization. HOW TO AUTOMATE YOUR RE-ENGAGEMENT AND SUNSET EFFORTS (1 MINUTE READ) [8] First, set up a subscriber lifecycle automation to check in at key intervals, like 90, 180, 270, and 365 days. Add personalization over time. Second, implement a sunset policy that automatically unsubscribes contacts who show no engagement. Together, these steps protect deliverability, recover potential revenue from partially engaged users, and remove the burden of manual list management. 🧑‍💻 RESOURCES & TOOLS BUILD YOUR AI RESEARCH AGENT FOR DAILY INSIGHTS (WEBINAR) [9] In this webinar, the host will show how to use his "research agent stack". It deploys Deep Research to gather massive amounts of web data, then funnels it into NotebookLM to create a hallucination-free knowledge base. The process allows you to turn thousands of pages of research into instant briefings, podcasts, or "voice style guides" in one click. The free event will take place on February 13 at 9 AM PT. I FIRED MY TEAM AND HIRED CLAUDE OPUS 4.6 (9 MINUTE READ) [10] This guide teaches how to use Claude Opus 4.6 to automate workflows by combining Skills, Cowork, and Plugins. Skills let you document processes once and have Claude follow them consistently. Cowork connects Claude to files, apps, and multi-step tasks, while Plugins bundle Skills with tool integrations and slash commands. The guide covers building Skills without code, applying them across content and visualization tasks, leveraging pre-built libraries, and creating custom plugins to scale team output efficiently. 3 PERFORMANCE MAX UPDATES FOR 2026 (2 MINUTE READ) [11] Experiments let advertisers test PMax against other campaign types, final URL expansion, or measure incremental gains with Uplift tests. Data Exclusions now allows blocking specific audiences, including customer match and remarketing lists, from seeing ads. Product Overlap identifies Shopping campaign conflicts, helping advertisers optimize performance and exclude underperforming products. 🎁 MISCELLANEOUS GROWTH ENGINEER IS THE NEW GROWTH MARKETER (3 MINUTE READ) [12] Growth engineers are a hybrid of growth marketer and engineer. They think less about running experiments and more about building the infrastructure that enables those experiments. AI tools enable teams to execute independently, accelerating iteration as software build costs fall. Canva's programmatic SEO templates illustrate this scale, and companies like Ramp are already hiring for this hybrid role. HOW SPOTIFY HACKED FACEBOOK (3 MINUTE READ) [13] In 2011, Facebook's Open Graph let apps automatically share user activity on friends' feeds. Spotify leveraged this by connecting listens to Facebook, turning each play into a discovery loop that drove millions of new users. It increased engagement and boosted paid subscriptions fivefold in under two years. Many apps that relied solely on virality, like SocialCam and Viddy, collapsed when Facebook limited auto-sharing. Sustainable growth depends on both platform tailwinds and core product value. ⚡ QUICK LINKS IT JUST GOT EASIER FOR CLAUDE TO CHECK IN ON YOUR WORDPRESS SITE (1 MINUTE READ) [14] A new Claude connector lets site owners securely share backend CMS data with read only access so Claude can analyze content without editing anything. AI HALLUCINATIONS, ERRORS, AND ACCURACY: WHAT THE DATA SHOWS (10 MINUTE READ) [15] 47% of marketers face AI errors weekly, and over 70% spend 1-5 hours fact-checking. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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SpaceX may be considering building a mobile device designed to connect directly to the Starlink satellite constellation ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-02-09 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS SPACEX IS EXPLORING A “STARLINK PHONE” FOR DIRECT-TO-DEVICE INTERNET SERVICES (1 MINUTE READ) [9] SpaceX may be considering building a mobile device designed to connect directly to the Starlink satellite constellation. Elon Musk has acknowledged the idea of a potential mobile device, saying that a Starlink phone isn't out of the question. Starlink has become SpaceX's dominant commercial business, generating about $8 billion in profit last year. The company currently serves over 9 million users worldwide with more than 9,500 Starlink satellites. APPLE PREPARES TO KICK OFF 2026 WITH THE IPHONE 17E, NEW IPADS, AND MACS (14 MINUTE READ) [10] Apple plans to release a slew of products over the next several weeks. The iPhone 17e is set to launch imminently at $599, and updated iPads with Apple Intelligence will be coming soon. There are also several Macs coming shortly, including new 14-inch and 16-inch MacBook Pros, a new MacBook Air with an M5 processor, and upgraded Mac Studio desktops. Apple is launching a new low-cost MacBook in the first half of the year designed to compete with less expensive Windows laptops and Chromebooks. Other releases later in the year include iOS 26.4, Apple's first foldable iPhone, a MacBook Pro with an OLED screen and touch support, and the iPhone 18 Pro and Pro Max. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY SPACEX DELAYS MARS PLANS TO FOCUS ON MOON (3 MINUTE READ) [11] SpaceX will delay a mission to Mars planned for this year to instead focus on a long-promised lunar voyage for NASA. The company is targeting March 2027 for a lunar landing without humans on board. Before heading to the Moon, SpaceX will need to demonstrate that Starship can be frequently launched and refuel while in orbit. Blue Origin is pushing to beat SpaceX to the moon with its own moon-landing system. It has paused its suborbital tourism business to also focus on lunar efforts. TO REUSE OR NOT REUSE—THE ETERNAL DEBATE OF NEW GLENN'S SECOND STAGE REIGNITES (3 MINUTE READ) [12] Blue Origin engineers have been debating for over 15 years whether the upper stage of New Glenn should be fully reusable or to ruthlessly cut its manufacturing costs. A new job posting for a director of upper stage development suggests that the debate may be swinging back toward reusing the upper stage. With the planned upgrade to New Glenn, an upper stage may cost around $100 million to manufacture, putting pressure on the company to find a pathway to reuse. Upper stage reuse is still a new field, so the new director has their work cut out for them. 💻 PROGRAMMING, DESIGN & DATA SCIENCE STOP CREDENTIAL STUFFING ATTACKS FOR FREE (SPONSOR) [13] Clerk's new Client Trust feature detects and blocks automated login attempts out of the box. No config, no extra cost. SOFTWARE FACTORIES AND THE AGENTIC MOMENT (6 MINUTE READ) [14] The Agentic Moment has profoundly changed the economics of software. Creating high-fidelity clones of SaaS applications was always possible, but not economically feasible. These clones can be used to validate at volumes and rates that far exceed production limits and allow for the testing of failure modes that would be dangerous or impossible against live services. This is handy when developing tests for software factories, non-interactive development environments where specs and scenarios drive agents that write code, run harnesses, and converge without human review. VOUCH (GITHUB REPO) [15] Vouch is a community trust management system. It requires people to be vouched for before they can interact with certain parts of a project. People can be explicitly denounced to block them from interacting with a project. The implementation can be used for any project on any code forge. Vouch lists can be configured to read other projects' lists of vouched or denounced users, so projects with shared values can share their trust decisions with each other. 🎁 MISCELLANEOUS END GAME PLAY (8 MINUTE READ) [16] The opening has been engineered out. However, the endgame is still an unknown playing field. Elon Musk skips the middlegame, and it works - SpaceX and Tesla are examples of terminal endgame reasoning. Endgame play is a symptom of simulation: Musk simulates forward and treats everything between here and the terminal state as bottleneck. However, it's important not to confuse simulating an endgame with arriving at one. The ability to model the terminal state doesn't mean that the terminal state is close. THE ANTHROPIC HIVE MIND (16 MINUTE READ) [17] Anthropic's employees often describe it as a hive mind entirely run on vibes. There is a lot of chaos, and it is not run like any other company of its size. Anthropic has yet to bother with becoming 'professional', yet it is clearly in the middle of a Golden Age. Organizations reflect their leaders, so this chaos is likely intentional. ⚡ QUICK LINKS TLDR IS HIRING A CURATOR FOR TLDR IT! (TLDR CURATOR, ~5 HRS/WEEK) We are launching a brand new newsletter covering IT and enterprise tech. If you are an IT leader interested in writing for us, please send your resume or LinkedIn to itcurator@tldr.tech! CLAUDE: SPEED UP RESPONSES WITH FAST MODE (1 MINUTE READ) [18] Claude's new fast mode, currently in research preview, is 2.5 times faster, but costs 6 times the normal price. CLOUDED JUDGEMENT 2.6.26 - SOFTWARE IS DEAD...AGAIN...FOR REAL THIS TIME...MAYBE? (18 MINUTE READ) [19] The markets are underestimating the moat that SaaS companies have in the short term, but in the long term, agents will create a ton of disruption. EIGHT MORE MONTHS OF AGENTS (9 MINUTE READ) [20] The best software for an agent is whatever is best for a programmer. LIFE AT THE EDGE (17 MINUTE READ) [21] A lot of the computation for basic AI functions will happen on users' devices in the future. YOU'RE NOT TAKING ON ENOUGH TECH DEBT (5 MINUTE READ) [22] The cost of servicing tech debt will drop in time because of AI, so developers are better off taking on more tech debt in projects on the bet that LLMs will clean up the debt in the future. WHY TOKENS CAN'T COMPOUND (13 MINUTE READ) [23] Today's crypto networks pass value through instead of compounding it, but once someone figures out how to retain and reinvest value the way a great business does, tokens will become equity in all but name. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [24] Track your referrals here. [25] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [26]. Want to work at TLDR? 💼 APPLY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [29] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [30] & Stephen Flanders [31] Manage your subscriptions [32] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [33]. 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AI agents that can take real actions for users are arriving fast, but current open source tools like OpenClaw are powerful and unsafe ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Superside] [4] TLDR MARKETING 2026-02-06 WHY MOST MARKETERS ARE SHIPPING CREATIVES THEY HATE (SPONSOR) [4] The typical design process is a hot mess. A new study by Superside [4] - featuring experts from Shopify, Twilio, and Cloudfare, and based on 100+ hours of interviews and research - reveals: → Only 17.6% of marketers are "very satisfied" with their current creative process. → 60% of marketers never share performance metrics with their designers. →: Misalignment leads to "low impact, high effort" work. Wasted hours on assets that don't drive KPIs. Get the guide [5] to learn how to break this cycle, and deliver work you can be proud of. Download your copy now [5] 📱 NEWS & TRENDS THE OPENCLAW MOMENT: WHAT THE VIRAL AI AGENT MEANS FOR BUSINESS OWNERS (5 MINUTE READ) [6] AI agents that can take real actions for users are arriving fast, but current open source tools like OpenClaw are powerful and unsafe for business use today. OpenClaw runs on a local computer and can read email, contact vendors, and make purchases. Security reviews have discovered major risks, including plaintext credential storage, a remote code execution flaw, 341 malicious plugins, and 506 prompt injection attacks inside one agent social network. Businesses should avoid using it now, but expect managed and secured agent platforms within 6 to 24 months as the market moves from chat answers t..o automated task execution. WINTER OLYMPICS PROVIDES PLATFORM FOR BRANDS TO ELEVATE THEIR GLOBAL STATUS (2 MINUTE READ) [7] The Winter Olympics gives brands a rare chance to reach global audiences at scale and boost credibility through sports association. Research shows 57% of Italians link sporting events to greater brand credibility, while 56% of US viewers and 52% of Canadian viewers are more likely to notice brands that advertise in sports. Standing out remains difficult since Coca-Cola was the only Paris 2024 sponsor to achieve double-digit unprompted awareness at 21%, while the average sponsor scored 4%. Luxury and fashion brands use athlete partnerships and team outfitting to build lifestyle relevance. The event supports the shift in luxury toward experience, wellness, and emotional value instead of product focus. 🚀 STRATEGIES & TACTICS WHAT MAKES PEOPLE LIKE VIDEO ADS (3 MINUTE READ) [8] Video ads perform best when they start with strong emotion and end with clear logic and solution-focused information. Researchers scanned the brains of 113 people and found that ads people liked most used empathy-driven stories, relevant narration, dialogue, captions, music, and dynamic visuals that engage both sight and hearing. The first 10 seconds had the highest impact on ad liking, and ads that pushed heavy numerical details reduced positive response. Emotional appeals work better for high-priced products, while rational messages work better for low-priced products. Product evaluation cues increased ad liking, while math-related or number-heavy messaging lowered it. HOW TO HELP SEARCH VISIBILITY (2 MINUTE READ) [9] Google AI Overviews often surface old forum complaints as if they're fact. This turns minority opinions into perceived consensus and skews brand perception negatively. Reddit and Quora threads rise in prominence, resolved issues resurface, and “pros vs cons” summaries amplify engagement-driven negativity. To manage this, brands should monitor forums for trending threads and create clear authoritative content for AI to cite. Respond thoughtfully where criticism appears, and track AI visibility to ensure the narrative reflects their brand accurately rather than outdated complaints. A MODERN APPROACH TO VALENTINE'S DAY MARKETING (5 MINUTE READ) [10] Consumer behavior around Valentine's Day has shifted away from purely romantic gifting toward self-purchase and low-pressure participation. Younger audiences in particular respond to humor and anti-Valentine's messaging that acknowledges breakups, loneliness, or indifference to the holiday. Earn attention by going beyond the mainstream pink hearts and red roses approach. 🧑‍💻 RESOURCES & TOOLS 40% OF ALL AI CITATIONS ARE PAID CONTENT. ACTIVATE THEM WITH EVERTUNE (SPONSOR) [11] Do you know how to shape AI recommendations? With EVERTUNE, you get a prioritized list of sites that influence AI — and with Partner Connect [11], you can target high-influence websites in your category through impact.com or PartnerStack. Activate your brand [11] to show up more often in AI answers. EMAIL DESIGN TRENDS FOR 2026 (16 MINUTE READ) [12] Emails today are about trust and control. AI-driven personalization swaps first-name tokens for behavior-based content. Modular layouts and predictive send times make emails feel relevant. Interactive elements like polls, carousels, and gamified offers increase clicks. Ethical practices shape visuals with minimalism and natural colors. Mobile-first design uses single-column layouts and key info above the fold. Micro-animations guide attention without slowing load times. SPOTIFY VENTURES INTO PHYSICAL BOOK SALES, ADDS NEW AUDIOBOOK FEATURES (3 MINUTE READ) [13] Spotify now lets users in the US and UK buy physical books through its app via Bookshop.org. The company earns affiliate fees while supporting independent bookstores. Spotify is also rolling out Page Match, which lets users scan a page to jump to the exact spot in an audiobook. Audiobook Recaps are coming to Android too, offering quick summaries based on where listeners left off. 🎁 MISCELLANEOUS WHAT IS A LIFE OF NONSTOP ADS DOING TO OUR MINDS? (6 MINUTE READ) [14] Advertising has evolved from a cultural artifact into a constant behavioral intrusion, appearing across entertainment, transportation, communication, and private moments. Scale and repetition, instead of relevance or creativity, now drive effectiveness in the attention economy. This shift prioritizes extraction of human focus over meaningful engagement, with measurable emotional and cognitive costs. Regaining agency in this context requires actively choosing how time and mental energy are spent rather than reacting to interruption. WHAT FACEBOOK'S NEW LINK RULES MEAN FOR YOUR 2026 STRATEGY (8 MINUTE READ) [15] Meta is testing strict link limits for non-verified professional Facebook accounts, effectively throttling reach rather than blocking posts outright. The move creates a clear pay-to-distribute dynamic, pushing marketers toward Meta Verified subscriptions or alternative traffic paths like comments and Stories. With the changes, ads and inbox-driven strategies become more predictable sources of traffic than organic posts. ⚡ QUICK LINKS SAM ALTMAN GOT EXCEPTIONALLY TESTY OVER CLAUDE SUPER BOWL ADS (3 MINUTE READ) [16] A series of Super Bowl ads from Anthropic mocked ad-supported AI chats, directly targeting OpenAI after its announcement that ads are coming to ChatGPT's free tier. HOW TO NOT GET YOUR NEWSLETTER CLIPPED IN GMAIL (1 MINUTE READ) [17] Avoid getting your newsletter clipped in Gmail by keeping emails under 102kb and trimming design elements. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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Anthropic's latest version of Opus features Agent Teams, teams of agents that can split larger tasks into segmented jobs ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [TLDR] [4] TLDR 2026-02-06 TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K, FULLY REMOTE) [4] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [4]. 📱 BIG TECH & STARTUPS ANTHROPIC RELEASES OPUS 4.6 WITH NEW ‘AGENT TEAMS' (2 MINUTE READ) [5] Anthropic's latest version of Opus features Agent Teams, teams of agents that can split larger tasks into segmented jobs. It also comes with a one-million-token context window, allowing for the processing of larger documents. The segmenting of agent responsibilities allows them to coordinate work in parallel to complete tasks faster. Agent Teams is currently available in a research preview for API users and subscribers. OPENAI UNVEILS FRONTIER, A PRODUCT FOR BUILDING ‘AI CO-WORKERS' (3 MINUTE READ) [6] OpenAI Frontier is a new AI platform for building, deploying, and overseeing AI agents. It makes it easier for businesses to combine sources of data that agents need to perform tasks. The agents act as co-workers that can collaborate with humans and can be used alongside agents developed by other labs. Frontier is currently available to a limited set of customers. OpenAI has yet to disclose prices for the feature. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY INSIDE ELON MUSK'S $1.25 TRILLION AI AND SPACE MEGAMERGER (8 MINUTE READ) [7] SpaceX and xAI signed a merger agreement at the end of last month. Merging the two companies is a level of risk-taking and ambition that is novel even for Elon Musk. It is a bet on Musk's plan for the convergence of AI and space - a wager on unproven technology deployed at a vast scale. SpaceX representatives have confirmed that the company plans to go public this summer. CHINA IS RUNNING THE EV PLAYBOOK ON HUMANOID ROBOTS — AND IT'S WORKING (5 MINUTE READ) [8] Nearly 90% of all humanoid robots sold globally last year were Chinese. The humanoid robot industry is still in its infancy, but China's progress will potentially lock it into a commanding position. Its early advantage is due to a combination of policy support, public investment, a mature supply chain, and advancements made in AI software and hardware. The global market for humanoid robots in 2035 is estimated to grow to $38 billion. 💻 PROGRAMMING, DESIGN & DATA SCIENCE INTRODUCING GPT-5.3-CODEX (12 MINUTE READ) [9] GPT-5.3-Codex is OpenAI's most capable agentic coding model to date. It advances both the frontier coding performance of GPT-5.2-Codex and the reasoning and professional knowledge capabilities of GPT-5.2 while being 25% faster. The model can take on long-running tasks that involve research, tool use, and complex execution. Developers can steer and interact with the model while it's working without losing context. MY AI ADOPTION JOURNEY (14 MINUTE READ) [10] Mitchell Hashimoto, a developer who co-founded HashiCorp, has reached a point where he is having success with modern AI tooling. His approach uses a proper, measured view grounded in reality. This post shares Hashimoto's approach to navigating these new tools and gives a glimpse into how he approaches new tools in general, regardless of AI. Hashimoto is a software craftsman who just wants to build stuff for the love of the game, so it doesn't matter to him whether AI is here to stay. 🎁 MISCELLANEOUS GOOGLE HINTS AT BIG AIRDROP EXPANSION FOR ANDROID “VERY SOON” (2 MINUTE READ) [11] Google is expanding AirDrop support to the rest of the Android ecosystem this year. Currently, only Google Pixel 10 devices can initiate an AirDrop session with Apple devices. AirDrop support allows Android devices to send files to Apple devices without downloading third-party apps. Google tends to time its Android ecosystem updates with Pixel Drops, and the next one of those is expected in March. DEATH OF SOFTWARE. NAH (13 MINUTE READ) [12] Wall Street tends to run in herds, and the past couple of weeks have seen the herd collectively conclude that software is somehow dead. This is nonsense. There will be more software than ever before. AI-enabled or AI-centric software is simply moving up the stack of what a product is. Domain experience will become more important than it is today because every domain will become vastly more sophisticated than it is now. ⚡ QUICK LINKS TIM COOK TEASES NEW PRODUCT CATEGORIES AND SERVICES ENABLED BY AI (2 MINUTE READ) [13] Apple glasses are rumored to be unveiled this year, and the new Apple Health+ service is expected to arrive in iOS 27 with AI at the center. TELEPORTING INTO THE FUTURE AND ROBBING YOURSELF OF RETIREMENT PROJECTS (5 MINUTE READ) [14] AI enables developers to start doing the projects they've been putting off for the future. NASA CHANGES ITS MIND, WILL ALLOW ARTEMIS ASTRONAUTS TO TAKE IPHONES TO THE MOON (2 MINUTE READ) [15] NASA Administrator Jared Isaacman has told his team to challenge NASA's bloated requirements to ensure they are still needed today. AMAZON'S $200 BILLION SPENDING PLAN RAISES STAKES IN AI RACE (7 MINUTE READ) [16] Investors are worried that the hundreds of billions of dollars spent on AI data centers will take years to pay off. SPACEX SEEKS EARLY INDEX ENTRY AS IT PREPARES MASSIVE IPO (4 MINUTE READ) [17] SpaceX advisers have reached out to major index providers to discuss whether SpaceX could join key indexes sooner than normal. ELON MUSK - "IN 36 MONTHS, THE CHEAPEST PLACE TO PUT AI WILL BE SPACE” (134 MINUTE READ) [18] Elon Musk plans to leverage xAI's ability to create and scale hardware to enable space-based data centers that will run on basically unlimited power from solar energy. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [19] Track your referrals here. [20] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [21]. Want to work at TLDR? 💼 APPLY HERE [22], CREATE YOUR OWN ROLE [23] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [24] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [25] & Stephen Flanders [26] Manage your subscriptions [27] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [28]. 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Large-scale testing across ChatGPT, Claude, and Google AI shows brand recommendations change almost every run. Lists, order, and result counts vary ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Lob] [4] TLDR MARKETING 2026-02-05 YOUR DIRECT MAIL PROGRAM HAS A BLIND SPOT, BUT THERE'S AN EASY FIX (SPONSOR) [4] Companies are devoting up to 25% of total marketing spend to direct mail – but logistics plays a major role in how far that investment actually goes. Lob [4] surveyed 250 senior marketing and ops leads to see where mail breaks, WHY SURPRISE COSTS HAPPEN, and what high-ROI teams do differently.  Here's what they found: * Logistics is the #1 blind spot, but there's an easy fix. * Direct mail investment is rising across the board.  * Without internal logistics ownership, USPS changes disrupt planning.  Join the webinar [4] to uncover more findings that will shape direct mail strategy in 2026. >>Register now [4] 📱 NEWS & TRENDS AIS ARE HIGHLY INCONSISTENT WHEN RECOMMENDING BRANDS OR PRODUCTS (13 MINUTE READ) [5] Large-scale testing across ChatGPT, Claude, and Google AI shows brand recommendations change almost every run. Lists, order, and result counts vary widely, which makes ranking positions meaningless. When prompts repeat at scale, certain brands still appear often. That makes visibility percentage across many runs a usable signal. Even with very different human prompts, AIs surface similar core brands. Avoid ranking-based AI tracking and use visibility rates instead. Demand transparent, stats-backed methods before spending on AI measurement. WALMART HITS $1 TRILLION MARKET CAP, FUELED BY GROWTH OF E-COMMERCE (2 MINUTE READ) [6] The valuation milestone reflects how Walmart has shifted profit growth toward higher-margin businesses like its third-party marketplace and advertising unit. Digital initiatives modeled after Amazon have accelerated earnings growth faster than store sales, reshaping how investors value the business. Listing on the Nasdaq 100 reinforced the company's positioning as a retail platform with tech-like economics. 🚀 STRATEGIES & TACTICS SEO PROCESS: HOW TO EXTRACT + MAP GEMINI 3 FAN-OUT QUERIES (5 MINUTE READ) [7] AI search creates far more queries per prompt than traditional SEO, which makes content coverage harder to manage at scale. Google Gemini averages 9 fan out queries per prompt, can reach up to 28, and creates about 900 queries for every 100 prompts tracked. ChatGPT averages 2 fan out queries, and there is overlap in terms across systems, which means sites must cover many related query variations. The process uses the Gemini 3 API to extract fan out queries and then maps them against site content using a Domain Coverage Analyzer to identify gaps. HOW TO KEEP YOUR CONTENT PROGRAM ON TRACK WITH YOUR GOALS (4 MINUTE READ) [8] Appoint one senior person to enforce standards and make final decisions. Use a tool like ClickUp, Asana, or Monday to track every content piece and its workflow. Before rolling it out, explain why the system exists and show the costs of skipping steps to your entire team. This ensures everyone follows the plan and meets deadlines. 🧑‍💻 RESOURCES & TOOLS SEO OVERHAUL USING CLAUDE SKILLS (2 MINUTE READ) [9] This post shows how Claude Code installed SEO and GEO skills with a single npx command and ran audits to find broken titles, missing SEO, weak meta descriptions, schema gaps, and pages needing migration. Marketing and AI visibility skills guided what to fix, while Cowork with the Directus MCP applied changes across hundreds of pages. Links to both the SEO and GEO repositories are in the post's comments. YOUTUBE: UNLOCKING A GLOBAL AUDIENCE WITH AUTO-DUBBING (1 MINUTE READ) [10] YouTube is expanding its auto-dubbing feature to all creators, allowing them to auto-translate content into 27 different languages. The platform has also launched “Expressive Speech” in 8 languages (English, French, German, Hindi, Indonesian, Italian, Portuguese, and Spanish), which is designed to capture a creator's original emotion and energy. 🎁 MISCELLANEOUS WHAT IF EMAIL MARKETERS PRACTICED UNREASONABLE HOSPITALITY? (7 MINUTE READ) [11] Inspired by Will Guidara's Unreasonable Hospitality, email marketing should treat subscribers like guests, not targets. Most brands rely on no-reply inboxes and optimize for efficiency over connection. Real email hospitality means replying to people, honoring content and frequency choices, and writing welcome emails that start conversations. These choices build trust and treat subscribers like humans. TRUSTWORTHY A/B PATTERNS – STICKY CALL TO ACTION PATTERN (3 MINUTE READ) [12] Sticky call-to-action (CTA) patterns can drive strong gains in some cases but can also reduce orders and revenue. In one test with over 8m users, a sticky incentives footer increased incentivized orders by 0.35% but reduced total food orders per user by 0.13% and revenue per user by 0.18%, both statistically significant. In another test with nearly 700k users, a sticky buy-now-pay-later CTA increased adoption by 40.2% and raised orders per user and revenue per user by about 9%. Results show that sticky CTAs are powerful but context dependent, and can hurt core metrics even when engagement rises. A NEW LOOK AT FREE-TO-PAID CONVERSION (6 MINUTE READ) [13] Analysis of 200 B2B software products shows free trials are used by 57% of companies, far outpacing freemium, but median free-to-paid conversion clusters unevenly around 8%. Conversion rates vary by more than 10x between top and bottom performers, making benchmarks misleading without context. Credit-card-required trials deliver ~30% conversion, but materially reduce signups, shifting the growth equation from optimization to trade-off management. ⚡ QUICK LINKS LINKEDIN'S ALGORITHM DOESN'T RANK POSTS. IT RANKS PEOPLE (2 MINUTE READ) [14] Distribution now favors accounts with clear, consistent positioning, where engagement quality and audience alignment reinforce long-term relevance. REPORT REVEALS WHAT MARKETERS OVERLOOK AT THE OPT-IN MOMENT AND WHY IT MATTERS (4 MINUTE READ) [15] New research from Mailchimp shows most brands over-ask for data at sign-up, hurting trust and list quality from the start. SCROLL-STOPPING EMAIL INSPO (1 MINUTE READ) [16] Email inspo from Otto Skin Goods, fu:di, and Candy Kittens. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [17] Track your referrals here. [18] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [19]. Want to work at TLDR? 💼 APPLY HERE [20], CREATE YOUR OWN ROLE [21] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [22] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [23] & Maddi Salmon [24] Manage your subscriptions [25] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [26]. Links: ------ [1] https://tldr.tech/marketing?utm_source=tldrmarketing [2] https://advertise.tldr.tech?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisetopnav [3] https://a.tldrnewsletter.com/web-version?ep=1&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=88adf000-0248-11f1-9f9f-d9390ad1d2e9&pt=campaign&t=1770293935&s=884c77bf02b6f64fbc3ce10bb2f8f9935b9d576d9053bbb88568f0b42122c98b [4] https://www.lob.com/event/2026-state-of-direct-mail?utm_source=tldr&utm_medium=sponsored-content&utm_campaign=2026-SODM-webinar [5] https://sparktoro.com/blog/new-research-ais-are-highly-inconsistent-when-recommending-brands-or-products-marketers-should-take-care-when-tracking-ai-visibility/?utm_source=tldrmarketing [6] https://www.cnbc.com/amp/2026/02/03/walmart-wmt-hits-1-trillion-market-cap.html?utm_source=tldrmarketing [7] https://nectivdigital.com/seo-process-how-to-create-content-mappings-for-fan-out-queries/?utm_source=tldrmarketing [8] https://www.linkedin.com/pulse/whos-charge-here-how-keep-your-content-program-track-goals-densmer-9nqbc/?utm_source=tldrmarketing [9] https://www.linkedin.com/posts/mattbminor_if-youre-using-claude-code-or-cowork-and-share-7424092242404974594-9ZWB?utm_source=tldrmarketing [10] https://blog.youtube/news-and-events/youtube-auto-dubbing-expressive-speech/?utm_source=tldrmarketing [11] https://emaillove.com/what-if-email-marketers-practiced-unreasonable-hospitality?utm_source=tldrmarketing [12] https://docs.google.com/document/d/14Lzvs48gRXagjwbkseesuIchBuam3PMH/edit?utm_source=tldrmarketing [13] https://www.growthunhinged.com/p/free-to-paid-conversion-report?utm_source=tldrmarketing [14] https://wersm.com/linkedins-algorithm-doesnt-rank-posts-it-ranks-people/?utm_source=tldrmarketing [15] https://www.businesswire.com/news/home/20260204721675/en/New-Intuit-Mailchimp-Report-Reveals-What-Marketers-Overlook-at-the-Opt-In-Moment-and-Why-It-Matters?utm_source=tldrmarketing [16] https://www.linkedin.com/feed/update/urn:li:activity:7424449992901300224/?utm_source=tldrmarketing [17] https://refer.tldr.tech/eb173905/5 [18] https://hub.sparklp.co/sub_dde87fb1813a/5 [19] https://advertise.tldr.tech/?utm_source=tldrmarketing&utm_medium=newsletter&utm_campaign=advertisecta [20] https://jobs.ashbyhq.com/tldr.tech [21] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871 [22] https://www.linkedin.com/feed/update/urn:li:activity:7401699691039830016/ [23] https://www.linkedin.com/in/alikoh/ [24] https://www.linkedin.com/in/maddisalmon/ [25] https://tldr.tech/marketing/manage?email=m%40email.gomodulr.com [26] https://a.tldrnewsletter.com/unsubscribe?ep=1&l=7dbdbdcb-3e94-11ed-9a32-0241b9615763&lc=fe6b0244-fe04-11f0-8edd-7914b015345d&p=88adf000-0248-11f1-9f9f-d9390ad1d2e9&pt=campaign&pv=4&spa=1770292888&t=1770293935&s=f4df92069d8387268bf1dc8ded1e84077e34b0f987795b63e73d6f01ee22d83e

Alphabet has announced an ambitious capital spending plan that far surpasses predictions. The company will spend as much as $185 billion this year ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Wispr] [4] TLDR 2026-02-05 YOU TALK FASTER THAN YOU TYPE — LET WISPR FLOW TURN YOUR WORDS INTO FLAWLESS TEXT (SPONSOR) [4] "People go from skeptical to instantly obsessed with Wispr [4].” —Reid Hoffman, co-founder of LinkedIn and partner at Greylock.  Wispr Flow [4] isn't like other dictation tools. It produces clean, sendable text with zero cleanup: * 4× QUICKER THAN TYPING. Dictate emails, docs, and DMs in real time and save precious hours every week. * 89% OF MESSAGES SENT WITH ZERO EDITS. Flow cleans filler words, fixes grammar, and formats perfectly as you speak. * WORKS INSIDE EVERY APP WITH NO SETUP. Fly through Slack threads, give more context to ChatGPT, or brain dump into Notion. Even works in your IDE. Try Wispr Flow Free → [4] 📱 BIG TECH & STARTUPS ALPHABET PLANS RECORD SPENDING IN RACE TO WIN AI CUSTOMERS (5 MINUTE READ) [5] Alphabet has announced an ambitious capital spending plan that far surpasses predictions. The company will spend as much as $185 billion this year on capital expenditures. CEO Sundar Pichai has reassured investors that the costs are necessary. Alphabet claims its massive investments are essential for competing against rivals. ALEXA+ PLUS CHATGPT? (4 MINUTE READ) [6] Amazon may put upwards of $50 billion into OpenAI's next fundraise. The companies are discussing a commercial agreement that could require OpenAI to dedicate researchers and engineers to develop customized models for Amazon. Amazon recently opened up Alexa+ to the US market. Adding OpenAI's technology could help Amazon combat Apple's upcoming rollout of Siri powered by Gemini. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY NASA FINALLY ACKNOWLEDGES THE ELEPHANT IN THE ROOM WITH THE SLS ROCKET (5 MINUTE READ) [7] The Space Launch System rocket program is now a decade and a half old. It has so far cost US taxpayers more than $30 billion. The program continues to be plagued with issues. NASA's new administrator has acknowledged the low flight rate issue, saying that it should be a topic of discussion. FIRST-EVER EXPERIMENTAL GENE THERAPY SEEKS TO RESTORE VISION BY REJUVENATING EYE NEURONS (5 MINUTE READ) [8] ER-100 is an experimental gene therapy designed to restore vision by reviving damaged neurons in the eye. The approach resets aged retinal cells to a healthier state using epigenetic reprogramming. It received FDA approval for human trials last week. If successful, ER-100 could signal a broader shift in how age-related diseases are treated. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K, FULLY REMOTE) [9] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [10]. AGENTIC ENGINEERING (7 MINUTE READ) [11] Agentic engineering is a professional term that describes what is actually happening: the engineer orchestrates AI agents as they act as an architect, reviewer, and decision maker. It is a serious engineering discipline that involves autonomous agents. The term definitely sounds better than 'vibe coding' in professional settings. Agentic engineering disproportionately benefits senior engineers who understand system design, security patterns, and performance tradeoffs. They know what good code looks like, so they can efficiently review and correct AI output. CLAUDE AND CODEX ARE NOW AVAILABLE IN PUBLIC PREVIEW ON GITHUB (2 MINUTE READ) [12] Claude by Anthropic and OpenAI Codex are now available as coding agents for Copilot Pro+ and Copilot Enterprise customers. Users can assign work to these agents directly from issues, pull requests, the Agents tab in enabled repositories, and the agent sessions view in VS Code. Access to Claude and Codex is included with existing Copilot subscriptions. Each coding agent session consumes one premium request during public preview. 🎁 MISCELLANEOUS AS ROCKS MAY THINK (6 MINUTE READ) [13] LLM-based reasoning is both powerful and flexible. However, there is likely still room to make the recipe even simpler. There are also still more gains to be had by understanding all the plays in which thinking behavior can be found. The extra reasoning data generated over recent years may help further train models to reason better through previously unviable methods. OPENCLAW IS WHAT APPLE INTELLIGENCE SHOULD HAVE BEEN (3 MINUTE READ) [14] Mac Minis are selling out everywhere because people are using them to run OpenClaw, an open source framework for local AI agents that has become a killer app for Mac hardware. The rush shows that there is a clear demand for agents and automation, and Apple is getting the hardware revenue from it. However, it's missing out on the platform revenue - Apple could have created its own native agent, but this would likely have caused significant legal issues. ⚡ QUICK LINKS DEVELOPERS _BELIEVE_ THAT AI INCREASES PRODUCTIVITY. DOES IT? (SPONSOR) [15] 211M lines of code reveal AI's real impact: duplication is rising, delivery is less stable, and top teams are adapting faster than the rest. Download GitKraken's guide for engineering managers [15] AI WON'T KILL THE SOFTWARE BUSINESS, JUST ITS GROWTH STORY (3 MINUTE READ) [16] The persistent belief that AI will destroy the software business could be more damaging than the actual impact the technology will have on the industry. I MISS THINKING HARD (4 MINUTE READ) [17] Vibe coding is great for building, but it drastically cuts down the time it takes to come up with creative solutions for technical problems, leading some developers to feel like something is missing. UPDATE: AI OVERVIEWS REDUCE CLICKS BY 58% (3 MINUTE READ) [18] It seems categorically true that AI Overviews siphon away the majority of the clicks once available to top-ranking pages. IN PRAISE OF THE STACKED PULL REQUEST (6 MINUTE READ) [19] Stacked pulled requests are PRs that build on top of each other. MOBILE CARRIERS CAN GET YOUR GPS LOCATION (5 MINUTE READ) [20] Cellular standards have built-in protocols that make your device silently send GNSS locations to carriers. GIFT CULTURE AND THE INTELLIGENCE THRESHOLD (10 MINUTE READ) [21] We create bridges to grow new possibilities and acceptance by giving gifts to each other. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. [23] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [24]. Want to work at TLDR? 💼 APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [27] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [28] & Stephen Flanders [29] Manage your subscriptions [30] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [31]. 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Using the VIT framework, brands now prioritize relevance over raw numbers. Beauty stood out with a 22% VIT increase by focusing on retention ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Oliver Wyman] [4] TLDR MARKETING 2026-02-04 69% OF YOUR BEST CUSTOMERS ARE ONE MISTAKE AWAY FROM LEAVING (SPONSOR) [4] The era of "brand forgiveness" is over, especially for the customers you can't afford to lose. New global research from the Oliver Wyman Forum shows 69% of high-income consumers will switch brands after a single bad experience. AI now shapes product discovery, and community voices shape trust more than paid campaigns. Marketing leaders who focus only on acquisition risk losing their most profitable users at the first friction point. The 300,000 Voices report reveals how to win the next generation of consumers by creating experiences they trust and value.  Read the 300,000 Voices report [4] 📱 NEWS & TRENDS THE CREATOR ADVANTAGE 2026 (19 MINUTE READ) [5] Using the VIT framework (Volume, Frequency, Impact, and Trust), brands now prioritize relevance over raw numbers. While most industries saw performance declines despite hiring more influencers, Beauty stood out with a 22% VIT increase by focusing on retention. Smaller voices are driving this shift. Nano-creators saw a 50% VIT surge in high-intent actions like saves. They're moving away from cookie-cutter posts toward authentic, creator-led systems that reward consistency. SHORT SUPER BOWL AD TEASERS MISS THE EMOTIONAL MARK, SYSTEM1 ANALYSIS FINDS (2 MINUTE READ) [6] Short Super Bowl ad teasers create weaker emotional impact than longer ads and reduce campaign effectiveness. Analysis across six years shows teaser spots score about 0.5 Stars lower than full length ads because viewers have less time to connect and build memory. The research finds that 20 to 40 second ads perform best, and brands should start Super Bowl campaigns in January and continue running ads after the game to extend impact. A 30 second Super Bowl ad now costs about $8 million, so it is important for a brand to run longer pre game ads and keep top performers in rotation, as seen in a 5.9 Star rated Lay's ad that still airs a year later. 🚀 STRATEGIES & TACTICS THE PERFECT PITCH: WHAT MILLIONS OF EMAILS TAUGHT US ABOUT PITCHING JOURNALISTS (20 MINUTE READ) [7] Short email pitches drive the best journalist engagement. Emails with 100 to 300 word bodies get the highest open rates and reply rates, while emails under 300 words earn the most replies. About 50% of pitches paste a full press release into the email body, which is mainly a UK practice, while US pitches more often use short plain text. Personalization varies in depth, as 83% use the journalist's name but only 57% reference past articles, and shallow flattery often fails. Relevant connections to prior coverage work better. Strong pitches usually start with a timely stat or trend hook, give a clear headline takeaway, include about four bolded bullet points, and add expert quotes that explain why the findings matter instead of repeating the data. DINNERS ARE THE NEW TRADE SHOWS (14 MINUTE READ) [8] Dinners are becoming more scalable than sponsoring trade shows because they're more targeted. They should be treated as a core channel, not just a social outing. Apply the same strategic rigor and high-quality data to these events as you would to any other GTM motion. 🧑‍💻 RESOURCES & TOOLS 👻 IS AI SEARCH GHOSTING YOUR BRAND? FIND OUT HOW TO FIX IT (SPONSOR) [9] ChatGPT, Gemini, and AI Overviews are where your highest-intent customers search. If your brand isn't mentioned, you're not even in the race. Evertune [9] monitors how AI sees your brand, identifies the sites that shape AI responses, and prioritizes them for your teams to target. Get your site target list [9] 3 TOOLS TO SPY ON COMPETITORS (1 MINUTE READ) [10] Set alerts for any company on CompetitorTrack. Their emails will show up to your inbox automatically. SendView tracks trends across all your competitors. It also allows you to visually analyze their programs and campaigns. Owletter archives competitor newsletters, making it easy to go back months and compare campaigns and track patterns. HOW TO USE CLAUDE & GAMMA TO MAKE A DECK (2 MINUTE READ) [11] To make slides with Claude, go to claude.ai and connect Gamma and Google Drive via "Connectors". Then prompt Claude to create a deck, pulling relevant Drive docs and web graphics. Answer a few questions about format, tone, and length, and edit heavily through Gamma if needed. For branded slides, skip Gamma's default templates, create your own style in Gamma. Save fonts, colors, and logo placement. Then prompt Claude to use that style so every deck reflects your brand. 🎁 MISCELLANEOUS WHAT MAKES A NEWSLETTER WORTH OPENING? (4 MINUTE READ) [12] Beehiiv's State of Newsletters 2026 report highlights that 28B emails were sent in 2025, yet engagement increased, reinforcing newsletters as a reliable owned channel. Readers favor concise subject lines, straightforward “here's what you need to know” framing, and strong opening sentences that justify the click. Consistency in send time and format builds habit, while misleading urgency language and surprise paywalls actively hurt performance. THE “MOORE-ISH” LAW OF MARKETING (5 MINUTE READ) [13] Marketing is shifting from campaign launches to continuous systems as the cost and speed of experimentation collapse. AI reduces the effort to generate and deploy variations, pushing advantage toward teams that can measure results and make fast decisions. Content moves from single assets to always-on streams built from modular components, while personalization shifts from static segments to real-time situations like objections or constraints. Winning teams focus less on producing volume and more on building pipelines that test and learn based on compounding insights. LIGHT BEER WAS A FLOP, UNTIL THE RIGHT ADVERTISING CAME ALONG (2 MINUTE READ) [14] Early light beers failed not because of taste or formulation, but because marketing framed them around dieting rather than enjoyment. Miller Lite broke through in the 1970s by repositioning light beer as less filling with great taste, using sports figures and barroom humor instead of health language. That shift created a mass-market category that later powered brands like Bud Light and Michelob Ultra to category leadership. ⚡ QUICK LINKS WHAT WE LEARNED ABOUT AI SEARCH OPTIMIZATION (2 MINUTE READ) [15] YouTube mentions are the strongest driver of AI search visibility, outperforming backlinks and domain authority. VAGUEPOSTING: WHY 2026 CONTENT IS ALL ABOUT KEEPING YOU CONFUSED (4 MINUTE READ) [16] Vagueposting uses ambiguous language for the sake of generating controversy. 9 RESOURCES FOR MARKETING FREELANCERS (1 MINUTE READ) [17] A list of websites and communities where clients are actively looking to hire marketers. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. Want to work at TLDR? 💼 APPLY HERE [21], CREATE YOUR OWN ROLE [22] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [23] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [24] & Maddi Salmon [25] Manage your subscriptions [26] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [27]. 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The Google app 17.4 beta contains strings about a 'Get tasks done with Gemini' feature. The control is also referred to as 'screen automation' ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Unblocked] [4] TLDR 2026-02-04 UNBLOCKED IS AI CODE REVIEW WITH THE TASTE AND JUDGEMENT OF YOUR BEST ENGINEER (SPONSOR) [4] Most AI code review tools analyze the diff. Sometimes the file, occasionally the repo. That's not how experienced engineers work. Instead, they remember the Slack thread that explains this database pattern. They know David on the platform team has strong opinions about error handling. They've internalized dozens of unwritten conventions. Unblocked [4] is the only AI code review tool that uses codebase, docs, and discussions to give high-signal feedback based on how your system actually works [4] – instead of flooding your PR with stylistic nitpicks. _“Unblocked has reversed my AI fatigue completely. The level of precision is wild.”_ - Senior developer, Clio Try now for free [4] 📱 BIG TECH & STARTUPS GEMINI ‘SCREEN AUTOMATION' WILL PLACE ORDERS, BOOK RIDES FOR YOU ON ANDROID (2 MINUTE READ) [5] The Google app 17.4 beta contains strings about a 'Get tasks done with Gemini' feature. The control is also referred to as 'screen automation'. Google has been working on letting Gemini control Android phones for a while. The feature will only work in certain apps. IN SURPRISING MOVE, HP CEO STEPS DOWN TO LEAD PAYPAL (2 MINUTE READ) [6] HP CEO Enrique Lores will replace PayPal's previous CEO, Alex Chriss, starting March 1. Lores has served on the PayPal board for nearly five years and as Board Chair since July 2024. HP was reportedly blindsided by the decision, which was only communicated to the company's board in recent weeks. Lores worked at HP for 36 years, joining the company as an engineering intern. HP has named board member Bruce Broussard as interim CEO. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY DATA CENTERS IN SPACE MAKES NO SENSE (2 MINUTE READ) [7] Data centers in space face massive challenges such as radiation, cooling, latency, and launch costs. There are other fundamental issues that make them unfeasible: competing in the market would require launching hundreds of thousands, if not millions, of satellites into space, and satellites can't be upgraded at scale. Data centers in space only make sense if they are cost-effective relative to normal data centers. The idea makes less and less sense with every improvement in normal energy production. AV RIDESHARE FLEET SIZING: WHY THE OPTIMUM IS JUST SHY OF PEAK (11 MINUTE READ) [8] The optimal fleet size for automatic vehicles is not peak demand, but it's also not average. The economic optimum is 98-99% demand coverage for most operators. Oversizing fleets destroys pricing power faster than it increases utilization. AV unit economics only work with aggressive off-peak price differentiation. 💻 PROGRAMMING, DESIGN & DATA SCIENCE TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K, FULLY REMOTE) [9] As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more [10]. ANTHROPIC PERFORMANCE TEAM TAKE-HOME FOR DUMMIES (44 MINUTE READ) [11] Anthropic used to give prospective performance engineering candidates a notoriously difficult take-home exam designed to assess technical ability and judgment under time pressure. This practice was retired after Claude Opus 4.5 scored higher than any candidate ever after just two hours of work. The company has released the assignment publicly along with a post detailing its design principles. This post breaks down the challenge from start to finish and explains everything from scratch. APPLE'S XCODE NOW SUPPORTS THE CLAUDE AGENT SDK (2 MINUTE READ) [12] Xcode 26.3 introduces a native integration with the Claude Agent SDK. Developers now have the full power of Claude Code directly in Xcode without having to leave the IDE. Claude can work autonomously on sophisticated, long-running tasks. The integration supports visual verification with Previews, reasoning across projects, autonomous task execution, and interfacing through the Model Context Protocol. Xcode 26.3 is now available as a release candidate for all members of the Apple Developer Program. 🎁 MISCELLANEOUS LESSONS LEARNED SHIPPING 500 UNITS OF MY FIRST HARDWARE PRODUCT (12 MINUTE READ) [13] Simon Berens left his job as a software engineer in January 2025 to launch a hardware product, Brighter: the world's brightest lamp. Berens had no prior experience in hardware and was counting on being able to pick it up quickly with the help of other engineers. This article takes a look at the challenges Berens had to overcome, like making the lamp in the first place, tariffs, and manufacturing issues, and details the lessons that he learned along the way. SAM ALTMAN REVEALS WHY OPENAI IS POISED TO MAKE THE BIGGEST BUSINESS BETS EVER (23 MINUTE READ) [14] Sam Altman has a tendency to race ahead with ideas that excite him. While it is a tentpole of his success, it has gotten him in trouble in the past. Altman's itch to release products quickly is informed by his study of Xerox PARC, a legendary Silicon Valley research lab known for inventing the modern graphical user interface, laser printers, and the computer mouse, yet failing to commercialize any of them. Altman's reputation for shiny object syndrome can be harmful - OpenAI has been criticized in the past for releasing products without proper safety testing and for shipping features that prioritize engagement over psychological well-being. ⚡ QUICK LINKS TLDR IS HIRING A CURATOR FOR TLDR IT! (TLDR CURATOR, ~5 HRS/WEEK) We are launching a brand new newsletter covering IT and enterprise tech. If you are an IT leader interested in writing for us, please send your resume or LinkedIn to itcurator@tldr.tech! VC-BACKED STARTUPS ARE LOW STATUS (17 MINUTE READ) [15] When institutions start to lose their soul, the people inside them start to care about different things. MICROSOFT'S PIVOTAL AI PRODUCT IS RUNNING INTO BIG PROBLEMS (11 MINUTE READ) [16] Only a small proportion of subscribers to Microsoft's enterprise suite use Copilot, and the percentage of people who favor it over other tools has decreased in recent months. THREAT OF NEW AI TOOLS WIPES $300 BILLION OFF SOFTWARE AND DATA STOCKS (4 MINUTE READ) [17] Anthropic's announcement that it would add new legal tools to its Co-work assistant resulted in shares of some companies that provide legal tools or research databases falling sharply. THREE LENSES ON COORDINATION (13 MINUTE READ) [18] Staying within spec is easy if more information helps rule out possible futures, otherwise, the system will need help. SOVEREIGNTY GAPS (8 MINUTE READ) [19] Sovereignty Gaps are situations where the central structures of society require a function they cannot perform, requiring new actors to perform it on their behalf. DISNEY NAMES PARKS CHIEF D'AMARO AS NEW CEO, SUCCEEDING IGER (5 MINUTE READ) [20] Josh D'Amaro, who has spent 28 years at Disney, mostly working in the theme-parks business, will succeed Bob Iger to become Disney's new chief executive officer starting on March 18. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [21] Track your referrals here. [22] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [23]. Want to work at TLDR? 💼 APPLY HERE [24], CREATE YOUR OWN ROLE [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [26] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [27] & Stephen Flanders [28] Manage your subscriptions [29] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [30]. 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Automakers are exploring infotainment screens as a major source of ad revenue. Companies are delivering nonintrusive, utility-focused ads ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [asana] [4] TLDR MARKETING 2026-02-03 BUSYWORK IS THE CREATIVITY KILLER 😵‍💫 (SPONSOR) [4] Chasing campaign updates, following up with stakeholders, looking for assets—that's time _not_ spent on creativity or strategy.  It's time to get your time back, and Asana is how [4]. With Asana, everything you need for marketing planning, creative workflows, and campaign production is in one place, so your whole team stays in sync and nothing gets lost.  92% of the marketing C-suite surveyed say that their teams work better together with Asana. Start enjoying more time, more creativity, and less busywork today.  Try Asana for free — no credit card required [4] 📱 NEWS & TRENDS LABELLING SOCIAL MEDIA ‘ADDICTIVE' IS TOO SIMPLISTIC (4 MINUTE READ) [5] A new study challenges the idea that social media is inherently addictive for teens. It shows that both heavy use and complete abstinence can harm well-being. Researchers found a “sweet spot” where moderate use supports happiness, life satisfaction, and school engagement, with patterns varying by age and gender. Girls face higher risks from heavy use, while older boys may struggle if disconnected. Experts suggest balanced digital engagement with age-appropriate limits is more effective than blanket bans. THE RISE OF IN-CAR ADS (5 MINUTE READ) [6] Automakers are exploring infotainment screens as a major source of ad revenue. They're integrating subtle promotions like nearby restaurants or gas stations into connected car systems while phasing out phone-mirroring interfaces like CarPlay and Android Auto. Companies like 4screen partner with multiple brands to deliver nonintrusive, utility-focused ads. Ford has patented systems to target ads via cameras or audio. With 97% of new cars connected and potential e-commerce revenue of $100-120 per car by 2030, the in-car ad market could exceed $50B globally. 🚀 STRATEGIES & TACTICS THE 3-EMAIL CART & CHECKOUT ABANDONMENT FLOWS (5 MINUTE READ) [7] Cart abandoners add items to their cart but never start checkout. They're usually browsing or comparing products. Checkout abandoners enter their email or shipping info and were ready to buy but got interrupted. Both flows convert by targeting users with intent, removing friction, and nudging completion. The 3-email framework sends reminders at 1 hour, 24 hours, and 48-72 hours. It progresses from a gentle nudge, to objection handling, and a final push with urgency. 5 WAYS TO REFRAME YOUR PRICING AND PACKAGING (3 MINUTE READ) [8] This piece shares how SaaS teams can reframe pricing to drive growth and retention. Klaviyo redesigned its pricing page to spotlight its free plan. Lindy repositioned Enterprise around outcomes by centering its AI Assistant. Eden AI reframed Professional Services as part of an Advanced AI Platform to support recurring revenue. DeepBrain made annual plans the default to anchor larger commitments. Hugging Face elevated Data Storage as a core add-on to increase stickiness and recurring revenue. 🧑‍💻 RESOURCES & TOOLS DON'T BLAME YOUR AI TOOLS FOR CONTENT PERFORMANCE ISSUES. FIX THE CONTEXT INSTEAD. (SPONSOR) [9] Disappointed by AI's marginal impact on content performance? The problem isn't the model—it's the missing context. In this AirOps webinar [9], see how leading GTM teams connect content intelligence directly to AI assistants to turn insights into EXEC-READY DECKS AND DASHBOARDS—AUTOMATICALLY. RESERVE YOUR SPOT NOW [9] FROM 2025 TO 2026: SIGNALS, SHIFTS, AND WHAT TO PREPARE FOR (WEBINAR) [10] This Omnisend webinar breaks down what marketers should prepare for in 2026. The speakers use a full year of performance data to review key 2025 metrics. They cover customer behavior and channel trends. They also share evidence-based predictions on what is changing versus what is overhyped, with a focus on email and e-commerce marketing for the year ahead. It will take place today at 8 AM PT/11 AM ET. CONTENT SERIES BUILDER (TOOL) [11] SEO Workflows' new tool automates topical authority. Input the core themes you want to build content around. The tool identifies prioritized parent topics within the themes, key target personas with pain points, and subtopic ideas to create a content series. 🎁 MISCELLANEOUS GSC DATA IS 75% INCOMPLETE (4 MINUTE READ) [12] GSC is unreliable as a single source because Google filters about 75% of impressions and 38% of clicks for privacy. An analysis of 10 B2B SaaS sites with ~450M impressions found filtering from 59.3% to 93.6% for impressions and up to 88.5% for clicks, leaving large gaps in query data. AI Overviews surged in 2025 and correlate with a 56.6% click drop since March, while impressions fluctuated due to scraper activity. Bots also inflate impressions by 0.2% to 6.5%. Relying only on GSC can mislead teams, so use multiple data sources and sampling checks. FROM CLAWDBOT TO MOLTBOT TO OPENCLAW: THE AI AGENT GENERATING BUZZ AND FEAR (4 MINUTE READ) [13] OpenClaw, an open-source AI agent launched weeks ago by Peter Steinberger, has surged to over 145,000 GitHub stars as interest grows in agents that can autonomously act across operating systems. The tool runs directly on user devices and connects to models like Claude or ChatGPT. It can manage emails, calendars, files, shopping, and web tasks using persistent memory. Security firms, including Palo Alto Networks and Cisco, have warned that its deep system access creates serious risks around data leakage, malicious commands, and enterprise safety. ⚡ QUICK LINKS HEY PMMS, YOUR LAUNCHES NEED CREATIVE ENERGY (2 MINUTE READ) [14] PMMs need creative freedom and resources to make launches memorable. THE UNRAVELING (AND FUTURE) OF LUXURY RETAIL (7 MINUTE READ) [15] Luxury multi-brand retail is collapsing as inventory turns stay low while brands move direct. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [16] Track your referrals here. [17] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [18]. Want to work at TLDR? 💼 APPLY HERE [19], CREATE YOUR OWN ROLE [20] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [21] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Alison Koh [22] & Maddi Salmon [23] Manage your subscriptions [24] to our other newsletters on tech, startups, and programming. Or if TLDR Marketing isn't for you, please unsubscribe [25]. 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SpaceX has acquired xAI. The combined company is valued at $1.25 trillion - the merger valued xAI at around $250 billion ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [QA Wolf] [4] TLDR 2026-02-03 ✂️ CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TESTING (SPONSOR) [4] If QA is a bottleneck on your software engineering team and you're releasing slowly because of it, you must check out QA Wolf. Their AI-native service gets engineering teams to 80% automated end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by reducing QA cycles from hours to minutes. QA Wolf [6] takes testing off your plate. They can get you: * Unlimited parallel test runs for web and mobile * 24-hour maintenance and on-demand test creation * Human-verified bug reports sent directly to your team * Zero flakes guarantee The benefit? No more manual E2E testing. No more slow QA cycles. No more bugs reaching production. With QA Wolf, Drata's team of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCLES. Schedule a demo to learn more [8] 📱 BIG TECH & STARTUPS SPACEX, XAI TIE UP, FORMING $1.25 TRILLION COMPANY (3 MINUTE READ) [9] SpaceX has acquired xAI. The combined company is valued at $1.25 trillion - the merger valued xAI at around $250 billion. The merger is structured as a share exchange, with shares in xAI being converted into 0.1433 shares of SpaceX stock. Employees will have the option to cash out and sell their xAI shares back to the company. ANTHROPIC IS ABOUT TO DROP SONNET 5 DURING SUPER BOWL WEEK (1 MINUTE READ) [10] Leaks show that a new model by Anthropic, branded as Claude Sonnet 5, has an internal date string of February 3, 2026. It is unclear whether this is a public launch date or an internal checkpoint. The timing would coincide with the Super Bowl, which is an event where AI labs have been ramping up mainstream marketing to chase consumer mindshare. Early testing indicates the model already looks competitive on math with today's frontier-tier models, and it shows even stronger coding output than Claude Opus 4.5 in some workflows. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY WAYMO RAISES MASSIVE $16 BILLION ROUND AT $126 BILLION VALUATION, PLANS EXPANSION TO 20+ CITIES (2 MINUTE READ) [11] Waymo just closed a $16 billion funding round at a $126 billion valuation. It plans to use the capital to expand to over 20 new cities this year, including its first international markets, Tokyo and London. The company's cars have driven 127 million fully autonomous miles with a 90% reduction in serious injury crashes compared to human drivers. It performed 15 million rides in 2025, a 3x growth from 2024. GUINEA WORM ON TRACK TO BE 2ND ERADICATED HUMAN DISEASE; ONLY 10 CASES IN 2025 (2 MINUTE READ) [12] The Guinea worm is a parasitic nematode found in waters that contain small crustacean copepods. Humans can ingest them through contaminated water, and this results in painful blisters, usually in the feet and legs, that can cause searing pain as the worms fully emerge. The disease can lead to complications such as secondary infections and sepsis, which can in turn lead to temporary or permanent disability. There were only 10 human cases in three countries in 2025 - down from an estimated 3.5 million cases across 21 countries in 1986. 💻 PROGRAMMING, DESIGN & DATA SCIENCE INTRODUCING THE CODEX APP (3 MINUTE READ) [13] OpenAI has released a new macOS app for its Codex coding agent. The app provides a nice UI over the capabilities of the Codex CLI agent and adds new features, like first-class support for Skills and Automations for running scheduled tasks. Automations are currently restricted to only run when devices are powered on. OpenAI will enable cloud-based automations soon to resolve this limitation. STOP BUILDING SYSTEMS FOR AGENTS (4 MINUTE READ) [14] Today's systems are sub-optimal for AI agents as they waste context, confuse models with unstructured output, and prioritize vision-based human interaction over text-based LLMs. While some think this means we need to build systems that treat LLMs as first-class citizens, that approach is not totally required - if humans can live with it, LLMs will eventually catch up. Real agent-native systems should be radically observable and deterministic. It's better to focus on what LLMs can do for humans rather than think about what humans can do for LLMs. 🎁 MISCELLANEOUS DISSECTING THE INTERNET'S MOST NOVEL CREATURE (6 MINUTE READ) [15] Moltbook is an AI-only social network where tens of thousands of AI agents post and comment while humans observe. The platform grew from 42 posts per day to 36,905 in 72 hours. Social networks typically have 90% of users lurking, 9% contributing occasionally, and 1% creating the most content. AI agents are breaking that pattern. This post takes a look at posts made on the platform and how they differ from human-run social networks. WHAT ORACLE HAS TO LOSE FROM OPENAI AND NVIDIA'S ROCKY RELATIONSHIP (4 MINUTE READ) [16] Nvidia's decision to potentially invest far less than $100 billion into OpenAI raises big questions for Oracle, like whether OpenAI can make good on its five-year, $300 billion contract with Oracle. Oracle reported $523 billion of remaining performance obligations in November, which represents contracted sales not yet recognized as revenue. It plans to issue as much as $20 billion of common stock this year as part of a broader plan to raise up to $50 billion through equity and debt financing to expand its cloud-infrastructure business. OpenAI has an estimated $1.4 trillion in commitments in total. ⚡ QUICK LINKS TLDR IS HIRING A CURATOR FOR TLDR IT! (TLDR CURATOR, ~5 HRS/WEEK) We are launching a brand new newsletter covering IT and enterprise tech. If you are an IT leader interested in writing for us, please send your resume or LinkedIn to itcurator@tldr.tech! OPENAI AND THE NEW ANNOUNCEMENT ECONOMY (6 MINUTE READ) [17] OpenAI's press releases are nothing more than strategic posturing. INSIDE NVIDIA'S 10-YEAR EFFORT TO MAKE THE SHIELD TV THE MOST UPDATED ANDROID DEVICE EVER (14 MINUTE READ) [18] Nvidia released the first Shield Android TV in 2015, and support for the set-top box is still going strong. THE SHOVELWARE COMETH (2 MINUTE READ) [19] Show HN posts per month more than doubled in the past year, indicating that we may soon be overwhelmed by shovelware. EXPLORING SOLUTIONS TO TACKLE LOW-QUALITY CONTRIBUTIONS ON GITHUB (2 MINUTE READ) [20] GitHub is evaluating whether to add options to disable PRs entirely, restrict PRs to collaborators, and delete a PR from the UI, and it is exploring other ways to tackle low-quality contributions as AI adoption increases. TWO KINDS OF AI USERS ARE EMERGING. THE GAP BETWEEN THEM IS ASTONISHING (8 MINUTE READ) [21] There are power users, who are all in on adopting AI technology and often not very technical, and then there are the people who generally only use AI as a chatbot. MOVE FAST, BUT OBEY THE RULES: CHINA'S VISION FOR DOMINATING AI (9 MINUTE READ) [22] China's leadership has decided that AI will drive the country's economic growth in the next decade, but it cannot allow the technology to disrupt the stability of Chinese society and the Communist Party's hold over it. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [23] Track your referrals here. [24] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to ADVERTISE WITH US [25]. Want to work at TLDR? 💼 APPLY HERE [26], CREATE YOUR OWN ROLE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTSTRAPPED BUSINESSES [28] of 2025. If you have any comments or feedback, just respond to this email! Thanks for reading, Dan Ni [29] & Stephen Flanders [30] Manage your subscriptions [31] to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe [32]. 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The best B2B events feel like great parties rather than nonstop sales pitches. Keep leadership relaxed so they can connect with guests ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [GrowthX] [4] TLDR MARKETING 2026-02-02 GET THE $250K PLAYBOOK FOR AI VISIBILITY FOR FREE (SPONSOR) [4] Each week, millions of buyers use AI to search for products, making decisions long before they talk to a salesman. The problem: Most companies have _no idea_ what AI says about them. So how did Augment Code 3X THEIR AI VISIBILITY IN 4 MONTHS—outranking everyone else in hyper-competitive prompts? They used the winning AEO playbook from GrowthX [4]. In this 2-hour workshop [4], you can learn how to use GrowthX's [5] playbook to rank high across ChatGPT, Perplexity, and Google results. Get the recording [4] AT NO COST or get 90% off (use code TLDR) the AI Led Growth Membership [6] for more winning strategies. 📱 NEWS & TRENDS HOW PEOPLE ARE SPENDING IN EARLY 2026 AND WHY IT MATTERS (2 MINUTE READ) [7] Card payment data shows consumers are still spending in early 2026, but behavior is more selective and deal-driven. Visa and Mastercard report a gap between weak sentiment surveys and stronger actual spending. Higher-income shoppers drove the most growth, with the top-spend band rising fastest in Q4 2025 while lower-spend bands remained flat. Travel and e-commerce stay strong, and cross-border volume rose 15% as holiday shopping moved online. SUPER BOWL ADS ARE MARKETING TO THE ALGORITHMS (5 MINUTE READ) [8] Super Bowl ads now drive digital campaigns as much as TV exposure. Brands tease campaigns early, create meme-friendly content, and extend the story before and after the game. They link content to product drops or e-commerce to turn attention into sales. Mentions, shares, and watch time help push content to the top of feeds. The Super Bowl spot acts as a launchpad for online visibility and influence across social and streaming platforms. 🚀 STRATEGIES & TACTICS 21 FACTS ABOUT THROWING GOOD PARTIES (4 MINUTE READ) [9] The best B2B events feel like great parties rather than nonstop sales pitches. Keep leadership relaxed so they can connect with guests. Invite clusters of attendees who know each other and overbook strategically to account for no-shows. Encourage movement with standing areas, food, and drinks spread out. Train your team to host and introduce, not sell. Treat events as a service to the community. People remember the experience and make connections that pay off later. HOW AUDIENCE RESEARCH DRIVES GREAT CONTENT IDEAS (16 MINUTE READ) [10] This BuzzStream podcast breaks down how Revver's Rage Cage campaign turned accountant frustration with paper into a live activation that drove 90 deals and major organic growth. Great ideas start with audience research, not channels. Takeaways include calling customers to uncover repeat pain points and using Reddit tools like Gummy Search to spot patterns. Build campaigns around one clear insight and tie creative directly to revenue through email nurture and sales follow-up. Strengthen your mid funnel first, and then take informed creative swings. 🧑‍💻 RESOURCES & TOOLS MOLTBOOK (WEBSITE) [11] Moltbook is a new social network where AI agents post, argue, and collaborate while humans watch. Built by Matt Schlicht, the platform is largely run by an AI that moderates posts and manages users. Thousands of agents are already participating, sharing ideas and even flagging bugs. The project explores what happens when autonomous systems interact in public, without direct human control. VIBE CODING FOR MARKETERS: BUILD YOUR OWN INFLUENCER TOOL (WEBINAR) [12] The panel will discuss how marketers can build exactly what they need, test ideas fast, and improve workflows without waiting on budgets or developers. They'll walk through an example of turning YouTube comments into real influencer signals via its API. The free event will take place on February 3 at 7 AM PT. 🎁 MISCELLANEOUS THE ECONOMICS OF A SUPER BOWL AD (17 MINUTE READ) [13] Ro's CEO breaks down why a Super Bowl ad can make economic sense despite a $233K per second price tag. His argument centers on attention density, with more than 100M viewers actively watching ads, compressing years of brand awareness into one night. He frames the risk as capped within a large marketing portfolio, while upside comes from improved CAC and downstream efficiency across search, social, TV, and OOH. The math shows that even a 1% to 3% lift in future marketing efficiency can justify an eight-figure spend over 12 months. ABG CMO IS EATING THE WORLD (3 MINUTE READ) [14] In today's attention-driven market, a single viral post can outperform traditional ads. Startups like Cluely used extreme storytelling and armies of micro-creators to generate billions of views at minimal cost. Social engagement is now a form of due diligence. VCs now chase mindshare, talent flows into content-first roles, and marketing standards rise. Product quality matters, but attention drives funding and growth. TESTING COMPETITOR SABOTAGE IN AI RESPONSES (6 MINUTE READ) [15] Negative GEO is possible because some AI models will surface false negative claims if that content appears on discoverable third-party websites. In a controlled test using a fake persona and 10 established sites, only 2 of 11 models cited the planted content after several weeks. Perplexity included the negative allegations and treated site citations as enough support, even without mainstream sources. ChatGPT referenced the same sites but flagged credibility issues and noted the lack of corroboration from trusted outlets. Results show that model trust checks and source authority strongly affect whether damaging claims appear in AI answers. This tactic does not scale easily across most models. ⚡ QUICK LINKS THE VICIOUS CYCLE OF LONG WAIT TIMES (4 MINUTE READ) [16] Longer wait times can lead customers to spend more time receiving a service, which can worsen congestion. THE GEO FRAMEWORK (2 MINUTE READ) [17] A framework used by Ross Simmonds for his own clients. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/eb173905/5 [18] Track your referrals here. [19] Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of marketing professionals and decision makers, you may want to ADVERTISE WITH US [20]. 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Elon Musk's companies are trending towards convergence. SpaceX is considering a potential merger with Tesla as well as xAI ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  Sign Up [1] |Advertise [2]|View Online [3] TLDR TOGETHER WITH [Contextual] [4] TLDR 2026-02-02 AI FOR WHEN IT _IS_ ROCKET SCIENCE (SPONSOR) [4] AI still fails at complex, specialized work. Sure, it can draft emails — but does anyone really trust it to review overnight hot-fire test results or answer advanced technical questions? Contextual AI built Agent Composer [4] specifically for complex tasks. Here's what it's already done [4]: * An advanced manufacturer reduced root-cause analysis from 8 HOURS TO 20 MINUTES by automating sensor data parsing and log correlation. * A tech-enabled 3PL provider achieved 60X FASTER ISSUE RESOLUTION by diagnosing problems across WMS logs and supplier APIs. * A test equipment maker generated test code IN MINUTES INSTEAD OF DAYS by translating procedures into control logic. Get up to $50 in credit and start building [5] 📱 BIG TECH & STARTUPS ELON MUSK'S RELENTLESS AI PURSUIT HAS HIM ON THE HUNT FOR CAPITAL (13 MINUTE READ) [6] Elon Musk's companies are trending towards convergence. SpaceX is considering a potential merger with Tesla as well as xAI. A tie-up would consolidate cash flow while bringing together capabilities in energy, manufacturing, satellite production, and rocket launches under one roof. xAI is currently burning around $1 billion a month, forcing Musk to further blur corporate boundaries, pool capital, and rethink whether largely independent moonshots should stay separate. THE $100 BILLION MEGADEAL BETWEEN OPENAI AND NVIDIA IS ON ICE (5 MINUTE READ) [7] A plan for Nvidia to invest $100 billion into OpenAI, announced last September, has stalled after some inside Nvidia expressed doubts about the deal. Nvidia plans to push ahead with a separate large investment in OpenAI that will amount to $100 billion from multiple partners. The original $100 billion agreement was nonbinding and not finalized. OpenAI is laying the foundation to go public by the end of 2026 - the stalled pact is a blow to this effort. 🚀 SCIENCE & FUTURISTIC TECHNOLOGY BLUE ORIGIN SHUTTERS NEW SHEPARD ROCKET PROGRAM TO FOCUS ON MOON LANDER DEVELOPMENT (2 MINUTE READ) [8] Blue Origin is pausing flights of its New Shepard rocket for at least two years to focus on efforts to build a moon lander for NASA. The company has a $3.6 billion contract with NASA to build a lunar lander to send US astronauts to the lunar surface later this decade. New Shepard has launched dozens of paying passengers and research experiments towards the edge of space since 2021. It was Blue Origin's first rocket, debuting back in 2015. SPACEX EYES 1 MILLION SATELLITES FOR ORBITAL DATA CENTER PUSH (3 MINUTE READ) [9] SpaceX has filed a request with the FCC to launch up to one million satellites to create a network of orbiting data centers around Earth. The company's Orbital Data Center system would deliver the compute capacity required for large-scale AI inference and data center applications for billions of users. They will be solar-powered and use optical links to connect to Starlink. The filing claims that orbital data centers are the most efficient way to meet the accelerating demand for AI computing power. 💻 PROGRAMMING, DESIGN & DATA SCIENCE THE NEW AGENT COMPOSER BRINGS AI TO EXPERT-LEVEL ENGINEERING WORK (SPONSOR) [10] Most AI tools lack the context to help with high-complexity tasks such as root cause analysis. Agent Composer [10] by Contextual AI is built for high-stakes environments like: semiconductors, aerospace, logistics, and finance. Early adopters are using it to compress hours of complex engineering work into minutes. Want to see how? Join launch event on February 5. [10] CODE IS CHEAP. SHOW ME THE TALK (23 MINUTE READ) [11] Large language model coding tools have fundamentally changed software development. Reading and critically evaluating code has become more important than learning syntax and typing it out line by line. Developers who can imagine, articulate, define problem statements, architect, and engineer have a massive advantage over those who can't, now more disproportionately than ever. Knowledge of specific language, syntax, and frameworks is no longer a bottleneck. Developers now need good critical thinking and foundational human skills, and competence to run the machinery. HOW X DECIDES WHAT 550 MILLION USERS SEE (10 MINUTE READ) [12] X recently open-sourced its algorithm. This post dissects the code to find out how it works. The algorithm tries to maximize positive engagement and minimize negative engagement while prioritizing quality over quantity. Controversial content persists despite penalties because volume overwhelms penalty. Rage bait works when the engaged audience vastly outnumbers the offended minority. Early engagement matters because of feedback loops, not because of any multiplier for fast likes. 🎁 MISCELLANEOUS MOLTBOOK IS THE MOST INTERESTING PLACE ON THE INTERNET RIGHT NOW (7 MINUTE READ) [13] OpenClaw is an open-source implementation of a digital personal assistant pattern. Moltbook is a social network where these digital assistants can talk to each other. These agents have been used to buy cars by negotiating with multiple dealers over email, understand voice messages by using multiple tools, and more. The demand for these tools is clearly here, but the security challenges still remain. LOYALTY IS DEAD IN TECH (3 MINUTE READ) [14] It used to be that early employees who took the risk along with the founders shared the outcome. That is no longer the case, with founders leaving companies and employees in acquihires that license the technology and abandon the rest. Employees are starting to learn that a 'mission' is just a recruiting pitch. There are still some founders who would rather go slower than abandon the people who believed in them - finding them has never mattered more. ⚡ QUICK LINKS RUNABLE: AI SUITE FOR EVERYONE (SPONSOR) [15] Stop juggling tools. Runable 2.0 creates finished slides, websites, reports, and videos – all from one prompt. Edit sections without burning credits. 300,000 users joined last month. Start creating [15] INSIDE CHINA'S REAL ADVANTAGE: MANUFACTURING AT SCALE (17 MINUTE READ) [16] This post looks at how China manufactures at scale, how new energy moves through factories and supply chains, and what execution looks like on the ground. BANKER CLAIMS ORACLE MAY SLASH UP TO 30,000 JOBS, SELL HEALTH UNIT TO PAY FOR AI BUILD-OUT (2 MINUTE READ) [17] Equity and debt investors are increasingly questioning how Oracle will finance its $300 billion, five-year contract with OpenAI. THE CRYPTO CEO WHO'S BECOME ENEMY NO. 1 ON WALL STREET (13 MINUTE READ) [18] Brian Armstrong, head of Coinbase and a powerful voice in industry debates, has attracted a lot of criticism from leaders in traditional finance. AI AFTER DRUG DEVELOPMENT (28 MINUTE READ) [19] If AI could help lower drug failure rates, it would make it far more economical for pharmaceutical companies to take more shots. IN PRAISE OF –DRY-RUN (3 MINUTE READ) [20] Dry runs let users see what happens if commands are run without making any changes. THE AI BOOM IS COMING FOR APPLE'S PROFIT MARGINS (4 MINUTE READ) [21] Apple is seeing constraints in its chip supplies, and memory prices are increasing significantly. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/420aa5da/ [22] Track your referrals here. 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