{"title":"AI Daily Update | Claude 4.6 supports million contexts, Chrome natively integrates WebMCP protocol","url":"/en/ai-daily/ai-daily-2026-03-17/","date":"2026-03-17","type":"ai-daily","content":"\u003ch1 id=\"ai-daily--claude-46-supports-million-token-context-chrome-natively-integrates-webmcp-protocol\"\u003e\n  AI Daily | Claude 4.6 Supports Million-Token Context, Chrome Natively Integrates WebMCP Protocol\n  \u003ca class=\"heading-link\" href=\"#ai-daily--claude-46-supports-million-token-context-chrome-natively-integrates-webmcp-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/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003eThe AI industry today is focused on breakthroughs in interaction and practical application. Anthropic released Claude 4.6, introducing generative UI and a million-token context, significantly enhancing its ability to handle complex projects. Chrome version 146 now natively supports WebMCP, providing foundational support for AI Agent web manipulation. Additionally, Zhipu AI has released GLM-5-Turbo to optimize Agent workflows, as the industry accelerates its shift from model competition to deep application and security governance.\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 Prioritize \u0026ldquo;The tactical playbook for getting 20-40% more comp (without sounding greedy) | Jacob Warwick (Executive Negotiator)\u0026rdquo; from Lenny\u0026rsquo;s Podcast. Key points: - Jacob Warwick is an executive negotiator who helps senior operators negotiate better salaries, equity, titles, and severance packages.\u003c/li\u003e\n\u003cli\u003eHe has worked with leaders in tech and Hollywood, was previously a founder and CEO, and has helped clients secure millions of dollars in additional compensation.\u003c/li\u003e\n\u003cli\u003eHe\u0026hellip;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eWatch List:\u003c/strong\u003e A total of 16 key updates have been captured in the last 7 days. You can select sources (Podcasts/Newsletters/Videos) for in-depth reading based on your needs.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eX Hot Topic:\u003c/strong\u003e The topic \u0026ldquo;Iran Bars U.S. and Israeli Ships from Strait of Hormuz Amid War\u0026rdquo; is trending (approximately 1,500,000 related posts), serving as a starting point for understanding global AI public opinion and perspectives.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2 id=\"ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n  II. AI Hot Topics on X (based on bird)\n  \u003ca class=\"heading-link\" href=\"#ii-ai-hot-topics-on-x-based-on-bird\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003ch3 id=\"topic-1-iran-bars-us-and-israeli-ships-from-strait-of-hormuz-amid-war\"\u003e\n  Topic 1: Iran Bars U.S. and Israeli Ships from Strait of Hormuz Amid War\n  \u003ca class=\"heading-link\" href=\"#topic-1-iran-bars-us-and-israeli-ships-from-strait-of-hormuz-amid-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: 2 days ago, Related Posts: 1,500,000\u003c/li\u003e\n\u003cli\u003eWhat it is: Iran announced a ban on U.S. and Israeli ships from passing through the Strait of Hormuz, a critical global shipping hub, amid the war.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Instability in the region could trigger a surge in energy prices, directly increasing the operational costs of AI data centers and having a ripple effect on the stability of the global semiconductor supply chain and tech hardware logistics.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Public opinion is focused on the risk of escalating regional military conflict, the potential impact on global oil supplies and prices, and the far-reaching implications of this move for international shipping security and global economic stability.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-new-technique-embeds-computer-inside-ai-transformer-models\"\u003e\n  Topic 2: New Technique Embeds Computer Inside AI Transformer Models\n  \u003ca class=\"heading-link\" href=\"#topic-2-new-technique-embeds-computer-inside-ai-transformer-models\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: , Related Posts: 36\u003c/li\u003e\n\u003cli\u003eWhat it is: Researchers have developed a new technique that embeds a \u0026ldquo;virtual computer\u0026rdquo; mechanism inside Transformer models, giving them enhanced capabilities for logical operations and state processing.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This technique marks an evolution in AI architecture from purely probabilistic next-token prediction to possessing general-purpose computing capabilities. It has the potential to overcome the inherent limitations of large models in handling complex algorithms and long-range logical tasks.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: The community discussion focuses on whether this technique can truly make models \u0026ldquo;Turing-complete\u0026rdquo; and how to balance the trade-off between computational overhead and improved inference efficiency in practical deployments.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-zai-launches-glm-5-turbo-for-fast-ai-agent-workflows\"\u003e\n  Topic 3: Z.ai Launches GLM-5-Turbo for Fast AI Agent Workflows\n  \u003ca class=\"heading-link\" href=\"#topic-3-zai-launches-glm-5-turbo-for-fast-ai-agent-workflows\"\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: 10 hours ago, Related Posts: 2,100\u003c/li\u003e\n\u003cli\u003eWhat it is: Zhipu AI has released the GLM-5-Turbo model, designed to provide faster processing speeds and higher execution efficiency for AI Agent workflows.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: By optimizing inference latency and long-text processing capabilities, this model reduces the cost of building complex agents, which is significant for advancing AI from simple conversation to automated task execution.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: The discussion centers on performance comparisons between GLM-5-Turbo and similar models like GPT-4o-mini, as well as its instruction-following capabilities and actual response speeds in multi-step tasks.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-china-sends-26-planes-into-taiwans-air-zone-after-two-week-pause\"\u003e\n  Topic 4: China Sends 26 Planes into Taiwan\u0026rsquo;s Air Zone After Two-Week Pause\n  \u003ca class=\"heading-link\" href=\"#topic-4-china-sends-26-planes-into-taiwans-air-zone-after-two-week-pause\"\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: 23 hours ago, Related Posts: 83,000\u003c/li\u003e\n\u003cli\u003eWhat it is: After a two-week pause, China sent 26 military aircraft into Taiwan\u0026rsquo;s air defense identification zone.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Geopolitical tensions directly impact the stability of the global semiconductor supply chain, especially Taiwan\u0026rsquo;s foundry industry, which is crucial for producing the core chips for AI computing power.\u003c/li\u003e\n\u003cli\u003eDiscussion Summary: Social media discussions are focused on the political motives behind the military action, its impact on regional security, and the potential threat to the security of high-tech supply chains.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-sebastian-raschka-launches-llm-architecture-gallery-with-30-model-diagrams\"\u003e\n  Topic 5: Sebastian Raschka Launches LLM Architecture Gallery with 30+ Model Diagrams\n  \u003ca class=\"heading-link\" href=\"#topic-5-sebastian-raschka-launches-llm-architecture-gallery-with-30-model-diagrams\"\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 for 11 hours, 1900 related posts\u003c/li\u003e\n\u003cli\u003eWhat happened: Renowned AI researcher Sebastian Raschka has launched an online gallery featuring over 30 architectural diagrams of Large Language Models (LLMs).\u003c/li\u003e\n\u003cli\u003eWhy it matters: This resource helps developers and researchers visually compare the technical details and evolutionary logic of different mainstream models (like Llama, GPT, etc.) through standardized visual representations.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The community widely praises its high educational value and clarity of visualization, considering it an essential tool for understanding complex model structures. There is also technical discussion about the design differences between various models.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-openclaw-ai-agent-platform-draws-dev-praise-and-gripes\"\u003e\n  Topic 6: OpenClaw AI Agent Platform Draws Dev Praise and Gripes\n  \u003ca class=\"heading-link\" href=\"#topic-6-openclaw-ai-agent-platform-draws-dev-praise-and-gripes\"\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 for 2 hours, 1100 related posts\u003c/li\u003e\n\u003cli\u003eWhat happened: The open-source AI agent platform OpenClaw has recently gained popularity in the developer community, with its agent-building tools sparking widespread attention and diverse feedback.\u003c/li\u003e\n\u003cli\u003eWhy it matters: As AI moves towards autonomous applications, efficient and user-friendly agent development frameworks have become a critical industry need. OpenClaw\u0026rsquo;s performance reflects the current maturity and technical bottlenecks of the AI agent toolchain.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions focus on the platform\u0026rsquo;s ease of use and innovative features (like task orchestration), but some developers have expressed doubts about its stability in complex production environments, the completeness of its documentation, and its practical implementation results.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-7-team-usa-takes-2-1-lead-over-dominican-republic-in-wbc-semifinal-thriller\"\u003e\n  Topic 7: Team USA Takes 2-1 Lead Over Dominican Republic in WBC Semifinal Thriller\n  \u003ca class=\"heading-link\" href=\"#topic-7-team-usa-takes-2-1-lead-over-dominican-republic-in-wbc-semifinal-thriller\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending for 13 hours, 143,000 related posts\u003c/li\u003e\n\u003cli\u003eWhat happened: In the World Baseball Classic (WBC) semifinal, Team USA is currently leading the Dominican Republic with a score of 2-1.\u003c/li\u003e\n\u003cli\u003eWhy it matters: High-intensity sporting events like this are becoming important testing grounds for AI in real-time data analysis, biometric monitoring of players, and automated broadcasting technologies in large-scale application scenarios.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Social media discussions are focused on the tactical gameplay in key innings, player performance, and the accuracy of data prediction models during the live game.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"ai-public-opinion-summary-on-x-today\"\u003e\n  AI Public Opinion Summary on X Today\n  \u003ca class=\"heading-link\" href=\"#ai-public-opinion-summary-on-x-today\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eToday\u0026rsquo;s main narrative focuses on the trend of AI technology evolving towards logical and autonomous capabilities, as well as the profound impact of geopolitical instability on the industry\u0026rsquo;s foundations. The industry consensus is that enhancing models\u0026rsquo; logical reasoning abilities through architectural innovation and optimizing the execution efficiency of agents are the current core priorities. Developers are showing great enthusiasm for high-quality educational resources and efficient development frameworks. Points of contention in public opinion center on balancing the inference costs of new computing mechanisms, and the stability and practical effectiveness of open-source tools in complex, real-world scenarios. Potential risks primarily stem from tensions in the Middle East and the Taiwan Strait, which could pose a substantial threat to global AI computing infrastructure and hardware logistics through soaring energy costs and disruptions to the semiconductor supply chain.\u003c/p\u003e\n\u003ch2 id=\"iii-influencer-insights\"\u003e\n  III. Influencer Insights\n  \u003ca class=\"heading-link\" href=\"#iii-influencer-insights\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cp\u003eHello! I am your AI industry analyst. Based on the tweets from key figures in the AI field on X over the past 24 hours, I have compiled today\u0026rsquo;s industry trends and in-depth insights for you.\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"1-todays-tech-trends-and-hot-products\"\u003e\n  1. Today\u0026rsquo;s Tech Trends and Hot Products\n  \u003ca class=\"heading-link\" href=\"#1-todays-tech-trends-and-hot-products\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003ch4 id=\"the-comprehensive-boom-and-security-governance-of-the-openclaw-ecosystem\"\u003e\n  \u003cstrong\u003eThe Comprehensive Boom and Security Governance of the OpenClaw Ecosystem\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#the-comprehensive-boom-and-security-governance-of-the-openclaw-ecosystem\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eOpenClaw remains the central topic in the Chinese AI community. It has evolved from a simple tool installation into a complete ecosystem:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eSecurity prevention has become a focal point:\u003c/strong\u003e Following a risk alert from the Ministry of Industry and Information Technology, security experts @evilcos and @zhixianio have provided a detailed breakdown of security principles for Agents, emphasizing the protection of personal data through isolation, security manuals, and management tools.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDiversified channel integration:\u003c/strong\u003e @zhixianio mentioned that BotDrop now supports QQ Bot integration, allowing domestic users a smoother experience; meanwhile, @op7418 has updated the Feishu bridge service to enable streaming card output and permission approvals.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGamification of the ecosystem:\u003c/strong\u003e A Chinese community for Agents called InStreet has emerged, as well as a farming game (an Agent version of Stardew Valley) by @Pluvio9yte.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"claude-46-ushers-in-the-era-of\"\u003e\n  \u003cstrong\u003eClaude 4.6 Ushers in the Era of \u0026ldquo;Million-Token Context\u0026rdquo; and \u0026ldquo;Generative UI\u0026rdquo;\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#claude-46-ushers-in-the-era-of\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eAnthropic\u0026rsquo;s move has sparked collective excitement among the developer community:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e1M Context becomes widespread:\u003c/strong\u003e Claude Opus/Sonnet 4.6 now officially supports a 1 million token context, with no price increase for Max/Team users. @Gorden_Sun points out that its recall rate far exceeds competitors, which will significantly enhance the processing capabilities for large, complex projects.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGenerative UI Replicated:\u003c/strong\u003e Claude\u0026rsquo;s newly launched interactive chart feature was successfully replicated by developers like @op7418 and integrated into Codepilot within 24 hours, marking a leap in AI interaction from \u0026ldquo;plain text\u0026rdquo; to \u0026ldquo;real-time rendered components.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDouble Usage Bonus:\u003c/strong\u003e To counter competition, Anthropic announced that Claude\u0026rsquo;s usage limits will be doubled during off-peak hours (most of the daytime, Beijing time) for the next two weeks, according to @Pluvio9yte.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"native-browser-support-for-agent-control\"\u003e\n  \u003cstrong\u003eNative Browser Support for Agent Control\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#native-browser-support-for-agent-control\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eThe update in Chrome 146 is seen as a significant milestone for Agent implementation:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eWebMCP and Remote Debugging:\u003c/strong\u003e Chrome now natively supports WebMCP, allowing Agents to directly manipulate web pages. @Gorden_Sun believes this solves the challenge of universal web page manipulation. @zhixianio also praised the live session feature enabled by \u003ccode\u003echrome://inspect/#remote-debugging\u003c/code\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"2-unique-perspectives--industry-foresight\"\u003e\n  2. Unique Perspectives \u0026amp; Industry Foresight\n  \u003ca class=\"heading-link\" href=\"#2-unique-perspectives--industry-foresight\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003ch4 id=\"redefining-the\"\u003e\n  \u003cstrong\u003eRedefining the \u0026ldquo;Moat\u0026rdquo;\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#redefining-the\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eTesting is the New Moat:\u003c/strong\u003e @ruanyf argues that when AI can replicate large software like Next.js at an extremely low cost (e.g., $1100), the code itself no longer provides a moat. Instead, \u003cstrong\u003etest cases\u003c/strong\u003e will become the key defense against replication.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe Shift in Value Capture:\u003c/strong\u003e @lijigang keenly points out that while AI amplifies individual productivity, \u0026ldquo;upstream\u0026rdquo; players may reclaim profits previously passed down to the \u0026ldquo;downstream.\u0026rdquo; The productivity boost is real, but \u003cstrong\u003evalue capture\u003c/strong\u003e won\u0026rsquo;t necessarily remain with individuals.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"careers-and-collaboration-philosophy-in-the-ai-era\"\u003e\n  \u003cstrong\u003eCareers and Collaboration Philosophy in the AI Era\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#careers-and-collaboration-philosophy-in-the-ai-era\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eThe Rise of Vibe Coding:\u003c/strong\u003e @AI_Jasonyu shared a guide to Vibe Coding, with the core principle: \u0026ldquo;Don\u0026rsquo;t do manually what AI can do,\u0026rdquo; emphasizing that context is the most crucial element.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eThe \u0026ldquo;AI Employee\u0026rdquo; Concept:\u003c/strong\u003e @Gorden_Sun introduced products like Junior, suggesting that AI will evolve from \u0026ldquo;assistants\u0026rdquo; to \u0026ldquo;employees\u0026rdquo; with their own email addresses, capable of autonomously joining Slack/GitHub. Their monthly salary ($2000) could even surpass that of a typical junior human employee.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBelief-Driven Efficiency:\u003c/strong\u003e @dotey argues that proving a 10x efficiency boost from AI programming is unnecessary; it\u0026rsquo;s a \u0026ldquo;belief.\u0026rdquo; Those who believe will continuously push AI\u0026rsquo;s potential, ultimately achieving breakthroughs that far exceed 10x.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"meta\"\u003e\n  \u003cstrong\u003eMeta\u0026rsquo;s AI Dilemma\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#meta\"\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@vista8 provided a deep analysis of Meta\u0026rsquo;s anxiety after its $60 billion investment: the company is torn between \u0026ldquo;technical excellence\u0026rdquo; and \u0026ldquo;ad ROI,\u0026rdquo; and it faces a critical decision on whether to shift from open-source to closed-source models.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"3-recommended-tools--resources\"\u003e\n  3. Recommended Tools \u0026amp; Resources\n  \u003ca class=\"heading-link\" href=\"#3-recommended-tools--resources\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003ch4 id=\"development--agent-tools\"\u003e\n  \u003cstrong\u003eDevelopment \u0026amp; Agent Tools\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#development--agent-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\u003eCodepilot / Codex:\u003c/strong\u003e A high-performance AI programming tool maintained by @op7418, featuring support for Generative UI and visual Git management.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLearn Claude Code:\u003c/strong\u003e An open-source project by @baicai003 that teaches you to build a Claude Code-like Agent from scratch in 12 lessons. Highly recommended by @dotey.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpenJarvis:\u003c/strong\u003e A local-first Agent framework from Stanford, open-sourced, with support for local inference via Ollama and other models, shared by @Gorden_Sun.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eClawPal:\u003c/strong\u003e A lobster management tool developed by @zhixianio; version 0.3.3 now supports a self-healing feature.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"productivity--browser-enhancements\"\u003e\n  \u003cstrong\u003eProductivity \u0026amp; Browser Enhancements\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#productivity--browser-enhancements\"\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\u003eOpenCLI:\u003c/strong\u003e A tool that converts any website into a CLI interface, by @jakevin7.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCmux:\u003c/strong\u003e A free, native macOS terminal built on Ghostty, featuring a built-in browser and support for Agent task reminders, shared by @vista8.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eMouser:\u003c/strong\u003e A lightweight, privacy-respecting open-source alternative to Logitech\u0026rsquo;s official Options+ driver, shared by @vista8.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"learning--lifestyle\"\u003e\n  \u003cstrong\u003eLearning \u0026amp; Lifestyle\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#learning--lifestyle\"\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\u003eCapWords:\u003c/strong\u003e A uniquely creative AI-powered language learning tool that combines AI recognition with sticker collecting for a highly \u0026ldquo;gamified\u0026rdquo; experience, shared by @nishuang.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDefuddle:\u003c/strong\u003e An Obsidian plugin that allows you to capture subtitles and timestamps simultaneously when clipping YouTube videos, by @op7418.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ePC Configuration Checker:\u003c/strong\u003e \u003ca href=\"https://whatmodel.ai/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eWhatModel.ai\u003c/a\u003e, a one-click test to see which large models your computer can run and at how many tokens per second, shared by @vista8.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cstrong\u003eAnalyst\u0026rsquo;s Brief:\u003c/strong\u003e\nThe past 24 hours have shown that the AI industry is shifting from a \u0026ldquo;model race\u0026rdquo; to \u0026ldquo;deep applications and security governance.\u0026rdquo; Developers are no longer satisfied with just calling APIs; they are starting to rebuild interactive interfaces (Generative UI), explore local deployment (Mac Mini/local agents), and establish more complex automated workflows. At the same time, discussions about the societal structural changes brought about by AI (such as value capture and the decline of software stocks) have also entered deep waters. It is recommended to follow the progress of the \u003cstrong\u003eWebMCP\u003c/strong\u003e protocol, which could be the starting point for the next wave of web automation.\u003c/p\u003e\n\u003ch2 id=\"iv-watch-list-update-summary\"\u003e\n  IV. Watch List Update Summary\n  \u003ca class=\"heading-link\" href=\"#iv-watch-list-update-summary\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eTime frame: Last 7 days; covering 16 sources; 16 updates in total\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch3 id=\"lex-fridman-podcast-a_full\"\u003e\n  Lex Fridman Podcast (A_full)\n  \u003ca class=\"heading-link\" href=\"#lex-fridman-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://lexfridman.com/jeff-kaplan/?utm_source=rss\u0026amp;utm_medium=rss\u0026amp;utm_campaign=jeff-kaplan\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e#493 – Jeff Kaplan: World of Warcraft, Overwatch, Blizzard, and Future of Gaming\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-12 04:37 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Jeff Kaplan, the legendary Blizzard game designer of \u003cem\u003eWorld of Warcraft\u003c/em\u003e and \u003cem\u003eOverwatch\u003c/em\u003e, is now preparing to launch a new game, \u003cem\u003eThe Legend of California\u003c/em\u003e, from his new studio, Kintsugiyama—available for wishlist on Steam today, with an alpha release at the end of March.\n\u003cul\u003e\n\u003cli\u003ePlease see the timestamps below, and to provide feedback, submit questions, contact Lex, etc.\u003c/li\u003e\n\u003cli\u003eFin: An AI agent for customer service.\u003c/li\u003e\n\u003cli\u003eBlitzy: An AI agent for large enterprise codebases.\u003c/li\u003e\n\u003cli\u003eBetterHelp: Online therapy and counseling.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eJeff Kaplan is a legendary Blizzard game designer of World of Warcraft and Overwatch, now preparing to launch a new game, The Legend of California, from his…\u003c/li\u003e\n\u003cli\u003eThank you for listening ❤ Check out our sponsors: \u003ca href=\"https://lexfridman.com/sponsors/ep493-sc\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lexfridman.com/sponsors/ep493-sc\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, and to give feedback, submit questions, contact Lex, etc.\u003c/li\u003e\n\u003cli\u003eCONTACT LEX:\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\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\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-03-14 01:53 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - (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\u0026hellip;\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 Highlights:\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\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://allinchamathjason.libsyn.com/rewriting-the-rules-the-sec-cftc-on-crypto-ipos-the-future-of-american-markets\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eRewriting the Rules: The SEC \u0026amp; CFTC on Crypto, IPOs \u0026amp; the Future of American Markets\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-12 03:59 (Beijing Time)\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Jason and Chamath welcome Paul Atkins of the SEC and Michael Selig of the CFTC (0:53) Atkins discusses how the U.S. markets have changed over his 40-year career\u0026lt;\u0026hellip;\n\u003cul\u003e\n\u003cli\u003eThis article from the All-In podcast explains how Rewriting the Rules: The SEC \u0026amp; CFTC on Crypto, IPOs \u0026amp; the Future of American Markets is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also outlines the practical implications for founders, operators, and investors in the wake of \u0026ldquo;Rewriting the Rules: The SEC \u0026amp; CFTC on Crypto, IPOs \u0026amp; the Future of American Markets.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e(0:00) Jason and Chamath welcome SEC\u0026rsquo;s Paul Atkins and CFTC\u0026rsquo;s Michael Selig\n(0:53) Atkins on how US markets have changed over his 40 year career\n\u0026lt;…\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\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\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-15 20:31 (Beijing Time)\u003c/li\u003e\n\u003cli\u003eSummary: - 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, 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 the job search like an enterprise sales process.\u003c/li\u003e\n\u003cli\u003eWhy a simple \u0026ldquo;What’s the chance there’s a little more here?\u0026rdquo; often unlocks a 20% increase 2.\u003c/li\u003e\n\u003cli\u003eWhy Jacob believes the average movement 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\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 sent every…\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%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p….\u003c/p\u003e\n\u003cul\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\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\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.lennysnewsletter.com/p/how-i-built-a-1m-subscriber-newsletter\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow I built a 1M+ subscriber newsletter and top 10 tech podcast | Lenny Rachitsky\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-12 20:32 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - For a long time, people have been asking me to sit on the other side of the microphone.\n\u003cul\u003e\n\u003cli\u003eMy wife\u0026rsquo;s debut children\u0026rsquo;s book, \u0026ldquo;Charts for Babies,\u0026rdquo; will be published next month, and we thought: why not do it together?\u003c/li\u003e\n\u003cli\u003eWhat followed was one of the most honest conversations I\u0026rsquo;ve had on this podcast.\u003c/li\u003e\n\u003cli\u003eMichelle asked questions others wouldn\u0026rsquo;t think to ask, and many things I\u0026rsquo;ve never shared publicly.\u003c/li\u003e\n\u003cli\u003eYou\u0026rsquo;ll hear about the specific moment that prompted me to start writing the newsletter, my thoughts on quality and iteration, what stresses me out the most, and the scariest moment of my life.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003ePeople have been asking me to sit on the other side of the mic for a long time\u003c/li\u003e\n\u003cli\u003eWith my wife’s debut children’s book, Charts for Babies , coming out next month, we figured: why not do it together\u003c/li\u003e\n\u003cli\u003eWhat followed was one of the most honest conversations I’ve had on this podcast\u003c/li\u003e\n\u003cli\u003eMichelle asked things no one else would think to ask—and many things I’ve never shared publicly\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-figma-to-claude-code-and-back\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eFrom Figma to Claude Code and back | Gui Seiz \u0026amp; Alex Kern (Figma)\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-11 20:03 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Most teams are still passing static design files back and forth, and most Figma files are already outdated by the time they reach the engineering stage.\n\u003cul\u003e\n\u003cli\u003eGui Seiz (designer) and Alex Kern (engineer) from Figma demonstrated on screen the exact workflow their team uses to bridge the gap with AI.\u003c/li\u003e\n\u003cli\u003eThey demonstrated how to use Figma MCP to pull a running web application directly into Figma, edit collaboratively, and then push it back to code.\u003c/li\u003e\n\u003cli\u003eReplacing this is a fluid, two-way loop where design and code inform each other in real-time.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eListen or watch on YouTube, Spotify, or Apple Podcasts What you will learn: - How to use Figma\u0026rsquo;s MCP to pull production code directly into your Figma file - The workflow for pushing design changes from Figma back to the codebase with Claude Code, without manual CSS adjustments - How to export multiple code states (e.g., all five states of a registration flow) into Figma, so designers can work with what actually exists in production - Why AI is shifting design work from upstream planning to downstream craftsmanship, eliminating the rushed execution phase in the middle - How to create custom skills that automate pre-flight checks, lint fixes, and CI monitoring before shipping code to production - How to structure your codebase so AI can write 90% of it more effectively Brought to you by: Optimizely — The AI agent orchestration platform for marketing and digital teams In this episode, we cover: ( 00:00 ) Introduction to Gui and Alex from Figma ( 02:56 ) How AI is changing Figma\u0026rsquo;s internal workflow ( 05:17 ) The breakdown of the linear design-to-code workflow ( 07:28 ) Demo: Pulling production code into Figma with MCP ( 10:49 ) Precise design operations and team collaboration with Figma ( 14:10 ) Demo: Pushing Figma designs back to code with Claude Code ( 16:06 ) How AI is changing the role of software engineers ( 18:43 ) The shift to upstream planning and downstream craftsmanship (22:31) Demo: Exporting multiple code states back to Figma (25:23) Sync vs. async\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eMost teams are still passing static design files back and forth, a…\u003c/li\u003e\n\u003cli\u003eGui Seiz (designer) and Alex Kern (engineer) from Figma walk through the exact workflow their team uses to bridge that gap wit…\u003c/li\u003e\n\u003cli\u003eThey demo how to pull a running web app directly into Figma using the Figma MCP, edit it collaboratively, and push it back to code\u003c/li\u003e\n\u003cli\u003eThe old linear waterfall workflow is gone\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/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\u003ePublication Time: 2026-03-14 01:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (Photo by Megan Briggs/Getty Images).\n\u003cul\u003e\n\u003cli\u003eWelcome back to This Week in Stratechery!\u003c/li\u003e\n\u003cli\u003eAs a reminder, every week on Friday, we send an overview of the content in the Stratechery bundle; highlighted links are free for everyone.\u003c/li\u003e\n\u003cli\u003eAdditionally, you have full control over the content we send you.\u003c/li\u003e\n\u003cli\u003eWith that said, here are some of our favorites from this week.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003e\u0026lt;img alt=\u0026rdquo;\u0026quot; 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\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/an-interview-with-robert-fishman-about-the-current-state-of-hollywood/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAn Interview with Robert Fishman About the Current State of Hollywood\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-03-12 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - An interview with Robert Fishman of MoffettNathanson about the current state of Hollywood, including Netflix, Paramount, YouTube, Disney, and Amazon.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e$15\u003c/strong\u003e/month \u003cem\u003eor\u003c/em\u003e \u003cstrong\u003e$150\u003c/strong\u003e/year.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSubstantive analysis of the day\u0026rsquo;s news via three weekly emails or a podcast.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eStrategy Interviews\u003c/strong\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eInterviews with leading public company CEOs, private company founders, and discussions with fellow analysts.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN Key Points:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAn interview with MoffettNathanson\u0026rsquo;s Robert Fishman about the current state of Hollywood, including Netflix, Paramount, YouTube, Disney, and Amazon.\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/oracle-earnings-oracles-cloud-growth-oracles-software-defense/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOracle Earnings, Oracle’s Cloud Growth, Oracle’s Software Defense\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-11 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - The way Oracle crushed earnings speaks not only to the long-term AI wave they are riding but also to Oracle\u0026rsquo;s strong position.\n\u003cul\u003e\n\u003cli\u003eThis Stratechery article by Ben Thompson explains how Oracle\u0026rsquo;s earnings, cloud growth, and software defense are shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also reveals the practical implications of Oracle\u0026rsquo;s earnings, cloud growth, and software defense 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\u003eOracle crushed earnings in a way that not only speaks to the secular AI wave they are riding but also to Oracle\u0026rsquo;s strong position\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/rakuten\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eRakuten fixes issues twice as fast with Codex\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-11 21:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Its engineering team has 30,000 employees worldwide, and its products span a large, complex ecosystem where speed and reliability are paramount.\n\u003cul\u003e\n\u003cli\u003eThat\u0026rsquo;s why Yusuke Kaji, General Manager of Business AI at Rakuten, has spent the last year pushing agentic workflows deeper into how his teams plan, build, and validate software.\u003c/li\u003e\n\u003cli\u003eOver the past year, Rakuten engineers have used Codex in operations and software delivery to compress incident response (including a ~50% reduction in Mean Time To Recovery (MTTR)), strengthen CI/CD with automated code reviews and vulnerability checks, and enable more autonomous development on complex projects.\u003c/li\u003e\n\u003cli\u003e\u0026ldquo;We don\u0026rsquo;t just care about generating code quickly,\u0026rdquo; Kaji said.\u003c/li\u003e\n\u003cli\u003e\u0026ldquo;We care about shipping safely.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eRakuten uses Codex, the coding agent from OpenAI, to ship software faster and safer, reducing MTTR 50%, automating CI/CD reviews, and delivering full-stack buil…\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/designing-agents-to-resist-prompt-injection\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eDesigning AI agents to resist prompt injection\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-11 19:30 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - AI agents are increasingly able to browse the web, retrieve information, and take actions on behalf of users.\n\u003cul\u003e\n\u003cli\u003eThese capabilities are useful, but they also create new avenues for attackers to try and manipulate the system.\u003c/li\u003e\n\u003cli\u003eIn our experience, the most effective real-world versions of these attacks increasingly resemble social engineering rather than simple prompt overwrites.\u003c/li\u003e\n\u003cli\u003eIf the challenge isn\u0026rsquo;t just identifying malicious strings, but resisting misleading or manipulative content within a context, then defense can\u0026rsquo;t solely rely on filtering inputs.\u003c/li\u003e\n\u003cli\u003eIt also requires designing the system so that even if some attacks are successful, the impact of the manipulation is limited.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eHow ChatGPT defends against prompt injection and social engineering by constraining risky actions and protecting sensitive data in agent workflows.\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/wayfair\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eWayfair boosts catalog accuracy and support speed with OpenAI\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-11 19:00 Beijing Time\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSummary: - Wayfair uses OpenAI models to improve e-commerce support and product catalog accuracy, automatically classifying tickets and enhancing millions of product attributes\u0026hellip;\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how Wayfair improved catalog accuracy and support speed with OpenAI, shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eAfter Wayfair improved its catalog accuracy and support speed with OpenAI, it also brought practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eWayfair uses OpenAI models to improve ecommerce support and product catalog accuracy, automating ticket triage and enhancing millions of product attributes at 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/equip-responses-api-computer-environment\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eFrom model to agent: Equipping the Responses API with a computer environment\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-11 19:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - How OpenAI built an agent runtime using the Responses API, shell tools, and hosted containers to run secure, scalable agents with files, tools, and state.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how this development is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also reveals its practical implications for founders, operators, and investors.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eHow OpenAI built an agent runtime using the Responses API, shell tool, and hosted containers to run secure, scalable agents with files, tools, and state.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"two-minute-papers-b_introsearch\"\u003e\n  Two Minute Papers (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#two-minute-papers-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/watch?v=RDQ4vHAPNls\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThis Physics Breakthrough Looks Impossible\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-13 02:16 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - ❤️ Check out Lambda here and sign up for their GPU Cloud:.\n\u003cul\u003e\n\u003cli\u003e📝 The paper is available here:.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e❤️ Check out Lambda here and sign up for their GPU Cloud: \u003ca href=\"https://lambda.ai/papers\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lambda.ai/papers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e📝 The paper is available here:\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://xuan-li.github.io/pdf/publications/li2024dynamicduo.pdf\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://xuan-li.github.io/pdf/publications/li2024dynamicduo.pdf\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://www.youtube.com/watch\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://www.youtube.com/watch\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"lex-fridman-b_introsearch\"\u003e\n  Lex Fridman (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#lex-fridman-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/watch?v=H9rF1CSSh-w\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eJeff Kaplan: World of Warcraft, Overwatch, Blizzard, and Future of Gaming | Lex Fridman Podcast #493\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-03-12 04:21 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Jeff Kaplan is the legendary Blizzard game designer for \u0026ldquo;World of Warcraft\u0026rdquo; and \u0026ldquo;Overwatch,\u0026rdquo; and is now preparing to launch a new game, \u0026ldquo;The Legend of California,\u0026rdquo; from his new studio Kintsugiyama. It is available to wishlist on Steam today, with an Alpha release at the end of March.\n\u003cul\u003e\n\u003cli\u003eSee timestamps below, and provide feedback, submit questions, contact Lex, etc.\u003c/li\u003e\n\u003cli\u003e\u003cem\u003eFin:\u003c/em\u003e AI agent for customer service.\u003c/li\u003e\n\u003cli\u003e\u003cem\u003eBlitzy:\u003c/em\u003e AI agent for large enterprise codebases.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eJeff Kaplan is a legendary Blizzard lead game designer of World of Warcraft and Overwatch, now preparing to launch a new game, The Legend of California, from hi…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eThank you for listening ❤ Check out our sponsors: \u003ca href=\"https://lexfridman.com/sponsors/ep493-sb\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003ehttps://lexfridman.com/sponsors/ep493-sb\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSee below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc\u003c/li\u003e\n\u003cli\u003e\u003cem\u003eTranscript:\u003c/em\u003e\u003c/li\u003e\n\u003c/ul\u003e\n","description":"Today, the AI industry is focusing on leaps in interaction and implementation capabilities. Anthropic released Claude 4.6, introducing generative UI and million-token context, significantly enhancing complex project handling capabilities; Chrome version 146 natively supports WebMCP, providing underlying support for AI Agent web manipulation. Additionally, Zhipu AI released GLM-5-Turbo to optimize Agent workflows, and the industry is accelerating its shift from model competition to deep application and security governance."}