{"title":"AI Daily - 2026-03-04","url":"/en/ai-daily/ai-daily-2026-03-05/","date":"2026-03-05","type":"ai-daily","content":"\u003ch1 id=\"2026-03-05-ai-daily-watch-list--x-hot-topics\"\u003e\n  2026-03-05 AI Daily (Watch List + X Hot Topics)\n  \u003ca class=\"heading-link\" href=\"#2026-03-05-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=\"1-watch-list-update-summary\"\u003e\n  1. Watch List Update Summary\n  \u003ca class=\"heading-link\" href=\"#1-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; 16 sources covered; 29 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 between the world\u0026rsquo;s best drivers at 200 miles per hour, an engineering World Cup where teams of a thousand people 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 hit Netflix series.\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, talented engineers and daring drivers dedicated their lives (and often lost them) to a league controlled by one man for 45 years: a former London car dealer named Bernie Ecclestone, who centralized power and extracted billions of dollars while, 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 Highlights:\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=\"a16z-podcast-a_full\"\u003e\n  a16z Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#a16z-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://ai-a16z.simplecast.com/episodes/jack-altman-martin-casado-on-the-future-of-vc-4Vfal3nk\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJack Altman \u0026amp; Martin Casado on the Future of VC\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-03 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Jack Altman sits down with a16z General Partner Martin Casado to discuss the changing dynamics of venture capital and why media is more important than ever.\n\u003cul\u003e\n\u003cli\u003eThey cover a16z\u0026rsquo;s evolution from a generalist to a specialized platform, the rise of AI infrastructure, and why the most intense battles today are often for talent, not market share.\u003c/li\u003e\n\u003cli\u003ea16z and its affiliates may maintain investments in the companies discussed.\u003c/li\u003e\n\u003cli\u003eFor more details, please visit a16z.com/disclosures.\u003c/li\u003e\n\u003cli\u003eSee everything a16z is doing with AI here, including articles, projects, and more podcasts.\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\u003eJack Altman sits down with Martin Casado, General Partner at a16z, to unpack the shifting dynamics of venture capital and why media matters more than ever\u003c/li\u003e\n\u003cli\u003eThey cover a16z’s evolution from generalists to specialized platforms, the rise of AI infrastructure, and why today’s fiercest battles are often for talent, not…\u003c/li\u003e\n\u003cli\u003eTimecodes:\u003c/li\u003e\n\u003cli\u003e0:00 Introduction\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\u003eRelease Time: 2026-02-27 23:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - You\u0026rsquo;ve probably heard of OpenClaw (formerly 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 do things like manage 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 OpenClaw founder Peter Steinberger to talk about 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 will reshape the future of software.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\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\u003c/li\u003e\n\u003c/ul\u003e\n\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 truly multi-instrumentalist musician, playing guitar, bass, cello, and piano.\n\u003cul\u003e\n\u003cli\u003eHis incredible YouTube channel celebrates great musicians and musical ideas, and has helped millions of people fall back in love with great music.\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, and so on.\u003c/li\u003e\n\u003cli\u003eUPLIFT Desk: Standing desks and office 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 Highlights:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\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\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\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://allinchamathjason.libsyn.com/ray-dalio-our-system-is-in-jeopardy-debt-ai-the-cycle-that-destroyed-rome\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eRay Dalio: Our System Is in Jeopardy - Debt, AI \u0026amp; the Cycle That Destroyed Rome\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-03 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Bitcoin (28:16) What Economists Got Wrong About Tariffs (41:11) Is America Heading Towards Collapse?\n\u003cul\u003e\n\u003cli\u003eAirwallex is a leading global payments and financial platform for modern businesses, offering trusted solutions to manage everything from business accounts, payments, funding, and expense management to embedded finance.\u003c/li\u003e\n\u003cli\u003eCheck it out: Ray Dalio joins the All-In Podcast for the third time to break down why America\u0026rsquo;s debt crisis is more severe than most realize and what comes next.\u003c/li\u003e\n\u003cli\u003eDalio covers the five forces reshaping the world order, why DOGE faces structural limitations, what\u0026rsquo;s driving gold to all-time highs while Bitcoin stumbles, the real story behind tariffs and trade deficits, and why he believes the US could be on the verge of collapse.\u003c/li\u003e\n\u003cli\u003eFollow Ray Dalio: Follow the besties: Follow on X: Follow on Instagram: Follow on TikTok: Follow on LinkedIn: Intro Music by: (0:00) Friedberg Introduces Ray Dalio (1:29) The 5 forces that will decide America\u0026rsquo;s future (7:26) Why government reform is nearly impossible (11:19) Gold vs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e(0:00) Friedberg Introduces Ray Dalio\n(1:29) 5 Forces That Will Decide America\u0026rsquo;s Future\n(7:26) Why Government Reform Is Nearly Impossible\n\u0026lt;…\u003c/li\u003e\n\u003cli\u003eBitcoin\n(28:16) What Economists Got Wrong About Tariffs\n(41:11) Is America Heading Towards Collapse\u003c/li\u003e\n\u003cli\u003eAirwallex is a leading global payments and financial platform for modern businesses, offering trusted solutions to manage everything from business accou…\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://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\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-28 08:34 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Bestie intros (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 apply 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\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e(52:13) State of the Union reactions\n(1:03:58) Science Corner: Cure for blindness via Yamanaka Factors\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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/p\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/how-to-debug-a-team-that-isnt-working\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow to debug a team that isn’t working: the Waterline Model\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-03 21:45 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Every week, I answer reader questions about building product, driving growth, and accelerating your career.\n\u003cul\u003e\n\u003cli\u003eMolly Graham is the epitome of the kind of person I love to work with.\u003c/li\u003e\n\u003cli\u003eShe spent decades working closely with some of the most successful tech leaders, including Mark Zuckerberg, Sheryl Sandberg, Chamath Palihapitiya, and Bret Taylor, and recently (through her Glue Club community), she has guided hundreds of leaders through the chaotic, lonely, and overwhelming journey inside early-stage and fast-growing companies.\u003c/li\u003e\n\u003cli\u003eDrawing from these experiences, she\u0026rsquo;s able to identify patterns of what works and what doesn\u0026rsquo;t, and is better than anyone I\u0026rsquo;ve seen at turning those lessons into powerful and memorable metaphors.\u003c/li\u003e\n\u003cli\u003eIn her post below, which I suspect will become as iconic as \u0026ldquo;giving away your legos,\u0026rdquo; she builds on our recent podcast conversation to unpack a management framework that will change how you approach team challenges: the Waterline Model.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e👋 Hey there, I’m Lenny\u003c/li\u003e\n\u003cli\u003eEach week, I answer reader questions about building product, driving growth, and accelerating your career\u003c/li\u003e\n\u003cli\u003eFor more: Lenny’s Podcast | Lennybot | \u0026lt;a href=\u0026ldquo;https://www…\u003c/li\u003e\n\u003cli\u003evia=lenny\u0026rdquo;\u0026gt;public speaking course , and interview prep copilot\n\u0026lt;a class…\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-to-debug-a-team-that-isnt-working-d43\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow to debug a team that isn’t working: the Waterline Model\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-03 21:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - \u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026quot;.\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%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.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%2F07ecbe26-b2c0-48dd-a5be-0a7195582….\u003c/li\u003e\n\u003cli\u003eMolly Graham—who has worked with Mark Zuckerberg, Sheryl Sandberg, and Chamath Palihapitiya—explains how this becomes one of the biggest problems…\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 is-viewable-img\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\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.p…\u003c/p\u003e\n\u003cul\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%2F07ecbe26-b2c0-48dd-a5be-0a7195582…\u003c/li\u003e\n\u003cli\u003eMolly Graham—who’s worked alongside Mark Zuckerberg, Sheryl Sandberg, and Chamath Palihapitiya—explains how that’s one of the biggest le…\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/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\u003ePublication Time: 2026-03-03 00:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Every Monday, host Claire Vo shares a 30 to 45-minute show with new guests, showcasing practical and effective ways they\u0026rsquo;ve learned to use artificial intelligence 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 run my home, finances, and code | Jesse Genet brings you: 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 with its own Mac Mini, to manage homeschool curriculum, family finances, scheduling, development projects, and household 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 course books to automatically generate lesson plans, builds custom applications 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\u003ePublication Time: 2026-03-02 21:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Chintan Turakhia, Senior Director of Engineering at Coinbase, 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 time from 150 hours to just 15 hours and dramatically compressing the cycle from user feedback to feature release.\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 a large, established engineering organization - The \u0026ldquo;speed run\u0026rdquo; technique that gets 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 metric that really matters when measuring AI impact: engineering velocity - How to compress the cycle from user feedback to shipped features Brought to you by: WorkOS — Get your app enterprise-ready today Rovo — The AI that understands your business In this episode, we\u0026rsquo;ll cover: (00:00) Introduction to Chintan (02:38) How Coinbase rewrote its app with AI assistance (08:00) The importance of leadership conviction and hands-on demos (10:30) The \u0026ldquo;PR speed run\u0026rdquo; technique that transforms team adoption (17:57) Measuring success (19:20) Demo: Real-time feedback for 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) Recommendations for driving AI adoption in your organization (50:00) Personal use case: AI choosing wine based on taste preferences (55:23) Lightning round and final thoughts Tools referenced: • Cursor: • Linear: • Slack: • ChatGPT: • Claude: • GitHub Copilot: Other references: • Coinbase: • React Native: • How Custom GPTs Can Make You a Better Manager | Hilary Gridley (Core 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 the Feedback-to-Feature Pipeline and Identifying Power Users with Data-Driven Analytics Chintan Turakhia is Senior Director of Engineerin… 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 multiplie… His team has achieved remarkable efficiency gains, including reducing PR review times from 150 hours to just 15 hours, and dramatically compressing the cycle fr… i=1000752506734\u0026rdquo;\u0026gt;Apple Podcasts What you’ll learn: - How to drive AI adoption in large, established engineering org… How Coinbase Is Scaling AI to 1,000+ Engineers | Chintan Turakhia.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Highlights:\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\u0026rdquo;\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 for 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 FigJam and Slides teams.\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 an Anthropic designer looks like, including her AI tool stack 3.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key Takeaways:\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\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhy the classic discovery → mock → iterate design process is becoming obsolete\n2\u003c/p\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\u003eSummary: - 👋 Hello and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, sent every\u0026hellip;\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%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\u003cli\u003eEN Key Takeaways:\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\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/anthropics-skyrocketing-revenue-a-contract-compromise-nvidia-earnings/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAnthropic’s Skyrocketing Revenue, A Contract Compromise?, Nvidia Earnings\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-04 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Anthropic\u0026rsquo;s enterprise business is reaching escape velocity, which increases the importance of a compromise with the government.\n\u003cul\u003e\n\u003cli\u003eAgents then dramatically increase demand for Nvidia chips, even as they threaten software.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month* or *\u003cstrong\u003e$150\u003c/strong\u003e/year.\u003c/li\u003e\n\u003cli\u003eSubstantive analysis of the day\u0026rsquo;s news via three weekly emails or podcasts.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eStratechery Interviews\u003c/strong\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Takeaways:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAnthropic\u0026rsquo;s enterprise business is reaching escape velocity, which increases the importance of finding a compromise with the government\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThen, agents dramatically increase demand for Nvidia chips, even if they threaten software.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/technological-scale-and-government-control-paramount-outbids-netflix-for-warner-bros/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eTechnological Scale and Government Control, Paramount Outbids Netflix for Warner Bros.\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-03 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Why isn\u0026rsquo;t the government the primary customer for tech companies? Is Netflix relieved that it was outbid for Warner Bros.?\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month* or *\u003cstrong\u003e$150\u003c/strong\u003e/year.\u003c/li\u003e\n\u003cli\u003eSubstantive analysis of the day\u0026rsquo;s news via three weekly emails or a podcast.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eStrategy Interviews\u003c/strong\u003e.\u003c/li\u003e\n\u003cli\u003eInterviews with leading public company CEOs, private company founders, and discussions with fellow analysts.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eWhy government is not the primary customer for tech companies, and is Netflix relieved that they were outbid for Warner Bros.\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/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\u003ePosted: 2026-03-02 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Listen to this article: Log in to listen. Just because you do not take an interest in politics doesn\u0026rsquo;t mean politics won\u0026rsquo;t take an interest in you.\n\u003cul\u003e\n\u003cli\u003e― Pericles This is not an article about a U.S.-initiated campaign\u003c/li\u003e\n\u003cli\u003eagainst Iran, but it is a useful and timely analogy.\u003c/li\u003e\n\u003cli\u003eThere are endless debates about the concept of international law and who might be violating it.\u003c/li\u003e\n\u003cli\u003efor acts of aggression; others will point out that Iran\u0026rsquo;s overt actions and its support for terrorist networks throughout my lifetime have been in continuous violation of international law.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\u003ePosted: 2026-02-28 02:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - As a reminder, every week, every Friday, we send out an overview of the content in the Stratechery bundle; the highlighted links are free for everyone.\n\u003cul\u003e\n\u003cli\u003eAdditionally, you have full control over what we send you.\u003c/li\u003e\n\u003cli\u003eIf you don\u0026rsquo;t want to receive this week\u0026rsquo;s Stratechery email (without the podcast), uncheck the box in your sending settings.\u003c/li\u003e\n\u003cli\u003eFor that matter, here are some of our favorites from this week.\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eFrom owning the living room to ceding the hardware market?\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\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/extending-single-minus-amplitudes-to-gravitons\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eExtending single-minus amplitudes to gravitons\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-04 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - This work shows that a class of graviton interactions, long thought to vanish, can in fact arise under well-defined kinematic conditions.\n\u003cul\u003e\n\u003cli\u003eWe welcome feedback from the community.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThe paper \u0026ldquo;Nonzero single-negative graviton tree amplitudes\u0026rdquo; was written by Alfredo Guevara (Institute for Advanced Study), Alexandru Lupsasca (Vanderbilt University and OpenAI), David Skinner (University of Cambridge), Andrew Strominger (Harvard University), and Kevin Weil on behalf of OpenAI.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003ch2 id=\"understanding-single-negative-amplitudes-in-gravity\"\u003e\n  Understanding single-negative amplitudes in gravity.\n  \u003ca class=\"heading-link\" href=\"#understanding-single-negative-amplitudes-in-gravity\"\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\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eScattering amplitudes are mathematical quantities that physicists use to calculate the probability of particles interacting in specific ways.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eA new preprint extends single-minus amplitudes to gravitons, with GPT-5.2 Pro helping derive and verify nonzero graviton tree amplitudes in quantum gravity.\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/understanding-ai-and-learning-outcomes\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eUnderstanding AI and learning outcomes\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-04 08:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - Education is one of the most promising areas for AI.\n\u003cul\u003e\n\u003cli\u003eWith tools like ChatGPT, any student can get personalized learning support anytime, anywhere.\u003c/li\u003e\n\u003cli\u003eBut the education sector\u0026rsquo;s understanding of the impact of AI on learning outcomes is still in its early stages.\u003c/li\u003e\n\u003cli\u003eBut our research also raises an important question: How do we assess how AI affects learners\u0026rsquo; progress over time, and not just on final exams?\u003c/li\u003e\n\u003cli\u003eThis is a broader ecosystem challenge.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI introduces the Learning Outcomes Measurement Suite to assess AI’s impact on student learning across diverse educational environments over time.\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/axios-allison-murphy\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Axios uses AI to help deliver high-impact local journalism\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-04 08:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - Axios COO Allison Murphy explains how the company uses AI to support local reporters, streamline newsroom workflows, and deliver high-impact local journalism at…\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how Axios uses AI to help deliver high-impact local news, shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eThe story of how Axios uses AI to help deliver high-impact local journalism also has 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\u003eAxios COO Allison Murphy explains how the company uses AI to support local reporters, streamline newsroom workflows, and deliver high-impact local journalism at…\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/gpt-5-3-instant-system-card\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eGPT-5.3 Instant System Card\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-03 18:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - GPT-5.3 Instant System Card.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the GPT-5.3 Instant System Card is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also has 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\u003eGPT-5.3 Instant System Card\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/gpt-5-3-instant\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eGPT-5.3 Instant: Smoother, more useful everyday conversations\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-03 18:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - GPT-5.3 Instant: Smoother, more useful everyday conversations.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how GPT-5.3 Instant: Smoother, more useful everyday conversations is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also has practical implications for founders, operators, and investors following GPT-5.3 Instant: Smoother, more useful everyday conversations.\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\u003eGPT-5.3 Instant: Smoother, more useful everyday conversations\u003c/p\u003e\n\u003c/li\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\u003eAbstract: - Details on OpenAI\u0026rsquo;s contract with the Department of War, outlining safety red lines, legal protections, and how AI systems will be deployed in classified environments\u0026hellip;\n\u003cul\u003e\n\u003cli\u003eThis post from the OpenAI blog explains how our agreement with the Department of War shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also has practical implications for founders, operators, and investors following our agreement with the Department of War.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\u003eAbstract: - Microsoft and OpenAI continue to work closely across research, engineering, and product development, building on years of deep collaboration and shared success.\n\u003cul\u003e\n\u003cli\u003eThis post from the OpenAI blog explains how the joint statement from OpenAI and Microsoft shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the joint statement from OpenAI and Microsoft, it also has 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\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\u003eAbstract: - OpenAI and Amazon announce 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 announced strategic partnership between OpenAI and Amazon shapes 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\u003cli\u003eEN Highlights:\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\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\u003eAbstract: - 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, which includes $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\u003ePublication Time: 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\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/gemini-3-1-flash-lite-built-for-intelligence-at-scale/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eGemini 3.1 Flash-Lite: Built for intelligence at scale\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-04 00:35 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Gemini 3.1 Flash-Lite is our fastest and most cost-effective Gemini 3 series model to date.\n\u003cul\u003e\n\u003cli\u003eThis article from the Google DeepMind blog explains how Gemini 3.1 Flash-Lite: Built for intelligence at scale, is shaping the broader artificial intelligence and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also brings practical implications for founders, operators, and investors for Gemini 3.1 Flash-Lite: Built for intelligence at scale.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eGemini 3.1 Flash-Lite is our fastest and most cost-efficient Gemini 3 series model yet.\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/shorts/SHlrUAkkWI0\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eLex trains w/ Khabib Nurmagomedov | Exclusive Footage at UFC PI\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-03 20:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Alright, we\u0026rsquo;re training with Khabib.\n\u003cul\u003e\n\u003cli\u003eOne of the greatest fighters.\u003c/li\u003e\n\u003cli\u003eHonestly, it\u0026rsquo;s unbelievable.\u003c/li\u003e\n\u003cli\u003eIt\u0026rsquo;s an honor to be able to do this training.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eTraining 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 🙏 Full video is on YouTube.\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=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\u003ePublication Time: 2026-03-01 11:37 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 has helped millions fall back in love with great music.\u003c/li\u003e\n\u003cli\u003eGo to \u003cem\u003eBetterHelp:\u003c/em\u003e online therapy and counseling.\u003c/li\u003e\n\u003cli\u003eGo to \u003cem\u003eLMNT:\u003c/em\u003e a zero-sugar electrolyte drink mix.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\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\u003c/ul\u003e\n\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\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/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc\u003c/p\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-iran-closes-strait-of-hormuz-as-us-iran-war-disrupts-global-oil\"\u003e\n  Topic 1: Iran Closes Strait of Hormuz as U.S.-Iran War Disrupts Global Oil\n  \u003ca class=\"heading-link\" href=\"#topic-1-iran-closes-strait-of-hormuz-as-us-iran-war-disrupts-global-oil\"\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 for: 2 days ago, Related posts: 431,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Iran has closed the Strait of Hormuz due to the U.S.-Iran war, disrupting global oil supplies.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This geopolitical conflict and energy supply disruption could lead to increased global economic uncertainty, in turn affecting investment in the AI sector, operational costs (such as data center energy consumption), and the supply chain stability of critical hardware like AI chips.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X are primarily focused on the impact of geopolitical tensions on the global economy and energy markets. For the AI industry, there are concerns that an economic downturn could slow AI investment and that rising energy prices will impact the operating costs of AI infrastructure. There is also a focus on the potential risks to the supply chain for key AI hardware, such as semiconductors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-openai-launches-codex-desktop-app-for-windows-developers\"\u003e\n  Topic 2: OpenAI Launches Codex Desktop App for Windows Developers\n  \u003ca class=\"heading-link\" href=\"#topic-2-openai-launches-codex-desktop-app-for-windows-developers\"\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 for: 4 hours ago, Related posts: 2,400\u003c/li\u003e\n\u003cli\u003eWhat it is: OpenAI has released the Codex desktop application for Windows developers.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This move brings OpenAI\u0026rsquo;s AI programming capabilities directly to the Windows desktop, significantly improving the ease of use and integration of AI-assisted programming. It is expected to greatly enhance developer productivity and accelerate the software development process.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion on X centers on the application\u0026rsquo;s potential to boost productivity for Windows developers, considerations of data privacy and security, its competitive differentiation from existing AI programming tools like GitHub Copilot, and its performance and suitability in practical development scenarios.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-raycast-unveils-glaze-ai-tool-builds-native-mac-apps-via-chat\"\u003e\n  Topic 3: Raycast Unveils Glaze: AI Tool Builds Native Mac Apps via Chat\n  \u003ca class=\"heading-link\" href=\"#topic-3-raycast-unveils-glaze-ai-tool-builds-native-mac-apps-via-chat\"\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 for: , Related posts: 169\u003c/li\u003e\n\u003cli\u003eWhat it is: Raycast has released Glaze, an AI tool that can generate native Mac applications through chat-based interaction.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This marks a significant step forward for AI in the fields of code generation and application development. By lowering the barrier to entry for native app development through natural language interaction, it signals a future transformation in how software is created.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion primarily revolves around the nativeness of apps generated by Glaze, its capability to support complex functionalities, its impact on traditional developer workflows, and its actual potential to lower the barrier for Mac app development. Users are also interested in its comparison with existing low-code tools and its future development direction.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-binance-launches-openclaw-ai-agent-contest-with-30000-prize-pool\"\u003e\n  Topic 4: Binance Launches OpenClaw AI Agent Contest with $30,000 Prize Pool\n  \u003ca class=\"heading-link\" href=\"#topic-4-binance-launches-openclaw-ai-agent-contest-with-30000-prize-pool\"\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 for: 18 hours ago, Related posts: 7,400\u003c/li\u003e\n\u003cli\u003eWhat it is: Binance has launched an AI agent competition called OpenClaw with a $30,000 prize pool.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This initiative signifies investment by a major Web3 platform in the development of AI agents. It is expected to attract more developers and resources, foster innovation by merging AI and blockchain technologies, and explore the potential applications of AI agents in decentralized environments.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X are focused on the potential applications of AI agents in the Web3 space, the incentive effect of the competition on the developer ecosystem, and the outlook on the technical challenges and future direction of AI agent technology. Some are also paying attention to the strategic significance behind Binance\u0026rsquo;s move and its impact on the industry.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-cursor-26-brings-interactive-charts-and-games-to-ai-chats\"\u003e\n  Topic 5: Cursor 2.6 Brings Interactive Charts and Games to AI Chats\n  \u003ca class=\"heading-link\" href=\"#topic-5-cursor-26-brings-interactive-charts-and-games-to-ai-chats\"\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 for: 23 hours ago, Related posts: 553\u003c/li\u003e\n\u003cli\u003eWhat it is: Cursor version 2.6 introduces interactive charts and gaming features within its AI chats.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWhy it matters\u003c/strong\u003e: This marks a shift for AI chat from purely text-based to multimodal and highly interactive. By incorporating data visualization and entertainment features, it significantly enhances the practicality, user experience, and application scenarios of AI, representing a major step in the evolution of AI interfaces and interactions.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDiscussion Overview\u003c/strong\u003e: The discussion primarily focuses on the accuracy and practical value of AI-generated interactive charts, as well as the entertainment value and depth of integrated games. Some users are questioning whether these features represent a genuine breakthrough in AI interaction or are merely marketing gimmicks, while also expressing expectations for performance and user experience enhancements.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"summary-of-ai-public-opinion-on-x-today\"\u003e\n  Summary of AI Public Opinion on X Today\n  \u003ca class=\"heading-link\" href=\"#summary-of-ai-public-opinion-on-x-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\u003eThe main thread of AI-related discourse on X today clearly demonstrates the strong momentum of AI in boosting developer productivity. Both OpenAI\u0026rsquo;s desktop programming tools and Raycast\u0026rsquo;s natural language application generator are significantly lowering the barrier to entry for software development, heralding a transformation in future software creation models. Meanwhile, AI\u0026rsquo;s application scenarios continue to broaden. From AI agent competitions in the Web3 space to the multimodal interactive upgrades in AI chat interfaces, these developments highlight the trend of deep integration between AI technology and various industries, as well as the evolution of user experience. However, alongside these advancements, discussions about data privacy, the practical utility of new features, and performance are also growing. While people anticipate breakthroughs, they are also cautiously evaluating whether they are merely marketing gimmicks. More alarmingly, global economic uncertainty fueled by geopolitical conflicts—especially the risks of rising energy prices and disruptions to key AI hardware supply chains—is emerging as a potential threat, potentially slowing investment and increasing operational costs in the AI industry.\u003c/p\u003e\n\u003ch2 id=\"iii-todays-highlights\"\u003e\n  III. Today\u0026rsquo;s Highlights\n  \u003ca class=\"heading-link\" href=\"#iii-todays-highlights\"\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;Anthropic’s Skyrocketing Revenue, A Contract Compromise?, Nvidia Earnings\u0026rdquo; from Stratechery by Ben Thompson is worth prioritizing. Key points: - Anthropic\u0026rsquo;s enterprise business is reaching escape velocity, which increases the importance of reaching a compromise with the government.\u003c/li\u003e\n\u003cli\u003eThen, agents are dramatically increasing their demand for Nvidia chips, even as they threaten the software.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month* or *\u003cstrong\u003e$150\u003c/strong\u003e/year.\u003c/li\u003e\n\u003cli\u003eThrough three weekly e….\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 29 key updates have been captured in the last 7 days. You can select sources (Podcasts/Newsletters/Videos) for in-depth reading according to your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topic:\u003c/strong\u003e The topic \u0026ldquo;Iran Closes Strait of Hormuz as U.S.-Iran War Disrupts Global Oil\u0026rdquo; is trending (approximately 431,000 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":" 2026-03-05 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).\n1. Watch List Update Summary Link to heading Time window: last 7 days; 16 sources covered; 29 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 between the world\u0026rsquo;s best drivers at 200 miles per hour, an engineering World Cup where teams of a thousand people 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 hit Netflix series. 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, talented engineers and daring drivers dedicated their lives (and often lost them) to a league controlled by one man for 45 years: a former London car dealer named Bernie Ecclestone, who centralized power and extracted billions of dollars while, 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 Highlights: 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… a16z Podcast (A_full) Link to heading Jack Altman \u0026amp; Martin Casado on the Future of VC Published: 2026-03-03 19:00 Beijing Time Summary: - Jack Altman sits down with a16z General Partner Martin Casado to discuss the changing dynamics of venture capital and why media is more important than ever. They cover a16z\u0026rsquo;s evolution from a generalist to a specialized platform, the rise of AI infrastructure, and why the most intense battles today are often for talent, not market share. a16z and its affiliates may maintain investments in the companies discussed. For more details, please visit a16z.com/disclosures. See everything a16z is doing with AI here, including articles, projects, and more podcasts. EN Highlights: Jack Altman sits down with Martin Casado, General Partner at a16z, to unpack the shifting dynamics of venture capital and why media matters more than ever They cover a16z’s evolution from generalists to specialized platforms, the rise of AI infrastructure, and why today’s fiercest battles are often for talent, not… Timecodes: 0:00 Introduction Y Combinator Podcast (B_intro+search) Link to heading The Fastest Path To Super Intelligence Release Time: 2026-02-27 23:00 Beijing Time Summary: - You\u0026rsquo;ve probably heard of OpenClaw (formerly 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 do things like manage your email, calendar, files, workflows, and more. Now meet the person behind it. YC\u0026rsquo;s Raphael Schaad sits down with OpenClaw founder Peter Steinberger to talk about 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 will reshape the future of software. EN Highlights: 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 truly multi-instrumentalist musician, playing guitar, bass, cello, and piano. His incredible YouTube channel celebrates great musicians and musical ideas, and has helped millions of people fall back in love with great music. See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, and so on. UPLIFT Desk: Standing desks and office ergonomic design. BetterHelp: Online therapy and counseling. EN Highlights: 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 Ray Dalio: Our System Is in Jeopardy - Debt, AI \u0026amp; the Cycle That Destroyed Rome\n"}