{"title":"AI Daily - 2026-02-19","url":"/en/ai-daily/ai-daily-2026-02-20/","date":"2026-02-19","type":"ai-daily","content":"\u003cblockquote\u003e\n\u003cp\u003eThis page is automatically generated from the AI Daily.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch1 id=\"2026-02-20-ai-daily-watch-list--x-hot-topics\"\u003e\n  2026-02-20 AI Daily (Watch List + X Hot Topics)\n  \u003ca class=\"heading-link\" href=\"#2026-02-20-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 Phase 2-generated Watch List JSON snapshot and AI-related hot topics on X/Twitter (fetched via bird CLI).\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"i-watch-list-update-summary\"\u003e\n  I. Watch List Update Summary\n  \u003ca class=\"heading-link\" href=\"#i-watch-list-update-summary\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eTime window: Last 7 days; 16 sources covered; 14 updates in total\u003c/p\u003e\n\u003c/blockquote\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/evals-feedback-loops-and-the-engineering-that-makes-ai-work-cqU91fWY\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eEvals, Feedback Loops, and the Engineering That Makes AI Work\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-18 01:15 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Martin Casado discusses with Ankur Goyal, founder and CEO of Braintrust, where engineering truly matters in AI and where it doesn\u0026rsquo;t. - They cover the open-source vs. closed-source model cycle, why Chinese models are developing faster than spending might suggest, whether AI demand will eventually saturate, and a Bash vs. SQL benchmark that challenges the \u0026ldquo;just give it a computer\u0026rdquo; agent methodology. - Follow Martin Casado on X: Follow Ankur Goyal on X: Check out everything a16z is doing with artificial intelligence here, including articles, projects, and more podcasts. - Please note, the content herein is for informational purposes only; it should not be taken as legal, business, tax, or investment advice, or used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. - a16z and its affiliates may maintain investments in the companies discussed.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eMartin Casado speaks with Ankur Goyal, founder and CEO of Braintrust, about where engineering actually matters in AI and where it doesn\u0026rsquo;t\u003c/li\u003e\n\u003cli\u003eThey cover the open source vs closed source model cycle, why Chinese models are gaining ground faster than spending suggests, whether AI demand will eventually…\u003c/li\u003e\n\u003cli\u003eCheck out everything a16z is doing with artificial intelligence here , including articles, projects, and…\u003c/li\u003e\n\u003cli\u003ea16z and its affiliates may maintain investments in the companies discussed\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"y-combinator-podcast-b_introsearch\"\u003e\n  Y Combinator Podcast (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#y-combinator-podcast-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://podcasters.spotify.com/pod/show/ycombinator/episodes/Inside-Claude-Code-With-Its-Creator-Boris-Cherny-e3f7vdu\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eInside Claude Code With Its Creator Boris Cherny\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-18 05:59 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - You\u0026rsquo;ve probably heard of OpenClaw (formerly Clawdbot/Moltbot). - The sensational open-source AI assistant can run on your own device, connects with the messaging apps you already use, and goes beyond chat to actually perform tasks like managing email, calendars, files, workflows, and more. - Now meet the person behind it. - YC\u0026rsquo;s Raphael Schaad sits down with Peter Steinberger, the founder of OpenClaw, to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents will reshape the future of software.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eA very special guest on this episode of the Lightcone\u003c/li\u003e\n\u003cli\u003eBoris Cherny, the creator of Claude Code, sits down to share the incredible journey of developing one of the most transformative coding tools of the AI era\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://podcasters.spotify.com/pod/show/ycombinator/episodes/The-New-Way-To-Build-A-Startup-e3f3j9e\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe New Way To Build A Startup\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-15 04:06 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - You may have already heard of OpenClaw (formerly known as Clawdbot/Moltbot). - The sensational open-source AI assistant that runs on your own device, connects with the messaging apps you already use, and goes beyond chat to actually perform tasks like managing email, calendars, files, workflows, and more. - Now meet the person behind it. - YC\u0026rsquo;s Raphael Schaad sits down with OpenClaw founder Peter Steinberger to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents are set to reshape the future of software.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003eIn the AI era, startups aren\u0026rsquo;t winning by hiring faster — they\u0026rsquo;re winning by automating as many internal functions as possible\u003c/li\u003e\n\u003cli\u003eIn this episode of Main Function, Garry breaks down how tiny teams are beating companies 20x their size by building automations into every workflow, from engine…\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-do-ai-analysis-you-can-actually\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow to do AI analysis you can actually trust\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-17 21:45 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Each week, I answer reader questions about building products, driving growth, and accelerating your career. - The problem with AI is that the output always looks confident—even when it\u0026rsquo;s full of lies: fabricated citations, erroneous insights, and totally wrong conclusions. - As today\u0026rsquo;s guest author Caitlin Sullivan puts it, \u0026ldquo;These errors are invisible until a stakeholder asks a question you can\u0026rsquo;t answer, or a decision fails three months down the line, or you realize the \u0026lsquo;customer evidence\u0026rsquo; behind a major investment actually has giant holes in it.\u0026rdquo; Caitlin is a user research veteran who has been at the forefront of using AI for user research. - She has trained hundreds of product and research professionals at companies large and small in effective AI-powered customer research and has advised teams at companies like Canva and YouTube. - Below, she shares her four most effective techniques for getting truthful, trustworthy, and actionable user insights from ChatGPT, Claude, Gemini, or your LLM of choice.\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…\u003c/li\u003e\n\u003cli\u003evia=lenny\u0026rdquo;\u0026gt;public speaking course , and interview prep copilot \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-do-ai-analysis-you-can-actually-db6\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow to do AI analysis you can actually trust\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-17 21:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026quot;. - ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d4c0b48-1813-4432-894d-5011ef111807_3016x3016.p…. - ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d4c0b48-1813-4432-894d-5011ef111\u0026hellip;. - In this episode, Caitlin Sullivan, a user research veteran who has trained hundreds of product and research professionals, shares her four prompt techniques\u0026hellip;.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Highlights:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\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%2F7d4c0b48-1813-4432-894d-5011ef111807_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%2F7d4c0b48-1813-4432-894d-5011ef111…\u003c/li\u003e\n\u003cli\u003eIn this episode, Caitlin Sullivan, a user-research veteran who’s trained hundreds of product and research professionals, shares her four prompting techniq…\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-opus-vs-codex\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🎙️ This week on How I AI: Opus vs. Codex showdown, and AI for accessibility\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-17 00:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Claude Opus 4.6 vs. GPT-5.3 Codex: Which is the better software engineer? - Brought to you by WorkOS — Make your app enterprise-ready instantly. Claire put GPT-5.3 Codex and Claude Opus 4.6 head-to-head in a real-world task — redesigning her marketing website, refactoring complex components, and shipping production code. - In five days, she issued 44 PRs, affecting 1,088 files, and added 93,000 lines of code (while removing 87,000). - It was Opus for building and Codex for reviewing. - A detailed workflow walkthrough in this episode: • How I AI: GPT-5.3 Codex vs. Claude Opus 4.6\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2\u0026rdquo; href=\u0026ldquo;\u003ca href=\"https://substackcdn.com/image/fetch/$s\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://substackcdn.com/image/fetch/$s\u003c/a\u003e_\u003c/li\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…\u003c/li\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-l…\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-this-visually-impaired-engineer\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow this visually impaired engineer uses Claude Code to make his life more accessible | Joe McCormick\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-16 21:03 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eJoe McCormick, a principal software engineer at Babylist, lost most of his central vision due to a rare genetic condition before attending college.\u003c/li\u003e\n\u003cli\u003eHe transitioned from mechanical engineering to computer science and now leads Babylist\u0026rsquo;s AI enablement efforts.\u003c/li\u003e\n\u003cli\u003eJoe demonstrates how he uses AI to build micro Chrome extensions that make his everyday work and life more accessible, showcasing how personal software can address accessibility needs often overlooked by mainstream products.\u003c/li\u003e\n\u003cli\u003eListen or watch on YouTube, Spotify, or Apple Podcasts.\nWhat you\u0026rsquo;ll learn:\u003c/li\u003e\n\u003cli\u003eHow to build custom Chrome extensions in 25 minutes using Claude Code\u003c/li\u003e\n\u003cli\u003ePractical workflows for creating AI-powered assistive tools\u003c/li\u003e\n\u003cli\u003eHow to accelerate repetitive development tasks using Claude Skills\u003c/li\u003e\n\u003cli\u003eTechniques for making Claude Code more accessible to screen readers\u003c/li\u003e\n\u003cli\u003eWhy personal software is becoming increasingly viable with AI assistance\u003c/li\u003e\n\u003cli\u003eHow multimodal AI is transforming accessibility for visually impaired users\nTines — Start building intelligent workflows today.\nIn this episode, we will cover:\n( 00:00 ) Introduction to Joe and his background\n( 02:34 ) Joe\u0026rsquo;s journey into computer science after vision loss\n( 04:50 ) The concept of personal assistive software\n( 06:09 ) Chrome extension demo for image descriptions on Slack\n( 10:40 ) AI-powered spell checker extension demo\n( 13:12 ) Keyboard shortcuts for efficiency and accessibility\n( 14:37 ) Live build of a link summarizer extension\n( 20:28 ) Extracting common patterns using Claude Skills\n( 25:30 ) Reviewing and modifying the development plan\n( 27:45 ) Eliminating user cognitive friction through repetitive patterns\n( 31:40 ) How to skillfully use AI tools\n( 34:55 ) Loading extensions into Chrome in developer mode\n( 36:19 ) Testing and debugging extensions\n( 40:44 ) Quick recap\n( 42:12 ) Quick review and final thoughts\nTools referenced:\n• Claude Code:\n• VS Code:\n• Gemini:\n• ChatGPT:\n• Meta Ray-Ban smart glasses:\nOther references:\n• Chrome Extension Documentation:\n• ARIA (Accessible Rich Internet Applications):\n• Windows Subsystem for Linux:\n• Screen readers:\n• Claude Skills Description: How to Create Reusable AI Workflows:\nWhere to find Joe McCormick:\nLinkedIn:\nCompany:\nWhere to find Claire Vo:\nChatPRD:\nWebsite:\nLinkedIn:\nX:\nProduction and Marketing.\u003c/li\u003e\n\u003cli\u003eHow this visually impaired engineer uses Claude Code to turn Slack images into descriptions, instantly correct typos, and summarize links - all via simple keyboard shortcuts\nJoe McCormick is a principal software engineer at…. He pivoted from mechanical engineering to computer science and now leads AI enablement at Babylist. Joe demonstrates how he uses AI to build micro Chrome extensions that make his everyday work and life more accessible, showing how personal software can address…i=1000749964019\u0026rdquo;\u0026gt;Apple Podcasts. What you\u0026rsquo;ll learn: - How to build custom Chrome extensions in under 25 minutes usin…\u003c/li\u003e\n\u003cli\u003eEN Key Takeaways:\n\u003cul\u003e\n\u003cli\u003eJoe McCormick is a principal software engineer at…\u003c/li\u003e\n\u003cli\u003eHe pivoted from mechanical engineering to computer science and now leads AI enablement at Babylist\u003c/li\u003e\n\u003cli\u003eJoe demonstrates how he uses AI to build micro Chrome extensions that make his everyday work and life more accessible, showing how personal software can address…\u003c/li\u003e\n\u003cli\u003ei=1000749964019\u0026rdquo;\u0026gt;Apple Podcasts What you’ll learn: - How to build custom Chrome extensions in under 25 minutes usin…\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/sequoia-ceo-coach-why-its-never-been\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eSequoia CEO coach: Why it’s never been easier to start a company, and never been harder to scale one | Brian Halligan (co-founder, HubSpot)\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-15 21:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Brian Halligan is the co-founder of HubSpot, served as CEO for about 15 years, and now serves as an in-house CEO coach for Sequoia Capital\u0026rsquo;s fastest-growing founders. - His LOCKS framework for evaluating founders 2. - Why you should build your team like the 2004 Red Sox 3. - Why hiring \u0026ldquo;spicy\u0026rdquo; candidates beats consensus picks 4. - Why enterprise sales will be the last white-collar job to be replaced by AI 5.\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eBrian Halligan co-founded HubSpot, ran it as CEO for about 15 years, and now coaches Sequoia’s fastest-growing founders as their in-house CE…\u003c/li\u003e\n\u003cli\u003eHis LOCKS framework for evaluating founders 2\u003c/li\u003e\n\u003cli\u003eWhy you should build your team like the 2004 Red Sox 3\u003c/li\u003e\n\u003cli\u003eWhy hiring “spicy” candidates beats consensus picks 4\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-how-pms-are-using\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🧠 Community Wisdom: How PMs are using AI coding tools, implementing reverse free trials, distinguishing yourself as a product manager vs. project manager, pricing your consulting work, and more\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-15 01:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - 👋 Hello, and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, sent every\u0026hellip; - ,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\u0026hellip;. - ,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\u0026hellip;.\u003c/li\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\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/shopify-earnings-shopifys-ai-advantages/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eShopify Earnings, Shopify’s AI Advantages\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-02-18 19:00 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - Shopify is poised to be one of the biggest winners from AI; it would behoove investors to actually understand the businesses they are selling. - \u003cstrong\u003e$15\u003c/strong\u003e/month* or *\u003cstrong\u003e$150\u003c/strong\u003e/year. - Substantive analysis of the day\u0026rsquo;s news via three emails or podcasts a week. - \u003cstrong\u003eStrategy Interviews\u003c/strong\u003e. - Interviews with leading public market CEOs, private company founders, and discussions with fellow analysts.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eShopify is poised to be one of the biggest winners from AI; it would behoove investors to actually understand the businesses they are selling.\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/thin-is-in/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThin Is In\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-17 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u003cstrong\u003eListen to this\u003c/strong\u003e post**:**. - In the early days of computing, there was no debate about fat clients versus thin clients:. - When computers were the size of rooms, there were no clients: you scheduled time or submitted a job and came back for the results when it was your turn. - A few years later, though, thin clients in the form of displays and keyboards emerged: - There is no computer in this image; rather, this is a terminal connected to a host.\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\u003cstrong\u003e\u003ca href=\"https://openai.com/index/openai-for-india\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing OpenAI for India\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-19 05:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Today at the 2026 AI for India Impact Summit in Delhi, we are introducing OpenAI for India, a country-wide initiative in collaboration with leading partners in India to expand access to AI, and unlock its economic and social benefits in the world’s largest democracy. - India is now home to over 100 million weekly ChatGPT users, including students, teachers, developers, and entrepreneurs. - OpenAI for India builds on this foundation, working with leading partners, starting with the Tata Group, to build sovereign AI capabilities, accelerate enterprise adoption, invest in workforce skilling, and strengthen India’s thriving AI ecosystem. - ## Laying the foundation for sovereign AI infrastructure in India. - As part of our global Stargate initiative, OpenAI and the Tata Group are collaborating on local, AI-ready data center capacity designed for data residency, security, and long-term domestic capability.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI for India expands AI access across the country—building local infrastructure, powering enterprises, and advancing workforce skills.\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\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://deepmind.google/blog/a-new-way-to-express-yourself-gemini-can-now-create-music/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eA new way to express yourself: Gemini can now create music\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-19 00:01 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - The Gemini app now features our most advanced music generation model Lyria 3, empowering anyone to make 30-second tracks using text or images. - This article from the Google DeepMind blog explains a new way to express yourself: Gemini can now create music, shaping the broader AI and infrastructure landscape. - It also provides practical implications for founders, operators, and investors: a new way to express yourself: Gemini can now create music.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eThe Gemini app now features our most advanced music generation model Lyria 3, empowering anyone to make 30-second tracks using text or images.\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://deepmind.google/blog/accelerating-discovery-in-india-through-ai-powered-science-and-education/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAccelerating discovery in India through AI-powered science and education\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-02-17 21:42 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - Google DeepMind is introducing the National Artificial Intelligence Partner Program to India, expanding AI into the fields of science and education. - This article from the Google DeepMind blog explains how to accelerate discovery in India through AI-driven science and education, shaping the broader AI and infrastructure landscape. - In addition to accelerating discovery in India through AI-driven science and education, it also has practical implications for founders, operators, and investors.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Key Points:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eGoogle DeepMind brings National Partnerships for AI initiative to India, scaling AI for science and education\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2 id=\"ii-ai-hotspots-on-x-based-on-bird\"\u003e\n  II. AI Hotspots on X (Based on bird)\n  \u003ca class=\"heading-link\" href=\"#ii-ai-hotspots-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-google-launches-lyria-3-ai-music-generator-in-gemini-app\"\u003e\n  Topic 1: Google Launches Lyria 3 AI Music Generator in Gemini App\n  \u003ca class=\"heading-link\" href=\"#topic-1-google-launches-lyria-3-ai-music-generator-in-gemini-app\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 15 hours ago, related posts: 9,900\u003c/li\u003e\n\u003cli\u003eWhat it is: Google DeepMind has launched the beta version of Lyria 3 in the Gemini app, an AI music generator that allows users to create 30-second music clips from text prompts or photos, available in 8 languages.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The launch of Lyria 3 marks progress in AI music generation technology regarding multi-modal input (text/image-to-music) and integration into mainstream applications. It enhances the usability and accessibility of AI creation tools and may further drive the application and competition of AI in the creative industries.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X likely revolve around the copyright ownership of AI-generated music, its impact on human music creators, the quality and originality of the generated music, and comparisons with other AI music tools like Suno and Udio.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-vatican-declines-trumps-board-of-peace-invitation\"\u003e\n  Topic 2: Vatican Declines Trump\u0026rsquo;s Board of Peace Invitation\n  \u003ca class=\"heading-link\" href=\"#topic-2-vatican-declines-trumps-board-of-peace-invitation\"\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: 1 day ago, related posts: 107,000\u003c/li\u003e\n\u003cli\u003eWhat it is: The Vatican has rejected an invitation from former U.S. President Trump to join his \u0026ldquo;Board of Peace.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003eWhy it matters: This event is not directly related to the AI field, so its importance to the AI domain cannot be inferred from the available information.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X primarily focus on factual reporting of the event, with opinions supporting or opposing the Vatican\u0026rsquo;s decision. Some interpret the refusal as a sign of the Vatican\u0026rsquo;s \u0026ldquo;globalist\u0026rdquo; stance or an indication that it is not genuinely seeking peace.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-skill-graphs-emerge-as-new-way-to-boost-ai-agents\"\u003e\n  Topic 3: Skill Graphs Emerge as New Way to Boost AI Agents\n  \u003ca class=\"heading-link\" href=\"#topic-3-skill-graphs-emerge-as-new-way-to-boost-ai-agents\"\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: 19 hours ago, related posts: 1,200\u003c/li\u003e\n\u003cli\u003eWhat it is: Skill graphs are being proposed as a new method to enhance the capabilities and efficiency of AI agents.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Skill graphs provide AI agents with a structured representation of knowledge and abilities, enabling them to plan and execute complex tasks more effectively, and improving their generalization capabilities and reliability. This is a crucial step in advancing agents from single-task operations to multi-modal, multi-step tasks.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X focus on the practical effectiveness of skill graphs, their construction complexity, and maintenance costs. Some believe they can significantly enhance an agent\u0026rsquo;s reasoning and planning abilities, while others question their adaptability in dynamic environments and how they integrate with existing technologies like tool calling and RAG. There are also differing opinions on how to automate the construction and updating of these graphs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-world-labs-raises-1-billion-for-3d-ai-world-models\"\u003e\n  Topic 4: World Labs Raises $1 Billion for 3D AI World Models\n  \u003ca class=\"heading-link\" href=\"#topic-4-world-labs-raises-1-billion-for-3d-ai-world-models\"\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: 13 hours ago, related posts: 815\u003c/li\u003e\n\u003cli\u003eWhat it is: World Labs, co-founded by AI pioneer Fei-Fei Li, has successfully raised $1 billion to develop 3D AI world model technology.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This major funding round will accelerate the application of 3D AI world models in professional 3D design workflows, marking a key advancement for AI in understanding and simulating the real world. The company has also gained strategic support from industry giants like Autodesk and NVIDIA.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X primarily revolve around the potential disruptive impact of 3D AI world models on the future of AI and the professional design sector, Fei-Fei Li\u0026rsquo;s influence in the industry, and the validation and future integration prospects demonstrated by strategic investors like Autodesk and NVIDIA.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-logan-kilpatricks-gemini-post-sparks-buzz-for-31-pro-update\"\u003e\n  Topic 5: Logan Kilpatrick\u0026rsquo;s \u0026lsquo;Gemini\u0026rsquo; Post Sparks Buzz for 3.1 Pro Update\n  \u003ca class=\"heading-link\" href=\"#topic-5-logan-kilpatricks-gemini-post-sparks-buzz-for-31-pro-update\"\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: 2 hours ago, related posts: 859\u003c/li\u003e\n\u003cli\u003eWhat it is: Logan Kilpatrick published a post mentioning \u0026ldquo;Gemini,\u0026rdquo; sparking widespread speculation and discussion about an update to Google\u0026rsquo;s Gemini 3.1 Pro version.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWhy it\u0026rsquo;s important:\u003c/strong\u003e If the Gemini 3.1 Pro update is true, it could signal a significant leap in Google\u0026rsquo;s AI model capabilities, especially for professional-grade applications, directly impacting the competitive landscape and technological development direction in the AI field.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDiscussion overview:\u003c/strong\u003e Discussions on X mainly revolve around: Is this an official preview of Google\u0026rsquo;s new Gemini version? What specific functional enhancements and performance improvements will the 3.1 Pro version bring? How will it compete with current leading AI models (such as OpenAI\u0026rsquo;s GPT series)? And the deeper meaning behind Logan Kilpatrick\u0026rsquo;s (former OpenAI employee) post.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-openai-and-paradigm-launch-evmbench-to-test-ai-on-ethereum-vulnerabilities\"\u003e\n  Topic 6: OpenAI and Paradigm Launch EVMbench to Test AI on Ethereum Vulnerabilities\n  \u003ca class=\"heading-link\" href=\"#topic-6-openai-and-paradigm-launch-evmbench-to-test-ai-on-ethereum-vulnerabilities\"\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: 11 hours ago, number of related posts: 7500\u003c/li\u003e\n\u003cli\u003eWhat happened: OpenAI and crypto venture capital firm Paradigm jointly released the EVMbench tool, designed to test the ability of AI agents to discover and fix Ethereum smart contract vulnerabilities.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This initiative aims to assess the potential of AI to enhance blockchain security, representing a key advancement in the application of AI technology to the complex cybersecurity field of decentralized systems. It is expected to significantly reduce smart contract vulnerabilities and strengthen trust in the Web3 ecosystem.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on X primarily focus on the actual effectiveness of AI in detecting complex smart contract vulnerabilities, its impact on existing security audit processes and developers, and whether AI itself might introduce new security risks or challenges.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-7-anthony-gordon-scores-four-in-newcastles-6-1-champions-league-rout\"\u003e\n  Topic 7: Anthony Gordon Scores Four in Newcastle\u0026rsquo;s 6-1 Champions League Rout\n  \u003ca class=\"heading-link\" href=\"#topic-7-anthony-gordon-scores-four-in-newcastles-6-1-champions-league-rout\"\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: 1 day ago, number of related posts: 56000\u003c/li\u003e\n\u003cli\u003eWhat happened: Newcastle player Anthony Gordon scored four goals in a Champions League match, helping the team to a 6-1 victory.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This unexpected match result and the player\u0026rsquo;s outstanding performance provide a new test case for sports AI prediction models and data analysis tools, sparking discussions about AI\u0026rsquo;s predictive capabilities and limitations in complex dynamic environments.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on the X platform focus on the accuracy of AI sports prediction models, especially their performance when facing such unexpected results. Users discussed the challenges of AI in capturing the unpredictability of competitive sports, as well as its potential in optimizing player performance analysis and tactical planning.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"todays-ai-public-opinion-summary-on-x\"\u003e\n  Today\u0026rsquo;s AI Public Opinion Summary on X\n  \u003ca class=\"heading-link\" href=\"#todays-ai-public-opinion-summary-on-x\"\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 line of public opinion on the X platform clearly points to the rapid progress of AI technology and the strong confidence in the capital market. From Google DeepMind\u0026rsquo;s launch of the multimodal music generator Lyria 3, to Fei-Fei Li\u0026rsquo;s team receiving huge funding to develop 3D world models, and the widespread speculation about Google Gemini 3.1 Pro, all confirm AI\u0026rsquo;s continuous breakthroughs in core capabilities and application breadth. The consensus is that AI is accelerating its penetration into diverse professional fields such as creative content production, agent capability enhancement, and blockchain security, as exemplified by OpenAI\u0026rsquo;s cooperation with Paradigm to evaluate AI\u0026rsquo;s ability to repair smart contract vulnerabilities, which foreshadows the huge potential of AI in solving complex real-world problems. However, disagreements and discussions have also followed, mainly centering on the copyright ownership, quality, and originality of AI-generated content, as well as the complexity, adaptability, and effectiveness of new methods such as \u0026ldquo;skill maps\u0026rdquo; in practical applications. Potential risks are concentrated on new challenges that AI may introduce in complex dynamic environments (such as smart contract security) and its predictive limitations when facing highly uncertain events (such as sports events). These prompt the community to deeply consider the reliability and ethical boundaries of AI.\u003c/p\u003e\n\u003ch2 id=\"iii-todays-highlights-review\"\u003e\n  III. Today\u0026rsquo;s Highlights Review\n  \u003ca class=\"heading-link\" href=\"#iii-todays-highlights-review\"\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;Introducing OpenAI for India\u0026rdquo; from the OpenAI Blog is worth prioritizing. Main content: - Today at the 2026 India AI Impact Summit in Delhi, we are launching OpenAI for India, a national initiative in partnership with leading Indian partners to expand the use of AI and unleash its economic and social benefits in the world\u0026rsquo;s largest democracy. - Ind\u0026hellip;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 14 key updates were captured in the past 7 days. You can choose sources (podcasts/newsletters/videos) to read in depth according to your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hotspot:\u003c/strong\u003e The topic \u0026ldquo;Google Launches Lyria 3 AI Music Generator in Gemini App\u0026rdquo; has high popularity (approximately 9900 related posts) and can be used as an entry point to understand global AI public opinion and views.\u003c/li\u003e\n\u003c/ul\u003e\n","description":" I. Watch List Update Summary Link to heading a16z Podcast (A_full) Link to heading Release Time: 2026-02-18 01:15 Beijing Time Summary: Martin Casado and Braintrust founder and CEO Ankur Goyal discuss what truly matters and what doesn\u0026rsquo;t in engineering for AI. They cover open-source versus closed-source model cycles, why Chinese models are developing faster than spending suggests, whether AI demand will eventually saturate, and Bash vs. SQL benchmarks challenging the \u0026ldquo;just give it a computer\u0026rdquo; agent approach. Follow Martin Casado on X: Follow Ankur Goyal on X: Check here "}