{"title":"AI Daily - 2026-03-07","url":"/en/ai-daily/ai-daily-2026-03-08/","date":"2026-03-08","type":"ai-daily","content":"\u003ch1 id=\"2026-03-08-ai-daily-watch-list--x-hot-topics\"\u003e\n 2026-03-08 AI Daily (Watch List + X Hot Topics)\n \u003ca class=\"heading-link\" href=\"#2026-03-08-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 in Phase 2, as well as AI-related hot topics on X/Twitter (captured via the bird CLI).\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"i-watch-list-update-overview\"\u003e\n I. Watch List Update Overview\n \u003ca class=\"heading-link\" href=\"#i-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 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\u003eAbstract: - 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 television.\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, 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 also undeniably making the sport successful through his own sheer will.\u003c/li\u003e\n\u003cli\u003eThen, the American company Liberty Media acquired the entire company 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\u003eAbstract: - 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 the evolution of a16z 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/How-To-Avoid-AI-Design-Slop-e3g21pl\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow To Avoid AI Design Slop\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-07 03:25 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - You’ve probably heard of OpenClaw (formerly Clawdbot/Moltbot).\n\u003cul\u003e\n\u003cli\u003eThe viral 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 man behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sits down with Peter Steinberger, founder of OpenClaw, to discuss the “aha” 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\u003eAs no-code design tools become more common, so do the pitfalls\u003c/li\u003e\n\u003cli\u003eYou know what they look like - the purple gradients, annoying hover effects, sections that fade as you scroll\u003c/li\u003e\n\u003cli\u003eSo how do you avoid a site that feels vibe coded while still taking advantage of these new tools\u003c/li\u003e\n\u003cli\u003eIn this episode of Design Review, YC’s Aaron Epstein is joined by Visiting Partner Raphael Schaad, the founder and designer of Cron (now Notion Calendar)\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/exiled-iranian-prince-reza-pahlavi-transition-plan-and-the-fight-for-irans-freedom\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eExiled Iranian Prince Reza Pahlavi: Transition Plan and the Fight for Iran\u0026rsquo;s Freedom\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-08 02:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (0:00) Jason introduces Prince Reza Pahlavi (1:09) Pahlavi\u0026rsquo;s take on the war and vision for Iran\u0026rsquo;s future, democracy, and return (8:53) Trump\u0026rsquo;s su\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eThis piece from the All-In Podcast explains how Exiled Iranian Prince Reza Pahlavi: Transition Plan and the Fight for Iran\u0026rsquo;s Freedom is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also has practical implications for founders, operators, and investors following Exiled Iranian Prince Reza Pahlavi: Transition Plan and the Fight for Iran\u0026rsquo;s Freedom.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Jason intros Prince Reza Pahlavi\n(1:09) Pahlavi\u0026rsquo;s take on the war and vision for Iran\u0026rsquo;s future, Democracy, and return\n(8:53) Trump\u0026rsquo;s sur…\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/inside-the-iran-war-and-the-pentagons-feud-with-anthropic-with-under-secretary-of-war-emil-michael\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eInside the Iran War and the Pentagon\u0026rsquo;s Feud with Anthropic with Under Secretary of War Emil Michael\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-06 17:23 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - (0:00) The Besties welcome Under Secretary of War Emil Michael (2:30) US war with Iran: Bigger picture and why now.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e(13:16) Trump\u0026rsquo;s new approach to warfare, AI, drones, rules of engagement (28:39) Israel\u0026rsquo;s role in the conflict, relationship with the US, Iron Be….\u003c/li\u003e\n\u003cli\u003eThis piece from the All-In Podcast explains the inside story of the Iran war and how the feud between the Pentagon and Under Secretary of War Emil Michael is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) The Besties welcome Under Secretary of War Emil Michael\n(2:30) US war with Iran: Bigger picture and why now\u003c/li\u003e\n\u003cli\u003e(13:16) Trump\u0026rsquo;s new approach to warfare, AI, drones, rules of engagement\n(28:39) Israel\u0026rsquo;s role in the conflict, relationship with the US, Iron Be…\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/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\u003ePublished: 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, 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 break down why America\u0026rsquo;s debt crisis is worse 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 falters, 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 Credit: (0:00) Friedberg Introduces Ray Dalio (1:29) 5 Forces That Will Decide America\u0026rsquo;s Future (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 Highlights:\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\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/community-wisdom-business-books-that\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🧠 Community Wisdom: Business books that haven’t aged well, vibe coding with your Figma design systems, Claude Code vs. other coding tools and more\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-08 00:44 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - 👋 Hello, and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, sent every….\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%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\u003cul\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e👋 Hello and welcome to this week’s edition of ✨ Community Wisdom ✨ a subscriber-only email, delivered every…\u003c/li\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p…\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/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:\n\u003cul\u003e\n\u003cli\u003eEach week, I answer reader questions about building products, driving growth, and accelerating careers.\u003c/li\u003e\n\u003cli\u003eMolly Graham epitomizes the kind of person I love working with.\u003c/li\u003e\n\u003cli\u003eShe has 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 within early and fast-growing companies.\u003c/li\u003e\n\u003cli\u003eDrawing lessons from these experiences, she is able to identify effective and ineffective patterns and translate these lessons into powerful and memorable metaphors better than anyone I\u0026rsquo;ve ever seen.\u003c/li\u003e\n\u003cli\u003eIn her article below, which I suspect will be as iconic as \u0026ldquo;giving away your Legos,\u0026rdquo; she builds on our recent podcast conversation to unpack 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 Key Points:\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\u003eSummary:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026quot;.\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\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\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%2F07ecbe26-b2c0-48dd-a5be-0a7195582….\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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/p\u003e\n\u003cul\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\u003ePublished: 2026-03-03 00:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Every Monday, host Claire Vo shares a 30 to 45-minute episode with new guests, showcasing practical and effective ways they\u0026rsquo;ve learned to use AI in their work or life.\n\u003cul\u003e\n\u003cli\u003eNo fluff—just specific and actionable advice.\u003c/li\u003e\n\u003cli\u003e5 OpenClaw agents manage my home, finances, and code | Brought to you by Jesse Genet: Optimizely — The AI agent orchestration platform for marketing and digital teams. Jesse Genet is a homeschooling parent and entrepreneur who runs five specialized OpenClaw agents, each on its own Mac Mini, to manage homeschool curriculum, family finances, scheduling, development projects, and 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 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\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\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\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\u003eSummary: - 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 drastically 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) Intro 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 changed 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 custom Slack bots (47:10) Advice for driving AI adoption within an organization (50:00) Personal use case: AI choosing wine based on taste preferences (55:23) Lightning round and final thoughts Referenced tools: • Cursor: • Linear: • Slack: • ChatGPT: • Claude: • GitHub Copilot: Other references: • Coinbase: • React Native: • How custom GPTs can make you a better manager | Hilary Gridley (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 by.\u003c/li\u003e\n\u003cli\u003eWatch now | 🎙️ How to drive AI adoption in an organization with 1,000+ engineers: from PR speed runs to automating feedback to features, and identifying power users with data-driven analytics Chintan Turakhia, 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 multiplie… His team achieved significant efficiency gains, including reducing PR review time from 150 hours to just 15 hours and drastically 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\u003cli\u003eEN Key points:\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\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ei=1000752506734\u0026rdquo;\u0026gt;Apple Podcasts\nWhat you’ll learn:\u003c/p\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\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/higher-powers-and-lower-macs/\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e2026.10: Higher Powers and Lower Macs\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-07 02:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Welcome back to This Week in Stratechery!\n\u003cul\u003e\n\u003cli\u003eAs a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; highlighted links are free for everyone.\u003c/li\u003e\n\u003cli\u003eAdditionally, you have full control over what we send you.\u003c/li\u003e\n\u003cli\u003eWith that said, here are some of our favorites from this week.\u003c/li\u003e\n\u003cli\u003eAfter a week of strong words from all sides, Ben and Greg discuss the similarities and differences between AI and nuclear weapons, how the military uses autonomous weapons, and the latest state of technology in 2026, with Allen providing some deep insights on the process of contracting with the U.S.\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-18462\u0026rdquo; height=\u0026ldquo;874\u0026rdquo; src=\u0026ldquo;\u003ca href=\"https://i0.wp.com/stratechery.com/wp-content/uploads/202\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://i0.wp.com/stratechery.com/wp-content/uploads/202\u003c/a\u003e…\u003c/li\u003e\n\u003cli\u003eresize=1330%2C874\u0026amp;ssl=1\u0026rdquo; width=\u0026ldquo;1330\u0026rdquo; /\u0026gt; Del Frisco’s Double Eagle Steakhouse in Philadelphia is John Gruber\u0026amp;#8…\u003c/li\u003e\n\u003cli\u003eWelcome back to This Week in Stratechery\u003c/li\u003e\n\u003cli\u003eAs a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; hig…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/an-interview-with-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\u003ePosted: 2026-03-05 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - An interview with Gregory Allen about Anthropic\u0026rsquo;s dispute with the U.S.\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 podcasts.\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\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\u003ePosted: 2026-03-04 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Anthropic\u0026rsquo;s enterprise business is reaching escape velocity, which increases the importance of a compromise with the government.\n\u003cul\u003e\n\u003cli\u003eThen, agents dramatically increase demand for Nvidia chips, even as they threaten software.\u003c/li\u003e\n\u003cli\u003eAnthropic\u0026rsquo;s enterprise business is reaching escape velocity, which increases the importance of a compromise with the government. Then, agents dramatically increased their demand for Nvidia chips, even as they threatened the software.\u003c/li\u003e\n\u003cli\u003eAnthropic\u0026rsquo;s revenue is soaring, a contract compromise?, Nvidia earnings.\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\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 to be outbid for Warner Bros.?\n\u003cul\u003e\n\u003cli\u003eWhy isn\u0026rsquo;t the government the primary customer for tech companies? Is Netflix relieved to be outbid for Warner Bros.?\u003c/li\u003e\n\u003cli\u003eTechnological scale and government control, Paramount acquires Warner Bros. for a higher price than Netflix.\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 are not interested in politics doesn\u0026rsquo;t mean politics won\u0026rsquo;t be interested 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 would point out that Iran\u0026rsquo;s overt actions and its lifelong support for terrorist 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/descript\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Descript enables multilingual video dubbing at scale\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-06 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Since Descript\u0026rsquo;s inception, AI has powered every aspect of the product: transcription, editing, audio cleanup, and increasingly complex creative workflows.\n\u003cul\u003e\n\u003cli\u003eThey have been building on OpenAI for years, using Whisper for transcription and the GPT series of models in their co-editor Underlord.\u003c/li\u003e\n\u003cli\u003eTranslation quickly became a high-impact use case.\u003c/li\u003e\n\u003cli\u003eTraditionally, translating videos was slow and expensive, requiring language experts to manage projects, perform rote translations, handle quality control, and generate corresponding audio.\u003c/li\u003e\n\u003cli\u003eLLMs have dramatically compressed the workflow, making high-quality translation at scale possible.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eDescript uses OpenAI models to scale multilingual video dubbing, optimizing translations for both meaning and timing so dubbed speech sounds natural across lang…\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/codex-security-now-in-research-preview\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eCodex Security: now in research preview\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-06 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Today we are introducing Codex Security, our application security agent.\n\u003cul\u003e\n\u003cli\u003eIt builds a deep context about your project to identify complex vulnerabilities that other agent tools miss, presenting higher-fidelity findings with fixes to meaningfully improve your system\u0026rsquo;s security while keeping you free from irrelevant errors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhen assessing real security risks, context is crucial, but most AI security tools just flag less impactful findings and false positives, forcing security teams to spend a lot of time on triage.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMeanwhile, agents are accelerating software development, making security reviews an increasingly critical bottleneck.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCodex Security addresses both of these challenges.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN points:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCodex Security is an AI application security agent that analyzes project context to detect, validate, and patch complex vulnerabilities with higher confidence a…\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/balyasny-asset-management\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Balyasny Asset Management built an AI research engine for investing\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished on: 2026-03-06 15:00 Beijing time\u003c/li\u003e\n\u003cli\u003eAbstract: - Learn how Balyasny uses GPT-5.4, rigorous model evaluation, and agent workflows to build an AI research system to transform investment analysis at scale.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how Balyasny Asset Management built an AI research engine for investing, shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing how Balyasny Asset Management built an AI research engine for investing, it also has practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\n\u003cul\u003e\n\u003cli\u003eSee how Balyasny built an AI research system with GPT-5.4, rigorous model evaluation, and agent workflows to transform investment analysis at scale.\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/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 on: 2026-03-05 18:00 Beijing time\u003c/li\u003e\n\u003cli\u003eAbstract: - OpenAI introduces CoT-Control, finding that reasoning models struggle to control their chains of thought, thereby enhancing monitorability as an AI safety safeguard.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how reasoning models struggle to control their chains of thought, which has positive implications for the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also has practical implications for founders, operators, and investors following the fact that reasoning models struggle to control their chains of thought, which is a good thing.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\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/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 on: 2026-03-05 18:00 Beijing time\u003c/li\u003e\n\u003cli\u003eAbstract: - Introducing GPT-5.4, OpenAI\u0026rsquo;s most powerful and efficient frontier model for professional work, with state-of-the-art coding, computer use, tool search, and more\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eThis article 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\u003eFollowing the introduction of GPT-5.4, it also has practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\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/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 on: 2026-03-05 18:00 Beijing time\u003c/li\u003e\n\u003cli\u003eAbstract: - GPT-5.4 Thinking System Card.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the GPT-5.4 Thinking 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 following the GPT-5.4 Thinking System Card.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eGPT-5.4 Thinking System Card\u003c/p\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\u003ePublication Time: 2026-03-05 17:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI shares new tools, certifications, and measurement resources to help schools and universities close AI capability gaps and expand opportunity.\n\u003cul\u003e\n\u003cli\u003eThis post from the OpenAI blog explains how ensuring the use of AI in education can lead to opportunities, shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eAfter ensuring that the application of AI in education brings opportunities, it also has 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 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/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\u003ePublication Time: 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 post 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\u003eAfter introducing the adoption news channel, it also has 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\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/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\u003ePublication Time: 2026-03-05 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI introduces ChatGPT for Excel and new financial app integrations, powered by GPT-5.4 to accelerate modeling, research, and analysis in regulated environments….\n\u003cul\u003e\n\u003cli\u003eThis post 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\u003eAfter introducing ChatGPT for Excel and new financial data integrations, it also has 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 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/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\u003ePublication Time: 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 durable business advantage.\n\u003cul\u003e\n\u003cli\u003eThis post 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 the five AI value models driving business reinvention 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\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\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.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eThis article from the Google DeepMind blog explains how Gemini 3.1 Flash-Lite: Built for Large-Scale Intelligence, is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also has practical implications for founders, operators, and investors in Gemini 3.1 Flash-Lite: Built for Large-Scale Intelligence.\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\u003ch3 id=\"two-minute-papers-b_introsearch\"\u003e\n Two Minute Papers (B_intro+search)\n \u003ca class=\"heading-link\" href=\"#two-minute-papers-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://www.youtube.com/watch?v=ssbHkYB0jYM\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow DeepMind’s New AI Predicts What It Cannot See\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-07 22:42 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - ❤️ Check out Lambda here and sign up for their GPU Cloud:.\n\u003cul\u003e\n\u003cli\u003e📝 The paper is available here:.\u003c/li\u003e\n\u003cli\u003eOur Gaussian Material Synthesis paper:.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003e❤️ Check out Lambda here and sign up for their GPU Cloud: \u003ca href=\"https://lambda.ai/papers\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lambda.ai/papers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e📝 The paper is available here:\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://d4rt-paper.github.io/\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://d4rt-paper.github.io/\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eOur Gaussian Material Synthesis paper:\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\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\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-03 20:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Well, we are training with Khabib.\n\u003cul\u003e\n\u003cli\u003eOne of the greatest fighters.\u003c/li\u003e\n\u003cli\u003eHonestly unbelievable, I have.\u003c/li\u003e\n\u003cli\u003eIt\u0026rsquo;s a great honor to be able to train with them.\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\u003c/ul\u003e\n\u003ch2 id=\"ii-influencer-insights\"\u003e\n II. Influencer Insights\n \u003ca class=\"heading-link\" href=\"#ii-influencer-insights\"\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\u003cp\u003eOkay, here are the technical trends, product hotspots, unique perspectives, and recommended resources extracted and summarized from the tweets posted by several AI influencers on the X platform in the past 24 hours:\u003c/p\u003e\n\u003ch3 id=\"1-technical-trends-or-product-hotspots-followed-by-influencers-today\"\u003e\n 1. Technical Trends or Product Hotspots Followed by Influencers Today:\n \u003ca class=\"heading-link\" href=\"#1-technical-trends-or-product-hotspots-followed-by-influencers-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/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eOpenClaw Ecosystem and Skills Development:\u003c/strong\u003e Many influencers like @zhixianio, @Pluvio9yte, @vista8, and @op7418 are focusing on the development and application of OpenClaw and its Skills. This includes recommendations for aggregated Skills repositories, QQ Bot integration, Feishu plugin usage, and sharing various practical Skills.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eApplication Scenarios and Development of AI Agents:\u003c/strong\u003e Discussions are centered on how AI Agents can be applied to automated tasks, code auditing, multi-agent collaboration, and interaction with the real world (e.g., controlling the Xiaomi ecosystem).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLarge Model Capability Enhancement and Application:\u003c/strong\u003e The release of GPT-5.4 with its 1M context support and new features in Claude Code (like the /loop command) have attracted widespread attention. At the same time, open-source models such as Qwen, Sarvam, and Helios are also receiving significant notice.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCompetition and Evolution of AI-Assisted Programming Tools:\u003c/strong\u003e Cursor is facing competition from Claude Code and Codex and is actively transforming to explore multi-agent collaboration and self-developed models.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"2-noteworthy-unique-perspectives-or-industry-foresight\"\u003e\n 2. Noteworthy Unique Perspectives or Industry Foresight:\n \u003ca class=\"heading-link\" href=\"#2-noteworthy-unique-perspectives-or-industry-foresight\"\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\u003eCLI vs. GUI Interaction Models:\u003c/strong\u003e @dotey believes that the interaction based on AI Agents is returning to a CLI state because the best model for GUI has not yet been figured out and needs to be re-explored.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDivision of Labor between OpenClaw and N8N:\u003c/strong\u003e @Pluvio9yte argues that OpenClaw and N8N do not have a replacement relationship, but rather a division of labor. N8N is suitable for deterministic tasks with known processes, while OpenClaw is suited for emergent tasks where the goal is known but the path is not.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Impact of AI on Technological Equity:\u003c/strong\u003e @Pluvio9yte observed that AI can both democratize technology and widen the gap between people. Experienced individuals use the most powerful models, making it difficult for novices to catch up.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Shift in Reading Habits in the AI Era:\u003c/strong\u003e @lijigang believes that while reading with AI is efficient, it may lead to a loss of deep thinking and knowledge internalization, and suggests combining it with traditional paper book reading.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWhat Do Agents Want?\u003c/strong\u003e @lijigang raised a profound question, sparking reflection on the fundamental needs of Agents.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Revolution in Software Development Models:\u003c/strong\u003e @Gorden_Sun believes the incremental market for software lies in providing services to Agents, not to humans.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"3-recommended-tools-and-resources\"\u003e\n 3. Recommended Tools and Resources:\n \u003ca class=\"heading-link\" href=\"#3-recommended-tools-and-resources\"\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\u003eOpenClaw Skills Aggregation Repositories:\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003e@libukai\u0026rsquo;s repository: \u003ca href=\"https://t.co/uqX7A4rmqH\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://t.co/uqX7A4rmqH\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e@GoSailGlobal\u0026rsquo;s repository: \u003ca href=\"https://t.co/TyvPl5m5m0\" class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://t.co/TyvPl5m5m0\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBotDrop:\u003c/strong\u003e Developed by the @zhixianio team, BotDrop is used for rapid deployment and management of AI Bots.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eClaude Code and Codex:\u003c/strong\u003e Several experts recommend using Claude Code and Codex for AI-assisted programming.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBitget Wallet Card:\u003c/strong\u003e Recommended by @AI_Jasonyu, this essential card for AI subscriptions supports major AI services and offers cashback rewards.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eqiaomu-mondo-poster-design Skill:\u003c/strong\u003e A Skill developed by @vista8 for generating master-level poster designs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ebaoyu-skills:\u003c/strong\u003e A Skill developed by @dotey for automatically generating commit messages and changelogs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSendflare:\u003c/strong\u003e An email service recommended by @Pluvio9yte as an alternative to Resend.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGet Notes Skill:\u003c/strong\u003e A note-taking Skill recommended by @vista8 that supports full transcription from Xiaoyuzhou, Bilibili, and Douyin.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGoogle Workspace CLI:\u003c/strong\u003e A tool recommended by @Gorden_Sun that allows Agents to directly interact with the APIs for Google Drive, Gmail, Calendar, and Workspace.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpenAI Symphony:\u003c/strong\u003e A tool recommended by @Gorden_Sun that directly transforms project requirements into an automated AI delivery workflow.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eHelios:\u003c/strong\u003e A real-time video generation model from Peking University, open-sourced and recommended by @Gorden_Sun.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSarvam:\u003c/strong\u003e An open-source LLM from India, recommended by @Gorden_Sun.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLTX-2.3:\u003c/strong\u003e An open-source video model recommended by @Gorden_Sun that can generate both audio and video simultaneously.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOlmo Hybrid:\u003c/strong\u003e An open-source hybrid architecture model recommended by @Gorden_Sun.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ePhi-4-reasoning-vision-15B:\u003c/strong\u003e An open-source multimodal reasoning model from Microsoft, recommended by @Gorden_Sun.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eTRAE:\u003c/strong\u003e An AI coding tool from ByteDance, recommended by @ruanyf, which provides free access to domestic large models.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eWe hope you find this summary helpful!\u003c/p\u003e\n\u003ch2 id=\"3-ai-hot-topics-on-x-powered-by-bird\"\u003e\n 3. AI Hot Topics on X (Powered by bird)\n \u003ca class=\"heading-link\" href=\"#3-ai-hot-topics-on-x-powered-by-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-openclaw-releases-gpt-54-update-amid-explosive-growth\"\u003e\n Topic 1: OpenClaw Releases GPT-5.4 Update Amid Explosive Growth\n \u003ca class=\"heading-link\" href=\"#topic-1-openclaw-releases-gpt-54-update-amid-explosive-growth\"\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: 5 hours ago, Related posts: 2100\u003c/li\u003e\n\u003cli\u003eWhat happened: AI company OpenClaw released the latest update to its large language model, GPT-5.4, amidst a period of rapid growth in its user base and influence.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Every update to a Large Language Model (LLM) can bring significant improvements in performance, functionality, or efficiency, pushing the boundaries of AI technology. OpenClaw\u0026rsquo;s rapid growth indicates widespread market recognition and could signal new trends in AI applications or shifts in the competitive landscape.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Given the new model\u0026rsquo;s release, discussions on X are likely to focus on the specific performance improvements of GPT-5.4 (such as accuracy, reasoning capabilities, and new features), comparisons with existing mainstream models, the reasons behind OpenClaw\u0026rsquo;s rapid growth, and its potential impact on the AI market\u0026rsquo;s competitive landscape. Users may also share their initial experiences and outlooks for future development.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-us-israeli-strikes-kill-irans-khamenei-as-war-enters-second-week\"\u003e\n Topic 2: U.S.-Israeli Strikes Kill Iran\u0026rsquo;s Khamenei as War Enters Second Week\n \u003ca class=\"heading-link\" href=\"#topic-2-us-israeli-strikes-kill-irans-khamenei-as-war-enters-second-week\"\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: 212000\u003c/li\u003e\n\u003cli\u003eWhat happened: U.S. and Israeli attacks led to the death of Iran\u0026rsquo;s Supreme Leader Khamenei, as the Middle East conflict entered its second week.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This geopolitical event could escalate global instability, affecting supply chains, investment, and talent flow in the AI sector. Concurrently, it may accelerate the development and deployment of AI in applications such as military, cybersecurity, and information warfare.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on X mainly revolve around the profound impact of the event on the global geopolitical landscape, and the role of AI technology in conflict information dissemination, cyber offense, and defense. Additionally, users are concerned about the potential impact of escalating conflict on global tech supply chains and AI R\u0026amp;D investment, and raise ethical concerns about AI\u0026rsquo;s use in warfare.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"话题-3crypto-og-accuses-cz-and-aster-dex-of-copying-his-2022-angel-dust-project\"\u003e\n 话题 3：Crypto OG Accuses CZ and Aster DEX of Copying His 2022 Angel Dust Project\n \u003ca class=\"heading-link\" href=\"#%e8%af%9d%e9%a2%98-3crypto-og-accuses-cz-and-aster-dex-of-copying-his-2022-angel-dust-project\"\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: 17 hours ago, related posts: 2400\u003c/li\u003e\n\u003cli\u003eWhat happened: A crypto OG accused CZ and Aster DEX of copying his 2022 Angel Dust project.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This incident highlights the challenges intellectual property protection and originality face in rapidly evolving tech fields (such as AI and Web3), potentially affecting innovation and trust in AI projects and platforms.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions mainly revolve around the authenticity of the accusations, the validity of the evidence, and how to define and protect intellectual property in fast-iterating fields like crypto and AI. Some question the motives behind the plagiarism allegations, while others call for more respect and protection for original projects.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"4-openais-gpt-54-delights-users-with-coding-and-finance-prowess\"\u003e\n 4: OpenAI\u0026rsquo;s GPT-5.4 Delights Users with Coding and Finance Prowess\n \u003ca class=\"heading-link\" href=\"#4-openais-gpt-54-delights-users-with-coding-and-finance-prowess\"\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: 19 hours ago, related posts: 10000\u003c/li\u003e\n\u003cli\u003eWhat happened: OpenAI\u0026rsquo;s GPT-5.4 model has demonstrated exceptional capabilities in coding and finance, receiving positive user feedback.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This indicates significant progress in large language models\u0026rsquo; ability to handle complex logical tasks (like programming) and specialized domain knowledge (like financial analysis), foreshadowing further expansion of AI\u0026rsquo;s application potential in key industries and accelerating the development of general artificial intelligence.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on X mainly revolve around GPT-5.4\u0026rsquo;s accuracy and reliability in practical applications (especially in high-risk financial sectors), its potential impact on the programming and finance job markets, and its performance comparison with existing models. Some users also focus on its potential release date, access permissions, and ethical risks.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"5-karpathy-open-sources-autoresearch-for-one-gpu-ai-experiments\"\u003e\n 5: Karpathy Open-Sources Autoresearch for One-GPU AI Experiments\n \u003ca class=\"heading-link\" href=\"#5-karpathy-open-sources-autoresearch-for-one-gpu-ai-experiments\"\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: 10 hours ago, related posts: 3900\u003c/li\u003e\n\u003cli\u003eWhat happened: Renowned AI expert Andrew Karpathy open-sourced the Autoresearch tool, aiming to simplify the process of conducting AI experiments on a single GPU.\u003c/li\u003e\n\u003cli\u003eWhy it matters: It significantly lowers the hardware barrier for individuals and small teams to conduct complex AI experiments, helping democratize AI research and potentially accelerating innovation and the emergence of new ideas.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on X primarily focus on Autoresearch\u0026rsquo;s effectiveness and limitations in performing actual complex AI tasks in a single GPU environment, and its potential empowering role for resource-limited researchers and the broader AI community.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"6-openclaw-developer-releases-discrawl-for-discord-data-mining\"\u003e\n 6: OpenClaw Developer Releases Discrawl for Discord Data Mining\n \u003ca class=\"heading-link\" href=\"#6-openclaw-developer-releases-discrawl-for-discord-data-mining\"\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: 12 hours ago, related posts: 286\u003c/li\u003e\n\u003cli\u003eWhat happened: OpenClaw developer released a tool named Discrawl, designed for data mining on the Discord platform.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The emergence of Discrawl provides a new potential data source for AI model training, especially high-quality community dialogue data, which is crucial for enhancing language models\u0026rsquo; understanding and generation capabilities, and for community behavior analysis.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on X mainly revolve around the legality and ethical issues of data scraping, with users expressing concerns about personal privacy leakage. Meanwhile, some developers believe such tools can provide valuable datasets for AI model training, but emphasize the need for responsible use within a compliant framework.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"7-crowds-line-up-in-china-for-openclaw-ai-installations\"\u003e\n 7: Crowds Line Up in China for OpenClaw AI Installations\n \u003ca class=\"heading-link\" href=\"#7-crowds-line-up-in-china-for-openclaw-ai-installations\"\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: 5 hours ago, related posts: 711\u003c/li\u003e\n\u003cli\u003eWhat happened: Crowds have been observed lining up in various parts of China, eager to experience and install OpenClaw AI-related services or devices.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This indicates that AI technology is moving from laboratories to the mass market, signaling immense consumer demand for and acceptance of AI products and services. It may accelerate the popularization of AI and provide references for market strategies and user experience to other AI companies.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: Discussions on X primarily revolve around the practical utility of OpenClaw AI, user data privacy and security, and its ability to meet large-scale market demands sustainably. Some users question whether it\u0026rsquo;s overhyped, while others are optimistic about the convenience and technological breakthroughs it offers.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-8-barcelona-dominate-possession-at-halftime-in-tense-bilbao-title-clash\"\u003e\n Topic 8: Barcelona Dominate Possession at Halftime in Tense Bilbao Title Clash\n \u003ca class=\"heading-link\" href=\"#topic-8-barcelona-dominate-possession-at-halftime-in-tense-bilbao-title-clash\"\u003e\n \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: 2 days ago, Related Posts: 150,000\u003c/li\u003e\n\u003cli\u003eWhat it is: In the intense title clash between Barcelona and Bilbao, Barcelona dominated possession in the first half.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Although this is a sporting event, its match data (such as possession, passes, shots, etc.) serves as crucial input for sports AI analysis models. This data can be used to train and evaluate AI\u0026rsquo;s capabilities in match prediction, tactical analysis, and player performance assessment, thereby advancing sports technology.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: The focus of discussions on X may include: the prediction accuracy of AI models for match outcomes or key events (like changes in possession); the potential and limitations of AI in analyzing team tactics and player performance; and how to leverage AI technology to enhance automated sports content generation and fan engagement.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-9-yamals-golazo-secures-barcelonas-1-0-win-at-san-mamés\"\u003e\n Topic 9: Yamal\u0026rsquo;s Golazo Secures Barcelona\u0026rsquo;s 1-0 Win at San Mamés\n \u003ca class=\"heading-link\" href=\"#topic-9-yamals-golazo-secures-barcelonas-1-0-win-at-san-mam%c3%a9s\"\u003e\n \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: 11 hours ago, Related Posts: 97,000\u003c/li\u003e\n\u003cli\u003eWhat it is: FC Barcelona won a match, becoming a trending topic on X.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This topic is categorized under AI, suggesting that AI technology is likely being used to analyze match data, predict outcomes, or automatically generate related news reports and social media content. This showcases the potential of AI applications in sports media and data analysis.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: Discussions on X likely focus on the quality and accuracy of AI in automated sports content generation (such as post-match reports and social media summaries), as well as the effectiveness of AI in sports data analysis and prediction. Additionally, the potential impact of AI technology on sports media and traditional reporting models may also be explored.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"ai-sentiment-summary-on-x-today\"\u003e\n AI Sentiment Summary on X Today\n \u003ca class=\"heading-link\" href=\"#ai-sentiment-summary-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 AI narrative on X today clearly points to the rapid advancement of Large Language Model (LLM) capabilities and their widespread penetration into various fields. The outstanding performance of new models from companies like OpenClaw in specialized areas such as programming and finance is driving AI technology towards the mass market. This has triggered a surge of user interest in places like China, indicating a massive demand for AI services—a now widely held consensus. However, this rapid development is accompanied by deep concerns about data privacy, intellectual property protection, and the legality of data scraping. Concurrently, the potential application of AI in military and information warfare, along with the potential impact of geopolitical conflicts on the global AI supply chain and ethical deployment, have become focal points for the community, constituting the main points of contention and potential risks. Nevertheless, the emergence of open-source tools is working to lower the barrier to AI research, heralding an era of more inclusive AI innovation.\u003c/p\u003e\n\u003ch2 id=\"iv-todays-key-takeaways\"\u003e\n IV. Today\u0026rsquo;s Key Takeaways\n \u003ca class=\"heading-link\" href=\"#iv-todays-key-takeaways\"\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;Exiled Iranian Prince Reza Pahlavi: Transition Plan and the Fight for Iran\u0026rsquo;s Freedom\u0026rdquo; from the All-In Podcast is a priority. Key points include: - (0:00) Jason introduces Prince Reza Pahlavi (1:09) Pahlavi\u0026rsquo;s views on the war and his vision for Iran\u0026rsquo;s future, democracy, and return (8:53) Trump\u0026rsquo;s Su\u0026hellip;.\u003c/li\u003e\n\u003cli\u003eThis piece from the All-In podcast explains how the exiled Iranian prince Reza Pahlavi: Transition Plan and the Fight for Iran\u0026rsquo;s Freedom\u0026hellip;.\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 (Podcast/Newsletter/Video) for in-depth reading based on your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topic:\u003c/strong\u003e The topic \u0026ldquo;OpenClaw Releases GPT-5.4 Update Amid Explosive Growth\u0026rdquo; is trending (approx. 2,100 related posts) and can serve as an entry point for understanding global AI sentiment and perspectives.\u003c/li\u003e\n\u003c/ul\u003e\n","description":" 2026-03-08 AI Daily (Watch List + X Hot Topics) Link to heading This report is based on the Watch List JSON snapshot generated in Phase 2, as well as AI-related hot topics on X/Twitter (captured via the bird CLI).\nI. Watch List Update Overview 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 Abstract: - 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 television. 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, 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 also undeniably making the sport successful through his own sheer will. Then, the American company Liberty Media acquired the entire company 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 Abstract: - 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 the evolution of a16z 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 How To Avoid AI Design Slop Release Time: 2026-03-07 03:25 Beijing Time Abstract: - You’ve probably heard of OpenClaw (formerly Clawdbot/Moltbot). The viral 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 man behind it. YC\u0026rsquo;s Raphael Schaad sits down with Peter Steinberger, founder of OpenClaw, to discuss the “aha” 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: As no-code design tools become more common, so do the pitfalls You know what they look like - the purple gradients, annoying hover effects, sections that fade as you scroll So how do you avoid a site that feels vibe coded while still taking advantage of these new tools In this episode of Design Review, YC’s Aaron Epstein is joined by Visiting Partner Raphael Schaad, the founder and designer of Cron (now Notion Calendar) All-In Podcast （A_full） Link to heading Exiled Iranian Prince Reza Pahlavi: Transition Plan and the Fight for Iran\u0026rsquo;s Freedom\n"}