{"title":"AI Daily | Agent Thinking Supersedes Reasoning Paradigm, Claude Code Enters Autonomous Mode","url":"/en/ai-daily/ai-daily-2026-03-27/","date":"2026-03-27","type":"ai-daily","content":"\u003ch1 id=\"ai-daily--agentic-thinking-replaces-the-reasoning-paradigm-claude-code-enters-autonomous-mode\"\u003e\n  AI Daily | Agentic Thinking Replaces the Reasoning Paradigm, Claude Code Enters Autonomous Mode\n  \u003ca class=\"heading-link\" href=\"#ai-daily--agentic-thinking-replaces-the-reasoning-paradigm-claude-code-enters-autonomous-mode\"\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 industry is showing a trend of shifting from \u0026ldquo;reasoning\u0026rdquo; to \u0026ldquo;agentic thinking.\u0026rdquo; Claude Code\u0026rsquo;s launch of an autonomous mode marks a shift in AI programming from assisted autocompletion to autonomous execution; the OpenClaw ecosystem is accelerating its expansion through WeChat integration and a plugin marketplace. On the technical front, Luma and Google have each released new multi-modal models. Industry analysis warns that as the cost of AI code replication decreases, test cases are becoming the new technical barrier.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"i-todays-highlights\"\u003e\n  I. Today\u0026rsquo;s Highlights\n  \u003ca class=\"heading-link\" href=\"#i-todays-highlights\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e \u0026ldquo;The Algorithm That Made Me Cry\u0026rdquo; from Two Minute Papers is worth prioritizing. Key points: - ❤️ Check out Lambda and sign up for their GPU Cloud here:.\u003c/li\u003e\n\u003cli\u003eFree ray tracing course:.\u003c/li\u003e\n\u003cli\u003eIf you would like to support us, our Patreon:.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 26 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;Andrew Chen Says AI Text and Photos Cross Uncanny Valley\u0026rdquo; is trending (approx. 108 related posts) and serves as an entry point for understanding global AI public opinion and viewpoints.\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-andrew-chen-says-ai-text-and-photos-cross-uncanny-valley\"\u003e\n  Topic 1: Andrew Chen Says AI Text and Photos Cross Uncanny Valley\n  \u003ca class=\"heading-link\" href=\"#topic-1-andrew-chen-says-ai-text-and-photos-cross-uncanny-valley\"\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: , Related Posts: 108\u003c/li\u003e\n\u003cli\u003eWhat it is: a16z partner Andrew Chen posted that AI-generated text and photos have successfully crossed the \u0026ldquo;uncanny valley,\u0026rdquo; reaching a level indistinguishable from human creation.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This signifies that the realism of generative AI has moved from \u0026ldquo;unsettling\u0026rdquo; to \u0026ldquo;natural,\u0026rdquo; heralding the large-scale entry of AI content into the mainstream consumer market and transforming the human-computer interaction experience.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: The discussion centers on whether AI has truly eliminated the uncanny feeling, and the profound implications of this high fidelity for information authenticity, copyright definition, and the viability of human creators.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-openclaw-creator-teams-up-with-telegram-for-ai-agent-boost\"\u003e\n  Topic 2: OpenClaw Creator Teams Up with Telegram for AI Agent Boost\n  \u003ca class=\"heading-link\" href=\"#topic-2-openclaw-creator-teams-up-with-telegram-for-ai-agent-boost\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: 3 hours ago, Related Posts: 178\u003c/li\u003e\n\u003cli\u003eWhat it is: The developers of OpenClaw announced a partnership with Telegram to enhance AI Agent features and user experience on the platform.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This move deeply integrates AI agents with a social platform boasting a massive user base and a mature bot ecosystem, helping to accelerate the adoption of AI applications and the growth of decentralized interactions.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: The discussion focuses on whether Telegram will become the primary entry point for AI agents and how the open-source nature of OpenClaw will enhance developer efficiency in its ecosystem.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-iran-fires-missiles-at-israel-amid-ceasefire-push\"\u003e\n  Topic 3: Iran Fires Missiles at Israel Amid Ceasefire Push\n  \u003ca class=\"heading-link\" href=\"#topic-3-iran-fires-missiles-at-israel-amid-ceasefire-push\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: 1 day ago, Related Posts: 311,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Iran launched a large-scale missile attack against Israel, leading to a dramatic escalation of geopolitical tensions in the Middle East.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The conflict not only directly affects the stability of the global technology supply chain and the AI chip market but also serves as a real-world test for AI-driven automated defense systems and intelligence analysis technology.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on X focus on the technical performance of interception systems (like the Arrow system), the conflict\u0026rsquo;s impact on tech stocks like Nvidia, and the proliferation of AI-generated fake war imagery on the platform.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-openai-engineer-reassures-codex-apps-strong-future-amid-claude-code-rivalry\"\u003e\n  Topic 4: OpenAI Engineer Reassures Codex App\u0026rsquo;s Strong Future Amid Claude Code Rivalry\n  \u003ca class=\"heading-link\" href=\"#topic-4-openai-engineer-reassures-codex-apps-strong-future-amid-claude-code-rivalry\"\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: 2,100\u003c/li\u003e\n\u003cli\u003eWhat it is: In response to competitive pressure from the release of Anthropic\u0026rsquo;s Claude Code, an OpenAI engineer publicly reaffirmed confidence in the future of Codex applications and its ecosystem.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This reflects the intensifying competition in the AI coding tools (AI Coding Agents) space, indicating that developer workflows are evolving from simple code completion towards deeply automated native tools.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions on X focus on whether Claude Code\u0026rsquo;s command-line integration advantage will disrupt the current IDE plugin model, and whether OpenAI is secretly preparing a more powerful, specialized coding model in response.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-developers-share-agent-building-guides-and-evals-in-2026-push\"\u003e\n  Topic 5: Developers Share Agent-Building Guides and Evals in 2026 Push\n  \u003ca class=\"heading-link\" href=\"#topic-5-developers-share-agent-building-guides-and-evals-in-2026-push\"\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: Hotness: 3 hours ago, Related Posts: 369\u003c/li\u003e\n\u003cli\u003eWhat happened: The developer community has begun intensively sharing AI Agent construction guides and evaluation frameworks, aiming to prepare for the technological explosion in 2026.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This signifies that AI applications are shifting from simple conversational interactions to complex autonomous task execution. Standardized evaluation systems are key for Agents to move towards industrial-scale production.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Core discussions revolve around how to define effective Agent evaluation metrics (Evals), and how to balance system controllability and security while pursuing high autonomy.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-runable-ditches-bloated-mcp-for-simple-cli-in-ai-agents\"\u003e\n  Topic 6: Runable Ditches Bloated MCP for Simple CLI in AI Agents\n  \u003ca class=\"heading-link\" href=\"#topic-6-runable-ditches-bloated-mcp-for-simple-cli-in-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: Hotness: 9 hours ago, Related Posts: 425\u003c/li\u003e\n\u003cli\u003eWhat happened: Runable announced it is abandoning Anthropic\u0026rsquo;s MCP (Model Context Protocol) in favor of a simpler CLI (Command Line Interface) mode for building AI Agents.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This move challenges the current mainstream trend of standardizing AI tool integration, sparking deep thought about the trade-off between protocol complexity and practicality in AI Agent development.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Community discussions focus on whether MCP suffers from over-engineering (Bloated) and if, in the pursuit of standardization, simpler CLI solutions better meet developers\u0026rsquo; actual needs for efficiency and flexibility.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-7-developers-turn-claude-code-into-autonomous-coding-partner\"\u003e\n  Topic 7: Developers Turn Claude Code into Autonomous Coding Partner\n  \u003ca class=\"heading-link\" href=\"#topic-7-developers-turn-claude-code-into-autonomous-coding-partner\"\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: Hotness: 22 hours ago, Related Posts: 319\u003c/li\u003e\n\u003cli\u003eWhat happened: Developers are transforming Anthropic\u0026rsquo;s command-line tool, Claude Code, into an autonomous coding partner capable of independently performing tasks such as writing, testing, and fixing code.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This marks the evolution of AI programming tools from simple code completion to \u0026ldquo;AI Agents\u0026rdquo; with autonomous decision-making capabilities, significantly raising the ceiling for software development automation.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions center on the reliability of Claude Code in handling complex engineering tasks, its potential to replace human programmers, and its security and permission control when running in a terminal environment.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-8-luka-dončićs-43-points-lead-lakers-past-pacers-in-high-scoring-thriller\"\u003e\n  Topic 8: Luka Dončić\u0026rsquo;s 43 Points Lead Lakers Past Pacers in High-Scoring Thriller\n  \u003ca class=\"heading-link\" href=\"#topic-8-luka-don%c4%8di%c4%87s-43-points-lead-lakers-past-pacers-in-high-scoring-thriller\"\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: Hotness: 1 day ago, Related Posts: 124000\u003c/li\u003e\n\u003cli\u003eWhat happened: X\u0026rsquo;s AI assistant Grok generated a false news summary about NBA star Luka Dončić leading the Lakers to victory over the Pacers, attracting significant user attention.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This incident highlights the \u0026ldquo;hallucination\u0026rdquo; problem that AI can encounter when processing real-time news, as well as the challenges to accuracy and reliability of automatically generated content on social media platforms.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions focus on Grok\u0026rsquo;s factual error (Dončić is not a Lakers player), the risk of AI spreading misinformation, and the current lack of effective moderation of AI-generated content by platforms.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-9-rodri-leaves-door-open-for-real-madrid-transfer-amid-city-contract-talks\"\u003e\n  Topic 9: Rodri Leaves Door Open for Real Madrid Transfer Amid City Contract Talks\n  \u003ca class=\"heading-link\" href=\"#topic-9-rodri-leaves-door-open-for-real-madrid-transfer-amid-city-contract-talks\"\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: Hotness: 23 hours ago, Related Posts: 117000\u003c/li\u003e\n\u003cli\u003eWhat happened: Manchester City\u0026rsquo;s midfield maestro Rodri is open to a future transfer to Real Madrid amid contract extension talks with his club.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Although this topic was categorized by the system as being in the AI domain, it is in fact top sports news. Its popularity reflects the classification logic and data weighting of social media algorithms when handling non-technical breaking hot topics.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions focus on the possibility of Rodri returning to Spain, the tactical impact on Manchester City if they lose their key player, and Real Madrid\u0026rsquo;s attractiveness in the transfer market.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-10-suno-launches-expressive-v55-ai-music-generator\"\u003e\n  Topic 10: Suno Launches Expressive v5.5 AI Music Generator\n  \u003ca class=\"heading-link\" href=\"#topic-10-suno-launches-expressive-v55-ai-music-generator\"\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: Hotness: 3 hours ago, Related Posts: 612\u003c/li\u003e\n\u003cli\u003eWhat happened: AI music creation platform Suno released version v5.5, with a focus on enhancing the emotional expression and detail in generated music.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This update signifies the evolution of AI music from mere melody generation to \u0026ldquo;humanized\u0026rdquo; creation with nuanced emotions, further narrowing the performance gap between AI and human singers.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Discussions focus on the astonishing realism of vocal performances, the potential impact on professional musicians, and a comparison with competitor Udio in terms of sound quality and creative control.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"summary-of-ai-public-opinion-on-x-today\"\u003e\n  Summary of AI Public Opinion on X Today\n  \u003ca class=\"heading-link\" href=\"#summary-of-ai-public-opinion-on-x-today\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eThe core narrative in the current AI discourse is the technology\u0026rsquo;s comprehensive leap from simple interactive tools to highly autonomous \u0026ldquo;Agents.\u0026rdquo; In the fields of audio-visual creation and programming, the sense of artificiality has been largely eliminated, leading to a consensus that a qualitative change in \u0026ldquo;personification\u0026rdquo; has been achieved. Although the industry is optimistic about the prospects of deeply embedding AI into social ecosystems and developer workflows, there remains a significant divergence within the developer community on the technical implementation path: whether to adopt standardized complex protocols or return to a simple and efficient command-line model. Meanwhile, public opinion is also highly vigilant about the proliferation of false information caused by real-time AI hallucinations, potential threats to the hardware supply chain from geopolitical instability, and the security and controllability risks of Agents after gaining higher system permissions.\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 am an AI industry analyst. Based on the activities of AI leaders and senior developers on the X platform over the past 24 hours, I have compiled today\u0026rsquo;s in-depth AI industry briefing for you.\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"1-todays-tech-trends-and-product-hotspots\"\u003e\n  1. Today\u0026rsquo;s Tech Trends and Product Hotspots\n  \u003ca class=\"heading-link\" href=\"#1-todays-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=\"the-paradigm-shift-from\"\u003e\n  \u003cstrong\u003eThe Paradigm Shift from \u0026ldquo;Reasoning\u0026rdquo; to \u0026ldquo;Agentic Thinking\u0026rdquo;\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#the-paradigm-shift-from\"\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 most central discussion today revolves around the next stage of large model capabilities. @dotey provided an in-depth analysis of the viewpoint from former Qwen technical lead Lin Junyang: AI is shifting from \u0026ldquo;thinking longer (Reasoning)\u0026rdquo; to \u0026ldquo;thinking for action (Agentic).\u0026rdquo;\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eCore Logic:\u003c/strong\u003e Reasoning models (like o1/R1) focus on the correctness of the answer, whereas agentic thinking focuses on closed-loop interaction with the environment.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eProduct Manifestation:\u003c/strong\u003e \u003cstrong\u003eClaude Code\u003c/strong\u003e has launched the new \u003ccode\u003eauto mode\u003c/code\u003e, allowing the AI to autonomously decide on file writing and command execution permissions without needing user approval for each action. Both @op7418 and @zhixianio believe this marks a shift for AI from a \u0026ldquo;must-ask-for-everything\u0026rdquo; assistant to an \u0026ldquo;intelligent subordinate.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"the-explosion-of-the\"\u003e\n  \u003cstrong\u003eThe Explosion of the \u0026ldquo;Little Lobster (OpenClaw)\u0026rdquo; Ecosystem and WeChat\u0026rsquo;s Entry\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#the-explosion-of-the\"\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\u003eOpenClaw (affectionately called \u0026ldquo;Little Lobster\u0026rdquo; by the community) continues to dominate the charts.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eWeChat\u0026rsquo;s Move:\u003c/strong\u003e WeChat has officially started grayscale testing an OpenClaw plugin that supports connections in private chats. @zhixianio points out that this entry point will crush other domestic IMs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eEcosystem Enhancement:\u003c/strong\u003e OpenClaw released v3.24, launching the \u003cstrong\u003eClawHub\u003c/strong\u003e plugin marketplace and ensuring compatibility with the plugin systems of Codex and Cursor (@op7418).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRemote Control:\u003c/strong\u003e The feature for remotely controlling Claude Code via Telegram/Discord (Claude Code channels) has been officially released, enabling \u0026ldquo;remote programming from a phone\u0026rdquo; (@zhixianio).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"a-new-round-of\"\u003e\n  \u003cstrong\u003eA New Round of \u0026ldquo;Muscle Flexing\u0026rdquo; from Multimodal Models\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#a-new-round-of\"\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\u003eLuma Uni-1:\u003c/strong\u003e Luma released Uni-1, a drawing model based on an autoregressive Transformer architecture. It possesses extremely strong reasoning abilities and Chinese character writing skills, with performance considered to be on par with top-tier models (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGoogle Lyria 3 Pro:\u003c/strong\u003e Google officially released its music model, which supports generating 3-minute songs with vocals and has an open API (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpen-Source Audio/Video:\u003c/strong\u003e GAIR Labs has open-sourced the 15B-parameter \u003cstrong\u003edaVinci-MagiHuman\u003c/strong\u003e, which supports synchronized audio and video generation in multiple languages including Chinese, English, and Japanese (@vista8).\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=\"observations-on-the\"\u003e\n  \u003cstrong\u003eObservations on the \u0026ldquo;Asymmetry\u0026rdquo; of China\u0026rsquo;s AI Ecosystem\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#observations-on-the\"\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@dotey translated a Western VC\u0026rsquo;s in-depth assessment of China\u0026rsquo;s AI ecosystem:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eHardware Barriers:\u003c/strong\u003e Shenzhen\u0026rsquo;s hardware reverse engineering and supply chain advantages are difficult for the West to match.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eFounder Traits:\u003c/strong\u003e Chinese founders are often \u0026ldquo;top-tier executors who solve known problems,\u0026rdquo; lacking a \u0026ldquo;maverick\u0026rdquo; spirit of originality. However, Liang Wenfeng of DeepSeek is seen as an exception who breaks the mold.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSoftware Bubble:\u003c/strong\u003e Despite top-tier talent, there is a clear bubble in domestic software valuations, and they face the threat of major corporations making their features native.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"test-cases-the-new-moat-in-the-ai-era\"\u003e\n  \u003cstrong\u003eTest Cases: The New Moat in the AI Era\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#test-cases-the-new-moat-in-the-ai-era\"\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 issued a warning: When AI can replicate large software like Next.js at an extremely low cost (e.g., $1100), the code itself no longer serves as a moat. \u003cstrong\u003e\u0026ldquo;Test cases\u0026rdquo; will become the key barrier to prevent replication by AI.\u003c/strong\u003e\u003c/p\u003e\n\u003ch4 id=\"foundation-models\"\u003e\n  \u003cstrong\u003eFoundation Models\u0026rsquo; \u0026ldquo;Self-Awareness\u0026rdquo; and the Side Effects of RLHF\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#foundation-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/h4\u003e\n\u003cp\u003e@vista8 shared a paper from Apple: Foundation models naturally possess the ability to assess the confidence of their answers (semantic calibration), but \u003cstrong\u003eReinforcement Learning from Human Feedback (RLHF) and Chain of Thought (CoT) actually undermine this accuracy\u003c/strong\u003e, causing the model to become \u0026ldquo;blindly confident\u0026rdquo; to please humans.\u003c/p\u003e\n\u003ch4 id=\"the-reversal-of\"\u003e\n  \u003cstrong\u003eThe Reversal of \u0026ldquo;Data Sovereignty\u0026rdquo; in the Age of Agents\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#the-reversal-of\"\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@lijigang predicts that the age of AI may bring about a reversal of data sovereignty. Users will achieve an equal footing with service companies through local, private data isolation, rather than having all data uploaded to the cloud as in the internet era.\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"3-recommended-tools-and-resources\"\u003e\n  3. Recommended Tools and Resources\n  \u003ca class=\"heading-link\" href=\"#3-recommended-tools-and-resources\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003ch4 id=\"developer-tools\"\u003e\n  \u003cstrong\u003eDeveloper Tools\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#developer-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 Code Stable Version:\u003c/strong\u003e @Pluvio9yte noted that if you notice abnormal Token consumption in v2.1.8x, it\u0026rsquo;s recommended to roll back to \u003ccode\u003ev2.1.77\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDynamic Workers:\u003c/strong\u003e An Agent sandbox solution from Cloudflare that starts 100 times faster than containers (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType4Me:\u003c/strong\u003e A macOS voice input tool with dual local/cloud engines and text optimization via large models (@dotey).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"prompts--skills-library\"\u003e\n  \u003cstrong\u003ePrompts \u0026amp; Skills Library\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#prompts--skills-library\"\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\u003eOfficial OpenAI Prompt Pack:\u003c/strong\u003e An official template library for professions like HR, engineers, and executives (@Pluvio9yte).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGEO Prompts:\u003c/strong\u003e 27 sets of Generative Engine Optimization (GEO) prompts open-sourced by Teacher Yao (@vista8).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSuno CLI Plugin:\u003c/strong\u003e An open-source plugin by @vista8 that generates Suno songs in specific styles by searching for information.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"learning-resources\"\u003e\n  \u003cstrong\u003eLearning Resources\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#learning-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/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eClaude Code Cheat Sheet:\u003c/strong\u003e A cheat sheet for quickly mastering common commands (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e8 Levels of AI Programming:\u003c/strong\u003e Steve Yegge\u0026rsquo;s proposed proficiency levels for AI programming, useful for self-assessment (@ruanyf).\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cstrong\u003eAnalyst\u0026rsquo;s Brief:\u003c/strong\u003e\nToday\u0026rsquo;s developments show that the AI industry is transitioning from a \u0026ldquo;dialog box\u0026rdquo; to an \u0026ldquo;operating system.\u0026rdquo; Whether it\u0026rsquo;s the permission automation in Claude Code or OpenClaw\u0026rsquo;s penetration into the IM space, it\u0026rsquo;s clear that \u003cstrong\u003eAgents are beginning to take over real-world workflows\u003c/strong\u003e. For practitioners, the focus should shift from \u0026ldquo;how to write a good prompt\u0026rdquo; to \u0026ldquo;how to build environments that support continuous Agent action (Harness Engineering).\u0026rdquo;\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; Covers 16 sources; 26 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\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://ai-a16z.simplecast.com/episodes/patrick-collison-on-stripes-early-choices-smalltalk-and-what-comes-after-coding-7LptsAv9\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ePatrick Collison on Stripe’s Early Choices, Smalltalk, and What Comes After Coding\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-24 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Michael Truell, CEO of Cursor, sits down with Patrick Collison, CEO of Stripe and an investor in Anysphere, to discuss Collison\u0026rsquo;s history with Smalltalk and Lisp, the MongoDB and Ruby decisions Stripe still stands by 15 years later, why he would have spent more time on API design if he could do it over, and whether AI is actually showing up in economic productivity data.\n\u003cul\u003e\n\u003cli\u003eThis episode originally aired on Cursor\u0026rsquo;s podcast.\u003c/li\u003e\n\u003cli\u003eFollow Patrick Collison on X: Follow Michael Truell on X: Follow Cursor: See everything a16z is doing with AI here, including articles, projects, and more podcasts.\u003c/li\u003e\n\u003cli\u003ePlease note that the content here is for informational purposes only; it should not be taken as legal, business\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - The Pod by 8 Sleep can cool your bed to 55°F and uses Autopilot to optimize your sleep all night.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eFollow Bryan: Follow the besties: Follow on X: Follow on Instagram: Follow on TikTok: Follow on LinkedIn: Intro Music Source: Intro Video Source: (0:00) David Friedberg intros Bryan Johnson (0:54) Why Bryan Johnson did 5-MeO-DMT (12:56) What brain scans actually show (18:36) Psychosis, bad trips, and life-changing decisions (26:23) The next frontier: organoids and gene therapy (33:26) GLP-1, abundance, and human optimization (35:35) The longevity drug no one is talking about?\u003c/li\u003e\n\u003cli\u003eFollow Bryan: Follow the besties: Follow on X: Follow on Instagram: Follow on TikTok: Follow on LinkedIn: Intro Music Source: Intro Video Source: (0:00) David Friedberg intros Bryan Johnson (0:54) Why Bryan Johnson did 5-MeO-DMT (12:56) What brain scans actually show (18:36) Psycho… Thanks to our partner for making this happen The Pod by Eight Sleep cools your bed to 55°F and uses Autopilot to optimize your sleep, all night. Use code ALLIN for up to $350 off.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) David Friedberg intros Bryan Johnson\n(0:54) Why Bryan Johnson did 5-MeO-DMT\n(12:56) What brain scans actually show\n(18:36) Psycho…\u003c/li\u003e\n\u003cli\u003eThanks to our partner for making this happen\u003c/li\u003e\n\u003cli\u003eThe Pod by Eight Sleep cools your bed to 55°F and uses Autopilot to optimize your sleep, all night\u003c/li\u003e\n\u003cli\u003eUse code ALLIN at \u003ca href=\"https://www.eightsleep.com/allin\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.eightsleep.com/allin\u003c/a\u003e for up to $350 off.\nFollow Bryan:\n\u0026lt;a href=\u0026ldquo;https…\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/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\u003ePublished: 2026-03-24 02:07 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Intro live from Nvidia GTC (0:37) CoreWeave CEO, Michael Intrator (32:58) Perplexity CEO, Aravind Srinivas (1:07:11) Mistral CEO,….\n\u003cul\u003e\n\u003cli\u003eIt all happens at the NYSE - Follow the besties:.\u003c/li\u003e\n\u003cli\u003eThis piece from the 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\u003ePublished: 2026-03-23 09:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Matt Mahan: Why He\u0026rsquo;s Running for Governor (1:51) How California went from bad to worse (12:05) Public sector….\n\u003cul\u003e\n\u003cli\u003elang=en\u0026rdquo;\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\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-stripe-built-minionsai-coding\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Stripe built “minions”—AI coding agents that ship 1,300 PRs weekly from Slack reactions | Steve Kaliski (Stripe engineer)\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-25 20:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Steve Kaliski is a software engineer at Stripe where, for the past six and a half years, he has focused on building developer tools and payment infrastructure.\n\u003cul\u003e\n\u003cli\u003eHe was part of the team that created \u0026ldquo;minions,\u0026rdquo; Stripe\u0026rsquo;s internal AI coding agents that now send approximately 1,300 pull requests per week with minimal human intervention, aside from code review.\u003c/li\u003e\n\u003cli\u003eIn this episode, Steve demonstrates how Stripe engineers activate development work from Slack, utilize cloud-based development environments to enable parallel agent workflows, and showcases machine-to-machine payments where AI agents autonomously transact with third-party services.\u003c/li\u003e\n\u003cli\u003eListen or watch on YouTube, Spotify, or Apple Podcasts. What you will learn: - How Stripe\u0026rsquo;s \u0026ldquo;minions\u0026rdquo; write 1,300 pull requests per week with minimal human intervention - Why a good human developer experience creates better outcomes for AI agents - The key role of cloud development environments in unlocking AI-driven engineering speed - Machine payment protocols that allow AI agents to spend money to complete tasks - Code review strategies for handling thousands of agent-written PRs - Why Stripe\u0026rsquo;s non-engineers are starting to use Minions to deliver code - The future of software businesses built primarily for agent consumers. Brought to you by: Optimizely — The AI agent orchestration platform for marketing and digital teams. Rippling — Stop wasting time on administrative tasks and build your startup faster. In this episode, we will cover: (00:00) Introduction to Steve (02:39) Stripe\u0026rsquo;s Minions and their impact across Stripe (04:42) Why activation energy is more important than execution (05:44) What is a minion?\u003c/li\u003e\n\u003cli\u003eTechnical architecture (06:52) Demo: Activating minions in Slack with an emoji (09:04) Why a good developer experience is beneficial for both humans and agents (11:22) Exploring the agent loop and system prompts (13:42) Why Stripe chose Goose as its agent tool (16:00) The role of the Developer Productivity team at Stripe (17:15) Why cloud environments unlock multithreaded AI engineering (21:14) One-shot prompt: From Slack to a delivered PR (22:04) How Stripe handles code reviews for 1,300 AI-written PRs per week (23:44) Non-engineers using Minions across the company (24:53) Demo: Planning a birthday party with Claude and machine payments (32:15) Quick recap (35:08) The future of ephemeral, API-first businesses for agents (36:36) Lightning round and final thoughts. Reference Tools: • Goose (AI agent tool): • Claude Code: • Cursor: • VS Code: • Slack: • Browserbase: • Parallel AI: • PostalForm: • Stripe Climate: Other References: • Stripe machine payments: • Blue-green deployment: • Git worktrees: Where to find Steve Kaliski: Twitter: LinkedIn: Where to find Claire Vo: ChatPRD: Website: LinkedIn: X: Production and Marketing.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eSteve Kaliski is a software engineer at Stripe wh…\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’s part of the team that created “minions”—Stripe’s internal AI coding agents, which now ship approximately 1,300 pull requests…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIn this episode, Steve demonstrates how Stripe engineers activate development work from Slack and leverage cloud-based development environments for parallel age…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ei=1000757255000\u0026rdquo;\u0026gt;Apple Podcasts\nWhat you’ll learn:\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eHow Stripe’s “minions” write 1,300 pull requ…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/state-of-the-product-job-market-in-ee9\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eState of the product job market in early 2026\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-24 20:45 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Every week, I answer questions from readers about building products, driving growth, and accelerating their careers.\n\u003cul\u003e\n\u003cli\u003eWelcome to our biennial update on the state of the product job market—this is our fourth, and surprisingly, the most optimistic one yet.\u003c/li\u003e\n\u003cli\u003eDespite headlines about layoffs and AI taking jobs, we\u0026rsquo;re actually seeing many promising signs in tech hiring, along with some interesting new trends: - Product manager job openings are at their highest level in over three years - AI has not slowed down the demand for software engineers (at least not yet) - AI jobs in general are exploding - Design jobs have stabilized - The Bay Area\u0026rsquo;s importance is growing - Remote work opportunities continue to decrease - The total number of tech jobs continues to grow despite the constant layoffs. While these numbers are promising, I know many people are having a tough time finding a job right now.\u003c/li\u003e\n\u003cli\u003eMore job openings don\u0026rsquo;t necessarily mean people are finding jobs faster.\u003c/li\u003e\n\u003cli\u003eTo anyone in this situation, first of all, I\u0026rsquo;m sorry.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e👋 Hey there, I’m Lenny\u003c/li\u003e\n\u003cli\u003eEach week, I answer reader questions about building product, driving growth, and accelerating your career\u003c/li\u003e\n\u003cli\u003eFor more: Lenny’s Podcast | Lennybot | \u0026lt;a href=\u0026ldquo;https://www…\u003c/li\u003e\n\u003cli\u003evia=lenny\u0026rdquo;\u0026gt;public speaking course , and interview prep copilot\n\u0026lt;a class…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/state-of-the-product-job-market-in-372\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eState of the product job market in early 2026\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-24 17:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026quot;.\n\u003cul\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fd46e1f-918c-491c-a014-9a564084d36f_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%2F7fd46e1f-918c-491c-a014-9a564084d….\u003c/li\u003e\n\u003cli\u003eToday\u0026rsquo;s show is our fourth biannual update on the tech job market (the most optimistic one to date), with a detailed analysis of the seven key trends shaping the employment landscape\u0026hellip;\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026ldquo;\u003ca href=\"https://substackcdn.com/image/fetch/$s\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://substackcdn.com/image/fetch/$s\u003c/a\u003e_\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fd46e1f-918c-491c-a014-9a564084d36f_3016x3016.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%2F7fd46e1f-918c-491c-a014-9a564084d…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eToday’s episode is our fourth biannual update on the tech job market (the most optimistic yet) and breaks down seven key trends shaping the job landscape…\u003c/p\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-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\u003eSummary: - How Microsoft\u0026rsquo;s AI VP automates everything with Warp | Brought to you by Marco Casalaina: - Rovo — The AI that understands your business -Lovable — Build applications by simply chatting with AI. Marco Casalaina, Vice President of Microsoft\u0026rsquo;s Core AI Products, explains how to use Warp, Microsoft 365 Copilot, and ChatGPT to dynamically launch lightweight \u0026ldquo;micro-agents\u0026rdquo; that handle everything from Azure management to document scanning and video compression.\n\u003cul\u003e\n\u003cli\u003eListen now on YouTube • Spotify • Apple Podcasts. Key takeaways: - Automation allows you to focus on higher-value activities.\u003c/li\u003e\n\u003cli\u003eAs Marco says: \u0026ldquo;While these agents are doing what I need them to do, I\u0026rsquo;m doing other things.\u0026rdquo; When scanning his daughter\u0026rsquo;s homework, he was able to help her with her math problems instead of struggling with the scanning 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 via the scanner CLI tool NAPS2.\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\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,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/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-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\u003ePublished: 2026-03-23 20:01 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Marco Casalaina, Vice President of Microsoft\u0026rsquo;s Core AI Products and an AI futurist, demonstrates how to use AI tools to automate administrative tasks that would 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\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\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMarco also demonstrates how Microsoft 365 Copilot and ChatGPT can create triggered workflows to respond to emails or check schedule information, highlighting how the line between consuming and building AI agents is becoming blurred.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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 using AI-generated FFmpeg commands to analyze and compress video files - How to create simple rules that significantly improve AI performance for specialized tasks - Methods for building triggered workflows in Microsoft 365 Copilot to 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 understands your business | Lovely — 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 eliminate 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 vs. purpose-built ones.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN 要点：\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\u003cli\u003eHe shows how these “micro-agents” can reduce friction in everyday workflows, 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, high…\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/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\u003ePublished: 2026-03-22 20:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Jessica Fain is a product lead at Webflow and former Chief of Staff to the Chief Product Officer at Slack, where she worked with April Underwood and many past podcast guests, including Stewart Butterfield, Annie Pearl, Tamar Yehoshua, and Noah Weiss.\n\u003cul\u003e\n\u003cli\u003eThroughout her career, she has learned how executives actually make decisions and why most people completely misunderstand the process.\u003c/li\u003e\n\u003cli\u003eWhy executive calendars are \u0026ldquo;like a flashbulb\u0026rdquo; and why the first 30 seconds of a meeting are so critical.\u003c/li\u003e\n\u003cli\u003eWhy executives typically optimize for the global maximum, while you are likely optimizing for a local one.\u003c/li\u003e\n\u003cli\u003eWhen a leader says something that seems wrong, the best question Jessica uses is: \u0026ldquo;That\u0026rsquo;s so interesting.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN 要点：\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eShe’s spent her career learning how executives actually make decisions—and why most people completely misunderstand the process.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eWe discuss…\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eWhy great ideas often don’t get buy-in\n2\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhy executive calendars are “like strobe lights” and why the first 30 seconds of a meeting matter so much\n3\u003c/p\u003e\n\u003c/li\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\u003ePublication Time: 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 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/an-interview-with-arm-ceo-rene-haas-about-selling-chips/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAn Interview with Arm CEO Rene Haas About Selling Chips\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-26 18:06 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - In this interview, we delve deep into this decision, including the keynote\u0026rsquo;s metadata, Arm\u0026rsquo;s history, and how the company has evolved, especially under Haas\u0026rsquo;s leadership.\n\u003cul\u003e\n\u003cli\u003eThen we get into why CPUs matter for AI, and how Arm’s CPU compares to Nvidia’s, x86, and other custom Arm silicon.\u003c/li\u003e\n\u003cli\u003eFinally, we discuss the risks Arm faces, including supply chain limitations, and how the company needs to change to support this new direction.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAs a reminder, all Stratechery content (including interviews) is available in podcast form; click the link at the top of this email to add Stratechery to your podcast player.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003ch3 id=\"an-interview-with-arm-ceo-rene-haas-about-selling-chips\"\u003e\n  An Interview with Arm CEO Rene Haas About Selling Chips.\n  \u003ca class=\"heading-link\" href=\"#an-interview-with-arm-ceo-rene-haas-about-selling-chips\"\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\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eListen to this post:\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/arm-launches-own-cpu-arms-motivation-constraints-and-systems/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eArm Launches Own CPU, Arm’s Motivation, Constraints and Systems\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-25 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Arm is selling its own chips, not just licensing IP.\n\u003cul\u003e\n\u003cli\u003eIt’s a big change compared to Arm’s history, but not surprising given how computing is evolving.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month* or *\u003cstrong\u003e$150\u003c/strong\u003e/year.\u003c/li\u003e\n\u003cli\u003eGet substantive analysis of the day\u0026rsquo;s news via three weekly emails or podcasts.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eStrategy Interviews\u003c/strong\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eArm is selling its own chips, not just licensing IP\u003c/li\u003e\n\u003cli\u003eIt\u0026rsquo;s a big change compared to Arm\u0026rsquo;s history, but not surprising given how computing is evolving.\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/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: [To be translated] - Stratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out: - There will be no Update on Thursday, March 19 - There 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 - There will be no Update on Monday, March 30 I will return to my usual posting schedule on Tuesday, March 31.\n\u003cul\u003e\n\u003cli\u003eAll other Stratechery Plus content, including my podcasts, will stay on schedule.\u003c/li\u003e\n\u003cli\u003eStratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out: I will return to my usual posting schedule on Tuesday, March 31.\u003c/li\u003e\n\u003cli\u003eStratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out: - There will be no Update on Thursday, March 19 - There 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 Spring Break.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eStratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out:\u003c/li\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\u003c/ul\u003e\n\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\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/our-approach-to-the-model-spec\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eInside our approach to the Model Spec\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-25 18:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - At OpenAI, we believe that AI should be fair, safe, and accessible, so that more people can use it to solve tough problems, create opportunities, and benefit in areas like health, science, education, work, and daily life.\n\u003cul\u003e\n\u003cli\u003eWe believe that democratizing access to AI is the best path forward: not concentrating the benefits or control of AI in the hands of a few, but making it accessible so that more people can access, understand, and help shape AI.\u003c/li\u003e\n\u003cli\u003eThis is the core reason for the OpenAI Model Spec\u0026rsquo;s existence.\u003c/li\u003e\n\u003cli\u003eIt defines how we want our models to follow instructions, resolve conflicts, respect user freedom, and operate safely amidst the extremely broad range of queries users pose every day.\u003c/li\u003e\n\u003cli\u003eMore broadly, we are trying to make expected model behavior explicit: not just in our training process, but also in a form that users, developers, researchers, policymakers, and the wider public can actually read, scrutinize, and debate.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eLearn how OpenAI’s Model Spec serves as a public framework for model behavior, balancing safety, user freedom, and accountability as AI systems advance.\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/safety-bug-bounty\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing the OpenAI Safety Bug Bounty program\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-25 08:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - Testing OpenAI for security and abuse issues.\n\u003cul\u003e\n\u003cli\u003eAs AI technology rapidly advances, its potential for misuse also evolves.\u003c/li\u003e\n\u003cli\u003eOur goal is to ensure our systems remain secure and prevent misuse or abuse that could lead to tangible harm.\u003c/li\u003e\n\u003cli\u003eThrough this program, we look forward to continuing our collaboration with security and safety researchers to help us identify and address issues that do not fall under traditional security vulnerabilities but still pose real risks.\u003c/li\u003e\n\u003cli\u003eSubmissions will be triaged by OpenAI\u0026rsquo;s safety and security bug bounty team and may be rerouted between the two programs based on scope and ownership.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eOpenAI launches a Safety Bug Bounty program to identify AI abuse and safety risks, including agentic vulnerabilities, prompt injection, and data exfiltration.\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/teen-safety-policies-gpt-oss-safeguard\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHelping developers build safer AI experiences for teens\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-24 19:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI is releasing prompt-based teen safety policies for developers using gpt-oss-safeguard to help mitigate age-specific risks in AI systems.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how helping developers build safer AI experiences for teens is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing \u0026ldquo;Helping Developers Build Safer AI Experiences for Teens,\u0026rdquo; it also has practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eOpenAI releases prompt-based teen safety policies for developers using gpt-oss-safeguard, helping moderate age-specific risks in AI systems.\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/update-on-the-openai-foundation\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eUpdate on the OpenAI Foundation\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-24 17:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - The OpenAI Foundation has announced plans to invest at least $1 billion in disease treatment, economic opportunity, AI resilience, and community projects.\n\u003cul\u003e\n\u003cli\u003eThis post from the OpenAI blog explains how the update on the OpenAI Foundation is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFollowing the OpenAI Foundation update, it also brought practical implications for founders, operators, and investors.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eThe OpenAI Foundation announces plans to invest at least $1 billion in curing diseases, economic opportunity, AI resilience, and community programs.\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/powering-product-discovery-in-chatgpt\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ePowering product discovery in ChatGPT\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-24 17:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - ChatGPT introduces richer, visually immersive shopping powered by the Agentic Commerce Protocol, supporting product discovery, side-by-side comparisons, and merchandise\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how powering product discovery in ChatGPT shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the support for product discovery in ChatGPT, it also brought practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eChatGPT introduces richer, visually immersive shopping powered by the Agentic Commerce Protocol, enabling product discovery, side-by-side comparisons, and merch…\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/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\u003ePublication Time: 2026-03-23 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - To address the new safety challenges posed by state-of-the-art video models and new social creation platforms, we have built Sora 2 and the Sora application with a foundation of safety.\n\u003cul\u003e\n\u003cli\u003eOur approach is grounded in concrete protective measures.\u003c/li\u003e\n\u003cli\u003eTo address the new safety challenges posed by state-of-the-art video models and new social creation platforms, we have built Sora 2 and the Sora application\u0026hellip; Our approach is grounded in concrete protective measures.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\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\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/gemini-3-1-flash-live-making-audio-ai-more-natural-and-reliable/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eGemini 3.1 Flash Live: Making audio AI more natural and reliable\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-26 23:23 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Our latest voice model has improved precision and lower latency to make voice interactions more fluid, natural and precise.\n\u003cul\u003e\n\u003cli\u003eThis article from the Google DeepMind blog explains how Gemini 3.1 Flash Live: Making audio AI more natural and reliable shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also brings practical implications for founders, operators, and investors regarding Gemini 3.1 Flash Live: Making audio AI more natural and reliable.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOur latest voice model has improved precision and lower latency to make voice interactions more fluid, natural and precise.\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/protecting-people-from-harmful-manipulation/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eProtecting people from harmful manipulation\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-26 00:46 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Google DeepMind is researching the risks of harmful manipulation by AI in fields like finance and health to develop new safety measures.\n\u003cul\u003e\n\u003cli\u003eThis article from the Google DeepMind blog explains how protecting people from harmful manipulation shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eBeyond protecting people from harmful manipulation, it also brings tangible impact to founders, operators, and investors.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key Takeaways:\n\u003cul\u003e\n\u003cli\u003eGoogle DeepMind researches AI\u0026rsquo;s harmful manipulation risks across areas like finance and health, leading to new safety measures.\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/lyria-3-pro-create-longer-tracks-in-more/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eLyria 3 Pro: Create longer tracks in more\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-26 00:01 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Introducing Lyria 3 Pro, which unlocks longer tracks with structural awareness.\n\u003cul\u003e\n\u003cli\u003eWe\u0026rsquo;re also bringing Lyria to more Google products and surfaces.\u003c/li\u003e\n\u003cli\u003eIntroducing Lyria 3 Pro, which unlocks longer tracks with structural awareness. We\u0026rsquo;re also bringing Lyria to more Google products and surfaces.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Takeaways:\n\u003cul\u003e\n\u003cli\u003eIntroducing Lyria 3 Pro, which unlocks longer tracks with structural awareness\u003c/li\u003e\n\u003cli\u003eWe’re also bringing Lyria to more Google products and surfaces.\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=\"two-minute-papers-b_introsearch\"\u003e\n  Two Minute Papers （B_intro+search）\n  \u003ca class=\"heading-link\" href=\"#two-minute-papers-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/watch?v=XL5bq8DRn64\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe Algorithm That Made Me Cry\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-26 23:47 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - ❤️ Check out Lambda here and sign up for their GPU Cloud:.\n\u003cul\u003e\n\u003cli\u003eFree course on Ray Tracing:.\u003c/li\u003e\n\u003cli\u003eOur Patreon if you wish to support us:.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Takeaways:\n\u003cul\u003e\n\u003cli\u003e❤️ Check out Lambda here and sign up for their GPU Cloud: \u003ca href=\"https://lambda.ai/papers\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lambda.ai/papers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFree course on Ray Tracing:\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://users.cg.tuwien.ac.at/zsolnai/gfx/rendering-course/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://users.cg.tuwien.ac.at/zsolnai/gfx/rendering-course/\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eOur Patreon if you wish to support us: \u003ca href=\"https://www.patreon.com/TwoMinutePapers\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.patreon.com/TwoMinutePapers\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://www.youtube.com/watch?v=DmtoVnTkQnM\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eDeepSeek Just Fixed One Of The Biggest Problems With AI\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-24 23:17 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - ❤️ Check out Lambda here and sign up for their GPU Cloud:.\n\u003cul\u003e\n\u003cli\u003e📝 The #DeepSeek paper is available here:.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Takeaways:\n\u003cul\u003e\n\u003cli\u003e❤️ Check out Lambda here and sign up for their GPU Cloud: \u003ca href=\"https://lambda.ai/papers\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lambda.ai/papers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e📝 The #DeepSeek paper is available here:\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/deepseek-ai/Engram\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://github.com/deepseek-ai/Engram\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://arxiv.org/abs/2601.07372\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://arxiv.org/abs/2601.07372\u003c/a\u003e\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\u003ePublished: 2026-03-24 00:24 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - 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 Key Takeaways:\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 industry shows a trend of transitioning from \u0026ldquo;inference\u0026rdquo; to \u0026ldquo;agentic thinking.\u0026rdquo; Claude Code launches autonomous mode, marking a shift in AI programming from assistive completion to autonomous execution; the OpenClaw ecosystem is rapidly expanding through WeChat integration and a plugin marketplace. On the technical front, Luma and Google have each released new multimodal models. Industry perspectives warn that as the cost for AI to replicate code decreases, test cases are becoming a new technical barrier."}