{"title":"AI Daily - 2026-03-05","url":"/en/ai-daily/ai-daily-2026-03-06/","date":"2026-03-06","type":"ai-daily","content":"\u003ch1 id=\"2026-03-06-ai-daily-watch-list--x-hot-topics\"\u003e\n  2026-03-06 AI Daily (Watch List + X Hot Topics)\n  \u003ca class=\"heading-link\" href=\"#2026-03-06-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 the 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-overview\"\u003e\n  1. Watch List Update Overview\n  \u003ca class=\"heading-link\" href=\"#1-watch-list-update-overview\"\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 frame: Last 7 days; covers 16 sources; 28 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 mph, 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 television.\n\u003cul\u003e\n\u003cli\u003eIt\u0026rsquo;s also the world\u0026rsquo;s most popular annual sports series, with over 827 million fans globally, a fact that would shock most Americans who, until a recent hit Netflix series, had never heard of it.\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 off 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 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=\"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 Key Points:\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=\"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-instrument musician, 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 ergonomic office 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\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) Economists\u0026rsquo; misunderstanding of tariffs (41:11) Is the US headed for collapse?\n\u003cul\u003e\n\u003cli\u003eAirwallex is a leading global payment and financial platform for modern businesses, providing trusted solutions to manage everything from corporate accounts, payments, treasury, 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 detail why the US debt crisis is more severe than most people realize and what comes next.\u003c/li\u003e\n\u003cli\u003eDalio covers the five forces reshaping the global order, why DOGE faces structural limitations, what\u0026rsquo;s driving gold to record highs while Bitcoin falters, the real story behind tariffs and trade deficits, and why he believes the US may be on the verge of collapse.\u003c/li\u003e\n\u003cli\u003eFollow Ray Dalio: Follow the friends: Follow on X: Follow on Instagram: Follow on TikTok: Follow on LinkedIn: Intro music source: (0:00) Friedberg introduces Ray Dalio (1:29) The 5 forces that will determine the future of the US (7:26) Why government reform is nearly impossible (11:19) Gold vs. Gold\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\u003ePublished: 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 Doomer narratives are more popular, valuable new…\n\u003cul\u003e\n\u003cli\u003e(52:13) State of the Union reactions (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 to Apply for Liquidity:.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Keypoints:\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/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\u003eSummary: - Each week, I answer reader questions about building product, driving growth, and accelerating your career.\n\u003cul\u003e\n\u003cli\u003eMolly Graham epitomizes the type of person I love working 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 more recently (through her Glue Club community), she has guided hundreds of leaders through the messy, lonely, and overwhelming journey inside early-stage and rapidly scaling companies.\u003c/li\u003e\n\u003cli\u003eDrawing lessons from these experiences, she\u0026rsquo;s been able to find patterns that work and don\u0026rsquo;t, and is better able than anyone I\u0026rsquo;ve ever met to translate those lessons into powerful and memorable metaphors.\u003c/li\u003e\n\u003cli\u003eIn her post below, which I suspect will be as iconic as \u0026ldquo;give away your Legos,\u0026rdquo; she unpacks, building on our recent podcast conversation, a management framework that will transform how you approach team challenges: the Waterline Model.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Keypoints:\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\u003ePublication Time: 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\u0026rsquo;s worked alongside Mark Zuckerberg, Sheryl Sandberg, and Chamath Palihapitiya—explains how this has become 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\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\u0026hellip;\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\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 generalizations—just specific and actionable advice.\u003c/li\u003e\n\u003cli\u003e5 OpenClaw agents manage 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 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 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\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%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eNo pontificating—just specific and actionable advice\u003c/p\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\u003eAbstract: - Chintan Turakhia is the Senior Director of Engineering at Coinbase, where he 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\u003cli\u003eListen or watch on YouTube, Spotify, or Apple Podcasts. What you will 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 metrics that really matter when measuring AI\u0026rsquo;s impact on engineering velocity - How to compress the cycle from user feedback to feature delivery. Brought to you by: WorkOS — Get your app enterprise-ready today. Rovo — The AI that understands your business. In this episode, we cover: (00:00) Introduction to Chintan (02:38) How Coinbase used 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 an organization (50:00) Personal use case: AI for selecting 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/li\u003e\n\u003cli\u003eWatch now | 🎙️ How to drive AI adoption in an organization of 1,000+ engineers: From PR speed runs to automating feedback-to-feature, and identifying power users with data-driven analysis. Chintan Turakhia is the Senior Director of Engineering… When 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… His team achieved significant efficiency gains, including reducing PR review time from 150 hours to just 15 hours, and dramatically compressing the cycle… i=1000752506734\u0026rdquo;\u0026gt;Apple Podcasts What you will learn: - How to drive AI adoption in a large, established engineering organization… How Coinbase Scaled AI to 1,000+ Engineers | Chintan Turakhia.\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 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\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\u003eDate Published: 2026-03-01 21:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Jenny Wen leads design for Claude at Anthropic.\n\u003cul\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.\u003c/li\u003e\n\u003cli\u003eWhy the classic discovery → mock → iterate design process is becoming obsolete 2.\u003c/li\u003e\n\u003cli\u003eWhat a day in the life of an Anthropic designer is like, including her AI tool stack 3.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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\u003eDate Published: 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: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 Points:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e👋 Hello and welcome to this week’s edition of ✨ Community Wisdom ✨ a subscriber-only email, delivered every…\u003c/p\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%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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/p\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/an-interview-with-gregory-allen-about-anthropic-and-the-u-s-government/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAn Interview with Gregory Allen About Anthropic and the U.S. Government\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - An interview with Gregory Allen about the dispute between Anthropic and the U.S.\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month \u003cem\u003eor\u003c/em\u003e \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\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 Key Points:\n\u003cul\u003e\n\u003cli\u003eAn interview with Gregory Allen about Anthropic\u0026rsquo;s dispute with the U.S\u003c/li\u003e\n\u003cli\u003egovernment.\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/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 reaching a compromise with the government.\n\u003cul\u003e\n\u003cli\u003eThen, agents dramatically increase demand for Nvidia chips, even if they threaten software.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month \u003cem\u003eor\u003c/em\u003e \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 Points:\n\u003cul\u003e\n\u003cli\u003eAnthropic\u0026rsquo;s enterprise business is reaching escape velocity, which increases the importance of finding a compromise with the government\u003c/li\u003e\n\u003cli\u003eThen, agents dramatically increase demand for Nvidia chips, even if they threaten software.\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/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\u003ePublished: 2026-03-03 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Why isn\u0026rsquo;t the government a primary customer for tech companies? Is Netflix relieved to have been outbid for Warner Bros.?\n\u003cul\u003e\n\u003cli\u003eWhy isn\u0026rsquo;t the government a primary customer for tech companies? Is Netflix relieved to have been outbid for Warner Bros.?\u003c/li\u003e\n\u003cli\u003eTechnological scale and government control, Paramount outbids Netflix for Warner Bros.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ePublished: 2026-03-02 19:00 Beijing Time\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAbstract: - 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 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 are endless debates about the concept of international law and who might be in violation of it.\u003c/li\u003e\n\u003cli\u003erunning afoul due to acts of aggression; others will point out that Iran\u0026rsquo;s overt actions and my lifetime of support for terror networks 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\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/reasoning-models-chain-of-thought-controllability\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eReasoning models struggle to control their chains of thought, and that’s good\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - As AI agents become capable of increasingly complex and autonomous tasks, reliable oversight of their behavior becomes more critical.\n\u003cul\u003e\n\u003cli\u003eIn line with our principles of iterative deployment, we study how systems behave in real-world settings and continuously refine safeguards as capabilities advance.\u003c/li\u003e\n\u003cli\u003eCoT monitoring analyzes the reasoning steps an agent generates while performing a task.\u003c/li\u003e\n\u003cli\u003eThese reasoning traces can provide a valuable signal during training and deployment, helping monitoring systems identify when an agent\u0026rsquo;s behavior may be unsafe or not aligned with the user\u0026rsquo;s intended goals.\u003c/li\u003e\n\u003cli\u003eHere, we focus on one such avenue: if an agent can deliberately reshape or obscure its reasoning when it knows it\u0026rsquo;s being monitored, evaluations could overestimate system alignment or safety, and monitoring systems could become less reliable.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI introduces CoT-Control and finds reasoning models struggle to control their chains of thought, reinforcing monitorability as an AI safety safeguard.\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-5-4-thinking-system-card\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eGPT-5.4 Thinking System Card\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - The model’s comprehensive safety mitigation approach is similar to previous models in this series, but 5.4 Thinking is the first general-purpose model for which we have implemented mitigations for high-capability cybersecurity concerns.\n\u003cul\u003e\n\u003cli\u003eThe cybersecurity approach builds on the state-of-the-art methods implemented in ChatGPT and the API for GPT-5.3 Codex.\u003c/li\u003e\n\u003cli\u003eIn this card, we also refer to GPT-5.4 Thinking as gpt-5.4-thinking.\u003c/li\u003e\n\u003cli\u003eNote that there is no model named GPT-5.3 Thinking, so the primary baseline model is GPT-5.2 Thinking.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eGPT-5.4 Thinking 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/introducing-gpt-5-4\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing GPT-5.4\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Introducing GPT-5.4, OpenAI’s most capable and efficient frontier model for professional work, with state-of-the-art coding, computer use, tool search, and…\n\u003cul\u003e\n\u003cli\u003eThis post from the OpenAI blog explains how the launch of GPT-5.4 is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eWith the introduction of GPT-5.4, there are also 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\u003eIntroducing GPT-5.4, OpenAI’s most most capable and efficient frontier model for professional work, with state-of-the-art coding, computer use, tool search, 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/ai-education-opportunity\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eEnsuring AI use in education leads to opportunity\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 17:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - OpenAI shares new tools, certifications, and measurement resources to help schools and universities close the AI capabilities gap and expand opportunity.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThis article from the OpenAI blog explains how ensuring the use of AI in education creates opportunities, shaping the broader AI and infrastructure landscape.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIt also has practical implications for founders, operators, and investors.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI shares new tools, certifications, and measurement resources to help schools and universities close AI capability gaps and expand opportunity.\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/the-five-ai-value-models-driving-business-reinvention\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe five AI value models driving business reinvention\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Five AI value models show how leaders can sequence AI from workforce fluency to process reinvention and build a durable business advantage.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the five AI value models driving business reinvention shape the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also reveals the practical implications of these models 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\u003eFive AI value models show how leaders can sequence AI from workforce fluency to process reinvention and build durable business advantage.\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/chatgpt-for-excel\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing ChatGPT for Excel and new financial data integrations\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI is introducing ChatGPT for Excel and new financial app integrations, powered by GPT-5.4, to accelerate modeling, research, and analysis in regulated environments\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how introducing ChatGPT for Excel and new financial data integrations shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eThe introduction of ChatGPT for Excel and new financial data integrations 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 introduces ChatGPT for Excel and new financial app integrations, powered by GPT-5.4 to accelerate modeling, research, and analysis in regulated environme…\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-adoption-news-channel\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing the Adoption news channel\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-05 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Practical insights and frameworks to turn AI progress into business advantage.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the introduction of the Adoption news channel shapes 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\u003ePractical insights and frameworks to turn AI progress into business advantage\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/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\u003ePublished: 2026-03-04 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - A new preprint extends single-minus amplitudes to gravitons, with GPT-5.2 Pro helping derive and verify nonzero graviton tree amplitudes in quantum gravity.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how extending single-minus amplitudes to gravitons shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eExtending single-minus amplitudes to gravitons 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\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\u003ePublication Date: 2026-03-04 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI launched a Learning Outcomes Measurement Suite to evaluate AI\u0026rsquo;s impact on student learning across different educational settings over time.\n\u003cul\u003e\n\u003cli\u003eThis OpenAI blog post explains how understanding AI and learning outcomes shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the insights on AI and learning outcomes, 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\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\u003ePublication Date: 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 OpenAI blog post explains how Axios uses AI to help deliver high-impact local news, shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing how Axios uses AI to help deliver high-impact local journalism, 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\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\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 Date: 2026-03-04 00:35 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Gemini 3.1 Flash-Lite is our fastest and most cost-efficient Gemini 3 series model yet.\n\u003cul\u003e\n\u003cli\u003eThis Google DeepMind blog post explains how Gemini 3.1 Flash-Lite: Built for intelligence at scale, shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also brings practical implications for founders, operators, and investors of Gemini 3.1 Flash-Lite: Built for intelligence at scale.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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 Date: 2026-03-03 20:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Well, we are training with Khabib.\n\u003cul\u003e\n\u003cli\u003eOne of the greatest fighters.\u003c/li\u003e\n\u003cli\u003eHonestly incredible, I have.\u003c/li\u003e\n\u003cli\u003eIt\u0026rsquo;s an honor to train with these.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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 Date: 2026-03-01 11:37 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - Rick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrument musician, playing guitar, bass, cello, and piano.\u003c/p\u003e\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\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\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-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\u003c/ul\u003e\n\u003ch2 id=\"ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n  II. AI Hot Topics on X (based on bird)\n  \u003ca class=\"heading-link\" href=\"#ii-ai-hot-topics-on-x-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-alibaba-qwen-ai-leader-lin-junyang-resigns-amid-team-reorganization\"\u003e\n  Topic 1: Alibaba Qwen AI Leader Lin Junyang Resigns Amid Team Reorganization\n  \u003ca class=\"heading-link\" href=\"#topic-1-alibaba-qwen-ai-leader-lin-junyang-resigns-amid-team-reorganization\"\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: 3 hours ago, Related Posts: 106\u003c/li\u003e\n\u003cli\u003eWhat it is: Lin Junyang, the head of Alibaba\u0026rsquo;s Qwen large model, has resigned due to team reorganization.\u003c/li\u003e\n\u003cli\u003eWhy it matters: For Alibaba, the departure of a key AI leader could signal an adjustment in its large model strategy or team direction. For the broader AI field, it reflects the intense talent flow and competition, as well as the uncertainty or internal changes in the development paths of leading tech companies.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions on X are mainly focused on the specific reasons for Lin Junyang\u0026rsquo;s departure (whether it was a personal choice, strategic disagreement, or an inevitable result of internal adjustments), the potential impact of this change on the future development and competitiveness of Alibaba\u0026rsquo;s Qwen large model, and Lin Junyang\u0026rsquo;s next move. Some discussions also focus on the direction of Alibaba\u0026rsquo;s overall AI strategy.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-google-launches-gws-cli-for-workspace-automation\"\u003e\n  Topic 2: Google Launches gws CLI for Workspace Automation\n  \u003ca class=\"heading-link\" href=\"#topic-2-google-launches-gws-cli-for-workspace-automation\"\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: 21 hours ago, Related Posts: 8900\u003c/li\u003e\n\u003cli\u003eWhat it is: Google has released the gws command-line tool, designed to help users more efficiently automate various tasks within Google Workspace.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The CLI tool provides developers with a more powerful programming interface, enabling AI models and intelligent agents to more efficiently automate, manage, and process data and tasks in Google Workspace, thereby accelerating the application and integration of AI in enterprise productivity scenarios.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions on X are mainly focused on how the gws CLI can improve automation efficiency for enterprise and individual users, as well as its differences and complementarity with existing Google Workspace APIs and Apps Script. Some users are also concerned about its learning curve, security, and specific application scenarios and potential in practice.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-treasury-halts-anthropic-ai-use-over-national-security-contract-dispute\"\u003e\n  Topic 3: Treasury Halts Anthropic AI Use Over National Security Contract Dispute\n  \u003ca class=\"heading-link\" href=\"#topic-3-treasury-halts-anthropic-ai-use-over-national-security-contract-dispute\"\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: 1 day ago, Related Posts: 31000\u003c/li\u003e\n\u003cli\u003eWhat it is: The U.S. Department of the Treasury has suspended the use of artificial intelligence products from the AI company Anthropic due to a national security contract dispute.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This event highlights the complexities government agencies face when adopting and deploying advanced AI technologies. Especially in a national security context, data security, vendor background checks, and potential risk assessments become critically important. It suggests that the application of AI in the public sector will face stricter regulation and scrutiny, and could affect future collaboration models between AI companies and the government.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: The focus of discussions on X is mainly on: the specific details and nature of this \u0026ldquo;national security contract dispute\u0026rdquo;; whether Anthropic\u0026rsquo;s investor background (like Amazon, Google) has raised concerns about data security or potential influence; whether this event will set new vetting standards for other AI companies collaborating with the government; and the challenges and strategies of the U.S. government in AI technology adoption and regulation.\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\u003eToday\u0026rsquo;s main discussion on the X platform regarding AI public opinion focuses on the complexities and challenges of AI in enterprise and government applications. There is a general industry consensus that AI-driven automation will significantly boost productivity, as exemplified by Google\u0026rsquo;s new tools aimed at accelerating this process. However, the uncertainties in AI development paths, the mobility of key talent (such as Alibaba executive departures), and the necessity for strategic adjustments are becoming points of divergence attracting widespread attention. The greatest potential risks are concentrated on national security, data privacy, and vendor trust issues, with the U.S. Treasury\u0026rsquo;s suspension of Anthropic products clearly signaling that AI applications in sensitive areas will face stricter regulation and scrutiny.\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;An Interview with Gregory Allen About Anthropic and the U.S. Government\u0026rdquo; from Stratechery by Ben Thompson is worth prioritizing, key content: - An interview with Gregory Allen about the dispute between Anthropic and the U.S.\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\u003eStrategy interviews\u003c/strong\u003e.…\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 28 key updates were captured in the last 7 days, which can be further explored by selecting sources (podcasts/newsletters/videos) according to your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topic:\u003c/strong\u003e The topic \u0026ldquo;Alibaba Qwen AI Leader Lin Junyang Resigns Amid Team Reorganization\u0026rdquo; is trending (approximately 106 related posts), serving as an entry point to understand global AI public opinion and viewpoints.\u003c/li\u003e\n\u003c/ul\u003e\n","description":" 2026-03-06 AI Daily (Watch List + X Hot Topics) Link to heading This report is based on the 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 Overview Link to heading Time frame: Last 7 days; covers 16 sources; 28 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 mph, 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 television. It\u0026rsquo;s also the world\u0026rsquo;s most popular annual sports series, with over 827 million fans globally, a fact that would shock most Americans who, until a recent hit Netflix series, had never heard of it. 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 off 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 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… 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 Key Points: 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 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-instrument musician, 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 ergonomic office 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 Ray Dalio: Our System Is in Jeopardy - Debt, AI \u0026amp; the Cycle That Destroyed Rome\n"}