{"title":"AI Daily | Jensen Huang on Inference Explosion and Physical AI, OpenClaw Reveals Agent Interaction Dilemma","url":"/en/ai-daily/ai-daily-2026-03-20/","date":"2026-03-20","type":"ai-daily","content":"\u003ch1 id=\"ai-daily--jensen-huang-on-the-inference-explosion-and-physical-ai-openclaw-reveals-agent-interaction-dilemma\"\u003e\n  AI Daily | Jensen Huang on the Inference Explosion and Physical AI, OpenClaw Reveals Agent Interaction Dilemma\n  \u003ca class=\"heading-link\" href=\"#ai-daily--jensen-huang-on-the-inference-explosion-and-physical-ai-openclaw-reveals-agent-interaction-dilemma\"\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\u003eIn a recent interview, Jensen Huang pointed out that the \u0026ldquo;inference explosion\u0026rdquo; and \u0026ldquo;physical AI\u0026rdquo; will become the core driving forces of the next phase. Nvidia is deepening the digitalization of the physical world through strategic positioning. Meanwhile, the rise of the open-source project OpenClaw has exposed the compatibility challenges of the existing internet architecture for AI Agents. On a technical level, RL Tokens released by Physical Intelligence have significantly improved the learning efficiency of embodied intelligence, while the release of OpenGauss marks new progress for AI in the field of automated mathematical reasoning.\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 All-In Podcast episode \u0026ldquo;Jensen Huang LIVE: Nvidia\u0026rsquo;s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis\u0026rdquo; is worth prioritizing. Key points include:\u003c/li\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 (8:53) Decisions of the world\u0026rsquo;s most valuable company (10:47) The $50T opportunity in Physical AI\u0026hellip;\u003c/li\u003e\n\u003cli\u003eThis article from the All-In Podcast explains\u0026hellip;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 23 key updates have been captured in the last 7 days. You can choose 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;Netanyahu Dispels Death Rumors Amid Iran Strikes with U.S.\u0026rdquo; is trending (approximately 48,000 related posts) and can serve as an entry point for understanding global AI public opinion and viewpoints.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2 id=\"ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n  II. AI Hot Topics on X (Based on bird)\n  \u003ca class=\"heading-link\" href=\"#ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003ch3 id=\"topic-1-netanyahu-dispels-death-rumors-amid-iran-strikes-with-us\"\u003e\n  Topic 1: Netanyahu Dispels Death Rumors Amid Iran Strikes with U.S.\n  \u003ca class=\"heading-link\" href=\"#topic-1-netanyahu-dispels-death-rumors-amid-iran-strikes-with-us\"\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 6 hours ago, ~48,000 related posts\u003c/li\u003e\n\u003cli\u003eWhat it is: Against the backdrop of Iranian strikes, Israeli Prime Minister Netanyahu publicly dispelled death rumors, sparking conversations about information authenticity and the role of AI in information dissemination.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This event highlights AI\u0026rsquo;s potential as a tool for spreading information (including misinformation) during crises, as well as its crucial role and challenges in fact-checking, deepfake detection, and content moderation. It underscores the double-edged sword effect of AI technology in maintaining the integrity of the information ecosystem.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion on X primarily revolves around whether AI was involved in generating or spreading the rumors (e.g., through AI-generated content or automated dissemination) and the effectiveness and limitations of AI in addressing such misinformation challenges. The focus is on how to leverage AI technology to combat false information while being wary of the risk of its misuse exacerbating information warfare.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-vibe-coding-divides-developers-on-ais-role-in-building-software\"\u003e\n  Topic 2: Vibe Coding Divides Developers on AI\u0026rsquo;s Role in Building Software\n  \u003ca class=\"heading-link\" href=\"#topic-2-vibe-coding-divides-developers-on-ais-role-in-building-software\"\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 2 hours ago, ~69 related posts\u003c/li\u003e\n\u003cli\u003eWhat it is: A new concept called \u0026ldquo;Vibe Coding\u0026rdquo; has sparked widespread debate in the developer community about the role of AI in software development.\u003c/li\u003e\n\u003cli\u003eWhy it matters: It directly addresses how AI is reshaping software development processes, changing the role of developers, and the relationship between AI and human creativity in programming—both collaborative and substitutive. This is significant for defining AI\u0026rsquo;s future position in the engineering field.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The debate centers on whether \u0026ldquo;Vibe Coding\u0026rdquo; can genuinely improve development efficiency and lower the barrier to entry for programming, or if it will weaken developers\u0026rsquo; core skills, impact code quality, or stifle the artistry of programming. Developers hold polarized views on the matter.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-f-35-hit-by-iranian-fire-forces-emergency-landing\"\u003e\n  Topic 3: F-35 Hit by Iranian Fire Forces Emergency Landing\n  \u003ca class=\"heading-link\" href=\"#topic-3-f-35-hit-by-iranian-fire-forces-emergency-landing\"\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 2 hours ago, ~56,000 related posts\u003c/li\u003e\n\u003cli\u003eWhat it is: A U.S. F-35 fighter jet was reportedly hit by Iranian ground fire while on a mission over Iran, subsequently making an emergency landing at a base in the Middle East. The pilot is safe.\u003c/li\u003e\n\u003cli\u003eWhy it matters: For the AI field, this incident highlights the critical role of AI in enhancing battlefield situational awareness, developing anti-stealth technology, and optimizing emergency procedures for damaged aircraft. It could accelerate the research, development, and deployment of related AI technologies in the military sector.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion on the X platform mainly revolves around the authenticity of the event and its causes. Some sources (like CNN, U.S. Central Command) confirmed that an F-35 was hit by Iranian fire and made an emergency landing, emphasizing this as the first time an American aircraft was hit by Iran in the current conflict. However, other views question the event\u0026rsquo;s authenticity, suggesting the Iranian claims are unverified propaganda and that U.S. officials have not explicitly confirmed it was enemy fire, stating only that the \u0026ldquo;incident is under investigation.\u0026rdquo; Furthermore, if true, the discussion also focuses on the effectiveness of the F-35\u0026rsquo;s stealth capabilities against advanced defense systems and the potential impact this could have on future air combat strategies.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-trump-references-pearl-harbor-in-meeting-with-japanese-prime-minister\"\u003e\n  Topic 4: Trump References Pearl Harbor in Meeting with Japanese Prime Minister\n  \u003ca class=\"heading-link\" href=\"#topic-4-trump-references-pearl-harbor-in-meeting-with-japanese-prime-minister\"\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\u003eSummary: Trending for: 1 day ago, Related posts: 637,000\u003c/li\u003e\n\u003cli\u003eWhat happened: Trump mentioned the Pearl Harbor incident during a meeting with the Japanese Prime Minister.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This political statement and the geopolitical discussions it sparked could indirectly affect international cooperation, technological exchange, and the regulatory environment in the AI field. Meanwhile, AI technology plays a significant role in analyzing public opinion and information dissemination for such political events.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X primarily revolve around the diplomatic appropriateness of Trump\u0026rsquo;s remark, its impact on the U.S.-Japan alliance, the political intentions behind it, and whether citing historical events in modern diplomacy is appropriate.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-physical-intelligence-unveils-rl-tokens-for-rapid-robot-skill-learning\"\u003e\n  Topic 5: Physical Intelligence Unveils RL Tokens for Rapid Robot Skill Learning\n  \u003ca class=\"heading-link\" href=\"#topic-5-physical-intelligence-unveils-rl-tokens-for-rapid-robot-skill-learning\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eSummary: Trending for: 2 hours ago, Related posts: 133\u003c/li\u003e\n\u003cli\u003eWhat happened: Physical Intelligence announced the release of RL Tokens, designed to significantly accelerate the learning process for robot skills.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This technology is expected to significantly improve the efficiency of robot learning and lower the development barrier, thereby accelerating the application and popularization of embodied AI in the real world. It represents a key step in advancing robot autonomy and versatility.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion mainly centers on the practical effectiveness and generalization capabilities of RL Tokens, as well as comparisons with existing robot learning methods. The focus is on whether it can truly solve the pain point of inefficient robot skill acquisition and the potential impact of this technology on the fields of embodied intelligence and industrial automation. Others are also paying attention to its technical details, cost, and robustness in complex real-world environments.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-math-inc-unveils-opengauss-for-ai-math-proofs-at-darpa-event\"\u003e\n  Topic 6: Math, Inc. Unveils OpenGauss for AI Math Proofs at DARPA Event\n  \u003ca class=\"heading-link\" href=\"#topic-6-math-inc-unveils-opengauss-for-ai-math-proofs-at-darpa-event\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eSummary: Trending for: 2 hours ago, Related posts: 315\u003c/li\u003e\n\u003cli\u003eWhat happened: Math, Inc. unveiled OpenGauss, a tool specifically designed for AI mathematical proofs, at a DARPA event.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This move marks a significant advancement for AI in the fields of automated mathematical reasoning and formal verification. It has the potential to enhance the logical capabilities of AI and accelerate scientific discovery. DARPA\u0026rsquo;s involvement also highlights its strategic value.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X focus on OpenGauss\u0026rsquo;s actual proof capabilities, the AI technology behind it, comparisons with existing theorem provers, its potential impact on mathematical research, and its open-source nature and future development direction.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-7-champions-league-quarter-finals-pit-bayern-against-real-madrid-and-more-blockbuster-ties\"\u003e\n  Topic 7: Champions League Quarter-Finals Pit Bayern Against Real Madrid and More Blockbuster Ties\n  \u003ca class=\"heading-link\" href=\"#topic-7-champions-league-quarter-finals-pit-bayern-against-real-madrid-and-more-blockbuster-ties\"\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\u003eSummary: Trending for: 2 days ago, Related posts: 211,000\u003c/li\u003e\n\u003cli\u003eWhat happened: The draw for the UEFA Champions League quarter-finals has been announced, featuring blockbuster matchups such as Bayern vs. Real Madrid.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Although the topic itself is a sporting event, as a top-tier global competition, it generates a massive amount of data (such as match statistics, player performance, and fan interactions). This data serves as a crucial training ground and application scenario for AI models in sports data analysis, match prediction, content generation, and personalized recommendations.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on the X platform are mainly focused on analyzing the strengths and weaknesses of the draw for each team, predicting their prospects for advancement, highlighting key matchups (like Bayern vs. Real Madrid), and fervent predictions and expectations from fans regarding the match outcomes.\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 discourse centers on the rapid expansion of AI technology into practical applications and specialized domains, showing that AI is deeply penetrating complex areas like military, scientific research, and embodied intelligence, moving beyond its role as a general-purpose tool. The industry consensus is that AI significantly lowers the barrier for complex tasks and raises the ceiling for logical reasoning. However, in fields like software development, there is a clear division of opinion on whether the new AI paradigm enhances creativity or leads to the degradation of professional skills. Particularly in the context of international conflicts, the \u0026ldquo;double-edged sword\u0026rdquo; effect of AI in information verification and disinformation has sparked widespread concern. The use of AI to manipulate public opinion and intensify information warfare has become the most pressing potential risk.\u003c/p\u003e\n\u003ch2 id=\"iii-influencer-insights\"\u003e\n  III. Influencer Insights\n  \u003ca class=\"heading-link\" href=\"#iii-influencer-insights\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eNo influencer tweet updates were available today, or the bird CLI failed to fetch them.\u003c/p\u003e\n\u003c/blockquote\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; Coverage: 16 sources; Total updates: 23\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/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\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - Yoko 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, permissions, and security work on the internet.\u003c/p\u003e\n\u003cul\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 consumer sites like DoorDash and Amazon aren\u0026rsquo;t motivated 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 here, including articles, projects, and more podcasts.\u003c/li\u003e\n\u003cli\u003ePlease note that the content here is for informational purposes only; it should not be taken as legal, business, tax, or investment advice or used to evaluate any investment or security; and it is not directed at any investors or potential investors in any a16z fund.\u003c/li\u003e\n\u003cli\u003ea16z and its affiliates may maintain investments in the companies discussed.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://ai-a16z.simplecast.com/episodes/whats-missing-between-llms-and-agi-vishal-misra-martin-casado-fr0HSPWZ\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eWhat\u0026rsquo;s Missing Between LLMs and AGI - Vishal Misra \u0026amp; Martin Casado\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-17 19:05 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - Vishal Misra returns to explain his latest research on how LLMs actually work under the hood.\n\u003cul\u003e\n\u003cli\u003eHe shows through experiments that transformers update their predictions in a precise, mathematically predictable way as they process new information, explains why this still doesn\u0026rsquo;t mean they are conscious, and describes what\u0026rsquo;s actually needed for AGI: the ability to continue learning after training and a shift from pattern matching to understanding causality.\u003c/li\u003e\n\u003cli\u003eResources: Follow Vishal Misra on X: Follow Martin Casado on X: See everything a16z is doing with AI here, including articles, projects, and more podcasts.\u003c/li\u003e\n\u003cli\u003ePlease note that the content here is for informational purposes only; it should not be taken as legal, business, tax, or investment advice or used to evaluate any investment or security; and it is not directed at any investors or potential investors in any a16z fund.\u003c/li\u003e\n\u003cli\u003ea16z and its affiliates may maintain investments in the companies discussed.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eVishal Misra returns to explain his latest research on how LLMs actually work under the hood\u003c/li\u003e\n\u003cli\u003eHe walks through experiments showing that transformers update their predictions in a precise, mathematically predictable way as they process new information, ex…\u003c/li\u003e\n\u003cli\u003eResources:\u003c/li\u003e\n\u003cli\u003eFollow Vishal Misra on X: \u003ca href=\"https://x.com/vishalmisra\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://x.com/vishalmisra\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=\"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/Building-A-Global-AI-Startup-From-India-e3gg2in\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eBuilding A Global AI Startup From India\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-16 22:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - You may have already heard of OpenClaw (formerly known as Clawdbot/Moltbot).\n\u003cul\u003e\n\u003cli\u003eThe open-source AI assistant making waves can run on your own devices, connect with the messaging apps you already use, and goes beyond chat to actually perform tasks like managing your email, calendar, files, workflows, and more.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eNow meet the person behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sits down with Peter Steinberger, founder of OpenClaw, to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents will reshape the future of software.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eIn this episode of The Lightcone, we talk with Mukund and Madhav Jha, the founders of Emergent - an AI platform that lets anyone build and ship production-re…\u003c/li\u003e\n\u003cli\u003eIn just eight months, users have created more than 7 million apps on Emergent, with the number doubling in just the last 45 days\u003c/li\u003e\n\u003cli\u003eWe discuss how they built one of the most powerful AI coding agents, why they focused on non-technical users and what it\u0026rsquo;s like building in India for a global a…\u003c/li\u003e\n\u003cli\u003e01:18 - Founder Backstory\n02:09 - From AI Testing to General Coding Agents\n02:52 - Getting Ahead of the Market\n04:18 - The Pivot to Non…\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/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\u003ePublished: 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….\u003c/li\u003e\n\u003cli\u003eThis piece 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\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://allinchamathjason.libsyn.com/john-fetterman-the-rogue-democrat-who-broke-party-ranks\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJohn Fetterman: The Rogue Democrat Who Broke Party Ranks\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-18 19:35 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (0:00) David Friedberg welcomes Senator John Fetterman; SAVE Act thoughts (1:08) The broken Democratic Party: TDS, what he stands for, why the party c\u0026hellip;.\n\u003cul\u003e\n\u003cli\u003eFetterman: Follow the besties: http….\u003c/li\u003e\n\u003cli\u003eThis piece from the All-In Podcast explains how John Fetterman: The Rogue Democrat Who Broke Party Ranks is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) David Friedberg welcomes Senator John Fetterman; SAVE Act thoughts\n(1:08) The broken Democratic Party: TDS, what he stands for, why the party c…\u003c/li\u003e\n\u003cli\u003eFetterman:\n\u003ca href=\"https://x.com/SenFettermanPA\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://x.com/SenFettermanPA\u003c/a\u003e\nFollow the besties:\nhttp…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://allinchamathjason.libsyn.com/travis-kalanick-michael-dell-live-from-austin-texas\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eTravis Kalanick \u0026amp; Michael Dell Live from Austin, Texas\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-17 12:11 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Discover what executives are saying about AI transformation in the latest AI Pulse Survey.\n\u003cul\u003e\n\u003cli\u003eForge Global: We are proud to introduce Forge Global\u0026rsquo;s partners, who are helping the world\u0026rsquo;s most innovative private companies and their teams achieve #liquidcourage on their own terms.\u003c/li\u003e\n\u003cli\u003eLearn more here: De\u0026rsquo;Longhi Athena Polymarket (0:00) Travis Kalanick: Officially exiting stealth mode, what he\u0026rsquo;s been working on (5:52) How to automate the physical world, markets to go after (11:00) Return to self-driving: Tesla, Waymo, and the self-driving race (16:17) Leaving Los Angeles for Austin, the decline of truth and justice in California (25:51) Actuators, robotic hands, \u0026ldquo;capital as a weapon,\u0026rdquo; and Middle Eastern sovereign wealth funds affected by the war in Iran (36:00) Michael Dell: From a dorm room to $140B in annual revenue, and why Texas attracts founders (43:46) Dell\u0026rsquo;s $50B bet on AI infrastructure (1:03:50) Investing in America: Michael Dell\u0026rsquo;s $6.25B gift - a 401k for 25 million children. This podcast was recorded live from the Austin Arena lobby in Texas.\u003c/li\u003e\n\u003cli\u003eLearn more here: De\u0026rsquo;Longhi Athena Polymarket (0:00) Travis Kalanick: Officially exiting stealth mode, what he\u0026rsquo;s been working on (5:52) How to automate the physical world, markets to go after\u0026hellip;: EY: Austin vibes meet AI innovation. Thanks to EY for co‑hosting with us at #SXSW.\u003c/li\u003e\n\u003cli\u003e\u0026lt;a href=\u0026quot;\u0026hellip; Travis Kalanick and Michael Dell live from Austin, Texas.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Travis Kalanick: Officially exiting stealth mode, what he\u0026rsquo;s been working on\n(5:52) How to automate the physical world, markets to go after\n…\u003c/li\u003e\n\u003cli\u003e:\nEY:\nAustin vibes meet AI innovation\u003c/li\u003e\n\u003cli\u003eThanks to EY for co‑hosting with us at #SXSW.\nDiscover what executives are saying about AI transformation in the latest AI Pulse Survey.\n\u0026lt;a href=\u0026quot;…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lennys-podcast-a_full\"\u003e\n  Lenny\u0026rsquo;s Podcast （A_full）\n  \u003ca class=\"heading-link\" href=\"#lennys-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-i-built-lennyrpg-f85\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow I built LennyRPG\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-18 23:27 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026quot;.\n\u003cul\u003e\n\u003cli\u003e，f_auto，q_auto：好，fl_progressive：陡峭/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49571_3016x3016.p….\u003c/li\u003e\n\u003cli\u003e，w_1456，c_limit，f_auto，q_auto：好，fl_progressive：陡峭/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49….\u003c/li\u003e\n\u003cli\u003eIn this episode, Ben details his six-step workflow from sketch to shipping a game, including the tools, tips, and decisions for each stage\u0026hellip;.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026ldquo;\u003ca href=\"https://substackcdn.com/image/fetch/$s\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://substackcdn.com/image/fetch/$s\u003c/a\u003e_\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49571_3016x3016.p…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIn this episode, Ben walks through the exact six-step workflow he used to go from sketch to shipped game, including the tools, prompts, and decisions at every s…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-i-built-lennyrpg\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow I built LennyRPG\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublish Time: 2026-03-17 20:46 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - 👋 Each week, I answer reader questions about building products, driving growth, and accelerating your career.\n\u003cul\u003e\n\u003cli\u003eA few months ago, I shared all my podcast transcripts on social media on a whim, and wow, you all found incredibly creative ways to use that data: parenting wisdom rooted in PM advice, user research scripts, anti-memes, infographics per episode, a \u0026ldquo;Learn from Lenny\u0026rdquo; Twitter bot, and at least 50 other amazing projects.\u003c/li\u003e\n\u003cli\u003eBut my favorite project was by Ben Shih, a non-technical product designer at Miro, who created LennyRPG.\u003c/li\u003e\n\u003cli\u003eI asked Ben to share the step-by-step journey behind this incredibly fun, video game-inspired project—how he built it and what he learned.\u003c/li\u003e\n\u003cli\u003eTo make more flowers bloom, today I’m releasing my entire newsletter archive (and my podcast transcripts) in AI-friendly Markdown files.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e👋 Each 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\u003cli\u003e\u0026ldquo;\u0026gt; Subscribe now\nP.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://www.lennysnewsletter.com/p/this-week-on-how-i-ai-from-figma\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🎙️ This week on How I AI: From Figma to Claude Code and back \u0026amp; From journalist to iOS developer\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublish Time: 2026-03-16 23:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - From Figma to Claude Code and back brought to you by Optimizely — the AI agent orchestration platform for marketing and digital teams. Gui Seiz (Designer) and Alex Kern (Engineer) from Figma demonstrate how to pull a live interface from production, staging, or localhost into Figma, convert it into an editable design frame, collaboratively explore variations, and push changes back into code using Claude Code and MCP — creating a continuous design↔code loop.\n\u003cul\u003e\n\u003cli\u003eListen now on YouTube | Spotify | Apple Podcasts Key takeaways: - Design handoff is dead, replaced by continuous sync.\u003c/li\u003e\n\u003cli\u003eDesigners don\u0026rsquo;t have to create comprehensive design packages and document every state, AI enables a bidirectional flow between Figma and code.\u003c/li\u003e\n\u003cli\u003ePull production code into Figma to see what actually exists, make changes in Figma, then push those changes directly back into code.\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eDirect manipulation still beats precise prompting.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2\u0026rdquo; href=\u0026ldquo;\u003ca href=\"https://substackcdn.com/image/fetch/$s\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://substackcdn.com/image/fetch/$s\u003c/a\u003e_\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62879f2b-76f1-4b6e-bc88-eceb5c0f1250_1600x114.pn…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/from-journalist-to-ios-developer\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eFrom journalist to iOS developer: How LinkedIn’s editor builds with Claude Code | Daniel Roth\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-16 20:04 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Daniel Roth, Editor in Chief at LinkedIn, went from business writer to iOS app developer without ever learning how to code.\n\u003cul\u003e\n\u003cli\u003eDaniel built multiple production-ready iOS apps with Claude Code and shipped them to the App Store, including Commutely, a personalized train tracking app for New York commuters.\u003c/li\u003e\n\u003cli\u003eListen or watch on YouTube, Spotify, or Apple Podcasts. What you will learn: - How to set up a dual-agent Claude Code system (builder + reviewer) - Why being a \u0026ldquo;picky client\u0026rdquo; is the right mindset for non-technical builders - How Daniel prioritizes features using AI-ranked impact.\u003c/li\u003e\n\u003cli\u003eBuild time - Why saving everything as Markdown files creates long-term context - The importance of branch-based development, even when AI writes the code - How Daniel shipped to the App Store without formal engineering experience - His \u0026ldquo;What the hell did I get wrong?\u0026rdquo; Copilot workflow at the end of the day.\u003c/li\u003e\n\u003cli\u003eBrought to you by: WorkOS — Get your app enterprise-ready in minutes. Vanta — Automate compliance and streamline security.\u003c/li\u003e\n\u003cli\u003eIn this episode, we cover: (00:00) Introduction to Daniel Roth (02:46) Overview of Daniel\u0026rsquo;s AI development workflow (05:56) Prioritizing feature ideas with Claude (08:58) Building vs.\u003c/li\u003e\n\u003cli\u003eMarketing (09:47) Creating a retention plan for his app (10:38) Introducing Bob the builder and Ray the reviewer (13:50) How Bob and Ray build features together (14:37) Why Daniel focuses on learning the process (16:34) The importance of using branches for development (17:39) Managing AI agents like a team (21:12) Navigating the App Store (23:06) Being a \u0026ldquo;picky client\u0026rdquo; instead of a PM (25:00) Testing in Xcode and shipping to the App Store (28:14) Quick review (30:00) Creating terminal aliases with Claude (31:38) Demo of his Commutely app (32:10) Managing work responsibilities with Copilot (35:05) How Daniel talks to AI.\u003c/li\u003e\n\u003cli\u003eTools referenced: • Claude: • Claude Code: • Cursor: • Xcode: • Canva: • Microsoft Copilot: • Terminal: • Obsidian:\u003c/li\u003e\n\u003cli\u003eOther references: • Commutely (iOS app):\u003c/li\u003e\n\u003cli\u003eWhere to find Daniel Roth: LinkedIn: Newsletter:\u003c/li\u003e\n\u003cli\u003eWhere 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\u003eDaniel Roth, editor in chief at LinkedIn, went fr…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUsing Claude Code, Daniel built and shipped multiple production-ready iOS apps to the App Store, including Commutely, a personalized train-tracking app for New…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ei=1000755560615\u0026rdquo;\u0026gt;Apple Podcasts\nWhat you’ll learn:\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eHow to set up a dual-agent Claude Code system (builder + revie…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ebuild time\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhy saving everything as Markdown files creates long-term context\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThe importance of branch-based development—even…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/the-tactical-playbook-for-getting-more-comp\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe tactical playbook for getting 20-40% more comp (without sounding greedy) | Jacob Warwick (Executive Negotiator)\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Date: 2026-03-15 20:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Jacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages.\n\u003cul\u003e\n\u003cli\u003eHe has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensation.\u003c/li\u003e\n\u003cli\u003eHis approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.\u003c/li\u003e\n\u003cli\u003eWhy a simple “What’s the chance there’s a little more here?” often unlocks a 20% raise 2.\u003c/li\u003e\n\u003cli\u003eWhy Jacob believes the average change is 40% when negotiations go well 3.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eJacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages\u003c/li\u003e\n\u003cli\u003eHe has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensatio…\u003c/li\u003e\n\u003cli\u003eHis approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.\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\u003e\u0026lt;st…\n- Why a simple “What’s the chance there’s a little more here\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/community-wisdom-getting-a-skeptical\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🧠 Community Wisdom: Getting a skeptical CTO to adopt AI coding tools, staying after losing faith in the founder, Claude skills for designers, making the most of a jack-of-all-trades role, and more\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Date: 20- Using Claude Code, Daniel built and shipped multiple production-ready iOS apps to the App Store, including Commutely, a personalized train-tracking app for New…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ei=1000755560615\u0026rdquo;\u0026gt;Apple Podcasts\nWhat you’ll learn:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eHow to set up a dual-agent Claude Code system (builder + revie…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ebuild time\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eWhy saving everything as Markdown files creates long-term context\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThe importance of branch-based development—even…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/the-tactical-playbook-for-getting-more-comp\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe tactical playbook for getting 20-40% more comp (without sounding greedy) | Jacob Warwick (Executive Negotiator)\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-15 20:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary:\n\u003cul\u003e\n\u003cli\u003eJacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages.\u003c/li\u003e\n\u003cli\u003eHe has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensation.\u003c/li\u003e\n\u003cli\u003eHis approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.\u003c/li\u003e\n\u003cli\u003eWhy a simple “What’s the chance there’s a little more here?” often unlocks a 20% increase 2.\u003c/li\u003e\n\u003cli\u003eWhy Jacob believes the average change is 40% when negotiations go well 3.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eJacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages\u003c/li\u003e\n\u003cli\u003eHe has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensatio…\u003c/li\u003e\n\u003cli\u003eHis approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.\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\u003e\u0026lt;st…\n- Why a simple “What’s the chance there’s a little more here\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/community-wisdom-getting-a-skeptical\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e🧠 Community Wisdom: Getting a skeptical CTO to adopt AI coding tools, staying after losing faith in the founder, Claude skills for designers, making the most of a jack-of-all-trades role, and more\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-15 01:43 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary:\n\u003cul\u003e\n\u003cli\u003e👋 Hello, and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, sent 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,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….\n\u003cul\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\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"stratechery-by-ben-thompson-a_full\"\u003e\n  Stratechery by Ben Thompson (A_full)\n  \u003ca class=\"heading-link\" href=\"#stratechery-by-ben-thompson-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/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\u003ePublication time: 2026-03-19 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Stratechery is on a bit of a disjointed Spring Break, 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 an Update and 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/jensen-huang-and-andy-grove-groq-lpus-and-vera-cpus-hotel-california/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJensen Huang and Andy Grove, Groq LPUs and Vera CPUs, Hotel California\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication time: 2026-03-18 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - GTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU.\n\u003cul\u003e\n\u003cli\u003eThe motivation is to serve all needs and keep all customers.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month* or *\u003cstrong\u003e$150\u003c/strong\u003e/year.\u003c/li\u003e\n\u003cli\u003eSubstantive analysis of the day\u0026rsquo;s news via three weekly emails or a podcast.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eStrategy Interview\u003c/strong\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eGTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU\u003c/li\u003e\n\u003cli\u003eThe motivation is serve all needs and keep all customers.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/an-interview-with-nvidia-ceo-jensen-huang-about-accelerated-computing/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAn Interview with Nvidia CEO Jensen Huang About Accelerated Computing\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication time: 2026-03-17 18:00 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - Listen to this article: Good morning, this week\u0026rsquo;s Stratechery Interview is coming at the beginning of the week because I had the opportunity to speak face-to-face with Nvidia CEO Jensen Huang at the end of of his GTC 2026 keynote yesterday in San Jose.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eI have spoken with Huang four previous times, in May 2025, March 2023, September 2022, and March 2022.\u003c/li\u003e\n\u003cli\u003eIn this interview, we talk about a keynote that was a bit of a history lesson, how the company still feels small despite being the most valuable in the world, and what has changed in AI over the last year.\u003c/li\u003e\n\u003cli\u003eWe then discuss some of the announcements that might feel like a change in approach (though Huang disagrees), including Nvidia\u0026rsquo;s burgeoning CPU business and the Groq acquisition.\u003c/li\u003e\n\u003cli\u003eFinally, we discuss scarcity in the AI stack and what it means for Nvidia, the China question, and Huang’s frustration with doomers and their influence in Washington.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eListen to this post:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/agents-over-bubbles/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAgents Over Bubbles\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-16 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Listen to this article: Log in to listen. There is a strange paradox to making predictions about AI: on the one hand, you don’t want to be the person who completely dismisses the most dire doomsday scenarios; who wants to be found out as foolishly optimistic?\n\u003cul\u003e\n\u003cli\u003eAt the same time, there is also the pressure to believe that we may be in a bubble, and that all of this hype and spending will come to naught.\u003c/li\u003e\n\u003cli\u003eWhile I push back on the former, I’m very much in agreement with the latter, and would argue that bubbles can be a good thing.\u003c/li\u003e\n\u003cli\u003eAnd yet, on the morning of Nvidia’s GTC in March 2026, I have come to a different conclusion: I don’t think we are in a bubble (which is, paradoxically, perhaps the surest evidence we are).\u003c/li\u003e\n\u003cli\u003eThe LLM Paradigm Over the last couple of weeks, first in the context of Nvidia’s earnings, and then last week in the context of Oracle, I have talked about three LLM inflection points.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\n\u003cdiv class=\"wp-block-group wp-block-passport-podcast-player-logged-out-view has-border-color has-global-padding is-layout-constrained wp-container-core-group-is…\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"openai-blog-a_full\"\u003e\n  OpenAI Blog (A_full)\n  \u003ca class=\"heading-link\" href=\"#openai-blog-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\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\u003ePublished: 2026-03-19 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - AI systems are beginning to act with greater autonomy in real-world environments at scale.\n\u003cul\u003e\n\u003cli\u003eAs their capabilities improve, they are able to take on increasingly complex, high-impact tasks and interact with tools, systems, and workflows in ways that resemble a human collaborator.\u003c/li\u003e\n\u003cli\u003eA core part of OpenAI\u0026rsquo;s mission is to help the world responsibly transition to AGI.\u003c/li\u003e\n\u003cli\u003eThis means not only building powerful systems, but also developing the methods, infrastructure, and pathways needed to safely deploy and manage them as their capabilities grow.\u003c/li\u003e\n\u003cli\u003eMonitoring internally-deployed agents is one of the key ways we do this, allowing us to learn from real-world use and to identify and mitigate emergent risks.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eHow OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI s…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/openai-to-acquire-astral\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI to acquire Astral\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-19 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Accelerating the development of Codex and powering the next generation of Python development tools.\n\u003cul\u003e\n\u003cli\u003eAstral builds some of the most widely-used open source Python tools, helping developers be more productive with modern tools like uv, Ruff, and ty.\u003c/li\u003e\n\u003cli\u003eThese tools power the workflows of millions of developers and have become part of the foundation of modern Python development.\u003c/li\u003e\n\u003cli\u003eAs part of our developer-first philosophy, OpenAI plans to support Astral\u0026rsquo;s open source offerings post-close.\u003c/li\u003e\n\u003cli\u003eBy bringing Astral\u0026rsquo;s tooling and engineering expertise to OpenAI, we will accelerate our work with Codex and expand the role of AI throughout the software development lifecycle.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Key Points:\u003c/p\u003e\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\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/introducing-gpt-5-4-mini-and-nano\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing GPT-5.4 mini and nano\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-17 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the launch of GPT-5.4 mini and nano is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the launch of GPT-5.4 mini and nano, it also presents practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eGPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.\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/japan-teen-safety-blueprint\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI Japan announces Japan Teen Safety Blueprint to put teen safety first\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-17 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI Japan has announced the Japan Teen Safety Blueprint, introducing stronger age protections, parental controls, and well-being safeguards for teens using general-purpose devices.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how OpenAI Japan announced the Japan Teen Safety Blueprint to put teen safety first, shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing OpenAI Japan\u0026rsquo;s announcement of the Japan Teen Safety Blueprint to prioritize teen safety, it also carries practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eOpenAI Japan announces the Japan Teen Safety Blueprint, introducing stronger age protections, parental controls, and well-being safeguards for teens using gener…\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/equipping-workers-with-insights-about-compensation\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eEquipping workers with insights about compensation\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-17 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - New research shows Americans send nearly 3 million daily messages to ChatGPT asking about compensation and earnings, helping close the wage information gap.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how equipping workers with insights about compensation is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eAfter equipping workers with insights about compensation, it also has practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eNew research shows Americans send nearly 3 million daily messages to ChatGPT asking about compensation and earnings, helping close the wage information gap.\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/why-codex-security-doesnt-include-sast\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eWhy Codex Security Doesn’t Include a SAST Report\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-16 08:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - A deep dive into why Codex Security doesn\u0026rsquo;t rely on traditional SAST, but instead uses AI-driven constrained inference and validation to find real vulnerabilities\u0026hellip;\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the fact that Codex Security doesn\u0026rsquo;t include a SAST report is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eThe reasons why Codex Security doesn\u0026rsquo;t include a SAST report also reveal practical implications for founders, operators, and investors.\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\u003eA deep dive into why Codex Security doesn’t rely on traditional SAST, instead using AI-driven constraint reasoning and validation to find real vulnerabilities w…\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\u003cstrong\u003e\u003ca href=\"https://deepmind.google/blog/measuring-progress-toward-agi-a-cognitive-framework/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eMeasuring progress toward AGI: A cognitive framework\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-18 00:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary:\n\u003cul\u003e\n\u003cli\u003eWe’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.\u003c/li\u003e\n\u003cli\u003eThis article from the Google DeepMind blog explains how to measure AGI progress: the cognitive framework shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing the measurement of AGI progress: a cognitive framework, it also brings practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eWe’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n","description":"NVIDIA\u0026rsquo;s Jensen Huang, in a recent interview, highlighted \u0026ldquo;inference explosion\u0026rdquo; and \u0026ldquo;physical AI\u0026rdquo; as key drivers for the next phase, with NVIDIA strategically deepening the digitalization of the physical world. Concurrently, the rise of the OpenClaw open-source project has exposed compatibility challenges between existing internet architectures and AI Agents. On the technical front, Physical Intelligence\u0026rsquo;s release of RL Tokens has significantly boosted the learning efficiency of embodied AI, while the introduction of OpenGauss marks new advancements in AI for automated mathematical reasoning."}