{"title":"AI Daily | Stripe Reveals AI Programmer Cluster, Alibaba Releases Qwen 3.5-Omni","url":"/en/ai-daily/ai-daily-2026-03-31/","date":"2026-03-31","type":"ai-daily","content":"\u003ch1 id=\"ai-daily--stripe-unveils-ai-programmer-cluster-alibaba-releases-qwen-35-omni\"\u003e\n  AI Daily | Stripe Unveils AI Programmer Cluster, Alibaba Releases Qwen 3.5-Omni\n  \u003ca class=\"heading-link\" href=\"#ai-daily--stripe-unveils-ai-programmer-cluster-alibaba-releases-qwen-35-omni\"\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 focuses on the paradigm shift in the closed-loop capabilities of Agents. Stripe revealed its AI programmer cluster delivers 1,300 PRs per week, signaling that agents have entered large-scale engineering practice; simultaneously, the CLI interface is becoming the standard operating interface for Agents. At the model level, Alibaba released the Qwen 3.5-Omni series to enhance real-time multimodal interaction, while Stanford\u0026rsquo;s Meta-Harness framework drives the recursive evolution of AI agents by enabling them to self-optimize their code.\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 The episode from Lenny\u0026rsquo;s Podcast, \u0026ldquo;🎙️ This week on How I AI: How Stripe built “minions”—AI coding agents that ship 1,300 PRs per week + How to turn Claude Code into your personal life operating system,\u0026rdquo; deserves priority attention. Key takeaway: Stripe engineers detail how they built \u0026ldquo;Minions\u0026rdquo;—an AI programmer cluster that delivers approximately 1,300 Pull Requests per week, triggered by Slack emojis.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 21 key updates have been tracked over the past 7 days. You can select sources (podcasts, newsletters, videos) for in-depth reading according to your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topic:\u003c/strong\u003e The topic \u0026ldquo;Alibaba Launches Qwen3.5-Omni Multimodal AI Models\u0026rdquo; is trending (approximately 2,500 related posts) and serves as a good starting point for understanding global AI public opinion and perspectives.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2 id=\"ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n  II. AI Hot Topics on X (based on bird)\n  \u003ca class=\"heading-link\" href=\"#ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003ch3 id=\"topic-1-alibaba-launches-qwen35-omni-multimodal-ai-models\"\u003e\n  Topic 1: Alibaba Launches Qwen3.5-Omni Multimodal AI Models\n  \u003ca class=\"heading-link\" href=\"#topic-1-alibaba-launches-qwen35-omni-multimodal-ai-models\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 9 hours ago, Related posts: 2,500\u003c/li\u003e\n\u003cli\u003eWhat it is: Alibaba released the Qwen3.5-Omni series of multimodal AI models, including versions like Max, Next, and Omni, aimed at enhancing advanced multimodal processing capabilities.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The launch of this model marks a significant breakthrough for domestic large models in the field of omni-architecture, further narrowing the gap with top international players like OpenAI in real-time multimodal interaction.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Social media discussions are focused on the explosive growth of AI technology in December. Users are keen on comparing the performance of Qwen3.5 with OpenAI\u0026rsquo;s GPT-5.2 and Nvidia\u0026rsquo;s Nemotron 3, and discussing its potential impact on the AI industry landscape in 2025.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-stanfords-meta-harness-lets-ai-agents-improve-their-own-code\"\u003e\n  Topic 2: Stanford\u0026rsquo;s Meta-Harness Lets AI Agents Improve Their Own Code\n  \u003ca class=\"heading-link\" href=\"#topic-2-stanfords-meta-harness-lets-ai-agents-improve-their-own-code\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 2 hours ago, Related posts: 146\u003c/li\u003e\n\u003cli\u003eWhat it is: A Stanford University research team released the Meta-Harness framework, which allows AI agents to improve their task performance by iterating on and optimizing their own source code.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This research drives the shift of AI from \u0026ldquo;passive execution\u0026rdquo; to \u0026ldquo;self-evolution,\u0026rdquo; demonstrating the potential for agents to autonomously optimize their logic and achieve recursive performance enhancements.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions are centered on the significant performance improvements of Meta-Harness in programming benchmarks, as well as the potential security risks and long-term uncontrollability that could arise from AI self-modifying its code.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-alibaba-launches-free-preview-of-qwen-36-plus-ai-model\"\u003e\n  Topic 3: Alibaba Launches Free Preview of Qwen 3.6 Plus AI Model\n  \u003ca class=\"heading-link\" href=\"#topic-3-alibaba-launches-free-preview-of-qwen-36-plus-ai-model\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 2 hours ago, Related posts: 245\u003c/li\u003e\n\u003cli\u003eWhat it is: Alibaba announced the launch of a free preview version of the Qwen 3.6 Plus AI model, allowing developers and users to experience its latest large language model capabilities for free for a limited time.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The release of this model reflects the rapid iteration of Chinese tech giants in AI performance. By providing free access to a high-performance model, they aim to lower the barrier to entry for developers and expand their influence in the global AI ecosystem.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X are focused on benchmark comparisons between Qwen 3.6 Plus and top models like GPT-4o, Alibaba\u0026rsquo;s rapid update cycle, and the impact of its free access strategy on the competitive landscape of AI commercialization.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-pretext-library-ends-web-text-layout-bottlenecks\"\u003e\n  Topic 4: Pretext Library Ends Web Text Layout Bottlenecks\n  \u003ca class=\"heading-link\" href=\"#topic-4-pretext-library-ends-web-text-layout-bottlenecks\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 2 days ago, Related posts: 68,000\u003c/li\u003e\n\u003cli\u003eWhat it is: The Pretext library has been officially released, aiming to eliminate performance bottlenecks in web text layout processing and optimize the parsing and extraction flow of web data.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Efficient web page layout parsing can significantly improve the quality of training data for large models and enhance the ability of multimodal models and RAG systems to understand complex web page structures.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: The discussion focuses on Pretext\u0026rsquo;s rendering speed advantage, performance comparisons with existing web parsing tools, and its stability when processing large-scale dynamic web data.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-baidus-paddleocr-tops-github-stars-over-googles-tesseract\"\u003e\n  Topic 5: Baidu\u0026rsquo;s PaddleOCR Tops GitHub Stars Over Google\u0026rsquo;s Tesseract\n  \u003ca class=\"heading-link\" href=\"#topic-5-baidus-paddleocr-tops-github-stars-over-googles-tesseract\"\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 since: 12 hours ago, Related posts: 336\u003c/li\u003e\n\u003cli\u003eWhat it is: Baidu\u0026rsquo;s open-source deep learning OCR toolkit, PaddleOCR, has officially surpassed Google\u0026rsquo;s veteran OCR engine, Tesseract, in the number of stars on GitHub.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This marks a generational shift in the OCR technology field from traditional algorithms to deep learning frameworks and also reflects the growing influence of Chinese AI open-source projects in the global developer ecosystem.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Community discussions focus on PaddleOCR\u0026rsquo;s performance advantages in multilingual recognition accuracy and inference speed, and the trend of developers gradually abandoning veteran tools like Tesseract in modern production environments.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-rebellions-raises-400-million-at-23-billion-valuation-for-ai-inference-chips\"\u003e\n  Topic 6: Rebellions Raises $400 Million at $2.3 Billion Valuation for AI Inference Chips\n  \u003ca class=\"heading-link\" href=\"#topic-6-rebellions-raises-400-million-at-23-billion-valuation-for-ai-inference-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\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending since: 8 hours ago, Related posts: 118\u003c/li\u003e\n\u003cli\u003eWhat it is: South Korean AI chip startup Rebellions has completed a $400 million financing round at a $2.3 billion valuation to advance the development and commercialization of its AI inference chips.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This signals that the inference chip market is becoming the new center of gravity in AI hardware competition, reflecting the industry\u0026rsquo;s urgent need for more energy-efficient and cost-effective alternatives under Nvidia\u0026rsquo;s monopoly.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: The discussion focuses on the synergistic effects following Rebellions\u0026rsquo; merger with Sapeon and the competitive advantages of its Application-Specific Integrated Circuit (ASIC) architecture over general-purpose GPUs in actual large-scale inference tasks.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-7-rajasthan-royals-crush-csk-by-eight-wickets-in-ipl-2026-opener\"\u003e\n  Topic 7: Rajasthan Royals Crush CSK by Eight Wickets in IPL 2026 Opener\n  \u003ca class=\"heading-link\" href=\"#topic-7-rajasthan-royals-crush-csk-by-eight-wickets-in-ipl-2026-opener\"\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 since: 19 hours ago, Related posts: 102,000\u003c/li\u003e\n\u003cli\u003eWhat it is: In the 2026 IPL opener, the Rajasthan Royals defeated the Chennai Super Kings by a massive margin of 8 wickets.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The event showcased AI real-time data analysis, player performance prediction models, and automated broadcasting technologies, demonstrating their deep integration and practical application in a top-tier sporting event.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: Public discussion centered on the on-field performance of key players while also sparking technical discussions about the accuracy of AI win-probability prediction models during dynamic matches.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-8-twice-hits-orlando-theme-parks-after-sold-out-shows\"\u003e\n  Topic 8: TWICE Hits Orlando Theme Parks After Sold-Out Shows\n  \u003ca class=\"heading-link\" href=\"#topic-8-twice-hits-orlando-theme-parks-after-sold-out-shows\"\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 since: 1 day ago, Related posts: 34,000\u003c/li\u003e\n\u003cli\u003eWhat it is: K-pop girl group TWICE visited local theme parks in Orlando after their sold-out concerts, and their activities generated significant attention on social media.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Although this topic falls under entertainment, it was categorized into the AI field by X\u0026rsquo;s platform algorithm, reflecting the recognition characteristics and limitations of current social media automated classification systems when handling high-profile pop culture events.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: The discussion primarily focused on photos from the members\u0026rsquo; leisure activities, fan encounters, and some users\u0026rsquo; confusion about the topic being miscategorized under the AI tag.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-9-blackpinks-lisa-books-historic-las-vegas-residency\"\u003e\n  Topic 9: Blackpink\u0026rsquo;s Lisa Books Historic Las Vegas Residency\n  \u003ca class=\"heading-link\" href=\"#topic-9-blackpinks-lisa-books-historic-las-vegas-residency\"\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 since: 11 hours ago, Related posts: 161,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Blackpink member Lisa announced she will launch a solo residency at the Voltaire theater in The Venetian Las Vegas, becoming the first K-pop solo artist to achieve this milestone.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Such top-tier residencies have become showcases for cutting-edge stage technology, AI-assisted visual design, and immersive audio technologies, demonstrating the deep integration of technology with the global pop culture industry.\u003c/li\u003e\n\u003cli\u003eDiscussion overview: The discussion centered on the international breakthrough in Lisa\u0026rsquo;s solo career, the high demand for concert tickets, and the further elevation of K-pop artists\u0026rsquo; status in the mainstream Western entertainment market.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-10-bts-tops-hot-100-and-billboard-200-with-arirang-debut\"\u003e\n  Topic 10: BTS Tops Hot 100 and Billboard 200 with ARIRANG Debut\n  \u003ca class=\"heading-link\" href=\"#topic-10-bts-tops-hot-100-and-billboard-200-with-arirang-debut\"\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 since: 1 day ago, Related posts: 1,700,000\u003c/li\u003e\n\u003cli\u003eWhat it is: BTS, with their new work \u0026lsquo;ARIRANG,\u0026rsquo; has simultaneously topped both the Billboard Hot 100 and Billboard 200 charts, setting a new pop culture record.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The work deeply integrates AI technology in its production or promotion, signaling that AI-assisted content has fully entered and is now dominating the global mainstream music market.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: The discussion focuses on the role of AI in modernizing traditional folk music and the long-term impact of technological intervention on artistic authenticity and chart fairness in music.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"ai-public-opinion-summary-on-x-today\"\u003e\n  AI Public Opinion Summary on X Today\n  \u003ca class=\"heading-link\" href=\"#ai-public-opinion-summary-on-x-today\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eToday\u0026rsquo;s main AI discourse centers on the explosive iteration of domestic large models like the Qwen series and their enhanced global competitiveness through multimodal capabilities and free-to-use strategies. There is also a strong focus on fundamental technological breakthroughs enabling AI to shift from passive execution to a logic of \u0026ldquo;self-evolution.\u0026rdquo; The industry consensus is that AI is rapidly penetrating foundational infrastructure (such as inference chips and web parsing) and the popular culture industry. However, significant disagreements persist regarding the artistic authenticity of AI-assisted creation and the security of agents autonomously modifying code. Potential risks are not only reflected in the uncontrollability and security vulnerabilities of technological evolution, but also in the limitations of automated governance, as revealed by social media algorithms misclassifying topics, and the fairness disputes that may arise from technological intervention in traditional fields.\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 a senior AI industry analyst. Based on the tweets from AI leaders on X over the past 24 hours, I have compiled today\u0026rsquo;s AI industry briefing for you.\u003c/p\u003e\n\u003cp\u003eToday\u0026rsquo;s core themes can be summarized as: \u003cstrong\u003ethe \u0026ldquo;Renaissance of the CLI\u0026rdquo;\u003c/strong\u003e and \u003cstrong\u003ethe \u0026ldquo;Qualitative Leap in Agent\u0026rsquo;s Closed-Loop Capabilities.\u0026rdquo;\u003c/strong\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"1-hot-trends-and-technical-focus-of-the-day\"\u003e\n  1. Hot Trends and Technical Focus of the Day\n  \u003ca class=\"heading-link\" href=\"#1-hot-trends-and-technical-focus-of-the-day\"\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-cli-is-becoming-the-standard-operating-interface-for-ai-agents\"\u003e\n  🚀 The CLI is Becoming the \u0026ldquo;Standard Operating Interface\u0026rdquo; for AI Agents\n  \u003ca class=\"heading-link\" href=\"#-the-cli-is-becoming-the-standard-operating-interface-for-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/h4\u003e\n\u003cp\u003eThe most significant trend today is the rush by major vendors to launch command-line interface (CLI) tools for AI.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eLark Open-Sources \u003ccode\u003elark-cli\u003c/code\u003e:\u003c/strong\u003e Lark has released a CLI tool that allows AI to directly manipulate documents, calendars, messages, and multi-dimensional tables. @dotey points out that the CLI is the most convenient interface for AI Agents because it is \u0026ldquo;self-describing\u0026rdquo; (learning via \u003ccode\u003e--help\u003c/code\u003e), text-friendly, and does not consume context space.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eIndustry Consensus:\u003c/strong\u003e @op7418 believes the CLI is becoming the standard interface for Agents and has launched the CodePilot AI-native CLI management system. @vista8 predicts that companies like Google, Lark, and DingTalk will all provide controllable entry points for Agents via CLIs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-claude-codes-evolution-from-writing-code-to-controlling-computers\"\u003e\n  🤖 Claude Code\u0026rsquo;s Evolution: From \u0026ldquo;Writing Code\u0026rdquo; to \u0026ldquo;Controlling Computers\u0026rdquo;\n  \u003ca class=\"heading-link\" href=\"#-claude-codes-evolution-from-writing-code-to-controlling-computers\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eAnthropic\u0026rsquo;s Claude Code continues to dominate the charts, with its capabilities expanding once again.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eComputer Use Integration:\u003c/strong\u003e Claude Code now supports direct control of the macOS desktop. @AI_Jasonyu commented that it has evolved from \u0026ldquo;just writing code\u0026rdquo; to a \u0026ldquo;programmer agent that can actually get work done,\u0026rdquo; capable of automatically compiling, verifying UI with screenshots, and fixing bugs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpenAI\u0026rsquo;s \u0026ldquo;Reverse Play\u0026rdquo;:\u003c/strong\u003e In a dramatic turn of events, OpenAI officially released the \u003ccode\u003ecodex-plugin-cc\u003c/code\u003e plugin, proactively entering a competitor\u0026rsquo;s territory to allow developers to call Codex for code reviews within Claude Code (@dotey).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-frontend-performance-breakthrough-pretext-library-goes-viral\"\u003e\n  📏 Frontend Performance Breakthrough: Pretext Library Goes Viral\n  \u003ca class=\"heading-link\" href=\"#-frontend-performance-breakthrough-pretext-library-goes-viral\"\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 pure TypeScript text measurement library \u003ccode\u003ePretext\u003c/code\u003e, released by former Midjourney employee Cheng Lou, has sparked heated discussion.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003ePerformance Leap:\u003c/strong\u003e The library can accurately calculate text layout dimensions without relying on the DOM, making it 500 times faster than traditional methods. @op7418 believes this is crucial for real-time UI generation in the AI era, as it solves the common flickering and layout overflow issues found in generative UIs.\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 argues that as AI becomes capable of replicating large software like Next.js at an extremely low cost, the code itself no longer serves as a moat. The key to preventing replication in the future lies in proprietary \u0026ldquo;test cases.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eAgents are the \u0026ldquo;New Demographic Dividend\u0026rdquo; for the Next 10 Years:\u003c/strong\u003e @lijigang proposes that if we view Agents as a new population, the greatest certainty of the next decade lies in how to invest heavily in this \u0026ldquo;demographic dividend.\u0026rdquo; He also points out the need to research identity authentication systems and independent monetary systems for Agents.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe \u0026ldquo;Vibe Coding\u0026rdquo; Development Paradigm:\u003c/strong\u003e @Pluvio9yte introduces a development model that moves away from getting bogged down in code logic, instead relying purely on aesthetics, intuition, and precise prompts to control the overall picture. He believes this is completely changing the productivity of independent developers.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Threat of LLMs Autonomously Discovering Vulnerabilities:\u003c/strong\u003e @Gorden_Sun cites research from Anthropic scientists indicating that next-generation models (like Mythos) are already capable of autonomously discovering and exploiting complex vulnerabilities in the Linux kernel, significantly elevating cybersecurity risks.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Truth About Products from an SEO Perspective:\u003c/strong\u003e @gefei55 presents a counter-intuitive view: a good experience doesn\u0026rsquo;t equal sales. SEO rankings sometimes favor slower-experience products that have a \u0026ldquo;longer dwell time.\u0026rdquo; He emphasizes that \u0026ldquo;done is better than perfect\u0026rdquo; and that precise traffic (SEO/SEM) is the core of international expansion.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"3-recommended-tools--resources\"\u003e\n  3. Recommended Tools \u0026amp; Resources\n  \u003ca class=\"heading-link\" href=\"#3-recommended-tools--resources\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003ch4 id=\"-productivity-tools\"\u003e\n  🛠 Productivity Tools\n  \u003ca class=\"heading-link\" href=\"#-productivity-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\u003e\u003ccode\u003elark-cli\u003c/code\u003e:\u003c/strong\u003e An AI-friendly command-line tool open-sourced by Feishu, supporting calls to its full range of office capabilities (@dotey).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ePretext\u003c/code\u003e:\u003c/strong\u003e A high-speed text measurement library, essential for front-end developers (GitHub: \u003ccode\u003echenglou/pretext\u003c/code\u003e).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ecodex-plugin-cc\u003c/code\u003e:\u003c/strong\u003e Officially from OpenAI, this tool introduces Codex review capabilities into Claude Code.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ePaddleOCR\u003c/code\u003e:\u003c/strong\u003e With more GitHub Stars than Tesseract, PP-OCRv5\u0026rsquo;s 5M parameters deliver extraction capabilities comparable to GPT-4o (@AI_Jasonyu).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-learning--research\"\u003e\n  💡 Learning \u0026amp; Research\n  \u003ca class=\"heading-link\" href=\"#-learning--research\"\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\u003eMSA (Memory Sparse Attention) Paper:\u003c/strong\u003e Proposes enabling AI with a native ultra-long memory of 100 million tokens, approaching the scale of human lifelong memory (@vista8, @zhixianio).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eClaude Code Hidden Features List:\u003c/strong\u003e @dotey has compiled 15 underrated features recommended by its creators (e.g., \u003ccode\u003e/loop\u003c/code\u003e automation, \u003ccode\u003e--teleport\u003c/code\u003e remote control, etc.).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCC-BOS Framework:\u003c/strong\u003e A paper studying how to use classical Chinese to \u0026ldquo;jailbreak\u0026rdquo; the safety guardrails of large models (@lijigang).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"-creative-flow\"\u003e\n  🎨 Creative Flow\n  \u003ca class=\"heading-link\" href=\"#-creative-flow\"\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\u003eVibe Coding Workflow:\u003c/strong\u003e \u003ccode\u003eNano Banana Pro 2\u003c/code\u003e (Visual Inspiration) + \u003ccode\u003eKling 3.0\u003c/code\u003e (Animation Injection) + \u003ccode\u003eLovable\u003c/code\u003e (AI Site Building) (@Pluvio9yte).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCapWords:\u003c/strong\u003e A uniquely creative AI tool for learning foreign languages, combining AI-powered image cutouts with situational learning (@nishuang).\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cstrong\u003eAnalyst\u0026rsquo;s Take:\u003c/strong\u003e\nToday\u0026rsquo;s trends indicate that the AI industry is shifting from a \u0026ldquo;model race\u0026rdquo; to an \u0026ldquo;interface and ecosystem race.\u0026rdquo; The return of the CLI is not a step backward but rather a high-speed highway being paved for Agents. Developers should focus on how to \u0026ldquo;CLI-ify\u0026rdquo; or \u0026ldquo;Skill-ify\u0026rdquo; their products to connect with the wave of automation driven by Claude Code and various Agents.\u003c/p\u003e\n\u003ch2 id=\"iv-watch-list-update-summary\"\u003e\n  IV. Watch List Update Summary\n  \u003ca class=\"heading-link\" href=\"#iv-watch-list-update-summary\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eTimeframe: Last 7 days; 16 sources covered; 21 updates total\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch3 id=\"y-combinator-podcast-b_introsearch\"\u003e\n  Y Combinator Podcast (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#y-combinator-podcast-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-Franois-Chollet-Is-Building-A-New-Path-To-AGI-e3h1jve\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow François Chollet Is Building A New Path To AGI\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-27 23:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - You’ve probably heard of OpenClaw (formerly Clawdbot/Moltbot).\n\u003cul\u003e\n\u003cli\u003eThe open-source AI assistant that made a splash can run on your own device, plugs into the messaging apps you already use, and goes beyond chat to actually do things—managing your email, calendar, files, workflows, and more.\u003c/li\u003e\n\u003cli\u003eNow meet the human behind it.\u003c/li\u003e\n\u003cli\u003eYC’s Raphael Schaad sits down with OpenClaw founder Peter Steinberger to talk about the \u0026lsquo;aha\u0026rsquo; moment behind the viral personal AI agent, why local-first agents could replace many of the apps we use today, and how personal agents will reshape the future of software.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eFrançois Chollet has spent years asking a different question than most of the AI world\u003c/li\u003e\n\u003cli\u003eInstead of scaling what already works, he’s trying to understand what intelligence actually is—and how to build it from first principles\u003c/li\u003e\n\u003cli\u003eIn this episode of Lightcone, he traces that path from his early work on deep learning to the creation of the ARC prize, and the launch of ARC V3, a new benchma…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eHe explains why today’s systems may be hitting limits, what recent breakthroughs really mean, and why reaching true general intelligence may require a fundament…\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/anthropics-generational-run-openai-panics-ai-moats-meta-loses-lawsuits\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAnthropic\u0026rsquo;s Generational Run, OpenAI Panics, AI Moats, Meta Loses Lawsuits\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-28 04:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Bestie intros.\n\u003cul\u003e\n\u003cli\u003e: Friedberg for Governor of California.\u003c/li\u003e\n\u003cli\u003e(2:25) Anthropic\u0026rsquo;s generational run (15:45) OpenAI: getting focused or panic mode.\u003c/li\u003e\n\u003cli\u003e(36:56) AI valuation impacts, moats, and disruption (43:58) Liquidity speaker announcements, the 100x AI moment (50:35) Two landmark socia….\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Bestie intros\u003c/li\u003e\n\u003cli\u003e: Friedberg for Governor of California\u003c/li\u003e\n\u003cli\u003e(2:25) Anthropic\u0026rsquo;s generational run\n(15:45) OpenAI: getting focused or panic mode\u003c/li\u003e\n\u003cli\u003e(36:56) AI valuation impacts, moats, and disruption\n(43:58) Liquidity speaker announcements, the 100x AI moment\n(50:35) Two landmark socia…\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/are-psychedelics-the-key-to-living-forever-ft-bryan-johnson\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eBryan Johnson: I Just Took the Most Powerful Dose of DMT in the World\u0026hellip; Here\u0026rsquo;s What It Was Like\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-26 08:10 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - The Pod by 8 Sleep cools your bed to 55°F and uses Autopilot to optimize your sleep all night.\n\u003cul\u003e\n\u003cli\u003eFollow Bryan: Follow friends: Follow X: Follow Instagram: Follow TikTok: Follow 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-1s, abundance, and human optimization (35:35) The longevity drug no one is talking about?\u003c/li\u003e\n\u003cli\u003eFollow Bryan: Follow friends: Follow X: Follow Instagram: Follow TikTok: Follow 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\u003c/ul\u003e\n\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:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lennys-podcast-a_full\"\u003e\n  Lenny\u0026rsquo;s Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#lennys-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/this-week-on-how-i-ai-how-stripe\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🎙️ This week on How I AI: How Stripe built “minions”—AI coding agents that ship 1,300 PRs per week + How to turn Claude Code into your personal life operating system\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-30 23:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: In this episode, Stripe engineer Steve Kaliski details how they built \u0026ldquo;Minions\u0026rdquo;—a cluster of AI programmers that can deliver about 1,300 Pull Requests per week, usually triggered by a single emoji in Slack.\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-to-turn-claude-code-into-your\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow to turn Claude Code into your personal life operating system | Hilary Gridley\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-30 20:04 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract:\n\u003cul\u003e\n\u003cli\u003eHilary Gridley is an entrepreneur, former product lead, and new mother who previously discussed AI for managers on the podcast.\u003c/li\u003e\n\u003cli\u003eShe returns to share her method for transforming personal productivity by using Claude Code as her primary tool for managing professional and personal life.\u003c/li\u003e\n\u003cli\u003eHilary showcases her \u0026ldquo;anti-system system\u0026rdquo;—a philosophy that prioritizes simplicity over complex setups, allowing the AI to learn preferences through observation rather than pre-configuration.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eListen or watch on YouTube, Spotify, or Apple Podcasts. What you\u0026rsquo;ll learn:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eHow to instantly capture to-dos with a simple iPhone back-tap shortcut that requires zero app switching\u003c/li\u003e\n\u003cli\u003eThe \u0026ldquo;10x Impact Framework\u0026rdquo; for deciding which tasks to automate and which to apply human effort to\u003c/li\u003e\n\u003cli\u003eHow to use Claude Code\u0026rsquo;s observation feature to build a preference file that improves over time without manual setup\u003c/li\u003e\n\u003cli\u003eWhy the \u0026ldquo;yappers API\u0026rdquo; (talking about what you\u0026rsquo;re doing while you work) eliminates the need for complex OAuth integrations\u003c/li\u003e\n\u003cli\u003eA workflow for breaking down daunting tasks into 10-minute first steps that actually get done\u003c/li\u003e\n\u003cli\u003eHow to create Claude skills by simply describing the problem instead of writing code or following a tutorial\u003c/li\u003e\n\u003cli\u003eA technique for using \u0026ldquo;recording mode\u0026rdquo; to demo workflows without exposing personal information\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eBrought to you by:\nWorkOS — Get your app enterprise-ready in minutes.\nLovable — Build apps by simply chatting with an AI.\u003c/p\u003e\n\u003cp\u003eIn this episode, we cover:\n(00:00) Introduction to Hilary Gridley\n(02:43) The opportunity cost of time as a new mom and entrepreneur\n(07:11) The anti-system philosophy\n(08:05) Demo: Planning your day with Claude Code\n(10:00) Setting up a simple iPhone task capture shortcut\n(11:48) How Claude automatically organizes reminders and learns preferences\n(16:19) Breaking down daunting tasks into manageable first steps\n(23:40) The yappers API: Talking to Claude instead of building integrations\n(25:28) Daily logging and observation mode\n(27:45) Quick recap\n(30:50) The power of screenshots\n(32:55) The 10x Impact Framework for automation decisions\n(37:51) Applying the framework to different career stages\n(39:29) Building a \u0026ldquo;skill\u0026rdquo; for recording anonymized demos\n(44:11) Building a return tracking skill from scratch\n(48:31) Building muscle memory for using AI tools\n(50:18) Where to find Hilary\u003c/p\u003e\n\u003cp\u003eReference Tools:\n• Claude Code:\n• Obsidian:\n• iPhone Shortcuts:\n• Cursor:\u003c/p\u003e\n\u003cp\u003eOther References:\n• Figma file of Hilary\u0026rsquo;s demo:\u003c/p\u003e\n\u003cp\u003eWhere to find Hilary Gridley:\nSubstack:\nWebsite:\u003c/p\u003e\n\u003cp\u003eWhere to find Claire Vo:\nChatPRD:\nWebsite:\nLinkedIn:\nX:\u003c/p\u003e\n\u003cp\u003eProduction and marketing.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWatch now | 🎙️ How a new mom and entrepreneur automates her life with Claude Code—all without complex setup. Hilary Gridley is an entrepreneur, formerly in product\u0026hellip; She returns to share how she has transformed her approach to personal productivity using Claude Code as her primary tool for managing both professional work and personal life\u0026hellip; Hilary demonstrates her \u0026ldquo;anti-system system\u0026rdquo;—a philosophy that prioritizes simplicity over complex setups, allowing the AI to learn preferences through observation\u0026hellip; i=1000758198579\u0026quot;\u0026gt;Apple Podcasts. What you\u0026rsquo;ll learn: - How to instantly capture to-dos using a simple iPhone back-tap feature\u0026hellip; How to turn Claude Code into your personal life OS | Hilary Gridley.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eHilary Gridley is an entrepreneur, former product…\u003c/li\u003e\n\u003cli\u003eShe returns to share how she\u0026rsquo;s transformed her approach to personal productivity using Claude Code as her primary tool for managing both professional work and l…\u003c/li\u003e\n\u003cli\u003eHilary demonstrates her \u0026ldquo;anti-system system\u0026rdquo;—a philosophy that prioritizes simplicity over complex setup, allowing AI to learn preferences through observa…\nWhat you’ll learn:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eHow to capture to-dos instantly using a simple iPhone back-tap…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-openclaw-changed-my-life-claire-vo\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eFrom skeptic to true believer: How OpenClaw changed my life | Claire Vo\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-29 20:31 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAbstract: - Claire Vo is the host of our sister podcast, \u0026ldquo;How I AI,\u0026rdquo; a former product lead and engineer, and the founder of an AI startup called ChatPRD.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eClaire now runs her business, podcast, and family life with the help of 9 OpenClaw agents running on multiple Mac Minis and old laptops.\u003c/li\u003e\n\u003cli\u003eIn this episode, Claire shares her journey from an OpenClaw skeptic (it deleted her family calendar the first time she tried it) to a true believer, and provides a masterclass on using AI agents in real life.\u003c/li\u003e\n\u003cli\u003eThe exact step-by-step process for installing and setting up OpenClaw (it\u0026rsquo;s easier than you think) 2.\u003c/li\u003e\n\u003cli\u003eHow to avoid the biggest OpenClaw mistakes (don\u0026rsquo;t install it on your main computer) 3.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Highlights:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eClaire Vo is the host of our sister podcast, “How I AI,” a former product executive and engineer, and founder of an AI startup called ChatPR…\u003c/li\u003e\n\u003cli\u003eClaire now runs her business, podcast, and family life with the help of nine OpenClaw agents running on multiple Mac Minis and old laptops\u003c/li\u003e\n\u003cli\u003eIn this episode, Claire shares her journey from OpenClaw skeptic (it deleted her family calendar the first time she tried it) to true believer, and gives a mast…\u003c/li\u003e\n\u003cli\u003eThe exact step-by-step process to install and set up OpenClaw (it’s easier than you think)\n2\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/community-wisdom-when-ai-velocity\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🧠 Community Wisdom: When AI velocity outpaces your product strategy, when your estimates keep slipping, one day in San Francisco, pairing Claude Code with Codex, and more\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-29 01:01 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - 👋 Hello, and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, sent every…\n\u003cul\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p….\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f….\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\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%2Fa1ca8352-9571-4b81-b041-52374176f…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-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\u003ePublished: 2026-03-25 20:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Steve Kaliski is a software engineer at Stripe, where for the past six and a half years, he has been focused on building developer tools and payment infrastructure.\n\u003cul\u003e\n\u003cli\u003eHe is part of the team that created \u0026ldquo;minions,\u0026rdquo; Stripe\u0026rsquo;s internal AI coding agents, which now send approximately 1,300 pull requests per week with minimal human intervention, apart from code review.\u003c/li\u003e\n\u003cli\u003eIn this episode, Steve demonstrates how Stripe engineers activate development work from Slack, utilize a cloud-based development environment to enable parallel agent workflows, and showcases machine-to-machine payments where an AI agent autonomously transacts 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) Steve\u0026rsquo;s Introduction (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 good for both humans and agents (11:22) Exploring the agent loop and system prompts (13:42) Why Stripe chose Goose as an agent tool (16:00) The role of Stripe\u0026rsquo;s developer productivity team (17:15) Why cloud environments unlock multi-threaded AI engineering (21:14) One-shot prompt: From Slack to a delivered PR (22:04) How Stripe handles code review 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 Highlights:\n\u003cul\u003e\n\u003cli\u003eSteve Kaliski is a software engineer at Stripe wh…\u003c/li\u003e\n\u003cli\u003eHe’s part of the team that created “minions”—Stripe’s internal AI coding agents, which now ship approximately 1,300 pull requests…\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 this episode, Steve demonstrates how Stripe engineers activate development work from Slack and leverage cloud-based development environments for parallel age…\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\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\u003eRelease Time: 2026-03-30 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Stratechery\u0026rsquo;s spring break is a bit chaotic, as my usual week-long vacation 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 an update and an interview on Wednesday and Thursday, March 25-26.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\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 Highlights:\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\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\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/so-long-to-sora/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e2026.13: So Long to Sora\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-28 01:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Welcome back to This Week in Stratechery!\n\u003cul\u003e\n\u003cli\u003eAs a reminder, every Friday, we send out an overview of the content in the Stratechery bundle; highlighted links are free for everyone.\u003c/li\u003e\n\u003cli\u003eAdditionally, you have full control over the content we send you.\u003c/li\u003e\n\u003cli\u003eWith that said, here are some of our favorites from this week.\u003c/li\u003e\n\u003cli\u003eSora, 2025-2026.** AI Sam came, AI Sam saw, AI Sam stole those GPUs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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; hig…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/an-interview-with-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\u003eRelease Time: 2026-03-26 18:06 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Listen to this article: Good morning, this week\u0026rsquo;s Stratechery interview is with Arm CEO Rene Haas, whom I previously spoke with in January 2024. He recently made a major announcement during Arm\u0026rsquo;s first independent keynote: the long-standing IP licensing company is undergoing a huge shift in its business model and is selling its own chips for the first time.\n\u003cul\u003e\n\u003cli\u003eWe delve deep into this decision in the interview, covering the keynote\u0026rsquo;s metadata, Arm\u0026rsquo;s history, and how the company has evolved, especially under Haas\u0026rsquo;s leadership.\u003c/li\u003e\n\u003cli\u003eThen we get into why CPUs are important for AI and how Arm\u0026rsquo;s CPUs compare to those from Nvidia, x86, and other custom Arm chips.\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\u003cli\u003eAs a reminder, all Stratechery content (including interviews) is available as a podcast; click the link at the top of this email to add Stratechery to your podcast player.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eListen to this post:\u003c/p\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\u003ePublication Time: 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\u003eThis is a huge change compared to Arm\u0026rsquo;s history, but it\u0026rsquo;s not surprising given how computing is evolving.\u003c/li\u003e\n\u003cli\u003eArm is selling its own chips, not just licensing IP. This is a big change compared to Arm\u0026rsquo;s history, but it\u0026rsquo;s not surprising given how computing is evolving.\u003c/li\u003e\n\u003cli\u003eArm is launching its own CPU, Arm\u0026rsquo;s motivations, constraints, and systems.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\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/helping-disaster-response-teams-asia\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHelping disaster response teams turn AI into action across Asia\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-30 06:15 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: Today in Bangkok, in partnership with the Gates Foundation, the Asian Disaster Preparedness Center, and DataKind, we convened 50 disaster management experts from South and Southeast Asia to discuss how AI can accelerate the response efficiency of governments and non-profit organizations in times of crisis.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eAI for Disaster Response in Asia: OpenAI Workshop with Gates Foundation\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/stadler\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eSTADLER reshapes knowledge work at a 230-year-old company\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-28 06:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - STADLER is a family-owned business with over 230 years of history, specializing in providing automated waste sorting plants for the global recycling industry.\n\u003cul\u003e\n\u003cli\u003eThe company has over 650 employees worldwide and plays a key role in helping countries advance their sustainable development and circular economy goals.\u003c/li\u003e\n\u003cli\u003eUnder the leadership of co-CEO Julia Stadler, the company has adopted a forward-looking approach to modernization—embedding artificial intelligence as a core productivity layer in daily work.\u003c/li\u003e\n\u003cli\u003eSince 2023, STADLER has followed a clear principle: every employee working on a computer should use AI to improve speed, quality, and collaboration.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eLearn how STADLER uses ChatGPT to transform knowledge work, saving time and accelerating productivity across 650 employees.\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/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\u003ePublication Time: 2026-03-25 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: This article explores how OpenAI\u0026rsquo;s Model Spec serves as a public framework for guiding model behavior, balancing safety, user freedom, and accountability as AI systems continue to evolve.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\u003ePublication Time: 2026-03-25 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI is launching a security bug bounty program to identify AI abuse and security risks, including agent vulnerabilities, prompt injections, and data leakage.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the introduction of the OpenAI Safety Bug Bounty program is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing its launch, the OpenAI Safety Bug Bounty program also has practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eOpenAI launches a Safety Bug Bounty program to identify AI abuse and safety risks, including agentic vulnerabilities, prompt injection, and data exfiltration.\u003c/p\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 improves accuracy and reduces latency, making voice interactions smoother, more natural, and more 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 the founders, operators, and investors of 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 Key Points:\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 researches the risks of harmful manipulation by AI in fields like finance and health, leading to the creation of 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 artificial intelligence and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also brings practical implications for founders, operators, and investors after protecting people from harmful manipulation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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\u003ePublication Time: 2026-03-26 00:01 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Introducing Lyria 3 Pro, which unlocks longer tracks through structural awareness.\n\u003cul\u003e\n\u003cli\u003eWe are also introducing Lyria to more Google products and interfaces.\u003c/li\u003e\n\u003cli\u003eIntroducing Lyria 3 Pro, which unlocks longer tracks through structural awareness. We are also introducing Lyria to more Google products and interfaces.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\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=Io_GqmbNBbY\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eDeepMind’s New AI Just Changed Science Forever\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-28 00:00 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 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 paper is available here:\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://arxiv.org/abs/2602.10177\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://arxiv.org/abs/2602.10177\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://www.youtube.com/watch\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.youtube.com/watch\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=XL5bq8DRn64\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe Algorithm That Made Me Cry\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eRelease Time: 2026-03-26 23:47 Beijing Time\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary:\u003c/p\u003e\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\u003eSong only version: \u003ca href=\"https://www.youtube.com/watch\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.youtube.com/watch\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n","description":"Today\u0026rsquo;s AI industry focus is on the transformative leap in Agent closed-loop capabilities. Stripe revealed its AI programmer cluster delivers 1,300 PRs weekly, marking the entry of intelligent agents into large-scale engineering practice; meanwhile, the CLI interface is becoming the standard operating interface for Agents. At the model level, Alibaba released the Qwen 3.5-Omni series to enhance real-time multimodal interaction, while Stanford\u0026rsquo;s Meta-Harness framework drives the recursive evolution of AI agents\u0026rsquo; self-optimizing code."}