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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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