{"title":"AI Daily | OpenClaw Sweeps the WeChat Ecosystem, Claude Ushers in the Era of Computer Control","url":"/en/ai-daily/ai-daily-2026-03-24/","date":"2026-03-24","type":"ai-daily","content":"\u003ch1 id=\"ai-daily--openclaw-sweeps-through-the-wechat-ecosystem-claude-ushers-in-an-era-of-computer-control\"\u003e\n  AI Daily | OpenClaw Sweeps Through the WeChat Ecosystem, Claude Ushers in an Era of Computer Control\n  \u003ca class=\"heading-link\" href=\"#ai-daily--openclaw-sweeps-through-the-wechat-ecosystem-claude-ushers-in-an-era-of-computer-control\"\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\u003eToday, the AI field is focused on the practical implementation of Agents. The open-source project OpenClaw has garnered widespread attention for its deep integration with the WeChat ecosystem, signaling the accelerated penetration of personal AI assistants into social and office scenarios. Meanwhile, Anthropic has empowered Claude with the ability to control Mac computers, marking a leap for AI from text-based interaction to autonomous execution. Additionally, discussions around Cursor\u0026rsquo;s adoption of the Kimi model and MSA memory mechanisms reflect the growing strength of domestic models and new breakthroughs in long-term memory technology.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"i-todays-key-takeaways\"\u003e\n  I. Today\u0026rsquo;s Key Takeaways\n  \u003ca class=\"heading-link\" href=\"#i-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;Four CEOs on the Future of AI: CoreWeave, Perplexity, Mistral, and IREN\u0026rdquo; from the All-In Podcast is a high-priority watch. Key points include: - (0:00) Nvidia GTC live stream introduction (0:37) CoreWeave CEO Michael Intrator (32:58) Perplexity CEO Aravind Srinivas (1:07:11) Mi\u0026hellip;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 19 key updates have been captured in the last 7 days. You can select sources (Podcasts/Newsletters/Videos) for in-depth reading based on your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topic:\u003c/strong\u003e The topic \u0026ldquo;NVIDIA CEO Jensen Huang Says AGI Has Already Arrived\u0026rdquo; is trending (approximately 10,000 related posts) and serves as a good entry point for understanding global AI public opinion and perspectives.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2 id=\"ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n  II. AI Hot Topics on X (based on bird)\n  \u003ca class=\"heading-link\" href=\"#ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003ch3 id=\"topic-1-nvidia-ceo-jensen-huang-says-agi-has-already-arrived\"\u003e\n  Topic 1: NVIDIA CEO Jensen Huang Says AGI Has Already Arrived\n  \u003ca class=\"heading-link\" href=\"#topic-1-nvidia-ceo-jensen-huang-says-agi-has-already-arrived\"\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: 10000\u003c/li\u003e\n\u003cli\u003eWhat it is: NVIDIA CEO Jensen Huang stated at a public event that if passing human professional tests is the standard, Artificial General Intelligence (AGI) has already been achieved under some definitions, or will fully arrive within five years.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: As the leader of the world\u0026rsquo;s core AI computing power supplier, Jensen Huang\u0026rsquo;s remarks not only set a timeline for technological evolution but also directly influence the expectations of global developers and capital markets regarding the endgame of the AI industry.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: The focus of social media discussions is on the ambiguity of the AGI definition (e.g., whether passing an exam equates to human-level intelligence), whether this is marketing rhetoric for NVIDIA hardware, and the decisive role of the computing power explosion in achieving AGI.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-trump-credits-hegseth-for-urging-iran-military-action-at-memphis-event\"\u003e\n  Topic 2: Trump Credits Hegseth for Urging Iran Military Action at Memphis Event\n  \u003ca class=\"heading-link\" href=\"#topic-2-trump-credits-hegseth-for-urging-iran-military-action-at-memphis-event\"\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: 9 hours ago, Related Posts: 70000\u003c/li\u003e\n\u003cli\u003eWhat it is: At an event in Memphis, Trump publicly praised his nominee for Secretary of Defense, Pete Hegseth, stating that Hegseth had urged military action against Iran.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Hegseth\u0026rsquo;s hardline stance may signal that future U.S. defense policy will accelerate the practical deployment of AI in military applications such as autonomous weapon systems, precision strikes, and cyber defense.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions on X center on whether Hegseth\u0026rsquo;s aggressive military proposals will exacerbate geopolitical risks, and how the Department of Defense under his leadership will reshape military technology strategy and AI ethical boundaries.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-anthropic-launches-science-blog-highlighting-claudes-research-speedups\"\u003e\n  Topic 3: Anthropic Launches Science Blog Highlighting Claude\u0026rsquo;s Research Speedups\n  \u003ca class=\"heading-link\" href=\"#topic-3-anthropic-launches-science-blog-highlighting-claudes-research-speedups\"\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: , Related Posts: 264\u003c/li\u003e\n\u003cli\u003eWhat it is: Anthropic has launched a science blog showcasing how the Claude model can significantly improve the efficiency of scientific research.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This demonstrates the potential of large language models in specialized scientific research fields, marking a substantial shift for AI from general-purpose conversation to accelerating scientific discovery (AI for Science).\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions focus on the specific ways AI shortens R\u0026amp;D cycles, its impact on the role of researchers, and the accuracy and reliability of model outputs in rigorous scientific contexts.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-anthropics-claude-gains-computer-control-on-mac-desktops\"\u003e\n  Topic 4: Anthropic\u0026rsquo;s Claude Gains Computer Control on Mac Desktops\n  \u003ca class=\"heading-link\" href=\"#topic-4-anthropics-claude-gains-computer-control-on-mac-desktops\"\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: 5900\u003c/li\u003e\n\u003cli\u003eWhat it is: Anthropic announced that its Claude model now has \u0026ldquo;computer use\u0026rdquo; capabilities, allowing it to directly operate various applications on a Mac desktop like a human.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This marks a key milestone where AI is transitioning from simple text-based interaction to an \u0026ldquo;Agent\u0026rdquo; with practical operational capabilities, which is crucial for achieving cross-software automation tasks.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Community discussions focus on the precision and latency of operations, potential risks to user privacy and security, and the technology\u0026rsquo;s potential disruption of the existing RPA (Robotic Process Automation) industry.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-claude-ai-now-controls-your-mac-for-everyday-tasks\"\u003e\n  Topic 5: Claude AI Now Controls Your Mac for Everyday Tasks\n  \u003ca class=\"heading-link\" href=\"#topic-5-claude-ai-now-controls-your-mac-for-everyday-tasks\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eSummary: Trending for 2 hours, 5700 related posts\u003c/li\u003e\n\u003cli\u003eWhat it is: Claude AI by Anthropic now supports automated operations on macOS, capable of simulating human clicks, typing, and controlling the computer to complete daily tasks across applications.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This marks the evolution of AI from a simple conversational model to an \u0026ldquo;Action Agent\u0026rdquo; with autonomous execution capabilities, significantly raising the ceiling for automation in practical productivity scenarios.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Discussions are focused on the precision and response latency of operations, privacy and security risks associated with AI gaining screen control, and the potential impact of this feature on existing third-party automation tools.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"summary-of-ai-public-opinion-on-x-today\"\u003e\n  Summary of AI Public Opinion on X Today\n  \u003ca class=\"heading-link\" href=\"#summary-of-ai-public-opinion-on-x-today\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eToday\u0026rsquo;s main narrative focuses on AI\u0026rsquo;s deep evolution from simple text-based conversational tools to \u0026ldquo;intelligent agents\u0026rdquo; with autonomous execution capabilities and research accelerators, marking a new stage where technology applications are entering cross-software automation and specialized empowerment. While there is a broad consensus in the industry that AI will significantly boost productivity and accelerate the move towards Artificial General Intelligence (AGI), there are still significant disagreements on the precise definition of AGI, the reliability of models in rigorous scientific fields, and whether hardware manufacturers are engaging in marketing hype. Meanwhile, the privacy and security risks posed by AI gaining control of computers, and the potential geopolitical and ethical conflicts that could arise from its operational deployment in the military sector, constitute significant potential risks in the current public discourse.\u003c/p\u003e\n\u003ch2 id=\"iii-influencer-insights\"\u003e\n  III. Influencer Insights\n  \u003ca class=\"heading-link\" href=\"#iii-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\u003eHello! I\u0026rsquo;m a senior AI industry analyst. Based on the tweets from AI leaders on X over the past 24 hours (and continuing recent trends), I have compiled today\u0026rsquo;s AI industry briefing for you.\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"1-todays-shared-focus-tech-trends-and-product-hotspots\"\u003e\n  1. Today\u0026rsquo;s Shared Focus: Tech Trends and Product Hotspots\n  \u003ca class=\"heading-link\" href=\"#1-todays-shared-focus-tech-trends-and-product-hotspots\"\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\u003ch4 id=\"-everyones-raising-crayfish-the-deep-integration-of-openclaw-with-the-wechat-ecosystem\"\u003e\n  🦞 \u0026ldquo;Everyone\u0026rsquo;s Raising Crayfish\u0026rdquo;: The Deep Integration of OpenClaw with the WeChat Ecosystem\n  \u003ca class=\"heading-link\" href=\"#-everyones-raising-crayfish-the-deep-integration-of-openclaw-with-the-wechat-ecosystem\"\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 hottest topic today is undoubtedly \u003cstrong\u003eOpenClaw (crayfish)\u003c/strong\u003e and its integration on WeChat.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eWeChat\u0026rsquo;s Lightning-Fast Follow-up:\u003c/strong\u003e WeChat officially launched an OpenClaw plugin, supporting connections in private chats. @zhixianio remarked that its entry point advantage will crush other domestic IMs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eExplosion of Bridging Tools:\u003c/strong\u003e @op7418 released \u003cstrong\u003eCodepilot 0.38.5\u003c/strong\u003e, which supports WeChat bridging, enabling seamless chats between Codex/Claude Code and WeChat.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eEmergence of an Ecosystem Navigator:\u003c/strong\u003e @AI_Jasonyu recommended \u003cstrong\u003eClaw123\u003c/strong\u003e, a Chinese navigation site built specifically for OpenClaw, signaling that the open-source Agent ecosystem has reached maturity.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-the-evolution-of-claude-code-from-chatbox-to-operating-system\"\u003e\n  🛠 The Evolution of Claude Code: From \u0026ldquo;Chatbox\u0026rdquo; to \u0026ldquo;Operating System\u0026rdquo;\n  \u003ca class=\"heading-link\" href=\"#-the-evolution-of-claude-code-from-chatbox-to-operating-system\"\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\u003eAnthropic\u0026rsquo;s Claude Code continues to dominate feeds, with its capabilities rapidly expanding.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eComputer Control and Scheduled Tasks:\u003c/strong\u003e @dotey provided a detailed breakdown of Claude Cowork\u0026rsquo;s major updates, including \u003cstrong\u003eComputer Use\u003c/strong\u003e, \u003cstrong\u003eDispatch (delegating tasks from a phone)\u003c/strong\u003e, and \u003cstrong\u003eScheduled Tasks\u003c/strong\u003e. This marks a shift for AI from \u0026ldquo;coding assistant\u0026rdquo; to \u0026ldquo;all-purpose office assistant.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u0026ldquo;Skill\u0026rdquo;-based Development:\u003c/strong\u003e Developers are no longer just relying on prompts but are shifting to a \u003cstrong\u003eSkill model\u003c/strong\u003e. @dotey\u0026rsquo;s \u003ccode\u003ebaoyu-skills\u003c/code\u003e has surpassed 10K Stars, and @vista8 and @op7418 are actively integrating third-party Skills like NetEase Cloud Music.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-cursors-wrapper-controversy-and-the-rise-of-kimi\"\u003e\n  ⚖️ Cursor\u0026rsquo;s \u0026ldquo;Wrapper\u0026rdquo; Controversy and the Rise of Kimi\n  \u003ca class=\"heading-link\" href=\"#-cursors-wrapper-controversy-and-the-rise-of-kimi\"\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\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eThe Underlying Model Debate:\u003c/strong\u003e Developers discovered that Cursor, valued at $50 billion, has its Composer 2 based on \u003cstrong\u003eMoonshot AI\u0026rsquo;s Kimi K2.5\u003c/strong\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCompliance Reversal:\u003c/strong\u003e @dotey followed up, reporting that this was not a violation, but rather that Cursor was using Kimi\u0026rsquo;s authorization in compliance with the Fireworks AI platform. This incident demonstrates the top-tier capability of Chinese open-source models (like Kimi K2.5) in code logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"2-unique-perspectives-and-industry-foresight\"\u003e\n  2. Unique Perspectives and Industry Foresight\n  \u003ca class=\"heading-link\" href=\"#2-unique-perspectives-and-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\u003ch4 id=\"-the-concert-economy-of-software-development\"\u003e\n  🎸 The \u0026ldquo;Concert Economy\u0026rdquo; of Software Development\n  \u003ca class=\"heading-link\" href=\"#-the-concert-economy-of-software-development\"\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\u003e@vista8 proposed a profound deduction: When AI (Vibe Coding) makes software development and content creation extremely cheap and no longer scarce, value will shift towards \u003cstrong\u003e\u0026ldquo;presence.\u0026rdquo;\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eViewpoint:\u003c/strong\u003e In the future, revenue from software and self-media will resemble a star\u0026rsquo;s \u0026ldquo;concert.\u0026rdquo; The content itself is a tool to attract traffic, while scarce resources like \u003cstrong\u003epersonal branding, user trust, one-on-one consulting, and offline events\u003c/strong\u003e will be the real sources of monetization.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-product-managers-in-the-ai-era-demo-over-prd\"\u003e\n  🏗 Product Managers in the AI Era: Demo Over PRD\n  \u003ca class=\"heading-link\" href=\"#-product-managers-in-the-ai-era-demo-over-prd\"\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\u003e@Gorden_Sun summarized the experience of Anthropic\u0026rsquo;s product managers:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eParadigm Shift:\u003c/strong\u003e Previously, high development costs necessitated detailed PRDs. Now, with extremely short development cycles, PMs should \u003cstrong\u003efirst create a demo with AI and then write the PRD\u003c/strong\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBlurring Roles:\u003c/strong\u003e The boundaries between PMs, designers, and developers are disappearing. All team members should have the ability to directly transform ideas into products.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-testing-is-the-new-moat\"\u003e\n  🛡 Testing is the New \u0026ldquo;Moat\u0026rdquo;\n  \u003ca class=\"heading-link\" href=\"#-testing-is-the-new-moat\"\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\u003e@ruanyf argues that in an era where AI can easily replicate large-scale software (like Next.js), the code itself is no longer the moat.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eInsight:\u003c/strong\u003e The real moat is the \u003cstrong\u003etest cases\u003c/strong\u003e. Without comprehensive testing, AI-generated code cannot run stably in complex production environments.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-leap-in-memory-mechanisms-from-compression-to-native-recall\"\u003e\n  🧠 Leap in Memory Mechanisms: From \u0026ldquo;Compression\u0026rdquo; to \u0026ldquo;Native Recall\u0026rdquo;\n  \u003ca class=\"heading-link\" href=\"#-leap-in-memory-mechanisms-from-compression-to-native-recall\"\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\u003eTo address the pain point of Agents getting \u0026ldquo;amnesia,\u0026rdquo; @zhixianio and @AI_Jasonyu have turned their attention to the \u003cstrong\u003eMSA (Memory Sparse Attention)\u003c/strong\u003e paper.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eOutlook:\u003c/strong\u003e This technology would give large models native long-term memory, rather than relying on external RAGs. If achieved, Agents would evolve from \u0026ldquo;students cramming from notes\u0026rdquo; to \u0026ldquo;truly experienced assistants.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"3-recommended-tools--resources\"\u003e\n  3. Recommended Tools \u0026amp; Resources\n  \u003ca class=\"heading-link\" href=\"#3-recommended-tools--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\u003ch4 id=\"-development--agent-tools\"\u003e\n  🔧 Development \u0026amp; Agent Tools\n  \u003ca class=\"heading-link\" href=\"#-development--agent-tools\"\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\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eClaude-hud:\u003c/strong\u003e An enhancement tool for Claude Code that provides a \u0026ldquo;heads-up display\u0026rdquo; for status. (Recommended by @vista8)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBrowser Use CLI 2.0:\u003c/strong\u003e Doubles the speed and supports direct connection to a real Chrome browser. (Recommended by @Gorden_Sun)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeerFlow 2.0:\u003c/strong\u003e An open-source Agent framework from ByteDance with full computer permissions and long-term memory. (Recommended by @Gorden_Sun)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpenCLI:\u003c/strong\u003e Works with a Chrome extension to achieve full control over the browser, superior to Playwright. (Recommended by @vista8)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-productivity--content-tools\"\u003e\n  📝 Productivity \u0026amp; Content Tools\n  \u003ca class=\"heading-link\" href=\"#-productivity--content-tools\"\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\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003ebaoyu-youtube-transcript:\u003c/strong\u003e Fetches high-quality YouTube subtitles and identifies speakers without needing an API Key. (Developed by @dotey)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCapWords:\u003c/strong\u003e An AI language learning tool with a strong \u0026ldquo;game-like\u0026rdquo; feel, enhancing the experience with live-action effects and sound. (Recommended by @nishuang)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eObsidian X-Article Plugin:\u003c/strong\u003e Solves the pain point of uploading images when editing and publishing articles to X from within Obsidian. (Recommended by @AI_Jasonyu)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-video--creativity\"\u003e\n  🎨 Video \u0026amp; Creativity\n  \u003ca class=\"heading-link\" href=\"#-video--creativity\"\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\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eSeedance 2.0 + Agent:\u003c/strong\u003e An industrial-grade long-form video generation combo launched on TopView, supporting Hollywood-level storyboarding. (Recommended by @AI_Jasonyu)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLibTV:\u003c/strong\u003e An AI video creation platform released by LibLib that supports Agent-automated video script production. (Recommended by @op7418)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cstrong\u003eAnalyst\u0026rsquo;s Briefing:\u003c/strong\u003e\nThe past 24 hours show that AI is rapidly moving from \u0026ldquo;cloud-based conversations\u0026rdquo; to \u0026ldquo;local execution\u0026rdquo; and \u0026ldquo;social penetration.\u0026rdquo; The \u003cstrong\u003eintegration of OpenClaw with WeChat\u003c/strong\u003e signals that Agents are on the verge of explosive growth in the Chinese market, while the \u003cstrong\u003eskill-ification of Claude Code\u003c/strong\u003e marks a new, modular, and atomic phase in AI development. For practitioners, focusing on how to integrate AI into specific business workflows (process engineering) is now more critical than just focusing on model parameters.\u003c/p\u003e\n\u003ch2 id=\"iv-watch-list-update-summary\"\u003e\n  IV. Watch List Update Summary\n  \u003ca class=\"heading-link\" href=\"#iv-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\u003eTimeframe: Last 7 days; 16 sources covered; 19 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/openclaw-why-the-internet-isnt-built-for-ai-agents-E2iKRigA\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenClaw: Why the Internet Isn\u0026rsquo;t Built for AI Agents\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-19 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Yoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, an open-source personal AI assistant that is forcing a rethink of how identity, permissions, and security work on the internet.\n\u003cul\u003e\n\u003cli\u003eThey cover why it took 7 hours to set up a Gmail integration, what happens when an agent asks for domain-wide access to every email in a company, and why consumer sites like DoorDash and Amazon have no incentive to make their services agent-friendly.\u003c/li\u003e\n\u003cli\u003eResources: Follow Yoko Li on X at: Follow Guido Appenzeller on X at: Follow Joel de la Garza on LinkedIn at: See everything a16z is doing with AI, including articles, projects, and more podcasts, at:\u003c/li\u003e\n\u003cli\u003ePlease note that the content here is for informational purposes only; it should not be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security, and is not directed at any investors or potential investors in any a16z fund.\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\u003cli\u003eEN Highlights:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eYoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, the open source personal AI assistant that\u0026rsquo;s forcing a rethink of how identity, permission…\u003c/li\u003e\n\u003cli\u003eThey cover why setting up Gmail integration took seven hours, what happens when an agent asks for domain-wide access to every email in your company, and why con…\u003c/li\u003e\n\u003cli\u003eResources:\u003c/li\u003e\n\u003cli\u003eFollow Yoko Li on X:  \u003ca href=\"https://twitter.com/stuffyokodraws\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://twitter.com/stuffyokodraws\u003c/a\u003e\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/Inside-The-Startup-Reinventing-Americas-Trillion-Dollar-Chemical-Industry-e3gn3hd\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eInside The Startup Reinventing America’s Trillion Dollar Chemical Industry\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-20 23:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - You’ve probably heard of OpenClaw (formerly Clawdbot/Moltbot).\n\u003cul\u003e\n\u003cli\u003eThe sensational open-source AI assistant that runs on your own device, connects to the messaging apps you already use, and goes beyond chat to actually perform tasks like managing your email, calendar, files, workflows, and more.\u003c/li\u003e\n\u003cli\u003eNow, meet the person behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sits down with OpenClaw founder Peter Steinberger to talk about the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents are poised to 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\u003eSolugen is reinventing the trillion-dollar chemical manufacturing industry by combining biology and chemistry in a new way\u003c/li\u003e\n\u003cli\u003eIn this episode of Hard Tech, YC\u0026rsquo;s Jared Friedman visits co-founders Gaurab Chakrabarti and Sean Hunt at their Houston HQ to see how they went from a $7,000 PVC…\u003c/li\u003e\n\u003cli\u003eThey cover the breakthrough behind their enzymatic + catalytic production, how they found their first customers, and why starting small and staying close to cus…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lex-fridman-podcast-a_full\"\u003e\n  Lex Fridman Podcast （A_full）\n  \u003ca class=\"heading-link\" href=\"#lex-fridman-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://lexfridman.com/jensen-huang/?utm_source=rss\u0026amp;utm_medium=rss\u0026amp;utm_campaign=jensen-huang\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e#494 – Jensen Huang: NVIDIA – The $4 Trillion Company \u0026amp; the AI Revolution\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-24 00:28 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Jensen Huang is the co-founder and CEO of NVIDIA, the world\u0026rsquo;s most valuable company and the engine of the AI computing revolution.\n\u003cul\u003e\n\u003cli\u003eSee below for timestamps, transcripts, and to provide feedback, submit questions, contact Lex, etc.\u003c/li\u003e\n\u003cli\u003ePerplexity: AI-powered answer engine.\u003c/li\u003e\n\u003cli\u003eShopify: Sell stuff online.\u003c/li\u003e\n\u003cli\u003eLMNT: Zero-sugar electrolyte drink mix.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eJensen Huang is the co-founder and CEO of NVIDIA, the world’s most valuable company and the engine powering the AI computing revolution.\u003c/li\u003e\n\u003cli\u003eThank you for listening ❤ Check out our sponsors: \u003ca href=\"https://lexfridman.com/sponsors/ep494-sc\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lexfridman.com/sponsors/ep494-sc\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc.\u003c/li\u003e\n\u003cli\u003eTranscript:\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/four-ceos-on-the-future-of-ai-coreweave-perplexity-mistral-and-iren\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eFour CEOs on the Future of AI: CoreWeave, Perplexity, Mistral, and IREN\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-24 02:07 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Nvidia GTC live intro (0:37) CoreWeave CEO Michael Intrator (32:58) Perplexity CEO Aravind Srinivas (1:07:11) Mistral CEO\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eIt all happens at the New York Stock Exchange - Follow the besties:.\u003c/li\u003e\n\u003cli\u003eThis piece from All-In Podcast explains how four CEOs from CoreWeave, Perplexity, Mistral, and IREN are shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Intro live from Nvidia GTC\n(0:37) CoreWeave CEO, Michael Intrator\n(32:58) Perplexity CEO, Aravind Srinivas\n(1:07:11) Mistral CEO,…\u003c/li\u003e\n\u003cli\u003eIt all happens at the NYSE - \u003ca href=\"https://nyse.com\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://nyse.com\u003c/a\u003e\nFollow the besties:\n\u003ca href=\"https://x.com/ch\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://x.com/ch\u003c/a\u003e…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://allinchamathjason.libsyn.com/how-matt-mahan-thinks-he-can-save-california\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Matt Mahan Thinks He Can Save California\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-23 09:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: [To be translated] - (0:00) Matt Mahan: Why He\u0026rsquo;s Running for Governor (1:51) How California Went From Bad to Worse (12:05) Public Sect\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003elang=en\u0026quot;\u0026gt;.\u003c/li\u003e\n\u003cli\u003elang=en \u0026lt;a href=\u0026quot;.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Matt Mahan: Why He\u0026rsquo;s Running for Governor\n(1:51) How California Went From Bad to Worse\n(12:05) Public Sect…\u003c/li\u003e\n\u003cli\u003elang=en\u0026quot;\u0026gt;https://x.com/MattMahanSJ\u003c/li\u003e\n\u003cli\u003elang=en \u003ca href=\"https://www.instagram.com/mattmahansj/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.instagram.com/mattmahansj/\u003c/a\u003e\n\u0026lt;a href=\u0026ldquo;\u003ca href=\"https://www.tiktok.com/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.tiktok.com/\u003c/a\u003e @mattm…\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/jensen-huang-live-nvidias-future-physical-ai-rise-of-the-agent-inference-explosion-ai-pr-crisis\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJensen Huang LIVE: Nvidia\u0026rsquo;s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-20 04:42 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Jensen Huang joins the show.\n\u003cul\u003e\n\u003cli\u003e(0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world\u0026rsquo;s most valuable company (10:47) The $50T opportunity in Physical AI\u0026hellip;.\u003c/li\u003e\n\u003cli\u003eThis piece from All-In Podcast explains how Jensen Huang LIVE: Nvidia\u0026rsquo;s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Jensen Huang joins the show\u003c/li\u003e\n\u003cli\u003e(0:26) Acquiring Groq and the inference explosion\n(8:53) Decision making at the world\u0026rsquo;s most valuable company\n(10:47) Physical AI\u0026rsquo;s $50T m…\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/john-fetterman-the-rogue-democrat-who-broke-party-ranks\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJohn Fetterman: The Rogue Democrat Who Broke Party Ranks\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-18 19:35 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (0:00) David Friedberg welcomes Senator John Fetterman; thoughts on the SAVE Act (1:08) The broken Democratic Party: TDS, what he stands for, why the party c\u0026hellip;\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eFetterman: Follow the besties: http….\u003c/li\u003e\n\u003cli\u003eThis article from the All-In Podcast explains how John Fetterman: The Rogue Democrat Who Broke Party Ranks is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) David Friedberg welcomes Senator John Fetterman; SAVE Act thoughts\n(1:08) The broken Democratic Party: TDS, what he stands for, why the party c…\u003c/li\u003e\n\u003cli\u003eFetterman:\n\u003ca href=\"https://x.com/SenFettermanPA\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://x.com/SenFettermanPA\u003c/a\u003e\nFollow the besties:\nhttp…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lennys-podcast-a_full\"\u003e\n  Lenny\u0026rsquo;s Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#lennys-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/this-week-on-how-i-ai-how-microsofts\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🎙️ This week on How I AI: How Microsoft\u0026rsquo;s AI VP automates everything with Warp\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-23 23:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: [Translation pending]- How Microsoft’s AI VP automates everything with Warp | Marco Casalaina Brought to you by: - Rovo —AI that knows your business - Lovable —Build apps by simply chatting with AI Marco Casalaina , VP of Core AI Products at Microsoft, walks through how he uses Warp, Microsoft 365 Copilot, and ChatGPT to spin up lightweight “micro-agents” on the fly that handle everything from Azure admin to document scanning to video compression.\n\u003cul\u003e\n\u003cli\u003eListen now on YouTube • Spotify • Apple Podcasts Biggest takeaways: - Automation frees you to focus on higher-value activities.\u003c/li\u003e\n\u003cli\u003eAs Marco puts it: “I do something else while these agents are doing whatever it is I need them to do.” When scanning his daughter’s homework, he was able to help her with math problems instead of fighting with scanner software.\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eHardware automation is an underappreciated AI use case.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eMarco demonstrates how Warp can control his scanner through NAPS2, a CLI tool for scanners.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2\u0026rdquo; href=\u0026ldquo;\u003ca href=\"https://substackcdn.com/image/fetch/$s\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://substackcdn.com/image/fetch/$s\u003c/a\u003e_\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d3e328b-a17a-4acf-b36b-49acc28915f1_1600x156.pn…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-microsofts-ai-vp-automates-everything\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Microsoft’s AI VP automates everything with Warp | Marco Casalaina\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication time: 2026-03-23 20:01 Beijing time\u003c/li\u003e\n\u003cli\u003eAbstract: - Marco Casalaina, VP of Core AI Products and AI Futurist at Microsoft, demonstrates how he uses AI tools to automate administrative tasks that typically consume valuable time.\n\u003cul\u003e\n\u003cli\u003eInstead of using Warp as a coding assistant (its primary marketed purpose), Marco utilizes it to manage Azure resources, scan documents, compress videos, and more.\u003c/li\u003e\n\u003cli\u003eHe demonstrates how these \u0026ldquo;micro-agents\u0026rdquo; reduce friction in his daily workflow, allowing him to focus on higher-value activities.\u003c/li\u003e\n\u003cli\u003eMarco also demonstrates how Microsoft 365 Copilot and ChatGPT can create triggered workflows that respond to emails or check for information on a schedule, highlighting how the line between consuming and building AI agents is blurring.\u003c/li\u003e\n\u003cli\u003eListen or watch on YouTube, Spotify, or Apple Podcasts What you will learn: - How to use Warp to manage Azure resources and assign permissions without navigating complex web interfaces - Techniques for automatically scanning and processing documents directly from the terminal - Methods for analyzing and compressing video files using AI-generated FFmpeg commands - How to create simple rules that significantly improve AI performance for specialized tasks - How to build triggered workflows in Microsoft 365 Copilot that automatically reply to emails - How to configure ChatGPT to perform scheduled tasks, such as checking for new content - Strategies for creating consistent AI interactions using AutoHotkey shortcuts Brought to you by: Rovo — The AI that knows your business. Lovable — Build applications by simply chatting with an AI. In this episode, we will cover: (00:00) Introduction to Marco Casalaina (02:14) Why Marco chose Warp for administrative tasks (03:57) Demo: Managing Azure resources and permissions with Warp (06:00) How CLI tools reduce GUI friction for complex tasks (07:18) Creating rules to improve AI performance for specialized tasks (10:28) Demo: Document scanning automation (13:00) Using Python to automate merging odd and even pages (15:04) The value of ad-hoc AI solutions\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eMarco Casalaina, VP of Core AI Products and AI Fu…\u003c/li\u003e\n\u003cli\u003eRather than using Warp as a coding assistant (its primary marketed purpose), Marco leverages it to manage Azure resources, scan documents, compress videos, 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\u003eHe shows how these “micro-agents” can reduce friction in everyday workflows, allowing him to focus on higher-value activities\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eMarco also demonstrates how Microsoft 365 Copilot and ChatGPT can create triggered workflows that respond to emails or check for information on a schedule, high…\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/the-art-of-influence-jessica-fain\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe art of influence: The single most important skill that AI can’t replace | Jessica Fain (Webflow, ex-Slack)\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-22 20:31 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - Jessica Fain is a product leader at Webflow and former Chief of Staff to the CPO at Slack, where she worked alongside April Underwood and many past podcast guests including Stewart Butterfield, Annie Pearl, Tamar Yehoshua, and Noah Weiss.\n\u003cul\u003e\n\u003cli\u003eShe’s spent her career learning how executives actually make decisions—and why most people completely misunderstand the process.\u003c/li\u003e\n\u003cli\u003eWhy executive calendars are “like strobe lights” and why the first 30 seconds of a meeting matter so much 3.\u003c/li\u003e\n\u003cli\u003eWhy executives typically optimize for a global maximum, while you are usually optimizing locally 4.\u003c/li\u003e\n\u003cli\u003eThe best question Jessica uses when a leader says something that seems wrong: “That’s so interesting.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eJessica Fain is a product leader at Webflow and former Chief of Staff to the CPO at Slack, where she worked alongside April Underwood and ma…\u003c/li\u003e\n\u003cli\u003eShe’s spent her career learning how executives actually make decisions—and why most people completely misunderstand the process.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eWe discuss…\n- Why great ideas often don’t get buy-in\n2\n- Why executive calendars are “like strobe lights” and why the first 30 seconds of a meeting matter so much\n3\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/community-wisdom-beating-the-solo\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🧠 Community Wisdom: Beating the solo-founder procrastination trap, best tools for B2B prospecting, finding your first real users pre-launch, and more\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-22 01:19 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - 👋 Hello, and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, sent every…\n\u003cul\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p….\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f….\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e👋 Hello and welcome to this week’s edition of ✨ Community Wisdom ✨ a subscriber-only email, delivered every…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-i-built-lennyrpg-f85\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow I built LennyRPG\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-18 23:27 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026rdquo;.\n\u003cul\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49571_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%2Fe90c516a-b472-47b3-8570-b7581df49….\u003c/li\u003e\n\u003cli\u003eIn this episode, Ben details his six-step workflow from sketch to delivered game, including the tools, tips, and decisions at each stage….\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\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%2Fe90c516a-b472-47b3-8570-b7581df49571_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%2Fe90c516a-b472-47b3-8570-b7581df49…\u003c/li\u003e\n\u003cli\u003eIn this episode, Ben walks through the exact six-step workflow he used to go from sketch to shipped game, including the tools, prompts, and decisions at every s…\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/spring-break/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eSpring Break\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-23 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Stratechery\u0026rsquo;s spring break is a bit messy, as my usual week-long vacation will be spread out:\n\u003cul\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eNo update on Thursday, March 19.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eNo updates on Monday and Tuesday, March 23-24; updates and an interview on Wednesday and Thursday, March 25-26.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eNo update on Monday, March 30.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eAll other Stratechery Plus content, including my podcast, will proceed as scheduled.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key points:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eStratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eThere will be no Update on Thursday, March 19\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eThere will be no Update on Monday and Tuesday, March 23–24; there will be an Update and Interview on Wednesday and Thursday, March 25–26\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/please-listen-to-my-podcast/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e2026.12: Please Listen to My Podcast\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-21 01:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (Photo by Benjamin Fanjoy/Getty Images).\n\u003cul\u003e\n\u003cli\u003eWelcome back to This Week in Stratechery!\u003c/li\u003e\n\u003cli\u003eAs a reminder, every week on Friday, we send out an overview of the content in the Stratechery bundle; the 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\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;img alt=\u0026rdquo;\u0026rdquo; class=\u0026ldquo;wp-image-18592\u0026rdquo; height=\u0026ldquo;1133\u0026rdquo; src=\u0026ldquo;\u003ca href=\"https://i0.wp.com/stratechery.com/wp-content/uploads/2\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://i0.wp.com/stratechery.com/wp-content/uploads/2\u003c/a\u003e…\u003c/li\u003e\n\u003cli\u003eresize=1700%2C1133\u0026amp;ssl=1\u0026rdquo; width=\u0026ldquo;1700\u0026rdquo; /\u0026gt; (Photo by Benjamin Fanjoy/Getty Images)\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/jensen-huang-and-andy-grove-groq-lpus-and-vera-cpus-hotel-california/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJensen Huang and Andy Grove, Groq LPUs and Vera CPUs, Hotel California\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-18 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - GTC 2026 marks an important turning point for Nvidia, as the company is selling multiple architectures instead of focusing on just one GPU.\n\u003cul\u003e\n\u003cli\u003eThe motivation is to meet all needs and retain all customers.\u003c/li\u003e\n\u003cli\u003eGTC 2026 marks an important turning point for Nvidia, as the company is selling multiple architectures instead of focusing on just one GPU, with the motivation to meet all needs and retain all customers.\u003c/li\u003e\n\u003cli\u003eJensen Huang and Andy Grove, Groq LPUs and Vera CPUs, Hotel California.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eGTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU\u003c/li\u003e\n\u003cli\u003eThe motivation is serve all needs and keep all customers.\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/creating-with-sora-safely\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eCreating with Sora Safely\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePosted: 2026-03-23 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - The Sora 2 model and the Sora app offer state-of-the-art video generation with a new way to create together, and we’ve made sure safety is built in from the very start.\n\u003cul\u003e\n\u003cli\u003eOur approach is based on specific safeguards:\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eDistinguishing AI content.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEvery video generated with Sora includes both visible and invisible provenance signals.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAll Sora videos also embed C2PA metadata—an industry-standard signature—and we maintain internal reverse-image and audio search tools that can trace videos back to Sora with high accuracy, building on successful systems from ChatGPT image generation and Sora 1.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Highlights：\n\u003cul\u003e\n\u003cli\u003eTo address the novel safety challenges posed by a state-of-the-art video model as well as a new social creation platform, we’ve built Sora 2 and the Sora app wi…\u003c/li\u003e\n\u003cli\u003eOur approach is anchored in concrete protections.\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/how-we-monitor-internal-coding-agents-misalignment\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow we monitor internal coding agents for misalignment\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-19 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - AI systems are beginning to act with greater autonomy at a large scale in real-world environments.\n\u003cul\u003e\n\u003cli\u003eAs their capabilities increase, they can take on increasingly complex, high-impact tasks and interact with tools, systems, and workflows in a manner similar to human collaborators.\u003c/li\u003e\n\u003cli\u003eA core part of OpenAI\u0026rsquo;s mission is to help the world transition responsibly to AGI.\u003c/li\u003e\n\u003cli\u003eThis means not only building powerful systems but also developing the methods, infrastructure, and pathways needed to safely deploy and manage them as their capabilities grow.\u003c/li\u003e\n\u003cli\u003eMonitoring internally deployed agents is one of the key ways we do this, allowing us to learn from real-world usage and to identify and mitigate emerging risks.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eHow OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI s…\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/openai-to-acquire-astral\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI to acquire Astral\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-19 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Accelerate the development of Codex to power the next generation of Python development tools.\n\u003cul\u003e\n\u003cli\u003eThis piece from OpenAI Blog explains how OpenAI to acquire Astral shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also surfaces practical implications for founders, operators, and investors following OpenAI to acquire Astral.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eAccelerates Codex growth to power the next generation of Python developer tools\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/watch?v=vif8NQcjVf0\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJensen Huang: NVIDIA - The $4 Trillion Company \u0026amp; the AI Revolution | Lex Fridman Podcast #494\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-24 00:24 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: [To be translated] - - The following is a conversation.\n\u003cul\u003e\n\u003cli\u003eCEO of NVIDIA, one of the most.\u003c/li\u003e\n\u003cli\u003eimportant and influential.\u003c/li\u003e\n\u003cli\u003eNVIDIA is the engine powering.\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\u003eJensen Huang is the co-founder and CEO of NVIDIA, the world\u0026rsquo;s most valuable company and the engine powering the AI computing revolution\u003c/li\u003e\n\u003cli\u003eThank you for listening ❤ Check out our sponsors: \u003ca href=\"https://lexfridman.com/sponsors/ep494-sb\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lexfridman.com/sponsors/ep494-sb\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc\u003c/li\u003e\n\u003cli\u003e\u003cem\u003eTranscript:\u003c/em\u003e\u003c/li\u003e\n\u003c/ul\u003e\n","description":"Today, the AI field is focused on the practical implementation of Agents. The open-source project OpenClaw has garnered widespread attention for its deep integration with the WeChat ecosystem, signaling the accelerated penetration of personal AI assistants into social and office scenarios. Meanwhile, Anthropic has empowered Claude with the ability to control Mac computers, marking a leap for AI from text-based interaction to autonomous execution. Furthermore, discussions around Cursor\u0026rsquo;s adoption of the Kimi model and its MSA memory mechanism reflect the growing capabilities of domestic models and new breakthroughs in long-term memory technology."}