{"title":"AI Daily - 2026-03-02","url":"/en/ai-daily/ai-daily-2026-03-03/","date":"2026-03-03","type":"ai-daily","content":"\u003ch1 id=\"2026-03-03-ai-daily-watch-list--x-hot-topics\"\u003e\n  2026-03-03 AI Daily (Watch List + X Hot Topics)\n  \u003ca class=\"heading-link\" href=\"#2026-03-03-ai-daily-watch-list--x-hot-topics\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003eThis report is based on a Watch List JSON snapshot generated by Phase 2, as well as AI-related hot topics on X/Twitter (captured via the bird CLI).\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"i-watch-list-update-summary\"\u003e\n  I. Watch List Update Summary\n  \u003ca class=\"heading-link\" href=\"#i-watch-list-update-summary\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eTime window: Last 7 days; covers 16 sources; 26 updates in total.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch3 id=\"acquiredfm-a_full\"\u003e\n  Acquired.fm (A_full)\n  \u003ca class=\"heading-link\" href=\"#acquiredfm-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://www.acquired.fm/episodes/formula-1\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eFormula 1\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-03 06:18 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Formula 1 is three competitions in one: a contest where the world\u0026rsquo;s best drivers compete at 200 mph, an engineering World Cup where thousand-person teams spend hundreds of millions of dollars to design cars from scratch, and—as one of our listeners perfectly described it—\u0026ldquo;The Real Housewives of the garage,\u0026rdquo; a soap opera of billionaire egos, team politics, and paddock drama that makes for incredible reality TV.\n\u003cul\u003e\n\u003cli\u003eIt is also the world\u0026rsquo;s most popular annual sports series, with over 827 million fans globally—a fact that would shock most Americans, who had never heard of it until a recent Netflix series went viral.\u003c/li\u003e\n\u003cli\u003eToday we tell the story of how a chaotic, deadly, and dysfunctional European series became one of the greatest business stories in sports.\u003c/li\u003e\n\u003cli\u003eFor decades, brilliant engineers and daring drivers dedicated their lives (and often lost them) to a league controlled for 45 years by one man: a former London car dealer named Bernie Ecclestone, who centralized power and siphoned billions, while also undeniably making the sport a success single-handedly.\u003c/li\u003e\n\u003cli\u003eThen, the American company Liberty Media acquired the entire enterprise in 2017, assembled a team of Fox Sports and ESPN veterans, and did what Bernie never did—professionalize it.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eFormula 1 is three competitions in one: a 200mph battle of the world\u0026rsquo;s best race car drivers, the world cup of engineering where thousand-person teams spend…\u003c/li\u003e\n\u003cli\u003eIt\u0026rsquo;s also the world\u0026rsquo;s most popular annual sporting series with over 827 million fans globally — a fact that would shock most Americans, who until a recent viral…\u003c/li\u003e\n\u003cli\u003eFor decades, brilliant engineers and daredevil drivers dedicated their lives (and too often lost them) to a league controlled for 45 years by a single man: a fo…\u003c/li\u003e\n\u003cli\u003eThen, in a move no one saw coming, the American company Liberty Media bought the whole thing in 2017, installed a team of Fox Sports and ESPN veterans, and did…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"y-combinator-podcast-b_introsearch\"\u003e\n  Y Combinator Podcast (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#y-combinator-podcast-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://podcasters.spotify.com/pod/show/ycombinator/episodes/The-Fastest-Path-To-Super-Intelligence-e3fm703\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe Fastest Path To Super Intelligence\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-27 23:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - You\u0026rsquo;ve probably heard of OpenClaw (formerly known as Clawdbot/Moltbot).\n\u003cul\u003e\n\u003cli\u003eThe sensational open-source AI assistant that runs on your own device, connects with the messaging apps you already use, and goes beyond chat to actually perform tasks like managing your email, calendar, files, workflows, and more.\u003c/li\u003e\n\u003cli\u003eNow meet the person behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sits down with Peter Steinberger, the founder of OpenClaw, to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents are set to reshape the future of software.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003ePoetiq is a new startup founded by former DeepMind researchers that recently achieved a major jump on the ARC-AGI and Humanity\u0026rsquo;s Last Exam benchmark by layer…\u003c/li\u003e\n\u003cli\u003eIn this episode of Lightcone, Poetiq\u0026rsquo;s Founder \u0026amp; CEO Ian Fischer joined us to discuss how small teams can build “reasoning harnesses” that outperform base m…\u003c/li\u003e\n\u003cli\u003e01:07 – Recursive Self-Improvement Explained02:07 – The Fine-Tuning Trap02:59 – “Stilts” for LLMs03:14 – Recursive Self-Improvement vs\u003c/li\u003e\n\u003cli\u003eFine-Tuning05:05 – Taking the Top Spot on ARC-AGI06:37 – Beating Claude on Humanity’s Last Exam08:40 – How the Meta-System Works10:26 – Beyond RL: A New S-Curve…\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lex-fridman-podcast-a_full\"\u003e\n  Lex Fridman Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#lex-fridman-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://lexfridman.com/rick-beato/?utm_source=rss\u0026amp;utm_medium=rss\u0026amp;utm_campaign=rick-beato\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e#492 – Rick Beato: Greatest Guitarists of All Time, History \u0026amp; Future of Music\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-01 12:33 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Rick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrumentalist, playing guitar, bass, cello, and piano.\n\u003cul\u003e\n\u003cli\u003eHis incredible YouTube channel celebrates great musicians and musical ideas and helps millions of people fall in love with great music all over again.\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc.\u003c/li\u003e\n\u003cli\u003eUPLIFT Desk: Standing desks and office-friendly ergonomic design.\u003c/li\u003e\n\u003cli\u003eBetterHelp: Online therapy and counseling.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eRick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrument musician, playing guitar, bass, cello \u0026amp; piano\u003c/li\u003e\n\u003cli\u003eHis incredible YouTube channel celebrates great musicians \u0026amp; musical ideas, and helps millions of people fall in love with great music all over again.\u003c/li\u003e\n\u003cli\u003eThank you for listening ❤ Check out our sponsors: \u003ca href=\"https://lexfridman.com/sponsors/ep492-sc\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lexfridman.com/sponsors/ep492-sc\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"all-in-podcast-a_full\"\u003e\n  All-In Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#all-in-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://allinchamathjason.libsyn.com/software-stocks-implode-claudes-hit-list-state-of-the-union-reactions-trumps-tariff-pivot\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eSoftware Stocks Implode, Claude\u0026rsquo;s Hit List, State of the Union Reactions, Trump\u0026rsquo;s Tariff Pivot\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-28 08:34 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Bestie intro (1:22) Claude\u0026rsquo;s hit list, SaaS crash, and Citrini\u0026rsquo;s AI letter (30:39) Why the \u0026ldquo;Doom\u0026rdquo; narrative is more popular and valuable\u0026hellip;\n\u003cul\u003e\n\u003cli\u003e(52:13) State of the Union reactions (1:03:58) Science Corner: Curing blindness with Yamanaka factors.\u003c/li\u003e\n\u003cli\u003e(1:10:17) Supreme Court strikes down tariffs, Trump pivots to applying for liquidity:.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e(0:00) Bestie intros\n(1:22) Claude\u0026rsquo;s hit list, SaaS crash, and Citrini\u0026rsquo;s AI letter\n(30:39) Why Doomer narratives are more popular, valuable new…\u003c/li\u003e\n\u003cli\u003e(52:13) State of the Union reactions\n(1:03:58) Science Corner: Cure for blindness via Yamanaka Factors\u003c/li\u003e\n\u003cli\u003e(1:10:17) SCOTUS strikes down tariffs, Trump pivots\nApply for Liquidity:\n\u003ca href=\"https://allinliquidity.com\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://allinliquidity.com\u003c/a\u003e\u0026lt;/…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lennys-podcast-a_full\"\u003e\n  Lenny\u0026rsquo;s Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#lennys-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/this-week-on-how-i-ai-5-openclaw\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🎙️ This week on How I AI: 5 OpenClaw agents run my home, finances, and code \u0026amp; How Coinbase scaled AI to 1,000+ engineers\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-03 00:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Every Monday, host Claire Vo shares a 30- to 45-minute show with new guests, showcasing the practical and effective ways they’ve learned to use AI in their work or life.\n\u003cul\u003e\n\u003cli\u003eNo pontificating—just specific and actionable advice.\u003c/li\u003e\n\u003cli\u003e5 OpenClaw agents manage my home, finances, and code | Jesse Genet Brought to you by: Optimizely—The AI agent orchestration platform for marketing and digital teams. Jesse Genet is a homeschooling parent and entrepreneur who runs five specialized OpenClaw agents, each on its own Mac Mini, to manage homeschool curriculum, family finances, scheduling, development projects, and home operations.\u003c/li\u003e\n\u003cli\u003eShe treats each agent like a new employee: with clear roles, scoped access, decision logs, and progressive trust.\u003c/li\u003e\n\u003cli\u003eIn this episode, she shares how she photographs curriculum books to automatically generate lesson plans, builds custom apps with zero terminal experience, partitions sensitive data across machines, and connects the digital and physical worlds by inventorying every toy and supply in her home.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2\u0026rdquo; href=\u0026ldquo;\u003ca href=\"https://substackcdn.com/image/fetch/$s\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://substackcdn.com/image/fetch/$s\u003c/a\u003e_\u003c/li\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…\u003c/li\u003e\n\u003cli\u003eNo pontificating—just specific and actionable advice\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-coinbase-scaled-ai-to-1000-engineers\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Coinbase scaled AI to 1,000+ engineers | Chintan Turakhia\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-02 21:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Chintan Turakhia is the Senior Director of Engineering at Coinbase, who led the transformation of an organization with over 1,000 engineers to adopt AI tools at scale.\n\u003cul\u003e\n\u003cli\u003eWhen tasked with rewriting Coinbase\u0026rsquo;s self-custody wallet into a consumer social app in just six to nine months, Chintan turned to AI as a force multiplier.\u003c/li\u003e\n\u003cli\u003eHis team achieved significant efficiency gains, including reducing PR review times from 150 hours to just 15, and dramatically compressing the cycle from user feedback to shipped feature.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eListen or watch on YouTube, Spotify, or Apple Podcasts What you\u0026rsquo;ll learn: - How to drive AI adoption in large, established engineering organizations - The \u0026ldquo;speed run\u0026rdquo; technique that got 100 engineers to push 70 PRs in 15 minutes - How to identify and replicate the behaviors of AI power users - Why engineering leaders must get hands-on with AI tools to drive adoption - How to build custom AI agents that integrate with existing workflows - The metrics that really matter when measuring AI\u0026rsquo;s impact on engineering velocity - How to compress the cycle from user feedback to shipped features Brought to you by: WorkOS — Get your app enterprise-ready today \u0026amp; Rovo — The AI that knows your business In this episode, we cover: (00:00) Introducing Chintan (02:38) How Coinbase utilized AI to help rewrite its app (08:00) The importance of leadership conviction and hands-on demos (10:30) The \u0026ldquo;PR speed run\u0026rdquo; technique that transformed team adoption (17:57) Measuring success (19:20) Demo: Real-time feedback on feature implementation (23:14) Analyzing AI adoption patterns with Cursor (33:15) Quick recap and appreciation (36:00) Demo: Building a real-time feedback capture system with AI transcription (40:50) Automating engineering workflows with a custom Slack bot (47:10) Advice for driving AI adoption within your organization (50:00) Personal use case: AI for selecting wine based on taste preferences (55:23) Lightning round and final thoughts Referenced Tools: • Cursor: • Linear: • Slack: • ChatGPT: • Claude: • GitHub Copilot: Other References: • Coinbase: • React Native: • How Custom GPTs Can Make You a Better Manager | Hilary Gridley (Principal Product Lead at Whoop): Where to find Chintan Turakhia: LinkedIn: X: Base App (formerly Coinbase Wallet): Where to find Claire Vo: ChatPRD: Website: LinkedIn: X: Production and marketing.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWatch Now | 🎙️ How to Drive AI Adoption in an Org of 1,000+ Engineers: From PR Speed Runs to Automating Feedback-to-Features, and Identifying Power Users with Data-Driven Analytics Chintan Turakhia is Senior Director of Engineering… When tasked with rewriting Coinbase’s self-custody wallet into a consumer social app in just six to nine months, Chintan turned to AI as a force multiplier… His team has achieved remarkable efficiency gains, including reducing PR review times from 150 hours to just 15 hours, and dramatically compressing the cycle… i=1000752506734\u0026rdquo;\u0026gt;Apple Podcasts What you’ll learn: - How to drive AI adoption in large, established engineering orgs… How Coinbase Scaled AI to 1,000+ Engineers | Chintan Turakhia.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Key Points:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eChintan Turakhia is Senior Director of Engineerin…\u003c/li\u003e\n\u003cli\u003eWhen tasked with rewriting Coinbase’s self-custody wallet into a consumer social app in just six to nine months, Chintan turned to AI as a force multiplie…\u003c/li\u003e\n\u003cli\u003eHis team has achieved remarkable efficiency gains, including reducing PR review times from 150 hours to just 15 hours, and dramatically compressing the cycle fr…\u003c/li\u003e\n\u003cli\u003ei=1000752506734\u0026quot;\u0026gt;Apple Podcasts\nWhat you’ll learn:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eHow to drive AI adoption in large, established engineering org…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/the-design-process-is-dead\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe design process is dead. Here’s what’s replacing it. | Jenny Wen (head of design at Claude)\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-01 21:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Jenny Wen leads the design of Claude at Anthropic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ePrior to this, she was Director of Design at Figma, leading the teams for FigJam and Slides.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eBefore that, she was a designer at Dropbox, Square, and Shopify.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhy the classic discovery → mock → iterate design process is becoming obsolete 2.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhat a day in the life of a designer at Anthropic is like, including her AI tool stack 3.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN 要点：\n\u003cul\u003e\n\u003cli\u003eJenny Wen leads design for Claude at Anthropic\u003c/li\u003e\n\u003cli\u003ePrior to this, she was Director of Design at Figma, where she led the teams behind FigJam and Slides\u003c/li\u003e\n\u003cli\u003eBefore that, she was a designer at Dropbox, Square, and Shopify.\n—\nWe discuss:\n1\u003c/li\u003e\n\u003cli\u003eWhy the classic discovery → mock → iterate design process is becoming obsolete\n2\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/community-wisdom-building-your-tech\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🧠 Community Wisdom: Building your tech stack from scratch, surviving painful product demos, managing LLM credit costs, resources for new designers, and more\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-01 01:16 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - 👋 Hello, and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, sent every…\n\u003cul\u003e\n\u003cli\u003e，f_auto，q_auto：好，fl_progressive：陡峭/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p….\u003c/li\u003e\n\u003cli\u003e，w_1456，c_limit，f_auto，q_auto：好，fl_progressive：陡峭/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f….\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN 要点：\n\u003cul\u003e\n\u003cli\u003e👋 Hello and welcome to this week’s edition of ✨ Community Wisdom ✨ a subscriber-only email, delivered every…\u003c/li\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p…\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/ai-is-critical-for-humanitys-survival\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAI is critical for humanity’s survival: Cisco president on the AI revolution | Jeetu Patel\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-26 21:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Jeetu Patel is the President and Chief Product Officer at Cisco, where he leads a team of 30,000 people playing a core role in the massive artificial intelligence infrastructure build-out currently underway.\n\u003cul\u003e\n\u003cli\u003ePreviously, he was Chief Product Officer at Box for 5 years and ran his own startup for 17 years.\u003c/li\u003e\n\u003cli\u003eRecently, Jeetu organized an AI summit with attendees including industry leaders like Jensen Huang, Sam Altman, Marc Andreessen, and Fei-Fei Li.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eHow Cisco went AI-first across 90,000 employees 2.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eHis six-part framework for building great companies: timing, market, team, product, brand, distribution 3.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Key Points:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eJeetu Patel is the president and chief product officer at Cisco, where he leads a team of 30,000 people and is playing a central role in the…\u003c/li\u003e\n\u003cli\u003ePreviously, he spent five years as CPO at Box and 17 years running his own startup\u003c/li\u003e\n\u003cli\u003eRecently Jeetu organized an AI summit featuring industry leaders like Jensen Huang, Sam Altman, Marc Andreessen, and Fei-Fei Li.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eWe discuss…\n- How Cisco went AI-first across 90,000 employees\n2\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/5-openclaw-agents-run-my-home-finances\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e5 OpenClaw agents run my home, finances, and code | Jesse Genet\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-25 21:04 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Jesse Genet is a homeschooling parent and entrepreneur who manages her home with five specialized OpenClaw agents.\n\u003cul\u003e\n\u003cli\u003eShe layers them on top of her Obsidian \u0026ldquo;second brain,\u0026rdquo; deploys each agent on its own Mac Mini, and assigns each one a unique role—homeschool, finance, scheduling, development, and operations—so each has a clear scope and responsibility.\u003c/li\u003e\n\u003cli\u003eListen or watch on YouTube, Spotify, or Apple Podcasts. What you will learn: - How Jesse set up five OpenClaw agents, each with its own role, persona, SOUL.md file, and dedicated Mac Mini - The workflow for photographing an entire curriculum book and having an agent generate a formatted, ready-to-use lesson plan from the image - Using a coding agent to build a custom kids\u0026rsquo; TV app from scratch and get it on a real TV in four days (with zero prior terminal experience) - Why Jesse treats agent onboarding like employee onboarding - The \u0026ldquo;decision file\u0026rdquo; trick and other mantras for managing agents that actually stick - Where multi-agent collaboration breaks down, and why current messaging platforms don’t handle handoffs between agents well - How photographing every toy, book, and supply in the house allows the AI to recommend real physical materials during curriculum planning - The hands-free printing loop that gets Jesse from scan → upload → email → print to \u0026ldquo;Sylvie, print this\u0026rdquo; in 30 seconds flat. Brought to you by: Optimizely — The AI agent orchestration platform for marketing and digital teams. In this episode, we cover: ( 00:00 ) Meet Jesse and her \u0026ldquo;post-Claw\u0026rdquo; life (02:30) Layering OpenClaw on top of Obsidian (04:44) Automatically documenting homeschool lessons (07:12) Turning books into structured curriculum (13:09) Giving each agent a personality with SOUL.md files (14:39) Running multiple specialized AI agents (16:43) Agent collaboration (18:19) Partitioning data on Mac Minis (27:00) Building a custom YouTube app with AI (37:00) Creating a physical inventory from cabinet photos (41:00) Printing from voice: reducing friction (44:00) Managing agent memory and decision files. Tools referenced: • OpenClaw: • Obsidian: • Slack: • QuickBooks: • Google Gemini: • Mac Mini: Other references: • Claude Product Manager Code: research, writing, context libraries, custom to-do systems and more | Teresa Torres: Where to find Jesse Genet: X: LinkedIn: Where to find Claire Vo: ChatPRD: Website: LinkedIn: X: Production and marketing.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eJesse Genet is a homeschooling parent and entrepr…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eShe layers them on top of her Obsidian “second brain,” deploys each on its own Mac Mini, and assigns every agent a distinct role—homeschool, f…\n\u003cul\u003e\n\u003cli\u003ei=1000751390108\u0026quot;\u0026gt;Apple Podcasts\nWhat you’ll learn:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eHow Jesse set up five OpenClaw agents, each with its own role,…\n\u003cul\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.pn…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"stratechery-by-ben-thompson-a_full\"\u003e\n  Stratechery by Ben Thompson （A_full）\n  \u003ca class=\"heading-link\" href=\"#stratechery-by-ben-thompson-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/anthropic-and-alignment/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAnthropic and Alignment\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-02 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u003cstrong\u003eListen to this\u003c/strong\u003e post**:**.\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eJust because you do not take an interest in politics doesn\u0026rsquo;t mean politics won\u0026rsquo;t take an interest in you.\u003c/strong\u003e ― \u003cem\u003ePericles\u003c/em\u003e.\u003c/li\u003e\n\u003cli\u003eThis is not an article about the US-initiated campaign\u003c/li\u003e\n\u003cli\u003eagainst Iran, but it is a useful and timely analogy.\u003c/li\u003e\n\u003cli\u003eThere is an endless debate about the concept of international law and who might be violating it.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003e\n\u003cdiv class=\"wp-block-group wp-block-passport-podcast-player-logged-out-view has-border-color has-global-padding is-layout-constrained wp-container-core-group-is…\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/this-was-an-xbox/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e2026.09: This Was an Xbox\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-28 02:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Welcome back to This Week in Stratechery!\n\u003cul\u003e\n\u003cli\u003eAs a reminder, each week, every Friday, we send out this overview of content in the Stratechery bundle; highlighted links are free for all.\u003c/li\u003e\n\u003cli\u003eIn addition, you have complete control over what we send you.\u003c/li\u003e\n\u003cli\u003eFor what it\u0026rsquo;s worth, here are some of our favorites from this week.\u003c/li\u003e\n\u003cli\u003eHowever, there are new points to discuss today.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;img alt=\u0026quot;\u0026quot; class=\u0026ldquo;wp-image-18403\u0026rdquo; height=\u0026ldquo;956\u0026rdquo; src=\u0026ldquo;\u003ca href=\"https://i0.wp.com/stratechery.com/wp-content/uploads/20\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://i0.wp.com/stratechery.com/wp-content/uploads/20\u003c/a\u003e…\u003c/li\u003e\n\u003cli\u003eresize=1700%2C956\u0026amp;ssl=1\u0026rdquo; width=\u0026ldquo;1700\u0026rdquo; /\u0026gt;\u003c/li\u003e\n\u003cli\u003eWelcome back to This Week in Stratechery\u003c/li\u003e\n\u003cli\u003eAs a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; hig…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/an-interview-with-bill-gurley-about-runnin-down-a-dream/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAn Interview with Bill Gurley About Runnin’ Down a Dream\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-26 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - An interview with long-time (retired) venture capitalist Bill Gurley about his new book on building a career you love, Uber, and the modern state of venture capital.\n\u003cul\u003e\n\u003cli\u003eBen Thompson\u0026rsquo;s Stratechery article explains how Bill Gurley\u0026rsquo;s interview about Runnin’ Down a Dream is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also carries practical implications for founders, operators, and investors following the \u0026ldquo;Interview with Bill Gurley About Runnin\u0026rsquo; Down a Dream.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAn interview with long-time (retired) VC Bill Gurley about his new book about building a career you love, Uber, and the modern state of VC.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/xbox-replaces-head-of-gaming-xbox-history-whither-xbox/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eXbox Replaces Head of Gaming, Xbox History, Whither Xbox\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-25 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Xbox has a new head, but he\u0026rsquo;s not a gamer; I suspect Microsoft is doing what it should have done a decade ago: get out of the console business.\n\u003cul\u003e\n\u003cli\u003eBen Thompson\u0026rsquo;s Stratechery article explains how Xbox is replacing its head of gaming, the history of Xbox, and how Xbox is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the change in Xbox\u0026rsquo;s head of gaming, its history, and its future direction, it also brings practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003eXbox has a new head, who isn\u0026rsquo;t a gamer; I suspect Microsoft is doing what it should have done a decade ago: get out of the console business.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"openai-blog-a_full\"\u003e\n  OpenAI Blog (A_full)\n  \u003ca class=\"heading-link\" href=\"#openai-blog-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/our-agreement-with-the-department-of-war\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOur agreement with the Department of War\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-28 20:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Yesterday, we reached an agreement with the Pentagon to deploy advanced AI systems in classified environments, and we have requested that they make this system available to all AI companies.\n\u003cul\u003e\n\u003cli\u003eWe believe our agreement has more safeguards than any previous agreement on the classified deployment of AI, including Anthropic\u0026rsquo;s.\u003c/li\u003e\n\u003cli\u003eWe have three main red lines that guide our work with the DoW, which are generally shared by several other frontier labs:\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eNo use of OpenAI technology for mass domestic surveillance.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eNo use of OpenAI technology to direct autonomous weapons systems.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003eDetails on OpenAI’s contract with the Department of War, outlining safety red lines, legal protections, and how AI systems will be deployed in classified enviro…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/continuing-microsoft-partnership\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJoint Statement from OpenAI and Microsoft\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-27 13:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Since 2019, Microsoft and OpenAI have worked together to advance AI responsibly and make it widely beneficial.\n\u003cul\u003e\n\u003cli\u003eThe initial research partnership has evolved into one of the most important collaborations in the tech sector—built on mutual trust, deep technical integration, and a long-term commitment to innovation.\u003c/li\u003e\n\u003cli\u003eThe partnership remains strong and vital.\u003c/li\u003e\n\u003cli\u003eBuilding on years of deep collaboration and shared success, Microsoft and OpenAI continue to work closely together in research, engineering, and product development.\u003c/li\u003e\n\u003cli\u003eOur intellectual property relationship remains unchanged.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003eMicrosoft and OpenAI continue to work closely across research, engineering, and product development, building on years of deep collaboration and shared success.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/amazon-partnership\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI and Amazon announce strategic partnership\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-27 13:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI and Amazon have announced a strategic partnership to bring OpenAI\u0026rsquo;s Frontier platform to AWS, expanding the era of AI infrastructure, custom models, and enterprise AI\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eThis post from the OpenAI blog explains how the strategic partnership announced by OpenAI and Amazon will shape the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the announcement of the strategic partnership between OpenAI and Amazon, this also has practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Highlights:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eOpenAI and Amazon announce a strategic partnership bringing OpenAI’s Frontier platform to AWS, expanding AI infrastructure, custom models, and enterprise AI age…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/scaling-ai-for-everyone\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eScaling AI for everyone\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-27 13:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Today we are announcing $110B in new investment at a $730B pre-money valuation.\n\u003cul\u003e\n\u003cli\u003eThis includes $30B from SoftBank, $30B from NVIDIA, and $50B from Amazon.\u003c/li\u003e\n\u003cli\u003eToday, we are announcing $110B in new investment at a $730B pre-money valuation, including $30B from SoftBank, $30B from NVIDIA, and $50B from Amazon.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eToday we’re announcing $110B in new investment at a $730B pre money valuation\u003c/li\u003e\n\u003cli\u003eThis includes $30B from SoftBank, $30B from NVIDIA, and $50B from Amazon.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/introducing-the-stateful-runtime-environment-for-agents-in-amazon-bedrock\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing the Stateful Runtime Environment for Agents in Amazon Bedrock\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-27 13:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - The stateful runtime for agents in Amazon Bedrock brings persistent orchestration, memory, and secure execution to multi-step AI workflows powered by OpenAI.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the introduction of a stateful runtime environment for agents in Amazon Bedrock is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the introduction of the stateful runtime environment for agents in Amazon Bedrock, it also brings practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eStateful Runtime for Agents in Amazon Bedrock brings persistent orchestration, memory, and secure execution to multi-step AI workflows powered by OpenAI.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/update-on-mental-health-related-work\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAn update on our mental health-related work\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-27 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI shares the latest updates on its mental health safety work, including parental controls, trusted contacts, improved distress detection, and recent litigation developments\u0026hellip;\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how updates to our mental health-related work are shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the updates to our mental health-related work, it also brings practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI shares updates on its mental health safety work, including parental controls, trusted contacts, improved distress detection, and recent litigation develo…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/pacific-northwest-national-laboratory\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ePacific Northwest National Laboratory and OpenAI partner to accelerate federal permitting\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-26 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI and Pacific Northwest National Laboratory are launching DraftNEPABench, a new benchmark to evaluate how AI coding agents can accelerate federal permitting\u0026hellip;\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how Pacific Northwest National Laboratory and OpenAI are partnering to accelerate federal permitting, shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the partnership between Pacific Northwest National Laboratory and OpenAI to accelerate federal permitting, it also brings practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eOpenAI and Pacific Northwest National Laboratory introduce DraftNEPABench, a new benchmark evaluating how AI coding agents can accelerate federal permitting—sho…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/figma-partnership\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI Codex and Figma launch seamless code-to-design experience\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-26 14:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - OpenAI and Figma have launched a new Codex integration that connects code and design, enabling teams to iterate between implementation and the Figma canvas and\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the seamless code-to-design experience launched by OpenAI Codex and Figma is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the launch of the seamless code-to-design experience by OpenAI Codex and Figma, it also presents practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI and Figma launch a new Codex integration that connects code and design, enabling teams to move between implementation and the Figma canvas to iterate and…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/disrupting-malicious-ai-uses\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eDisrupting malicious uses of AI | February 2026\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-25 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Our latest threat report examines how malicious actors combine AI models with websites and social platforms, and what it means for detection and defense.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how disrupting the malicious uses of AI in February 2026 will shape the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the disruption of malicious AI uses, it also holds practical implications for founders, operators, and investors. February 2026.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOur latest threat report examines how malicious actors combine AI models with websites and social platforms—and what it means for detection and defense.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"google-deepmind-blog-a_full\"\u003e\n  Google DeepMind Blog (A_full)\n  \u003ca class=\"heading-link\" href=\"#google-deepmind-blog-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://deepmind.google/blog/nano-banana-2-combining-pro-capabilities-with-lightning-fast-speed/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eNano Banana 2: Combining Pro capabilities with lightning-fast speed\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-02-27 00:01 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Our latest image generation model delivers advanced world knowledge, production-ready specifications, thematic consistency, and more, all at Flash speed.\n\u003cul\u003e\n\u003cli\u003eThis article from the Google DeepMind blog explains how Nano Banana 2: Combining Pro capabilities with lightning-fast speed is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also offers practical implications for founders, operators, and investors in the wake of \u0026ldquo;Nano Banana 2: Combining Pro capabilities with lightning-fast speed.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOur latest image generation model offers advanced world knowledge, production ready specs, subject consistency and more, all at Flash speed.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lex-fridman-b_introsearch\"\u003e\n  Lex Fridman (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#lex-fridman-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/watch?v=1SJiTwbSI58\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eRick Beato: Greatest Guitarists of All Time, History \u0026amp; Future of Music | Lex Fridman Podcast #492\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-01 11:37 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Rick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrumentalist, playing guitar, bass, cello, and piano.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eHis incredible YouTube channel celebrates great musicians \u0026amp; musical ideas, and helps millions of people fall in love with great music all over again\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eGo to \u003cem\u003eBetterHelp:\u003c/em\u003e online therapy and counseling.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eGo to \u003cem\u003eLMNT:\u003c/em\u003e zero-sugar electrolyte drink mix.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eRick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrument musician, playing guitar, bass, cello \u0026amp; piano\u003c/li\u003e\n\u003cli\u003eHis incredible YouTube channel celebrates great musicians \u0026amp; musical ideas, and helps millions of people fall in love with great music all over again\u003c/li\u003e\n\u003cli\u003eThank you for listening ❤ Check out our sponsors: \u003ca href=\"https://lexfridman.com/sponsors/ep492-sb\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lexfridman.com/sponsors/ep492-sb\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/watch?v=KGVpKPNUdzA\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eKhabib vs Lex: Training with Khabib | FULL EXCLUSIVE FOOTAGE\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication time: 2026-02-26 06:36 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Today we trained with Khabib.\n\u003cul\u003e\n\u003cli\u003eOne of the greatest fighters of all time.\u003c/li\u003e\n\u003cli\u003eIt\u0026rsquo;s incredible that I had the honor.\u003c/li\u003e\n\u003cli\u003eTo be able to train with these people today.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eIn this video I\u0026rsquo;m training with Khabib Nurmagomedov, one of the greatest fighters of all time and a great human being\u003c/li\u003e\n\u003cli\u003eThis was truly an honor for me 🙏\u003c/li\u003e\n\u003cli\u003eThank you for listening ❤ Check out our sponsors: \u003ca href=\"https://lexfridman.com/sponsors/mv577-sb\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lexfridman.com/sponsors/mv577-sb\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, and to give feedback, submit questions, contact Lex, etc\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2 id=\"ii-ai-hot-topics-on-the-x-platform-based-on-bird\"\u003e\n  II. AI Hot Topics on the X Platform (based on bird)\n  \u003ca class=\"heading-link\" href=\"#ii-ai-hot-topics-on-the-x-platform-based-on-bird\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003ch3 id=\"topic-1-ted-lieu-revives-epstein-allegations-against-trump-amid-iran-strikes\"\u003e\n  Topic 1: Ted Lieu Revives Epstein Allegations Against Trump Amid Iran Strikes\n  \u003ca class=\"heading-link\" href=\"#topic-1-ted-lieu-revives-epstein-allegations-against-trump-amid-iran-strikes\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 4 hours ago, Number of related posts: 208,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Amid heightened tensions with Iran, U.S. Congressman Ted Lieu brought up the Epstein allegations against former President Trump again, sparking widespread attention on social media.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Such high-profile political controversies highlight the key role and challenges of artificial intelligence in information dissemination, public opinion analysis, disinformation detection, and content moderation on social media. AI technology can be used to track discussion trends and analyze public sentiment, but it also faces the risk of being misused to generate or spread false information, which calls for AI ethics and governance.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The main points of discussion on the X platform include: the patterns and speed of how such political allegations spread on social media, the potential application of AI tools in monitoring and analyzing related public opinion, and how to effectively distinguish between AI-generated content and authentic information. Additionally, discussions also focus on the potential impact of AI in shaping political narratives and information warfare, as well as the AI ethical dilemmas faced by platforms in content moderation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-jesse-pollak-welcomes-chinese-community-to-base\"\u003e\n  Topic 2: Jesse Pollak Welcomes Chinese Community to Base\n  \u003ca class=\"heading-link\" href=\"#topic-2-jesse-pollak-welcomes-chinese-community-to-base\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 15 hours ago, Number of related posts: 707\u003c/li\u003e\n\u003cli\u003eWhat it is: Base founder Jesse Pollak extended a welcome to the Chinese community, signaling the Base ecosystem\u0026rsquo;s emphasis on the Chinese market and potential AI+Web3 projects.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This move is expected to attract China\u0026rsquo;s vast developer and user base to the intersection of AI and blockchain on Base, accelerating the development and implementation of decentralized AI applications. As a mainstream L2, Base\u0026rsquo;s openness to the Chinese market will provide AI projects with a broader foundation of funding, talent, and users, driving the innovation and adoption of AI technology in the Web3 environment.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: The discussion focuses on the specific opportunities for Chinese developers and users to participate in AI+Web3 projects on Base, and how Base can better support these projects. The community is also concerned about the future prospects of combining AI and blockchain technology, the technical and regulatory challenges that may be faced in achieving decentralized AI within the Base ecosystem, and how to effectively promote the integration and collaboration between the Chinese community and the global Base ecosystem.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-irans-interim-leader-survives-airstrike-rumors-amid-escalating-war\"\u003e\n  Topic 3: Iran\u0026rsquo;s Interim Leader Survives Airstrike Rumors Amid Escalating War\n  \u003ca class=\"heading-link\" href=\"#topic-3-irans-interim-leader-survives-airstrike-rumors-amid-escalating-war\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eSummary: Trending Time: 2 days ago, Related Posts: 1,600,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Rumors surrounding an airstrike on Iran\u0026rsquo;s interim leader have drawn widespread attention on X, with their authenticity being scrutinized in the context of information warfare in the AI era.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This event highlights the immense potential of AI technology to accelerate the spread of information, including misinformation, posing significant challenges to AI ethics, content authenticity verification, and information security.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions on X primarily revolve around the origin of the rumors, the potential role of AI in creating and disseminating false information, and how to leverage or combat AI for information warfare and discernment amid escalating conflict.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-rep-ted-lieu-claims-epstein-files-alge-trump-child-rape-and-threats\"\u003e\n  Topic 4: Rep. Ted Lieu Claims Epstein Files Alge Trump Child Rape and Threats\n  \u003ca class=\"heading-link\" href=\"#topic-4-rep-ted-lieu-claims-epstein-files-alge-trump-child-rape-and-threats\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eSummary: Trending Time: 1 day ago, Related Posts: 187,000\u003c/li\u003e\n\u003cli\u003eWhat it is: U.S. Representative Ted Lieu claims that documents from the Epstein case allege former President Trump committed sexual assault against a child and made threats.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This event primarily concerns the political and legal spheres and is not directly related to artificial intelligence technology or its development. Its potential impact on the AI field is likely limited to indirect aspects such as information dissemination, content moderation, or fake news detection. For example, AI tools might face challenges in processing related news reports and social media discussions, but the core of the event is not an AI issue.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions on X mainly center on the authenticity of the allegations, political motivations, legal proceedings, media bias, and the impact on the reputations of the political figures involved. Users have generally expressed strong political stances, including supporting or questioning Ted Lieu\u0026rsquo;s claims, calling for transparent investigations, and scrutinizing information sources and dissemination.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-iranian-strikes-kill-three-in-uae-amid-escalating-retaliation\"\u003e\n  Topic 5: Iranian Strikes Kill Three in UAE Amid Escalating Retaliation\n  \u003ca class=\"heading-link\" href=\"#topic-5-iranian-strikes-kill-three-in-uae-amid-escalating-retaliation\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eSummary: Trending Time: 22 hours ago, Related Posts: 128,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Iranian strikes in the UAE resulted in three deaths, escalating regional conflict.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The escalation of such geopolitical conflicts may prompt nations to accelerate R\u0026amp;D investment in military AI, particularly in applications like drones, intelligence analysis, and cybersecurity, which in turn could influence the direction of global AI technology development and ethical discussions.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions on X are likely focused on the potential impact of geopolitical tensions on the global AI supply chain (e.g., chips), the role and ethical controversies of AI in military conflicts (such as drones and intelligence analysis), and the risks of using AI in information warfare.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-real-madrid-fields-youth-in-key-getafe-clash-at-bernabéu\"\u003e\n  Topic 6: Real Madrid Fields Youth in Key Getafe Clash at Bernabéu\n  \u003ca class=\"heading-link\" href=\"#topic-6-real-madrid-fields-youth-in-key-getafe-clash-at-bernab%c3%a9u\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eSummary: Trending Time: 8 hours ago, Related Posts: 42,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Real Madrid fielded its youth team in a key match against Getafe at the Bernabéu.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The sports world increasingly relies on data science and artificial intelligence for player selection, tactical analysis, and performance prediction. Real Madrid\u0026rsquo;s decision to use youth players in a crucial game might involve an AI-driven assessment of player potential, match risks, and rewards, sparking a discussion about the role of AI in strategic sports decision-making.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions on X are likely to focus on the potential of AI in scouting talent and optimizing tactics in sports, the accuracy of AI in predicting the performance of young players, and how AI-assisted decision-making can balance traditional coaching experience with data analysis.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"ai-public-opinion-summary-on-x-for-today\"\u003e\n  AI Public Opinion Summary on X for Today\n  \u003ca class=\"heading-link\" href=\"#ai-public-opinion-summary-on-x-for-today\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eToday\u0026rsquo;s AI public opinion summary on X is currently unavailable (generation failed or insufficient data).\u003c/p\u003e\n\u003ch2 id=\"iii-todays-key-points-recap\"\u003e\n  III. Today\u0026rsquo;s Key Points Recap\n  \u003ca class=\"heading-link\" href=\"#iii-todays-key-points-recap\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e \u0026ldquo;Formula 1\u0026rdquo; from Acquired.fm is a priority watch. Main content: - Formula 1 is three competitions in one: a race where the world\u0026rsquo;s best drivers compete at speeds of 200 mph, an engineering World Cup where thousand-person teams spend hundreds of millions of dollars to design cars from scratch, and—as one of our listeners perfectly described it—\u0026ldquo;The Real Housewives of the garage,\u0026rdquo; a drama of billionaire egos, team politics\u0026hellip;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 26 key updates have been captured in the last 7 days. You can select sources (Podcasts/Newsletters/Videos) for in-depth reading based on your own needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topic:\u003c/strong\u003e The topic \u0026ldquo;Ted Lieu Revives Epstein Allegations Against Trump Amid Iran Strikes\u0026rdquo; is highly popular (approx. 208,000 related posts), and can serve as an entry point for understanding global AI public opinion and perspectives.\u003c/li\u003e\n\u003c/ul\u003e\n","description":" 2026-03-03 AI Daily (Watch List + X Hot Topics) Link to heading This report is based on a Watch List JSON snapshot generated by Phase 2, as well as AI-related hot topics on X/Twitter (captured via the bird CLI).\nI. Watch List Update Summary Link to heading Time window: Last 7 days; covers 16 sources; 26 updates in total.\nAcquired.fm (A_full) Link to heading Formula 1 Published: 2026-03-03 06:18 Beijing Time Summary: - Formula 1 is three competitions in one: a contest where the world\u0026rsquo;s best drivers compete at 200 mph, an engineering World Cup where thousand-person teams spend hundreds of millions of dollars to design cars from scratch, and—as one of our listeners perfectly described it—\u0026ldquo;The Real Housewives of the garage,\u0026rdquo; a soap opera of billionaire egos, team politics, and paddock drama that makes for incredible reality TV. It is also the world\u0026rsquo;s most popular annual sports series, with over 827 million fans globally—a fact that would shock most Americans, who had never heard of it until a recent Netflix series went viral. Today we tell the story of how a chaotic, deadly, and dysfunctional European series became one of the greatest business stories in sports. For decades, brilliant engineers and daring drivers dedicated their lives (and often lost them) to a league controlled for 45 years by one man: a former London car dealer named Bernie Ecclestone, who centralized power and siphoned billions, while also undeniably making the sport a success single-handedly. Then, the American company Liberty Media acquired the entire enterprise in 2017, assembled a team of Fox Sports and ESPN veterans, and did what Bernie never did—professionalize it. EN Key Points: Formula 1 is three competitions in one: a 200mph battle of the world\u0026rsquo;s best race car drivers, the world cup of engineering where thousand-person teams spend… It\u0026rsquo;s also the world\u0026rsquo;s most popular annual sporting series with over 827 million fans globally — a fact that would shock most Americans, who until a recent viral… For decades, brilliant engineers and daredevil drivers dedicated their lives (and too often lost them) to a league controlled for 45 years by a single man: a fo… Then, in a move no one saw coming, the American company Liberty Media bought the whole thing in 2017, installed a team of Fox Sports and ESPN veterans, and did… Y Combinator Podcast (B_intro+search) Link to heading The Fastest Path To Super Intelligence Published: 2026-02-27 23:00 Beijing Time Summary: - You\u0026rsquo;ve probably heard of OpenClaw (formerly known as Clawdbot/Moltbot). The sensational open-source AI assistant that runs on your own device, connects with the messaging apps you already use, and goes beyond chat to actually perform tasks like managing your email, calendar, files, workflows, and more. Now meet the person behind it. YC\u0026rsquo;s Raphael Schaad sits down with Peter Steinberger, the founder of OpenClaw, to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents are set to reshape the future of software. EN Key Points: Poetiq is a new startup founded by former DeepMind researchers that recently achieved a major jump on the ARC-AGI and Humanity\u0026rsquo;s Last Exam benchmark by layer… In this episode of Lightcone, Poetiq\u0026rsquo;s Founder \u0026amp; CEO Ian Fischer joined us to discuss how small teams can build “reasoning harnesses” that outperform base m… 01:07 – Recursive Self-Improvement Explained02:07 – The Fine-Tuning Trap02:59 – “Stilts” for LLMs03:14 – Recursive Self-Improvement vs Fine-Tuning05:05 – Taking the Top Spot on ARC-AGI06:37 – Beating Claude on Humanity’s Last Exam08:40 – How the Meta-System Works10:26 – Beyond RL: A New S-Curve… Lex Fridman Podcast (A_full) Link to heading #492 – Rick Beato: Greatest Guitarists of All Time, History \u0026amp; Future of Music Release Time: 2026-03-01 12:33 Beijing Time Summary: - Rick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrumentalist, playing guitar, bass, cello, and piano. His incredible YouTube channel celebrates great musicians and musical ideas and helps millions of people fall in love with great music all over again. See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc. UPLIFT Desk: Standing desks and office-friendly ergonomic design. BetterHelp: Online therapy and counseling. EN Key Points: Rick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrument musician, playing guitar, bass, cello \u0026amp; piano His incredible YouTube channel celebrates great musicians \u0026amp; musical ideas, and helps millions of people fall in love with great music all over again. Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep492-sc See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc. All-In Podcast (A_full) Link to heading Software Stocks Implode, Claude\u0026rsquo;s Hit List, State of the Union Reactions, Trump\u0026rsquo;s Tariff Pivot Release Time: 2026-02-28 08:34 Beijing Time Summary: - (0:00) Bestie intro (1:22) Claude\u0026rsquo;s hit list, SaaS crash, and Citrini\u0026rsquo;s AI letter (30:39) Why the \u0026ldquo;Doom\u0026rdquo; narrative is more popular and valuable\u0026hellip; (52:13) State of the Union reactions (1:03:58) Science Corner: Curing blindness with Yamanaka factors. (1:10:17) Supreme Court strikes down tariffs, Trump pivots to applying for liquidity:. EN Key Points: (0:00) Bestie intros (1:22) Claude\u0026rsquo;s hit list, SaaS crash, and Citrini\u0026rsquo;s AI letter (30:39) Why Doomer narratives are more popular, valuable new… (52:13) State of the Union reactions (1:03:58) Science Corner: Cure for blindness via Yamanaka Factors (1:10:17) SCOTUS strikes down tariffs, Trump pivots Apply for Liquidity: https://allinliquidity.com\u0026lt;/… Lenny\u0026rsquo;s Podcast (A_full) Link to heading 🎙️ This week on How I AI: 5 OpenClaw agents run my home, finances, and code \u0026amp; How Coinbase scaled AI to 1,000+ engineers\n"}