{"title":"AI Daily | Claude Enables Fully Automatic Agent Mode, OpenAI Discontinues Standalone Sora App","url":"/en/ai-daily/ai-daily-2026-03-25/","date":"2026-03-25","type":"ai-daily","content":"\u003ch1 id=\"ai-daily--claude-enables-fully-automatic-agent-mode-openai-shuts-down-standalone-sora-app\"\u003e\n  AI Daily | Claude Enables Fully Automatic Agent Mode, OpenAI Shuts Down Standalone Sora App\n  \u003ca class=\"heading-link\" href=\"#ai-daily--claude-enables-fully-automatic-agent-mode-openai-shuts-down-standalone-sora-app\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003eToday, the AI industry is focused on the deep evolution of agents. Anthropic has introduced automatic programming and computer control features for Claude, marking a transformation of AI from a conversational tool to an autonomous execution agent. Meanwhile, OpenAI announced the shutdown of its Sora video application just six months after its launch, indicating a strategic shift towards core architecture and integrated super-applications. Furthermore, the activity surrounding the open-source project OpenClaw and the LiteLLM supply chain security incident serve as a reminder for developers to prioritize underlying security and ecosystem integration while pursuing automation efficiency.\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;DeepSeek Just Fixed One Of The Biggest Problems With AI\u0026rdquo; from Two Minute Papers is a priority watch. Main content: - ❤️ Check out Lambda and register for their GPU Cloud here:.\u003c/li\u003e\n\u003cli\u003e📝#DeepSeek paper available here:..\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 22 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;Anthropic Launches Auto Mode for Smoother Claude Code Sessions\u0026rdquo; is trending (approx. 2400 related posts) and serves as a good 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-anthropic-launches-auto-mode-for-smoother-claude-code-sessions\"\u003e\n  Topic 1: Anthropic Launches Auto Mode for Smoother Claude Code Sessions\n  \u003ca class=\"heading-link\" href=\"#topic-1-anthropic-launches-auto-mode-for-smoother-claude-code-sessions\"\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: 2400\u003c/li\u003e\n\u003cli\u003eWhat happened: Anthropic has launched \u0026ldquo;Auto Mode\u0026rdquo; for its command-line development tool, Claude Code, allowing the AI to autonomously execute multi-step programming tasks, run commands, and fix errors in real-time based on feedback.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This marks the transition of AI programming assistants from simple \u0026ldquo;conversational aids\u0026rdquo; to \u0026ldquo;AI Agents\u0026rdquo; with autonomous capabilities, significantly improving efficiency in handling complex software engineering tasks.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: User discussions focus on performance comparisons between Auto Mode and competitors like Cursor and Windsurf, as well as evaluations of its operational security, token consumption costs, and task success rates in large codebases.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-royal-navy-to-lead-coalition-reopening-strait-of-hormuz\"\u003e\n  Topic 2: Royal Navy to Lead Coalition Reopening Strait of Hormuz\n  \u003ca class=\"heading-link\" href=\"#topic-2-royal-navy-to-lead-coalition-reopening-strait-of-hormuz\"\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: 62000\u003c/li\u003e\n\u003cli\u003eWhat happened: The British Royal Navy will lead an international coalition, including the US and France, to deploy minesweepers to reopen the critical Strait of Hormuz shipping lane.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: The security of this shipping lane is directly linked to the stability of the global energy supply chain, which in turn affects the operating costs of AI data centers. Such missions often involve the use of advanced autonomous unmanned underwater vehicles (UUVs) and AI recognition technology.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions are focused on whether the military action will lead to further escalation in the region, its potential impact on global oil prices, and the actual effectiveness of Western allies in maintaining the security of international shipping.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-polymarket-launches-referral-program-and-trading-fees-for-liquidity-rewards\"\u003e\n  Topic 3: Polymarket Launches Referral Program and Trading Fees for Liquidity Rewards\n  \u003ca class=\"heading-link\" href=\"#topic-3-polymarket-launches-referral-program-and-trading-fees-for-liquidity-rewards\"\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: 7600\u003c/li\u003e\n\u003cli\u003eWhat happened: The decentralized prediction market Polymarket has announced the launch of a user referral program and has started charging trading fees to incentivize liquidity providers.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Prediction markets are considered a key \u0026ldquo;real-world\u0026rdquo; data source and economic incentive layer for validating the accuracy of AI prediction models and AI Agents. Improving their mechanisms helps to enhance the baseline quality of AI predictions.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions focus on the potential negative impact of the fees on trading activity and whether this move is a prelude to a future token airdrop and the protocol\u0026rsquo;s decentralization.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-malicious-litellm-packages-steal-credentials-in-supply-chain-attack\"\u003e\n  Topic 4: Malicious LiteLLM Packages Steal Credentials in Supply Chain Attack\n  \u003ca class=\"heading-link\" href=\"#topic-4-malicious-litellm-packages-steal-credentials-in-supply-chain-attack\"\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: 10 hours ago, Related Posts: 13000\u003c/li\u003e\n\u003cli\u003eWhat happened: Malicious actors published counterfeit LiteLLM extension packages on repositories like PyPI, stealing developers\u0026rsquo; API keys and sensitive credentials through a supply chain attack.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: LiteLLM is a crucial middleware for connecting to various large language models. Attacks of this nature directly threaten the core asset security of AI developers and highlight the vulnerability of the AI software supply chain.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: The discussion focuses on the lack of auditing in the AI open-source ecosystem, the prevention of typosquatting attacks, and the neglect of security checks on third-party libraries by developers in their pursuit of efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-openai-shuts-down-sora-video-app-months-after-launch\"\u003e\n  Topic 5: OpenAI Shuts Down Sora Video App Months After Launch\n  \u003ca class=\"heading-link\" href=\"#topic-5-openai-shuts-down-sora-video-app-months-after-launch\"\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: 179,000\u003c/li\u003e\n\u003cli\u003eWhat it is: OpenAI announced the shutdown of its Sora video application just six months after its launch, redirecting resources to focus on core AI research and development and enterprise-level tools.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This move highlights the dual challenges of high computational costs and copyright legal risks that generative video technology faces in commercialization, marking a strategic retreat by top AI companies from social applications to underlying infrastructure.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: Discussions on X are centered on the true reasons for Sora\u0026rsquo;s shutdown (whether it\u0026rsquo;s technical bottlenecks or copyright pressure), OpenAI\u0026rsquo;s strategic adjustments in the face of competitor pressure, and whether the AI video sector has entered a phase of bubble bursting.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-github-quickly-fixes-widespread-service-outage\"\u003e\n  Topic 6: GitHub Quickly Fixes Widespread Service Outage\n  \u003ca class=\"heading-link\" href=\"#topic-6-github-quickly-fixes-widespread-service-outage\"\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: 123\u003c/li\u003e\n\u003cli\u003eWhat it is: GitHub experienced a large-scale service outage, making it inaccessible to developers worldwide. Officials have now completed a rapid fix and restored service.\u003c/li\u003e\n\u003cli\u003eWhy it matters: GitHub is a core infrastructure for AI R\u0026amp;D, hosting the vast majority of open-source models, datasets, and collaborative code. Its downtime directly impacts the development progress and automated workflows of AI projects globally.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: Discussions on social media focused on the high efficiency of GitHub\u0026rsquo;s fix, while also raising concerns among developers about over-reliance on centralized platforms and the failure of AI programming tools like GitHub Copilot during network outages.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-7-anthropics-claude-gains-direct-mac-control-in-new-feature\"\u003e\n  Topic 7: Anthropic\u0026rsquo;s Claude Gains Direct Mac Control in New Feature\n  \u003ca class=\"heading-link\" href=\"#topic-7-anthropics-claude-gains-direct-mac-control-in-new-feature\"\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: 119,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Anthropic has launched a \u0026ldquo;Computer Use\u0026rdquo; feature for its Claude desktop application, enabling it to directly control and operate the macOS system and third-party applications.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This marks the evolution of AI assistants from simple text interaction to \u0026ldquo;action agents\u0026rdquo; capable of cross-application execution, a significant milestone in achieving on-device AI automation.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: Community discussions are focused on the significant improvement this feature brings to workflow efficiency, while also sparking debates about system permission security, privacy protection, and competition with Apple\u0026rsquo;s native AI features.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-8-zhang-xuefeng-chinas-candid-education-guide-dies-at-41-from-cardiac-arrest\"\u003e\n  Topic 8: Zhang Xuefeng, China\u0026rsquo;s Candid Education Guide, Dies at 41 from Cardiac Arrest\n  \u003ca class=\"heading-link\" href=\"#topic-8-zhang-xuefeng-chinas-candid-education-guide-dies-at-41-from-cardiac-arrest\"\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: 6 hours ago, Related Posts: 115\u003c/li\u003e\n\u003cli\u003eWhat it is: Zhang Xuefeng, a renowned Chinese education consultant and graduate school entrance exam coach, unfortunately passed away from cardiac arrest at the age of 41.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Zhang Xuefeng was highly influential in the field of educational planning. His pragmatic views on choosing majors (especially in technology fields like AI and computer science) profoundly impacted the career paths of China\u0026rsquo;s younger generation and the digital communication of the education consulting industry.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: The discussion focuses on the shock and grief over his untimely death, while also prompting widespread public reflection on high-intensity work pressure, workplace health, and the candid educational philosophies he advocated for during his lifetime.\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 the deep transformation of AI from a simple conversational assistant to an \u0026ldquo;Agent\u0026rdquo; with cross-application, autonomous execution capabilities. The auto-programming and computer control features introduced by Claude are seen as a key milestone in reshaping global productivity. The industry has reached a consensus on the immense potential of AI agents to enhance development and office efficiency. However, there are significant disagreements on the commercialization path for generative video, with the shutdown of the Sora application prompting collective reflection on high computational costs, copyright bottlenecks, and a potential industry bubble. Potential risks are concentrated in the vulnerability of the AI software supply chain and the over-centralization of infrastructure. The LiteLLM malicious package attack and the GitHub service outage have both exposed the underlying security and system stability crises that developers overlook in their pursuit of efficiency. Furthermore, geopolitical threats to the energy chain and the unexpected passing of a famous education consultant have led public opinion, amidst the technological fervor, to begin examining the stability of the external environment for AI development and the health issues of practitioners under high-intensity competition.\u003c/p\u003e\n\u003ch2 id=\"3-influencer-insights\"\u003e\n  3. Influencer Insights\n  \u003ca class=\"heading-link\" href=\"#3-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 your AI industry analyst. Based on the tweet content from AI leaders 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-hot-trends-and-product-dynamics\"\u003e\n  1. Today\u0026rsquo;s Hot Trends and Product Dynamics\n  \u003ca class=\"heading-link\" href=\"#1-todays-hot-trends-and-product-dynamics\"\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\"\u003e\n  \u003cstrong\u003eThe \u0026ldquo;Total Agent-ization\u0026rdquo; of the Claude Ecosystem (Agentic Era)\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#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\u003eToday\u0026rsquo;s core hot topic revolves around \u003cstrong\u003eClaude Code\u003c/strong\u003e and \u003cstrong\u003eOpenClaw (Lobster)\u003c/strong\u003e.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eComputer Use 2.0 and Auto Mode:\u003c/strong\u003e Anthropic launched Claude\u0026rsquo;s \u0026ldquo;computer control\u0026rdquo; feature, allowing AI to directly take over the mouse, keyboard, and screen. @Gorden_Sun demonstrated having Claude automatically open WeChat, summarize messages in specific group chats, and reply. Concurrently, Claude Code introduced \u003cstrong\u003eauto mode\u003c/strong\u003e, which uses a classifier to autonomously decide whether to perform high-risk operations, reducing frequent manual authorizations (@dotey).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpenClaw Ecosystem Boom:\u003c/strong\u003e As a bridge connecting large models with domestic IM (WeChat, Feishu), OpenClaw is rapidly platforming. @op7418 mentioned that OpenClaw 3.23 refactored the plugin system and is compatible with Cursor and Claude plugins. WeChat officials also appear to be rapidly following suit, conducting grayscale tests for an entry point connecting to OpenClaw (@zhixianio, @op7418).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCLI Becomes the \u0026ldquo;New Entry Point\u0026rdquo; in the AI Era:\u003c/strong\u003e @lijigang proposed a profound conjecture: if QR codes are the entry point to the mobile internet, then \u003cstrong\u003eCLI (Command Line Interface)\u003c/strong\u003e is the entry point to the AI world, opening a convenient door for Agents.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"openai\"\u003e\n  \u003cstrong\u003eOpenAI\u0026rsquo;s Strategic Retraction: The \u0026ldquo;End\u0026rdquo; of Sora as a Standalone Product\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#openai\"\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\u003eSora Discontinues Standalone App/API:\u003c/strong\u003e @dotey deeply analyzed the news of OpenAI discontinuing Sora as a standalone product. This marks OpenAI\u0026rsquo;s shift from \u0026ldquo;multi-front warfare\u0026rdquo; to \u0026ldquo;core focus,\u0026rdquo; planning to develop a \u0026ldquo;super app\u0026rdquo; integrating ChatGPT, programming tools, and a browser. This is seen as a defensive reaction to Anthropic\u0026rsquo;s rise, embodying \u0026ldquo;less is more\u0026rdquo; by cutting costly and low-stickiness \u0026ldquo;side quests.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"evolution-of-vision-and-multimodal-models\"\u003e\n  \u003cstrong\u003eEvolution of Vision and Multimodal Models\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#evolution-of-vision-and-multimodal-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\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eLuma Uni-1 Released:\u003c/strong\u003e Luma launched Uni-1, an image model with reasoning capabilities, supporting Chinese, spatial relationship understanding, and complex meme generation. @op7418 evaluated its capabilities as second only to the Nano Banana series, and its price is more competitive.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWorld Models and Physical Understanding:\u003c/strong\u003e Meta released the \u003cstrong\u003eV-JEPA\u003c/strong\u003e paper, allowing models to learn physical laws by observing videos. @vista8 pointed out that this model significantly outperforms Gemini 1.5 Pro in physical common sense tests, demonstrating that AI can understand the world through \u0026ldquo;observation and prediction\u0026rdquo; rather than \u0026ldquo;hardcoding.\u0026rdquo;\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\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eTest Cases Are the New \u0026ldquo;Moat\u0026rdquo;:\u003c/strong\u003e @ruanyf believes that as AI can replicate large software like Next.js at extremely low costs (e.g., $1100), code itself is no longer a moat. The core asset of the future will be \u003cstrong\u003etest cases\u003c/strong\u003e, as they are the only standard for verifying the correctness of AI-generated content.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eProduct Manager Transformation in the AI Era:\u003c/strong\u003e @Gorden_Sun proposed that product managers in the AI era should follow the logic of \u0026ldquo;\u003cstrong\u003eDemo First, PRD Later\u003c/strong\u003e.\u0026rdquo; With the plummeting development costs, the boundaries between PMs, designers, and developers will blur, with the focus on rapidly experimenting with functionalities that \u0026ldquo;AI might not be able to do.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe \u0026ldquo;Lingering Decline\u0026rdquo; Paradox of Software Stocks:\u003c/strong\u003e @ruanyf observed the phenomenon of soaring AI stocks and lingering declines in software stocks, pondering whether AI is restructuring the value distribution of software, and possibly even leading to the demise of traditional independent software.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSupply Chain Security Warning:\u003c/strong\u003e @dotey and @vista8 highlighted Karpathy\u0026rsquo;s warning about the \u003cstrong\u003elitellm library poisoning\u003c/strong\u003e incident. This was a typical supply chain attack, reminding developers of the significant security risks that excessive reliance on external libraries (Dependencies) can bring during rapid AI iteration.\u003c/li\u003e\n\u003c/ul\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=\"agent-enhancement-and-navigation\"\u003e\n  \u003cstrong\u003eAgent Enhancement and Navigation\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#agent-enhancement-and-navigation\"\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\u003eClaw123 (Lobster Navigation):\u003c/strong\u003e A one-stop resource hub focused on the OpenClaw ecosystem, covering all information from cloud deployment to the skill market (@Pluvio9yte).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eClaude-HUD:\u003c/strong\u003e A \u0026ldquo;head-up display\u0026rdquo; tool designed for Claude Code, which can monitor context usage, MCP status, and task progress in real-time (@vista8).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpenCLI:\u003c/strong\u003e Compared to Playwright MCP, it can seamlessly take over the user\u0026rsquo;s existing Chrome browser, retaining login status (@vista8).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"development-and-efficiency-tools\"\u003e\n  \u003cstrong\u003eDevelopment and Efficiency Tools\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#development-and-efficiency-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\u003eXCrawl:\u003c/strong\u003e A web crawling tool integrated into OpenClaw, suitable for overseas webmasters to perform SEO automation and competitor analysis (@AI_Jasonyu).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eProofShot:\u003c/strong\u003e Allows AI Agents to record videos proving successful code execution after completing tasks, addressing trust issues related to \u0026ldquo;white screens\u0026rdquo; or \u0026ldquo;errors\u0026rdquo; (@vista8).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLogics-Parsing V2:\u003c/strong\u003e Alibaba\u0026rsquo;s open-source OCR model, supporting the parsing of sheet music, flowcharts, and complex code (@vista8).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eTypeNo:\u003c/strong\u003e A minimalist, open-source voice input method for macOS (@vista8).\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\u003ebaoyu-skills:\u003c/strong\u003e An open-source Agent skill library by @dotey, with over 10K Stars, containing a large number of practical automation workflows.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLi Jigang\u0026rsquo;s Skill Repository:\u003c/strong\u003e Contains multiple mature Prompt skills for paper interpretation, travel guides, roundtable discussions, and more (@lijigang).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eAI 101 Course:\u003c/strong\u003e OKX\u0026rsquo;s official AI trading course for beginners (@Pluvio9yte).\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cstrong\u003eAnalyst\u0026rsquo;s Note:\u003c/strong\u003e The past 24 hours show AI rapidly evolving from \u0026ldquo;dialogue box\u0026rdquo; to \u0026ldquo;operating system-level agent.\u0026rdquo; Developers should pay close attention to \u003cstrong\u003eCLI skillification\u003c/strong\u003e and \u003cstrong\u003esupply chain security\u003c/strong\u003e. Meanwhile, OpenAI\u0026rsquo;s strategic adjustments herald the second half of the industry\u0026rsquo;s \u0026ldquo;application grand integration.\u0026rdquo;\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eNote: This briefing is compiled based on public information from the X platform. Some tweets mention dates (2026) that may be future perspectives or system simulation dates set by bloggers; please refer to the actual pace of technological evolution.\u003c/em\u003e\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\u003eTime Window: Last 7 days; covering 16 sources; total 22 updates\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\u003ePublished: 2026-03-24 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Michael Truell, CEO of Cursor, sits down with Patrick Collison, CEO of Stripe and an investor in Anysphere, to talk about Collison\u0026rsquo;s history with Smalltalk and Lisp, Stripe\u0026rsquo;s MongoDB and Ruby decisions that still hold up 15 years later, why he would have spent more time on API design if he could do it again, and whether AI is actually showing up in economic productivity numbers.\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, including articles, projects, and more podcasts here.\u003c/li\u003e\n\u003cli\u003ePlease note that the content provided here is for informational purposes only; it should not be considered legal, business, tax, or investment advice or used to evaluate any investment or security; and it is not intended for any investor or potential investor of 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:\n\u003cul\u003e\n\u003cli\u003eMichael Truell, CEO of Cursor, sits down with Patrick Collison, CEO of Stripe and an investor in Anysphere, to talk about Collison\u0026rsquo;s history with Smalltalk a…\u003c/li\u003e\n\u003cli\u003eThis episode originally aired on Cursor\u0026rsquo;s podcast.\u003c/li\u003e\n\u003cli\u003eFollow Patrick Collison on X: \u003ca href=\"https://twitter.com/patrickc\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://twitter.com/patrickc\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFollow Michael Truell on X: \u003ca href=\"https://twitter.com/mntruell\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://twitter.com/mntruell\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://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\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-19 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Yoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, an open-source personal AI assistant that forces a rethink of how identity, permissions, and security work on the internet.\n\u003cul\u003e\n\u003cli\u003eThey cover why setting up Gmail integration takes 7 hours, what happens when an agent asks for domain-wide access to every email in a company, and why consumer sites like DoorDash and Amazon aren’t incentivized to make their services agent-friendly.\u003c/li\u003e\n\u003cli\u003eResources: Follow Yoko Li on X: Follow Guido Appenzeller on X: Follow Joel de la Garza on LinkedIn: See everything a16z is doing with AI, including articles, projects, and more podcasts here.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ePlease note that the content here is for informational purposes only; it should not be taken as legal, business, tax, or investment advice, or used to evaluate any investment or security, and is not directed at any investors or potential investors in any a16z fund.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ea16z and its affiliates may maintain investments in the companies discussed.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Highlights:\u003c/p\u003e\n\u003cul\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\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\u003ePublication Time: 2026-03-20 23:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - You may have already heard of OpenClaw (formerly known as Clawdbot/Moltbot).\n\u003cul\u003e\n\u003cli\u003eThe sensational open-source AI assistant can run on your own device, connect with the messaging apps you already use, and go beyond chat to actually perform tasks like managing emails, calendars, files, workflows, and more.\u003c/li\u003e\n\u003cli\u003eNow, meet the people behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sits down with OpenClaw founder Peter Steinberger to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents will reshape the future of software.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\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=\"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\u003ePublication Time: 2026-03-24 02:07 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (0:00) Intro live from Nvidia GTC (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 happened at the NYSE - Follow the besties:.\u003c/li\u003e\n\u003cli\u003eThis piece from the All-In Podcast explains how four CEOs: 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\u003ePublication Time: 2026-03-23 09:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (0:00) Matt Mahan: Why he\u0026rsquo;s running for governor (1:51) How California went from bad to worse (12:05) Public sector\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\u003ePublication Time: 2026-03-20 04:42 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (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) Physical AI\u0026rsquo;s $50T\u0026hellip;.\u003c/li\u003e\n\u003cli\u003eThis article from the All-In Podcast explains how Jensen Huang LIVE: Nvidia\u0026rsquo;s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis 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) 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\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/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\u003eAbstract: - Every week, I answer reader questions about building product, driving growth, and accelerating your career.\n\u003cul\u003e\n\u003cli\u003eWelcome to our biennial State of the Product Job Market—our fourth, and surprisingly, most optimistic one yet.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIn spite of the headlines about layoffs and AI taking jobs, we’re actually seeing a lot of promising signs in tech hiring, and some interesting new trends: - PM openings are at the highest levels we’ve seen in over three years - AI hasn’t slowed the demand for software engineers (at least not yet) - AI roles in general are absolutely exploding - Design roles have plateaued - The Bay Area is increasing in importance - Remote work opportunities continue to decline - Despite ongoing layoffs, the overall number of tech jobs continues. Although these numbers are promising, I know many people are currently struggling to find jobs.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eMore job openings do not mean people can find jobs faster.\u003c/li\u003e\n\u003cli\u003eTo anyone experiencing this, first, I am sorry.\u003c/li\u003e\n\u003cli\u003eEN Key points:\n\u003cul\u003e\n\u003cli\u003e👋 Hey there, I’m Lenny\u003c/li\u003e\n\u003cli\u003eEach week, I answer reader questions about building product, driving growth, and accelerating your career\u003c/li\u003e\n\u003cli\u003eFor more: Lenny’s Podcast | Lennybot | \u0026lt;a href=\u0026ldquo;https://www…\u003c/li\u003e\n\u003cli\u003evia=lenny\u0026rdquo;\u0026gt;public speaking course , and interview prep copilot\n\u0026lt;a class…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/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\u003eRelease Date: 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=\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%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’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/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%2F7fd46e1f-918c-491c-a014-9a564084d36f_3016x3016.p…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%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\u003ePosted: 2026-03-23 23:02 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - How Microsoft\u0026rsquo;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 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 math problems instead of wrestling 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 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\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\u003ePosted: 2026-03-23 20:01 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - Marco Casalaina, VP of Core AI Products and AI Futurist at Microsoft, demonstrates how to use AI tools to automate administrative tasks that would normally consume valuable time.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eInstead of using Warp as a coding assistant (its primary marketed purpose), Marco leverages it to manage Azure resources, scan documents, compress videos, and more.\u003c/p\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 that respond to emails or check for information on a schedule, highlighting how the boundary 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 analyzing and compressing video files using AI-generated FFmpeg commands - How to create simple rules that significantly improve AI performance for specialized tasks - Ways 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 Provided 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: Using Warp to manage Azure resources and permissions (06:00) How CLI tools can eliminate GUI friction for complex tasks (07:18) Creating rules to improve AI performance on 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/p\u003e\n\u003cul\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\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 the 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\u003eShe has 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 are usually optimizing for the global maximum, while you are often locally optimizing 4.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhen a leader says something that seems wrong, the best question Jessica uses is: \u0026ldquo;That\u0026rsquo;s so interesting.\u0026rdquo;\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key Points:\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\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\n\u003cul\u003e\n\u003cli\u003ePublished: 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\u0026hellip;\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https\u0026hellip;\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 confusing, as my usual week off will be spread out:.\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 updates on Monday and Tuesday, March 23-24; there will be updates and interviews 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\u003eThere will be no 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\u003ePublication Time: 2026-03-21 01:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (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, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; highlighted links are free for everyone.\u003c/li\u003e\n\u003cli\u003eAdditionally, you have complete control over the content we send you.\u003c/li\u003e\n\u003cli\u003eOn that note, here were a few of our favorites 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\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/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\u003ePublication Time: 2026-03-24 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - We release open-weight models to democratize powerful AI and support broad innovation.\n\u003cul\u003e\n\u003cli\u003eAt the same time, we believe safety and innovation go hand in hand, and that developers should have access to capable models as well as the tools and policies to deploy them safely and responsibly.\u003c/li\u003e\n\u003cli\u003eWe recognize that teens and adults have different needs, and teens require additional protection.\u003c/li\u003e\n\u003cli\u003eThese policies are designed to help developers account for those differences and build experiences that are both empowering and appropriate for younger users.\u003c/li\u003e\n\u003cli\u003eToday’s release builds on that foundation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eRelease Time: 2026-03-24 17:00 Beijing Time\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eSummary: - Today, we’re sharing how the Foundation is starting to put that support to work.\n\u003cul\u003e\n\u003cli\u003eOur mission is to ensure artificial general intelligence benefits all of humanity.\u003c/li\u003e\n\u003cli\u003eThis is a multifaceted effort.\u003c/li\u003e\n\u003cli\u003eAI is already changing how people work, learn, and access care.\u003c/li\u003e\n\u003cli\u003eIt has the potential to bring extraordinary benefits—faster medical breakthroughs, accelerated scientific discovery, more personalized healthcare and education services, new tools for creativity and invention, higher productivity and economic growth, improved public services like transportation, and much more.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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\u003eRelease 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, enabling product discovery, side-by-side comparisons, and merch….\n\u003cul\u003e\n\u003cli\u003eThis piece from OpenAI Blog explains how Powering product discovery in ChatGPT shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also surfaces practical implications for founders, operators, and investors following Powering product discovery in ChatGPT.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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\u003eRelease Time: 2026-03-23 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - To address the novel 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 safety as the foundation.\n\u003cul\u003e\n\u003cli\u003eOur approach is anchored in concrete protections.\u003c/li\u003e\n\u003cli\u003eTo address the novel safety challenges posed by state-of-the-art video models and new social creation platforms, we have built Sora 2 and the Sora application… Our approach is anchored in concrete protections.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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\u003eRelease Time: 2026-03-19 18:00 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: How 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/p\u003e\n\u003cul\u003e\n\u003cli\u003eThis piece from OpenAI Blog explains how How we monitor internal coding agents for misalignment shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also surfaces practical implications for founders, operators, and investors following How we monitor internal coding agents for misalignment.\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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: Accelerates Codex growth to power the next generation of Python developer 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 Key Points:\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=\"two-minute-papers-b_introsearch\"\u003e\n  Two Minute Papers （B_intro+search）\n  \u003ca class=\"heading-link\" href=\"#two-minute-papers-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/watch?v=DmtoVnTkQnM\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eDeepSeek Just Fixed One Of The Biggest Problems With AI\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 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 Points:\n\u003cul\u003e\n\u003cli\u003e❤️ Check out Lambda here and sign up for their GPU Cloud: \u003ca href=\"https://lambda.ai/papers\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lambda.ai/papers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e📝 The #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\u003ePublication Time: 2026-03-24 00:24 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - - Below is a conversation.\n\u003cul\u003e\n\u003cli\u003eNVIDIA CEO, one of the most.\n\u0026ndash;Important and influential.\u003c/li\u003e\n\u003cli\u003eNVIDIA is the engine power.\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\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 is focused on the deep evolution of Agents. Anthropic has launched automatic programming and computer control features for Claude, marking AI\u0026rsquo;s transition from a conversational tool to an autonomous execution agent. Meanwhile, OpenAI announced the shutdown of its Sora video application just six months after its launch, indicating a strategic shift towards core architecture and integrated super-applications. Additionally, the activity of the open-source project OpenClaw and the LiteLLM supply chain security incident remind developers that while pursuing automation efficiency, they must pay close attention to underlying security and ecosystem integration."}