{"title":"AI Daily Update | OpenClaw Open Source Framework Gains Popularity, Agent Payment and Execution Layer Infrastructure Accelerates","url":"/en/ai-daily/ai-daily-2026-03-19/","date":"2026-03-19","type":"ai-daily","content":"\u003ch1 id=\"ai-daily--openclaw-open-source-framework-gains-traction-accelerating-infrastructure-for-agent-payment-and-execution-layers\"\u003e\n  AI Daily | OpenClaw Open-Source Framework Gains Traction, Accelerating Infrastructure for Agent Payment and Execution Layers\n  \u003ca class=\"heading-link\" href=\"#ai-daily--openclaw-open-source-framework-gains-traction-accelerating-infrastructure-for-agent-payment-and-execution-layers\"\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\u0026rsquo;s core dynamics in the AI industry are focused on the ecosystem construction and infrastructure implementation for Agents. The open-source framework OpenClaw has sparked discussion with its powerful integration capabilities for productivity tools; OpenAI and Mistral have launched smaller models to enhance the inference efficiency of the Agent execution layer. Furthermore, the releases of the Stripe payment protocol and Gensyn\u0026rsquo;s REE mark a practical step forward for the autonomous AI economy and decentralized compute verification mechanisms.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"i-todays-highlights\"\u003e\n  I. Today\u0026rsquo;s Highlights\n  \u003ca class=\"heading-link\" href=\"#i-todays-highlights\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e \u0026ldquo;How I built LennyRPG\u0026rdquo; from Lenny\u0026rsquo;s Podcast is worth prioritizing. Key content: - \u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026quot;.\u003c/li\u003e\n\u003cli\u003e, f_auto, q_auto: good, fl_progressive: steep/https%3A%2F%2Fsubstack-post\u0026hellip;.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 19 key updates have been captured in the last 7 days. You can select sources (Podcasts/Newsletters/Videos) for in-depth reading based on your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topics:\u003c/strong\u003e The topic \u0026ldquo;Tempo Blockchain Launches with Stripe\u0026rsquo;s AI Agent Payment Protocol\u0026rdquo; is trending (approximately 2900 related posts) and can serve as a starting 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-tempo-blockchain-launches-with-stripes-ai-agent-payment-protocol\"\u003e\n  Topic 1: Tempo Blockchain Launches with Stripe\u0026rsquo;s AI Agent Payment Protocol\n  \u003ca class=\"heading-link\" href=\"#topic-1-tempo-blockchain-launches-with-stripes-ai-agent-payment-protocol\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 3 hours ago, Related posts: 2900\u003c/li\u003e\n\u003cli\u003eWhat it is: The Tempo blockchain has officially launched, integrating Stripe\u0026rsquo;s AI agent payment protocol to provide native financial payment and settlement capabilities for AI agents.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This development addresses the critical issue of AI agents lacking autonomous payment methods when executing tasks, marking a key step in building the infrastructure for an Agentic Economy.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Community discussions focus on the efficiency advantages of combining Stripe\u0026rsquo;s traditional payment architecture with blockchain, as well as the potential risks concerning security boundaries, compliance, and legal liability once AIs have autonomous wallet permissions.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-xi-jinping-urges-deeper-ties-with-turkmenistan-in-beijing-talks\"\u003e\n  Topic 2: Xi Jinping Urges Deeper Ties with Turkmenistan in Beijing Talks\n  \u003ca class=\"heading-link\" href=\"#topic-2-xi-jinping-urges-deeper-ties-with-turkmenistan-in-beijing-talks\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 2 hours ago, Related posts: 196\u003c/li\u003e\n\u003cli\u003eWhat it is: Xi Jinping held talks with Turkmenistan\u0026rsquo;s leader in Beijing, calling for the deepening of the strategic partnership between the two countries in energy, infrastructure, and digital technology.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Bilateral cooperation in Central Asia often involves the construction of the \u0026ldquo;Digital Silk Road,\u0026rdquo; which has potential strategic implications for regional communication infrastructure, technology standard exports, and cross-border data flows.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on social media primarily center on natural gas supply security, the evolving geopolitical landscape in Central Asia, and the further expansion of China\u0026rsquo;s technological and economic influence in the region.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-gensyn-launches-ree-for-identical-ai-outputs-across-hardware\"\u003e\n  Topic 3: Gensyn Launches REE for Identical AI Outputs Across Hardware\n  \u003ca class=\"heading-link\" href=\"#topic-3-gensyn-launches-ree-for-identical-ai-outputs-across-hardware\"\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: 21 hours ago, Related posts: 214\u003c/li\u003e\n\u003cli\u003eWhat it is: Gensyn has released REE (Reproducible Execution Environment), designed to ensure that AI models produce identical outputs when run on different hardware architectures (such as different GPU models).\u003c/li\u003e\n\u003cli\u003eWhy it matters: This technology solves a core verification challenge in decentralized AI computation. By eliminating computational discrepancies caused by underlying hardware differences, it lays the technical foundation for trust and collaboration mechanisms in distributed computing networks.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The focus of discussion is on how REE achieves cross-platform consistency without sacrificing computational performance, and the practical value of this technology in promoting the large-scale adoption of DeAI (Decentralized AI).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-senate-advances-save-act-requiring-proof-of-citizenship-for-voter-registration\"\u003e\n  Topic 4: Senate Advances SAVE Act Requiring Proof of Citizenship for Voter Registration\n  \u003ca class=\"heading-link\" href=\"#topic-4-senate-advances-save-act-requiring-proof-of-citizenship-for-voter-registration\"\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: 1 day ago, Related posts: 1,800,000\u003c/li\u003e\n\u003cli\u003eWhat it is: The U.S. Senate voted to advance the SAVE Act, which would require voters to provide proof of citizenship for registration and impose stricter restrictions on identification for voting and mail-in ballots.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The act involves the application of identity verification technologies and the digital governance of voter databases, reflecting the challenge in the AI era of ensuring the authenticity of election data and system integrity through technical and legal means.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: The discussion focuses on the necessity and fairness of the bill. Supporters believe it is the bottom line for preventing illegal voting and safeguarding election sovereignty. Opponents worry it will raise the barrier to voting, leading to the exclusion of some eligible voters and exacerbating partisan division.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-israel-kills-irans-security-chief-in-tehran-strike-amid-escalating-war\"\u003e\n  Topic 5: Israel Kills Iran\u0026rsquo;s Security Chief in Tehran Strike Amid Escalating War\n  \u003ca class=\"heading-link\" href=\"#topic-5-israel-kills-irans-security-chief-in-tehran-strike-amid-escalating-war\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: 1 day ago, Related Posts: 1,500,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Israel launched an airstrike in Tehran, killing a senior Iranian security official and causing a sharp escalation in the geopolitical situation in the Middle East.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Such high-precision targeted killings highlight the critical role of AI-driven intelligence analysis, target recognition, and automated weapons systems in modern warfare, while also raising concerns about the stability of global tech supply chains and energy markets.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: Discussions on X focus on the accuracy and ethical boundaries of AI-assisted intelligence, the role of technology in modern assassination operations, and whether the escalating conflict will trigger retaliatory cyberattacks against tech infrastructure.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-senate-republicans-advance-save-act-debate-on-51-48-vote\"\u003e\n  Topic 6: Senate Republicans Advance SAVE Act Debate on 51-48 Vote\n  \u003ca class=\"heading-link\" href=\"#topic-6-senate-republicans-advance-save-act-debate-on-51-48-vote\"\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: 8 hours ago, Related Posts: 73,000\u003c/li\u003e\n\u003cli\u003eWhat it is: The U.S. Senate advanced the debate on the SAVE Act (Securing American Voters Eligibility Act) with a 51-48 vote. The bill proposes requiring proof of citizenship and a photo ID for federal election registration.\u003c/li\u003e\n\u003cli\u003eWhy it matters: In the age of AI, the identity verification and voter eligibility checks involved in this bill are highly relevant to tech governance issues such as digital identity verification technology, preventing AI-driven manipulation of voter registration, and maintaining the data integrity of election systems.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: The discussion focuses on whether this move by Republicans is a \u0026ldquo;political show\u0026rdquo; aimed at the midterm elections to force Democrats to take a stance, and the internal disagreement within the Republican party on whether to change procedural rules (like the Talking Filibuster) to push the bill through.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-7-sporting-cp-stuns-bodøglimt-with-5-0-extra-time-comeback-to-reach-champions-league-quarters\"\u003e\n  Topic 7: Sporting CP Stuns Bodø/Glimt with 5-0 Extra-Time Comeback to Reach Champions League Quarters\n  \u003ca class=\"heading-link\" href=\"#topic-7-sporting-cp-stuns-bod%c3%b8glimt-with-5-0-extra-time-comeback-to-reach-champions-league-quarters\"\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 days ago, Related Posts: 170,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Sporting CP achieved a stunning comeback by defeating Bodø/Glimt 5-0 in extra time during a Champions League match, advancing to the quarterfinals.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Such high-traffic live sporting events are key application scenarios for AI-driven automated sports news generation, real-time data analysis, and social media content recommendation algorithms.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: The discussion focuses on Sporting CP\u0026rsquo;s dominant performance in extra time, the success of their tactical adjustments, and the dramatic nature of Bodø/Glimt\u0026rsquo;s unfortunate elimination.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-8-arsenal-advance-to-champions-league-quarter-finals-with-2-0-win-over-leverkusen\"\u003e\n  Topic 8: Arsenal Advance to Champions League Quarter-Finals with 2-0 Win Over Leverkusen\n  \u003ca class=\"heading-link\" href=\"#topic-8-arsenal-advance-to-champions-league-quarter-finals-with-2-0-win-over-leverkusen\"\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: 1 day ago, Related Posts: 90,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Arsenal defeated Leverkusen 2-0 in the Champions League, successfully advancing to the quarter-finals.\u003c/li\u003e\n\u003cli\u003eWhy it matters: Such high-trending sporting events are typical application scenarios for AI in real-time data analysis, automated video editing, and social media recommendation algorithms handling large-scale concurrent data.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: Discussions on X primarily revolve around Arsenal\u0026rsquo;s tactical performance, the contributions of key players, and predictions about the team\u0026rsquo;s future prospects for winning the title.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-9-lollapalooza-chicago-unveils-2026-lineup-with-charli-xcx-jennie-and-sb19\"\u003e\n  Topic 9: Lollapalooza Chicago Unveils 2026 Lineup with Charli XCX, JENNIE and SB19\n  \u003ca class=\"heading-link\" href=\"#topic-9-lollapalooza-chicago-unveils-2026-lineup-with-charli-xcx-jennie-and-sb19\"\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 days ago, Related Posts: 584,000\u003c/li\u003e\n\u003cli\u003eWhat it is: A lineup for the 2026 Lollapalooza festival in Chicago has been circulating on social media, featuring world-renowned artists like Charli XCX, JENNIE, and SB19.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The explosion of this topic demonstrates how social media algorithms can amplify digital content, whether generated by AI or created by fans, showcasing the immense driving force of the digital fan economy on expectations for the offline entertainment industry.\u003c/li\u003e\n\u003cli\u003eDiscussion Overview: The discussion focuses on doubts about the lineup\u0026rsquo;s authenticity (due to the early announcement) and the anticipation of K-pop and P-pop artists gaining more prominence on international mainstream festival stages.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"todays-ai-public-opinion-summary-on-x\"\u003e\n  Today\u0026rsquo;s AI Public Opinion Summary on X\n  \u003ca class=\"heading-link\" href=\"#todays-ai-public-opinion-summary-on-x\"\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 practical evolution of AI infrastructure and its double-edged sword effect in geopolitics and social governance. It is widely acknowledged that AI agent payment protocols and decentralized verification technologies are accelerating the implementation of the \u0026ldquo;AI economy.\u0026rdquo; However, significant public disagreement exists regarding the use of digital technology to enhance election integrity and in modern warfare, particularly concerning procedural fairness, ethical boundaries, and supply chain risks escalated by geopolitical conflicts. Potential risks include not only the ambiguous attribution of legal liability for autonomous AI actions but also the potential for technology to exacerbate political polarization and retaliatory cyberattacks against tech infrastructure following high-precision military operations. Furthermore, trends in sports and entertainment also highlight AI\u0026rsquo;s indispensable supporting role in processing large-scale real-time data and driving the digital fan economy.\u003c/p\u003e\n\u003ch2 id=\"3-influencer-insights\"\u003e\n  3. Influencer Insights\n  \u003ca class=\"heading-link\" href=\"#3-influencer-insights\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cp\u003eHello! I am your AI industry analyst. Based on the activities of core AI influencers on the X platform over the past 24 hours, I have compiled this in-depth briefing for you.\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"1-todays-hotspots-and-technical-trends-the-explosion-and-infrastructuralization-of-agents\"\u003e\n  1. Today\u0026rsquo;s Hotspots and Technical Trends: The \u0026ldquo;Explosion\u0026rdquo; and \u0026ldquo;Infrastructuralization\u0026rdquo; of Agents\n  \u003ca class=\"heading-link\" href=\"#1-todays-hotspots-and-technical-trends-the-explosion-and-infrastructuralization-of-agents\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cp\u003eThe most significant characteristic today is the shift of \u003cstrong\u003eAI Agents\u003c/strong\u003e from concept to highly concrete implementation, especially in the ecosystem building around \u003cstrong\u003eOpenClaw\u003c/strong\u003e and \u003cstrong\u003eClaude Code\u003c/strong\u003e.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eThe Phenomenal Buzz around OpenClaw:\u003c/strong\u003e\nThis open-source Agent framework has sparked a frenzy within the domestic developer community. Influencers are integrating it into various productivity tools, such as \u003cstrong\u003eObsidian\u003c/strong\u003e (the most mature), \u003cstrong\u003eFeishu\u003c/strong\u003e, \u003cstrong\u003eQQ Bot\u003c/strong\u003e (the smoothest integration), and \u003cstrong\u003eYoudao Cloud Note\u003c/strong\u003e (@Pluvio9yte, @zhixianio).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u0026ldquo;Skills\u0026rdquo; Emerge as the New Standard for Agents:\u003c/strong\u003e\nAnthropic\u0026rsquo;s internal experiences on how to build and use Skills have been deeply analyzed. Skills are no longer just Markdown documents but functional folders containing scripts, resources, and hooks. Influencers have summarized 9 core categories of Skills, including API reference, product validation, data analysis, and more (@op7418, @Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Trend of Model \u0026ldquo;Miniaturization\u0026rdquo; and the \u0026ldquo;Execution Layer\u0026rdquo;:\u003c/strong\u003e\nOpenAI released \u003cstrong\u003eGPT-5.4 Mini and Nano\u003c/strong\u003e, positioning them as fast, inexpensive \u0026ldquo;execution layers\u0026rdquo; and the main force for sub-Agents; Mistral also released \u003cstrong\u003eMistral Small 4\u003c/strong\u003e. This signals that major model developers are competing for the Agent inference market with high-speed, low-cost small models (@op7418, @Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Rise of Vibe Coding:\u003c/strong\u003e\nA programming paradigm that is \u0026ldquo;goal-driven, with full-process AI intervention, and structure-before-code\u0026rdquo; is becoming popular. Its core logic is: never do manually what AI can do (@AI_Jasonyu, @gefei55).\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\u003eTesting is the \u0026ldquo;New Moat\u0026rdquo; in the AI Era:\u003c/strong\u003e\n@ruanyf points out that when AI can replicate large software like Next.js for just $1100, the code itself no longer has a moat. \u003cstrong\u003eTest cases\u003c/strong\u003e will become the key asset to prevent easy replication by AI.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSoftware is Being Rewritten for Agents:\u003c/strong\u003e\n@dotey believes that if humans still need to deliberately distinguish between scripts, Skills, and Agents, it means Agents are not yet smart enough. The future trend is \u003cstrong\u003eAgent First\u003c/strong\u003e, where software will revert to CLI (Command-Line Interface) or text interfaces, because \u0026ldquo;text is the universal interface\u0026rdquo; (@vista8).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Social Illusion of \u0026ldquo;Expansion\u0026rdquo; and \u0026ldquo;Compression\u0026rdquo;:\u003c/strong\u003e\n@lijigang offers a profound warning: when person A uses AI to expand an idea into a thousand-word article, and person B uses AI to compress it into a three-sentence summary, an article that \u0026ldquo;no one needs\u0026rdquo; is created in between. This situation, where \u0026ldquo;A doesn\u0026rsquo;t think, and B doesn\u0026rsquo;t read,\u0026rdquo; is causing the essential nature of thinking in writing and reading to be lost.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Compliance and Explosion of GEO (Generative Engine Optimization):\u003c/strong\u003e\nWith the attention on GEO from the 315 Gala, influencers believe this has conversely validated its effectiveness, signaling that the field will move from \u0026ldquo;makeshift operations\u0026rdquo; to professionalism and scale (@vista8, @gefei55).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Shift in Value Capture:\u003c/strong\u003e\n@lijigang observes that while AI amplifies individual productivity, \u0026ldquo;upstream\u0026rdquo; platforms are also using AI to reclaim profits previously ceded to the \u0026ldquo;downstream.\u0026rdquo; Productivity is amplified, but \u0026ldquo;value capture\u0026rdquo; does not necessarily remain in the hands of the individual.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"3-recommended-tools-and-resources\"\u003e\n  3. Recommended Tools and Resources\n  \u003ca class=\"heading-link\" href=\"#3-recommended-tools-and-resources\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003ch4 id=\"agent-frameworks-and-management\"\u003e\n  \u003cstrong\u003eAgent Frameworks and Management\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#agent-frameworks-and-management\"\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\u003eOpenClaw / ClawPal:\u003c/strong\u003e The hottest Agent framework and its practical tools currently available (@zhixianio).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBobber:\u003c/strong\u003e A multi-session management tool for Claude Code, supporting floating window permission requests for operations (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpenSandbox:\u003c/strong\u003e An open-source universal sandbox platform from Alibaba that supports running various types of Agents (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eMy Computer (Manus):\u003c/strong\u003e An Agent that can run locally, manipulate files, and automate workflows (@op7418).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"productivity--developer-tools\"\u003e\n  \u003cstrong\u003eProductivity \u0026amp; Developer Tools\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#productivity--developer-tools\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eYoumind:\u003c/strong\u003e A creative tool for text and image-based content highly praised by multiple bloggers, which supports syncing with WeChat Official Accounts (@AI_Jasonyu, @vista8).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCodex Subagents:\u003c/strong\u003e Supports the creation and convenient tracking of multiple sub-agent tasks (@op7418).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGenerative UI MCP:\u003c/strong\u003e Enables Agents to output interactive SVG or HTML interfaces within a chat (@op7418).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eValueCell AI:\u003c/strong\u003e An investment research tool that fetches real-time US stock data and supports strategy backtesting (@AI_Jasonyu).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"multimedia--models\"\u003e\n  \u003cstrong\u003eMultimedia \u0026amp; Models\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#multimedia--models\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMidjourney V8:\u003c/strong\u003e Features enhanced image coherence and supports native 2K resolution output (@op7418).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003edots.ocr-1.5:\u003c/strong\u003e A 3B OCR model open-sourced by Xiaohongshu that supports converting charts to SVG (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eFoundation-1:\u003c/strong\u003e An open-source AI music generation model that can run locally with only 7G of VRAM (@Gorden_Sun).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eFun-CineForge:\u003c/strong\u003e An open-source AI film and television dubbing tool from Alibaba that supports lip-syncing (@Gorden_Sun).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"learning-resources\"\u003e\n  \u003cstrong\u003eLearning Resources\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#learning-resources\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u0026ldquo;A New Paradigm for Security Offense and Defense in the Age of Agents\u0026rdquo;:\u003c/strong\u003e An Agent security protection guide written by @zhixianio.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u0026ldquo;Vibe Coding Guide\u0026rdquo;:\u003c/strong\u003e Summarizes the \u0026ldquo;Tao, Dharma, and Shu\u0026rdquo; (the principles, methods, and techniques) of AI-driven development (@AI_Jasonyu).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eClaude Code Skills Collection:\u003c/strong\u003e A complete collection of configurations from the Anthropic hackathon (@AI_Jasonyu).\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cstrong\u003eAnalyst\u0026rsquo;s Comment:\u003c/strong\u003e The past 24 hours show that the AI industry is undergoing a dramatic transformation from a \u0026ldquo;model race\u0026rdquo; to an \u0026ldquo;Agent architecture race.\u0026rdquo; Developers are no longer satisfied with simple conversations; instead, they are trying to let AI truly take over real-world business flows by building complex Skills systems and sandbox environments. Meanwhile, security and the \u0026ldquo;alienation of thought\u0026rdquo; have become secondary issues that cannot be ignored.\u003c/p\u003e\n\u003ch2 id=\"iv-watch-list-update-summary\"\u003e\n  IV. Watch List Update Summary\n  \u003ca class=\"heading-link\" href=\"#iv-watch-list-update-summary\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eTimeframe: Last 7 days; covers 16 sources; 19 updates in total\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch3 id=\"a16z-podcast-a_full\"\u003e\n  a16z Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#a16z-podcast-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://ai-a16z.simplecast.com/episodes/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\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-17 19:05 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Vishal Misra returns to explain his latest research on how LLMs actually work behind the scenes.\n\u003cul\u003e\n\u003cli\u003eHe demonstrates through experiments that transformers update their predictions in a precise, mathematically predictable way when processing new information, explains why this still doesn\u0026rsquo;t mean they are conscious, and describes the actual requirements 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 Key Points:\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\u003ePublication Time: 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 sensational open-source AI assistant can run on your own device, connect with messaging apps you already use, and go beyond chat features to actually perform tasks like managing emails, calendars, files, workflows, and more.\u003c/li\u003e\n\u003cli\u003eNow, meet the people behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sat down with OpenClaw founder Peter Steinberger to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s applications, 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\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\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/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\u003ePublication Time: 2026-03-18 19:35 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (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;\u0026hellip;.\n\u003cul\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\u003cli\u003eThis article from 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 Key Points:\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: - Learn what executives think 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 gain #liquidcourage on their own terms.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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 autonomous 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, robot hands, \u0026ldquo;capital as a weapon,\u0026rdquo; Middle East sovereign wealth funds impacted by the Iran War (36:00) Michael Dell: Dorm room to $140B in annual revenue, why Texas attracts founders (43:46) Dell\u0026rsquo;s $50B AI infrastructure bet (1:03:50) Investing in America: Michael Dell\u0026rsquo;s $6.25B gift - a 401k gift for 25 million children This podcast was recorded live at the Austin Arena Hall, Texas.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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…: EY: Austin vibes meet AI innovation Thanks to EY for co-hosting with us at #SXSW.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u0026lt;a href=\u0026quot;\u0026hellip; Live from Austin, Texas with Travis Kalanick and Michael Dell.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key Points:\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\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://allinchamathjason.libsyn.com/iran-war-oil-shock-off-ramps-ais-revenue-explosion-and-pr-nightmare\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIran War, Oil Shock, Off Ramps, AI\u0026rsquo;s Revenue Explosion and PR Nightmare\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-14 01:53 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) The Besties welcome Brad Gerstner.\n\u003cul\u003e\n\u003cli\u003e(3:48) Economic fallout of the Iran War, escalation scenarios, impact on midterms (19:18) Off ramp strategies, Gulf state involvement, China….\u003c/li\u003e\n\u003cli\u003epost-id=cmmnhwyod000l3b6wdinc1dw5\u0026quot;\u0026gt;.\u003c/li\u003e\n\u003cli\u003epost-id=cmmnhwyod000l3b6wdinc1dw5 \u0026lt;a href=\u0026quot;.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e(0:00) The Besties welcome Brad Gerstner\u003c/li\u003e\n\u003cli\u003e(3:48) Economic fallout of the Iran War, escalation scenarios, impact on midterms\n(19:18) Off ramp strategies, Gulf state involvement, the China…\u003c/li\u003e\n\u003cli\u003epost-id=cmmnhwyod000l3b6wdinc1dw5\u0026quot;\u0026gt; \u003ca href=\"https://www.cnn.com/world/live-news/iran-war-us-israel-trump-03-12-26\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.cnn.com/world/live-news/iran-war-us-israel-trump-03-12-26\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003epost-id=cmmnhwyod000l3b6wdinc1dw5\n\u0026lt;a href=\u0026ldquo;\u003ca href=\"https://www.wsj.com/world/middle-east/ending-iran-war-quickly-carries-big-risks-for-the-u-s-and-allies-60c\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.wsj.com/world/middle-east/ending-iran-war-quickly-carries-big-risks-for-the-u-s-and-allies-60c\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=\"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\u003ePublished: 2026-03-18 23:27 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u0026lt;a class=\u0026ldquo;image-link image2 is-viewable-img\u0026rdquo; href=\u0026rdquo;.\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 details his six-step workflow from sketch to delivered game, including the tools, prompts, and decisions at each stage….\u003c/p\u003e\n\u003cul\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\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49571_3016x3016.p…\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49…\u003c/li\u003e\n\u003cli\u003eIn this episode, Ben walks through the exact six-step workflow he used to go from sketch to shipped game, including the tools, prompts, and decisions at every s…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\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\u003ePublication Time: 2026-03-17 20:46 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - 👋 Each week, I answer reader questions about building product, driving growth, and accelerating your career.\n\u003cul\u003e\n\u003cli\u003eA few months ago, on a whim, I shared all my podcast transcripts on social media, and wow, you all found very creative ways to use this data: parenting wisdom rooted in PM advice, user research scripts, reverse memes, infographics for each 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 very interesting, video-game-inspired project—how he built it and what he learned.\u003c/li\u003e\n\u003cli\u003eTo let more flowers bloom, today I am releasing my entire newsletter archive (as well as my podcast transcripts) in AI-friendly Markdown files.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\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\u003ePublication Time: 2026-03-16 23:03 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - From Figma to Claude Code and back again, 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 live interfaces from production, staging, or localhost into Figma, convert them into editable design frames, collaboratively explore variations, and push changes back to code using Claude Code and MCP — creating a continuous design ↔ code loop.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eListen now on YouTube | Spotify | Apple Podcasts\u003c/li\u003e\n\u003cli\u003eBiggest takeaways: - Design handoffs are dead, replaced by continuous sync.\u003c/li\u003e\n\u003cli\u003eInstead of designers creating comprehensive design packages and documenting every state, AI enables a two-way flow between Figma and code.\u003c/li\u003e\n\u003cli\u003ePull production code into Figma to see what actually exists, make changes in Figma, and then push those changes directly back to code.\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eDirect manipulation still beats prompt precision.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;a class=\u0026ldquo;image-link image2\u0026rdquo; href=\u0026ldquo;\u003ca href=\"https://substackcdn.com/image/fetch/$s\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://substackcdn.com/image/fetch/$s\u003c/a\u003e_\u003c/li\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…\u003c/li\u003e\n\u003cli\u003e,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…\u003c/li\u003e\n\u003cli\u003e,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62879f2b-76f1-4b6e-bc88-eceb5c0f1250_1600x114.pn…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/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\u003ePosted: 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 used Claude Code to build multiple production-ready iOS apps and ship 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\u003c/li\u003e\n\u003cli\u003eWhat you\u0026rsquo;ll learn: - How to set up a two-agent Claude Code system (builder + reviewer)\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eWhy being a \u0026ldquo;picky client\u0026rdquo; is the right mindset for non-technical builders\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eHow Daniel prioritizes features using AI-ranked impact vs. human-ranked impact\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eBuild time - Why saving everything as Markdown files creates long-term context\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eThe importance of branch-based development — even when AI writes the code\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eHow Daniel shipped to the App Store with no formal engineering experience\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cul\u003e\n\u003cli\u003eHis end-of-day \u0026ldquo;What the hell did I get wrong?\u0026rdquo; Copilot workflow\u003c/li\u003e\n\u003c/ul\u003e\n\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 ) Intro to Daniel Roth ( 02:46 ) Overview of Daniel\u0026rsquo;s AI dev workflow ( 05:56 ) Prioritizing feature ideas with Claude ( 08:58 ) Building vs. building\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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 the learning process (16:34) The importance of developing with branches (17:39) Managing AI agents like a team (21:12) Navigating the App Store (23:06) Being a \u0026ldquo;picky customer\u0026rdquo; instead of a PM (25:00) Testing in Xcode and shipping to the App Store (28:14) Quick recap (30:00) Creating terminal aliases with Claude (31:38) His Commutely app demo (32:10) Managing work responsibilities with Copilot (35:05) Tools referenced in Daniel\u0026rsquo;s talk: • Claude: • Claude Code: • Cursor: • Xcode: • Canva: • Microsoft Copilot: • Terminal: • Obsidian: Other references: • Commutely (iOS app): Where to find Daniel Roth: LinkedIn: Newsletter: Where to find Claire Vo: ChatPRD: Website: LinkedIn: X: Production and marketing.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eDaniel Roth , editor in chief at LinkedIn, went fr…\u003c/li\u003e\n\u003cli\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/li\u003e\n\u003cli\u003ei=1000755560615\u0026rdquo;\u0026gt;Apple Podcasts\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 set up a dual-agent Claude Code system (builder + revie…\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ebuild time\u003c/li\u003e\n\u003c/ul\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\u003ePublication time: 2026-03-15 20:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract:\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 simply asking, \u0026ldquo;What other opportunities are available here?\u0026rdquo; often unlocks a 20% increase.\u003c/li\u003e\n\u003cli\u003eWhy Jacob believes the average increase is 40% when negotiations go well.\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…\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eWhy a simple “What’s the chance there’s a little more here\u003c/p\u003e\n\u003c/li\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\u003ePublished: 2026-03-15 01:43 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - 👋 Hello and welcome to this week\u0026rsquo;s ✨ Community Wisdom ✨ a subscriber-only email, delivered 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 要点：\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/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\u003ePublished: 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 podcasts.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eStrategy Interviews\u003c/strong\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN 要点：\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\u003ePublished: 2026-03-17 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - In this interview, we talk about a keynote that was a bit like a history lesson, how the company still feels small despite being the most valuable company in the world, and the changes in the field of AI over the past year.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThen we discussed some announcements that might feel like a change in approach (though Huang disagreed), including Nvidia\u0026rsquo;s burgeoning CPU business and the Groq acquisition.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFinally, we talked about scarcity in the AI stack and its implications for Nvidia, the China question, and Jensen Huang\u0026rsquo;s frustration with doomsayers and their influence in Washington.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\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/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003ch3 id=\"an-interview-with-nvidia-ceo-jensen-huang-about-accelerated-computing\"\u003e\n  An Interview with Nvidia CEO Jensen Huang About Accelerated Computing.\n  \u003ca class=\"heading-link\" href=\"#an-interview-with-nvidia-ceo-jensen-huang-about-accelerated-computing\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eEN 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 post: Login to listen There is a strange paradox to AI predictions: on the one hand, you don\u0026rsquo;t want to be the person who completely ignores the most terrifying doomsday scenarios; on the other hand, who wants to be found to have been foolishly optimistic?\n\u003cul\u003e\n\u003cli\u003eAt the same time, there is pressure to believe that we may be in a bubble, and all this hype and spending will come to naught.\u003c/li\u003e\n\u003cli\u003eWhile I argue against the former, I am very much in agreement with the latter, and make the case that bubbles can be a good thing.\u003c/li\u003e\n\u003cli\u003eAnd yet, on the morning of Nvidia GTC in March 2026, I came to a different conclusion: I don\u0026rsquo;t think we are in a bubble (which is, paradoxically, perhaps the surest evidence that we are).\u003c/li\u003e\n\u003cli\u003eThe LLM Paradigm In the last couple of weeks, first in the context of Nvidia\u0026rsquo;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\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/winners-losers-and-the-unknown/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e2026.11: Winners, Losers, and the Unknown\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-14 01:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (Photo by Megan Briggs/Getty Images) Welcome back to This Week in Stratechery!\n\u003cul\u003e\n\u003cli\u003eAs a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; highlighted links are free for all.\u003c/li\u003e\n\u003cli\u003eMoreover, you are in full control of what we send you.\u003c/li\u003e\n\u003cli\u003eIf you don\u0026rsquo;t want to receive This Week in Stratechery emails (no podcast), uncheck the box in your Send Settings.\u003c/li\u003e\n\u003cli\u003eTo that end, here are some of our favorites from this week.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;img alt=\u0026rdquo;\u0026rdquo; class=\u0026ldquo;wp-image-18532\u0026rdquo; height=\u0026ldquo;1133\u0026rdquo; src=\u0026ldquo;\u003ca href=\"https://i0.wp.com/stratechery.com/wp-content/uploads/2\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://i0.wp.com/stratechery.com/wp-content/uploads/2\u003c/a\u003e…\u003c/li\u003e\n\u003cli\u003eresize=1700%2C1133\u0026amp;ssl=1\u0026rdquo; width=\u0026ldquo;1700\u0026rdquo; /\u0026gt; (Photo by Megan Briggs/Getty Images)\u003c/li\u003e\n\u003cli\u003eWelcome back to This Week in Stratechery\u003c/li\u003e\n\u003cli\u003eAs a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; hig…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"openai-blog-a_full\"\u003e\n  OpenAI Blog (A_full)\n  \u003ca class=\"heading-link\" href=\"#openai-blog-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://openai.com/index/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\u003ePublished: 2026-03-17 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Today we are releasing GPT‑5.4 mini and nano, our most capable small models to date.\n\u003cul\u003e\n\u003cli\u003eThey bring many of the benefits of GPT‑5.4 into faster, more efficient models designed for high-volume workloads.\u003c/li\u003e\n\u003cli\u003eGPT-5.4 mini offers significant improvements over GPT-5 mini in coding, reasoning, multi-modal understanding, and tool use, while running over 2x faster.\u003c/li\u003e\n\u003cli\u003eIt also approaches the performance of the much larger GPT-5.4 model on several evaluations, including SWE-Bench Pro and OSWorld-Verified.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eGPT-5.4 nano is the smallest and cheapest version of GPT-5.4, for tasks where speed and cost are most important.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN 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/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\u003ePublished: 2026-03-17 08:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - Salary information influences important decisions: what jobs people apply for, whether to negotiate, and whether specific career paths are worth pursuing.\n\u003cul\u003e\n\u003cli\u003eBut unlike the price of most goods, the price of labor is often difficult to find and interpret, especially for workers who are early in their careers, changing fields, or relocating.\u003c/li\u003e\n\u003cli\u003eAI is a new type of labor market resource.\u003c/li\u003e\n\u003cli\u003eModels can synthesize wage information and return benchmarks in seconds, rather than requiring workers to search across multiple websites, interpret scattered salary pages, or ask socially risky questions.\u003c/li\u003e\n\u003cli\u003eWorkers are already using ChatGPT in this way, sending nearly 3 million messages on average per day in the US, asking about wages, compensation, or income.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN 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\u003ePublished: 2026-03-16 08:00 Beijing time\u003c/li\u003e\n\u003cli\u003eSummary: - A deep dive into why Codex Security doesn’t rely on traditional SAST, but instead uses AI-driven constraint reasoning and validation to find real vulnerabilities\u0026hellip;\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the principles from \u0026ldquo;Why Codex Security Doesn’t Include a SAST Report\u0026rdquo; shape the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing this, it also reveals the practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\n\u003cul\u003e\n\u003cli\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/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"google-deepmind-blog-a_full\"\u003e\n  Google DeepMind Blog (A_full)\n  \u003ca class=\"heading-link\" href=\"#google-deepmind-blog-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\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: - We are introducing a framework to measure progress toward AGI and are launching a Kaggle hackathon to build the relevant evaluations.\n\u003cul\u003e\n\u003cli\u003eThis article from the Google DeepMind blog explains how \u0026ldquo;Measuring progress toward AGI: A cognitive framework\u0026rdquo; shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing \u0026ldquo;Measuring progress toward AGI: A cognitive framework,\u0026rdquo; it also details the practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN 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":"Today\u0026rsquo;s core developments in the AI industry are centered on the construction of agent ecosystems and the practical deployment of foundational infrastructure. The open-source framework OpenClaw has sparked widespread discussion due to its powerful productivity tool integration capabilities; OpenAI and Mistral have launched miniaturized models, enhancing the inference efficiency of the Agent execution layer. Furthermore, the release of the Stripe payment protocol and Gensyn REE marks the AI autonomous economy and decentralized computing power verification mechanisms moving towards real-world implementation."}