{
  "title": "2026-06-03 AI Daily | One Year of Engineering Done in Two Weeks: Codex Reshapes Developer Toolchain, Agents Ignite Data Sovereignty Shadow War",
  "url": "https://miaok.ong/en/ai-daily/ai-daily-2026-06-03/",
  "date": "2026-06-03T07:00:00+08:00",
  "lastmod": "2026-06-03T07:00:00+08:00",
  "type": "ai-daily",
  "kind": "page",
  "language": "en",
  "description": "Today\u0026rsquo;s Core Trend: AI agents are transitioning from code completion to environment construction and workflow execution engines. The Wasmer team, with the help of Codex, compressed a year\u0026rsquo;s worth of Edge Runtime engineering into two weeks, achieving an engineering efficiency miracle. Concurrently, the Fivetran founder warns that agents are triggering a struggle for data control within enterprise record systems, while breakthroughs in the availability of edge-side models are reshaping the inference cost structure.",
  "keywords": null,
  "tags": [],
  "categories": [],
  "author": "Mark (Miao) Kong",
  "image": "https://miaok.ong/images/avatar.jpg",
  "content": "\u003ch1 id=\"2026-06-03-ai-daily--a-year-of-engineering-in-two-weeks-codex-reshapes-developer-toolchains-as-agents-ignite-a-covert-war-for-data-sovereignty\"\u003e\n  2026-06-03 AI Daily | A Year of Engineering in Two Weeks: Codex Reshapes Developer Toolchains as Agents Ignite a Covert War for Data Sovereignty\n  \u003ca class=\"heading-link\" href=\"#2026-06-03-ai-daily--a-year-of-engineering-in-two-weeks-codex-reshapes-developer-toolchains-as-agents-ignite-a-covert-war-for-data-sovereignty\"\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 Key Trend: AI agents are evolving from code completion to engines for environment construction and workflow execution. The Wasmer team achieved an engineering miracle by using Codex to compress a year\u0026rsquo;s worth of Edge Runtime engineering into just two weeks. Simultaneously, Fivetran\u0026rsquo;s founder warns that agents are triggering a battle for data control over enterprise systems of record, while breakthroughs in on-device model availability are restructuring the economics of inference.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"-in-depth-guide-to-this-issues-watch-list\"\u003e\n  📖 In-depth Guide to This Issue\u0026rsquo;s Watch List\n  \u003ca class=\"heading-link\" href=\"#-in-depth-guide-to-this-issues-watch-list\"\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\u003eThe main theme today is clear: everyone is focused on \u003cstrong\u003ehow AI can truly \u0026ldquo;get its hands dirty\u0026rdquo; and reshape core processes\u003c/strong\u003e. Here are the three most important facets to delve into.\u003c/p\u003e\n\u003cp\u003eFirst, it is highly recommended to follow the \u003cstrong\u003e\u0026ldquo;Nobel moment\u0026rdquo; and cutting-edge practices in AI for Science\u003c/strong\u003e. The prediction of AlphaFold winning an award is not unfounded, with over 3 million researchers already benefiting. At the same time, OpenAI\u0026rsquo;s release of the \u0026ldquo;AI Co-scientist\u0026rdquo; and the upgraded GPT-Rosalind are injecting reasoning capabilities into medicinal chemistry and genomics. This signals a paradigm shift in life sciences R\u0026amp;D from \u0026ldquo;manual trial-and-error\u0026rdquo; to \u0026ldquo;AI-driven, cross-scale synthesis.\u0026rdquo;\u003c/p\u003e\n\u003cp\u003eSecond, \u003cstrong\u003eagents are triggering a deep-seated strategic game over corporate data and infrastructure\u003c/strong\u003e. Fivetran founder George Fraser made a sharp point: many companies overestimate the threat of AI but underestimate the battle for data control sparked when agents access systems of record. Meanwhile, conversations with OpenAI\u0026rsquo;s CFO and the Travelers insurance claims case study show that as AI shifts to a consumer model and directly faces customers, new investment rules and 24/7 operations are rewriting the logic of business valuation.\u003c/p\u003e\n\u003cp\u003eFinally, an undeniable signal is the \u003cstrong\u003eacceleration of the \u0026ldquo;Codex-ification\u0026rdquo; of the developer toolchain\u003c/strong\u003e. The Wasmer team used Codex to compress a year of Edge Runtime engineering into two weeks—an engineering efficiency miracle. From OpenClaw\u0026rsquo;s open-source assistant to various role-based plugins, AI is evolving from \u0026ldquo;code completion\u0026rdquo; into the ultimate accelerator for \u0026ldquo;environment construction and workflow execution.\u0026rdquo;\u003c/p\u003e\n\u003ch2 id=\"-ai-hot-topics-on-x\"\u003e\n  🌐 AI Hot Topics on X\n  \u003ca class=\"heading-link\" href=\"#-ai-hot-topics-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/h2\u003e\n\u003ch3 id=\"topic-1openclaw-202661-brings-native-windows-support-and-self-improving-agents\"\u003e\n  Topic 1:OpenClaw 2026.6.1 Brings Native Windows Support and Self-Improving Agents\n  \u003ca class=\"heading-link\" href=\"#topic-1openclaw-202661-brings-native-windows-support-and-self-improving-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\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time:, Related Posts: 84\u003c/li\u003e\n\u003cli\u003eWhat happened: The open-source project OpenClaw released version 2026.6.1, introducing native Windows support for the first time and integrating self-improving AI agents.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Native Windows support removes a major obstacle for cross-platform deployment. The self-improving agents demonstrate a viable path for AI systems to achieve autonomous iteration within practical tools, potentially pushing the developer ecosystem toward a more open and automated future.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion focuses on whether the Windows version\u0026rsquo;s performance can match that of Linux, the safety boundaries for self-improving agents, and whether this capability will further diminish the role of human developers in tool maintenance.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2anthropic-engineers-share-free-claude-code-mastery-talks\"\u003e\n  Topic 2:Anthropic Engineers Share Free Claude Code Mastery Talks\n  \u003ca class=\"heading-link\" href=\"#topic-2anthropic-engineers-share-free-claude-code-mastery-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 · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: 4 hours ago, Related Posts: 316\u003c/li\u003e\n\u003cli\u003eWhat happened: Anthropic engineers have released a free training lecture series called \u0026ldquo;Claude Code Mastery.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: This move lowers the entry barrier for developers to use advanced AI programming tools through systematic education. It is expected to accelerate the adoption of AI-assisted development and solidify Anthropic\u0026rsquo;s ecosystem influence.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions revolve around the practical value of the lecture content, the business strategy behind making it free, and a comparison of the pros and cons of Claude Code versus competitors like GitHub Copilot. Some developers question if the main goal is to drive traffic to their paid API.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3reve-20-launches-as-top-ai-image-generator-with-layout-control\"\u003e\n  Topic 3:Reve 2.0 Launches as Top AI Image Generator with Layout Control\n  \u003ca class=\"heading-link\" href=\"#topic-3reve-20-launches-as-top-ai-image-generator-with-layout-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/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending Time: 4 hours ago, Related Posts: 983\u003c/li\u003e\n\u003cli\u003eWhat happened: The AI image generation model Reve 2.0 has been officially released, featuring advanced layout control capabilities and gaining significant attention in the image generation field.\u003c/li\u003e\n\u003cli\u003eWhy it\u0026rsquo;s important: Precise layout control has always been a weak point for diffusion models in image generation. Reve 2.0 elevates this capability to a new level, which could shift AI creation from random aesthetics to controllable design, lowering the barrier for commercial applications.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Users are mainly discussing the real-world usability of its layout control and comparing it with mainstream models like Midjourney, DALL·E 3. Some professional users are interested in whether an API will be available or if it will be open-sourced, while general users are more focused on generation speed and cost.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4openai-fixes-codex-glitches-and-resets-usage-limits-for-developers\"\u003e\n  Topic 4:OpenAI Fixes Codex Glitches and Resets Usage Limits for Developers\n  \u003ca class=\"heading-link\" href=\"#topic-4openai-fixes-codex-glitches-and-resets-usage-limits-for-developers\"\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: 1 day ago, Related posts: 2800\u003c/li\u003e\n\u003cli\u003eWhat happened: OpenAI fixed an API issue with its code generation model, Codex, and reset usage quotas for affected developers.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This action directly impacts the stability and developer trust in AI-assisted programming toolchains based on Codex. It helps maintain the service reliability of OpenAI in the code generation space and is crucial for the ecosystem of low-latency, high-availability programming assistants.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X focused on the transparency of the root cause, whether the quota reset benefited all affected users, and speculation about future updates and pricing for Codex. Some developers criticized OpenAI for a lack of timely communication, while others appreciated the quick fix and compensation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-miso-labs-launches-miso-one-open-source-tts-model-with-human-like-emotion\"\u003e\n  Topic 5: Miso Labs Launches Miso One Open-Source TTS Model with Human-Like Emotion\n  \u003ca class=\"heading-link\" href=\"#topic-5-miso-labs-launches-miso-one-open-source-tts-model-with-human-like-emotion\"\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: 8 hours ago, Related posts: 1500\u003c/li\u003e\n\u003cli\u003eWhat happened: Miso Labs released the open-source text-to-speech model Miso One, claiming it can generate speech with human-like emotion.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The model integrates emotional expression into high-quality open-source TTS, which is expected to lower the barrier for emotional speech synthesis and make it easier for developers to build more natural and expressive human-computer interaction applications.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X centered on the authenticity of its emotional expression, comparisons with closed-source commercial solutions like ElevenLabs, and the advantages of customizability versus the potential risks of misuse that come with open-sourcing.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"summary-of-ai-public-opinion-on-x-today\"\u003e\n  Summary of AI Public Opinion on X Today\n  \u003ca class=\"heading-link\" href=\"#summary-of-ai-public-opinion-on-x-today\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cp\u003eToday\u0026rsquo;s main narrative clearly outlines that AI tools are at a crossroads, rapidly moving from \u0026ldquo;usable\u0026rdquo; to \u0026ldquo;easy to use and controllable.\u0026rdquo; The developer community is excited by the increased controllability demonstrated by Reve 2.0\u0026rsquo;s precise architecture and Miso One\u0026rsquo;s emotional speech, but they also remain wary of the trend where self-improving agents like OpenClaw could blur security boundaries and diminish human roles. The consensus is that actions like Anthropic releasing free system courses and OpenAI quickly fixing Codex and resetting quotas are widely seen as necessary steps to lower the barrier to innovation and solidify ecosystem trust. However, disagreements are just as sharp. Many discussions focus on whether these open and free strategies are truly about building a public ecosystem or are merely lead generation for their own paid APIs. It also remains inconclusive whether open-source models can truly match the performance of closed-source alternatives. The greater underlying risk behind these debates is that if emotional synthesis and self-improving agents are misused or lack transparent oversight, they will directly impact content security and developer trust. Furthermore, excessively rapid automated iteration could invisibly redraw the fragile boundaries of human-computer collaboration.\u003c/p\u003e\n\u003ch2 id=\"-influencer-insights\"\u003e\n  💡 Influencer Insights\n  \u003ca class=\"heading-link\" href=\"#-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\u003ch1 id=\"ai-industry-daily-on-device-model-boom-deepening-agent-workflows-and-accelerating-codex-ecosystem\"\u003e\n  AI Industry Daily: On-Device Model Boom, Deepening Agent Workflows, and Accelerating Codex Ecosystem\n  \u003ca class=\"heading-link\" href=\"#ai-industry-daily-on-device-model-boom-deepening-agent-workflows-and-accelerating-codex-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/h1\u003e\n\u003ch2 id=\"i-todays-core-hotspots\"\u003e\n  I. Today\u0026rsquo;s Core Hotspots\n  \u003ca class=\"heading-link\" href=\"#i-todays-core-hotspots\"\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=\"1-on-device-llm-capabilities-leap-forward-making-ascetic-local-use-a-reality\"\u003e\n  1. On-Device LLM Capabilities Leap Forward, Making \u0026ldquo;Ascetic\u0026rdquo; Local Use a Reality\n  \u003ca class=\"heading-link\" href=\"#1-on-device-llm-capabilities-leap-forward-making-ascetic-local-use-a-reality\"\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\u003eMultiple bloggers have intensively verified the usability breakthrough of on-device models:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e@zhixianio\u003c/strong\u003e completed an \u0026ldquo;ascetic-style practice\u0026rdquo;: Using the Qwen3.6-35B-A3B-oQ6-fp16-mtp model running via oMLX (Native MTP on, Thinking off, 128K CTX), the \u003cstrong\u003eresponse speed in PA (Personal Assistant) and Coding scenarios surpassed remote LLMs, with high intelligence and the ability to go the extra mile\u003c/strong\u003e. He specifically noted the native multimodal experience was \u0026ldquo;even better than DSV4 Pro.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003eNew on-device hardware platforms are emerging: The \u003cstrong\u003eAMD Ryzen AI Halo\u003c/strong\u003e mini PC was released, pre-installed with ROCm and AI development workflows, further lowering the barrier to local deployment.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003eInsight\u003c/strong\u003e: On-device models are shifting from \u0026ldquo;toys\u0026rdquo; to \u0026ldquo;production tools.\u0026rdquo; The usability of 35B-level models on consumer-grade hardware marks a \u003cstrong\u003efundamental change in the inference cost structure\u003c/strong\u003e.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch3 id=\"2-deepening-coding-agent-workflows-the-goal-command-becomes-a-core-interaction-paradigm\"\u003e\n  2. Deepening Coding Agent Workflows: The /goal Command Becomes a Core Interaction Paradigm\n  \u003ca class=\"heading-link\" href=\"#2-deepening-coding-agent-workflows-the-goal-command-becomes-a-core-interaction-paradigm\"\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\u003e\u003cstrong\u003eCodex\u0026rsquo;s \u003ccode\u003e/goal\u003c/code\u003e mode\u003c/strong\u003e became a focal point of discussion today, with several bloggers sharing best practices:\u003c/p\u003e\n\u003ctable\u003e\n  \u003cthead\u003e\n      \u003ctr\u003e\n          \u003cth\u003eBlogger\u003c/th\u003e\n          \u003cth\u003eCore Viewpoint\u003c/th\u003e\n      \u003c/tr\u003e\n  \u003c/thead\u003e\n  \u003ctbody\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003e@dotey\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003eTwo main uses for \u003ccode\u003e/goal\u003c/code\u003e: ① Write a checklist and have the AI check off items one by one; ② Write a design document to be executed in phases, with an automatic commit after each round\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003e@vista8\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003eDistilled the \u0026ldquo;six key elements\u0026rdquo; of a Goal command: Result, Verification, Constraints, Boundaries, Iteration Strategy, and Blocking Conditions; also shared \u003ccode\u003e/plan\u003c/code\u003e pre-convergence techniques\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003e@zhixianio\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003eDiscovered that \u003ccode\u003e/goal clear\u003c/code\u003e can clear existing goals, allowing the Agent to set new ones autonomously; pointed out the product style differences between Codex and Claude Code regarding parameter prompts\u003c/td\u003e\n      \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e\u003cstrong\u003eThe Claude Code ecosystem is evolving in sync\u003c/strong\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e@Pluvio9yte\u003c/strong\u003e recommends an in-depth analysis of the Claude Code Workflow and tests Opus 4.8: Front-end details are optimized, back-end capabilities are significantly improved, the \u0026ldquo;unnatural language\u0026rdquo; issue is better, but it feels like it consumes tokens faster.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e@dotey\u003c/strong\u003e reports that Claude Design + Opus 4.8 achieves extremely high fidelity in replicating Mac App UI.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"3-codex-enterprise-features-released-sites-and-ecosystem-expansion\"\u003e\n  3. Codex Enterprise Features Released: Sites and Ecosystem Expansion\n  \u003ca class=\"heading-link\" href=\"#3-codex-enterprise-features-released-sites-and-ecosystem-expansion\"\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\u003e\u003cstrong\u003eOpenAI Codex Releases Sites Feature\u003c/strong\u003e (@vista8, @dotey):\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eGenerate a shareable, interactive website/app with a single sentence.\u003c/li\u003e\n\u003cli\u003eExclusive to the enterprise version, invoked via \u003ccode\u003e@ site\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eCommented as \u0026ldquo;Anthropic only does Design, OpenAI handles both design and generation.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eExplosion of Ecosystem Tools\u003c/strong\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e@Pluvio9yte\u003c/strong\u003e compiles a list of must-have Codex plugins: Chrome, GitHub, Gmail, Vercel, HyperFrames.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e@dotey\u003c/strong\u003e develops \u003ccode\u003ebaoyu-image-gen Skill\u003c/code\u003e, enabling the Codex CLI to be called within Claude Code/Hermes Agent for image generation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch3 id=\"4-domestic-agent-platforms-coze-30-takes-a-commanding-lead\"\u003e\n  4. Domestic Agent Platforms: Coze 3.0 Takes a Commanding Lead\n  \u003ca class=\"heading-link\" href=\"#4-domestic-agent-platforms-coze-30-takes-a-commanding-lead\"\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\u003e\u003cstrong\u003e@Pluvio9yte\u003c/strong\u003e reveals details about the major Coze 3.0 update:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eBuilt-in \u003cstrong\u003eClaude Code and Codex\u003c/strong\u003e, allowing connection to local Agents (like a local Codex).\u003c/li\u003e\n\u003cli\u003eCall Claude/Codex directly from the cloud sandbox.\u003c/li\u003e\n\u003cli\u003eDescribed as \u0026ldquo;having a commanding lead in the domestic market.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003ch2 id=\"ii-unique-perspectives--industry-outlook\"\u003e\n  II. Unique Perspectives \u0026amp; Industry Outlook\n  \u003ca class=\"heading-link\" href=\"#ii-unique-perspectives--industry-outlook\"\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=\"1-core-insights-into-model-training\"\u003e\n  1. Core Insights into Model Training\n  \u003ca class=\"heading-link\" href=\"#1-core-insights-into-model-training\"\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\u003e\u003cstrong\u003e@vista8\u003c/strong\u003e relays key points from an interview with Ethan He, head of video multimodality at xAI:\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u0026ldquo;Improvements in model quality often don\u0026rsquo;t come from new algorithms, but from \u003cstrong\u003efixing bugs in data and training processes\u003c/strong\u003e\u0026rdquo;; \u0026ldquo;The ceiling for video models is actually language models.\u0026rdquo;\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e\u003cstrong\u003e@vista8\u003c/strong\u003e also shares research from Stanford University: On 330M/1B scale models, unfiltered Common Crawl data, after sufficient training, \u003cstrong\u003eoutperforms the filtered version\u003c/strong\u003e—\u0026ldquo;Small models are afraid of junk data, but large models are not; a sufficient number of parameters can isolate junk from useful information.\u0026rdquo;\u003c/p\u003e\n\u003ch3 id=\"2-the-cost-paradox-of-ai-programming\"\u003e\n  2. The Cost Paradox of AI Programming\n  \u003ca class=\"heading-link\" href=\"#2-the-cost-paradox-of-ai-programming\"\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\u003e\u003cstrong\u003e@ruanyf\u003c/strong\u003e quotes data from the founder of OpenClaw: a monthly consumption of 603 billion tokens, equivalent to $1.3 million/month (9 million RMB):\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u0026ldquo;If used without limits, \u003cstrong\u003eAI programming is much more expensive than human programmers\u003c/strong\u003e\u0026rdquo;; even when switching to domestic open-source models (at 1/30th to 1/50th the price), the annual cost is still 2-3 million RMB.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch3 id=\"3-the-philosophy-of-skill-encapsulation\"\u003e\n  3. The Philosophy of Skill Encapsulation\n  \u003ca class=\"heading-link\" href=\"#3-the-philosophy-of-skill-encapsulation\"\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\u003e\u003cstrong\u003e@lijigang\u003c/strong\u003e proposes two development paths for LLMs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eGo downwards\u003c/strong\u003e: Atomize into specific task-based skills.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGo upwards\u003c/strong\u003e: Modularize by encapsulating best practices for scenarios (workflows, node optimization, skills).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eAnd asks: \u0026ldquo;What is the next form of Skill? Is the browser extension mechanism a possible answer?\u0026rdquo;\u003c/p\u003e\n\u003ch3 id=\"4-a-new-paradigm-for-human-computer-collaborative-reading\"\u003e\n  4. A New Paradigm for Human-Computer Collaborative Reading\n  \u003ca class=\"heading-link\" href=\"#4-a-new-paradigm-for-human-computer-collaborative-reading\"\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\u003e\u003cstrong\u003e@lijigang\u003c/strong\u003e proposes the \u003cstrong\u003e\u0026ldquo;Shadow Book\u0026rdquo; reading method\u003c/strong\u003e:\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u0026ldquo;In the age of print, you could only read the one book the author wrote; in the age of AI, you can read the countless books the author could have written but didn\u0026rsquo;t\u0026rdquo;—whenever you read any assertion, immediately use AI to analyze opposing schools of thought, overlooked premises, intellectual lineage, logical boundaries, etc.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"iii-recommended-tools--resources\"\u003e\n  III. Recommended Tools \u0026amp; Resources\n  \u003ca class=\"heading-link\" href=\"#iii-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/h2\u003e\n\u003ch3 id=\"coding-agent-tools\"\u003e\n  Coding Agent Tools\n  \u003ca class=\"heading-link\" href=\"#coding-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/h3\u003e\n\u003ctable\u003e\n  \u003cthead\u003e\n      \u003ctr\u003e\n          \u003cth\u003eTool\u003c/th\u003e\n          \u003cth\u003eSource\u003c/th\u003e\n          \u003cth\u003eDescription\u003c/th\u003e\n      \u003c/tr\u003e\n  \u003c/thead\u003e\n  \u003ctbody\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eCodex CLI\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@Pluvio9yte\u003c/td\u003e\n          \u003ctd\u003eOpen-source, can be deployed locally\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eHermes Desktop\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@dotey / @AI_Jasonyu\u003c/td\u003e\n          \u003ctd\u003eGUI client released by Nous Research, \u0026ldquo;GUIs are now the mainstream for Agents\u0026rdquo;\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003ecc-switch\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@Pluvio9yte\u003c/td\u003e\n          \u003ctd\u003eA multi-provider switching tool for Claude Code, now supports DeepSeek\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eCodex Reset Watchdog\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@vista8\u003c/td\u003e\n          \u003ctd\u003eMonitors Codex reset messages and automatically switches to the fast model to save on usage\u003c/td\u003e\n      \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\u003ch3 id=\"on-device-model-tools\"\u003e\n  On-Device Model Tools\n  \u003ca class=\"heading-link\" href=\"#on-device-model-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/h3\u003e\n\u003ctable\u003e\n  \u003cthead\u003e\n      \u003ctr\u003e\n          \u003cth\u003eTool\u003c/th\u003e\n          \u003cth\u003eSource\u003c/th\u003e\n          \u003cth\u003eDescription\u003c/th\u003e\n      \u003c/tr\u003e\n  \u003c/thead\u003e\n  \u003ctbody\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eoMLX v0.4.0\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@zhixianio (RT @jundotkim)\u003c/td\u003e\n          \u003ctd\u003eFirst official native Swift macOS application, supports Native MTP\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eOwlia Nest\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@zhixianio\u003c/td\u003e\n          \u003ctd\u003eDeveloped by an individual to solve the pain point of remote file browsing in PA, supports directory trees, Markdown editing, and PWA\u003c/td\u003e\n      \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\u003ch3 id=\"skillautomation-resources\"\u003e\n  Skill/Automation Resources\n  \u003ca class=\"heading-link\" href=\"#skillautomation-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\u003ctable\u003e\n  \u003cthead\u003e\n      \u003ctr\u003e\n          \u003cth\u003eResource\u003c/th\u003e\n          \u003cth\u003eSource\u003c/th\u003e\n          \u003cth\u003eDescription\u003c/th\u003e\n      \u003c/tr\u003e\n  \u003c/thead\u003e\n  \u003ctbody\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u0026mdash;\u0026mdash;\u003c/td\u003e\n          \u003ctd\u003e\u0026mdash;\u0026mdash;\u003c/td\u003e\n          \u003ctd\u003e\u0026mdash;\u0026mdash;\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eNVIDIA Skill Security Scanning Tool\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@vista8\u003c/td\u003e\n          \u003ctd\u003eOpen-source, Skill security review\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003ebaoyu-image-gen Skill\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@dotey\u003c/td\u003e\n          \u003ctd\u003eGenerates images by calling Codex within Claude Code\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eWeChat Read Skill\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@lijigang (RT)\u003c/td\u003e\n          \u003ctd\u003eChapter-level reading recommendations based on daily conversation analysis\u003c/td\u003e\n      \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\u003ch3 id=\"learning-materials\"\u003e\n  Learning Materials\n  \u003ca class=\"heading-link\" href=\"#learning-materials\"\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\u003ctable\u003e\n  \u003cthead\u003e\n      \u003ctr\u003e\n          \u003cth\u003eResource\u003c/th\u003e\n          \u003cth\u003eSource\u003c/th\u003e\n          \u003cth\u003eDescription\u003c/th\u003e\n      \u003c/tr\u003e\n  \u003c/thead\u003e\n  \u003ctbody\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eA Complete Breakdown of the Claude Code Workflow\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@Pluvio9yte (RT @servasyy_ai)\u003c/td\u003e\n          \u003ctd\u003eA systematic tutorial polished over 30 iterations\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003eDIY Claude Code CLI Tutorial\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@Pluvio9yte (RT @bozhou_ai)\u003c/td\u003e\n          \u003ctd\u003e7-day beginner content to understand the basic workflow of a Coding Agent\u003c/td\u003e\n      \u003c/tr\u003e\n      \u003ctr\u003e\n          \u003ctd\u003e\u003cstrong\u003e《Illustrated Skill: A Practical Guide to AI-Powered Efficiency》\u003c/strong\u003e\u003c/td\u003e\n          \u003ctd\u003e@dotey\u003c/td\u003e\n          \u003ctd\u003eCompanion open course to be live-streamed on Turing Community on June 2nd\u003c/td\u003e\n      \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\u003chr\u003e\n\u003ch2 id=\"iv-noteworthy-data-points\"\u003e\n  IV. Noteworthy Data Points\n  \u003ca class=\"heading-link\" href=\"#iv-noteworthy-data-points\"\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\u003eGitHub Code Commits\u003c/strong\u003e: Q1 2026 saw a \u003cstrong\u003e14x\u003c/strong\u003e increase compared to the same period last year (@ruanyf)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eZhipu AI\u0026rsquo;s Market Cap\u003c/strong\u003e: Now equals Xiaomi, or about two JDs, \u0026ldquo;the world\u0026rsquo;s most valuable open-source software company\u0026rdquo; (@ruanyf)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eFigma\u0026rsquo;s Stock Price\u003c/strong\u003e: Dropped from $115 to $22.5, a decline of \u003cstrong\u003e80%\u003c/strong\u003e (@ruanyf)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e@vista8\u0026rsquo;s Codex Usage Data\u003c/strong\u003e: 11 consecutive days of use, with the longest single task lasting 8 hours\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cem\u003eThis report is compiled from public posts on X between June 2-4, 2026\u003c/em\u003e\u003c/p\u003e\n\u003ch2 id=\"-appendix-todays-watch-list-update-source-list\"\u003e\n  📚 Appendix: Today\u0026rsquo;s Watch List Update Source List\n  \u003ca class=\"heading-link\" href=\"#-appendix-todays-watch-list-update-source-list\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eTime window: Last 3 days; 16 sources covered; 17 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/ai-agents-and-the-fight-for-customer-data-oTfoFpTX\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAI Agents and the Fight for Customer Data\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-06-03 00:50 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Martin Casado speaks with George Fraser, cofounder and CEO of Fivetran, about the future of data infrastructure in the age of AI.\n\u003cul\u003e\n\u003cli\u003eThe conversation covers Fivetran’s merger with dbt, the changing role of data platforms, and why Fraser believes many companies are overestimating the threat AI poses to enterprise software.\u003c/li\u003e\n\u003cli\u003eThey discuss open data access, the backlash against AI agents accessing systems of record, and why businesses still need centralized data foundations even as agent-based workflows become more common.\u003c/li\u003e\n\u003cli\u003eAlong the way, Fraser shares his views on data gravity, coding agents, enterprise AI adoption, and how AI is changing the way software companies build and operate their products.\u003c/li\u003e\n\u003cli\u003eSee all the things a16z is doing with AI here, including articles, projects, and more podcasts.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eMartin Casado speaks with George Fraser, cofounder and CEO of Fivetran, about the future of data infrastructure in the age of AI\u003c/li\u003e\n\u003cli\u003eThe conversation covers Fivetran’s merger with dbt, the changing role of data platforms, and why Fraser believes many companies are overestimating the threat AI…\u003c/li\u003e\n\u003cli\u003eThey discuss open data access, the backlash against AI agents accessing systems of record, and why businesses still need centralized data foundations even as ag…\u003c/li\u003e\n\u003cli\u003eAlong the way, Fraser shares his views on data gravity, coding agents, enterprise AI adoption, and how AI is changing the way software companies build and opera…\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/How-to-Build-an-AI-Native-Services-Company-e3k8dj5\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow to Build an AI-Native Services Company\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-06-04 00:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - You might have heard of OpenClaw (formerly known as Clawdbot/Moltbot).\n\u003cul\u003e\n\u003cli\u003eThe sensational open-source AI assistant that runs on your own device, connects with the messaging apps you already use, and goes beyond chat to actually perform tasks like managing your email, calendar, files, workflows, and more.\u003c/li\u003e\n\u003cli\u003eNow meet the person behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sits down with OpenClaw founder Peter Steinberger to discuss the \u0026ldquo;aha\u0026rdquo; moment behind the viral personal AI agent, why local-first agents could replace many of today\u0026rsquo;s apps, and how personal agents are poised to reshape the future of software.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eSome of the biggest companies of the next decade won\u0026rsquo;t be software businesses, they\u0026rsquo;ll be services companies like insurance carriers, law firms, and tax practic…\u003c/li\u003e\n\u003cli\u003eIn this episode of Startup School, YC Visiting Partner Charlie Warren walks through the playbook for building AI native services companies, covering how to pick…\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/bill-ackman-investment-strategy-what-the-market-is-missing-how-ai-breaks-businesses\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eBill Ackman: Investment Strategy, What the Market is Missing, How AI Breaks Businesses\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-06-03 11:06 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - EY - Agentic AI is introducing new rules for investment.\n\u003cul\u003e\n\u003cli\u003eAs AI shifts to a consumption-based model, EY connects spending with enterprise value.\u003c/li\u003e\n\u003cli\u003eNew York Stock Exchange - Thanks to our partner, the New York Stock Exchange - a modern marketplace and exchange dedicated to building the future.\u003c/li\u003e\n\u003cli\u003ePlaud, our official wearable AI note-taking partner at the All-In Liquidity Summit, captured every insight.\u003c/li\u003e\n\u003cli\u003eBill Ackman: Investment Strategy, What the Market is Missing, How AI Breaks Businesses.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Bill Ackman joins the show\u003c/li\u003e\n\u003cli\u003e(0:30) Evolving investment philosophy: What\u0026rsquo;s changed over 20 years\u003c/li\u003e\n\u003cli\u003e(4:40) AI: Greatest time to build a business, and a major threat to portfolios\u003c/li\u003e\n\u003cli\u003e(7:50) Predicting market moves, the \u0026ldquo;rubber band effect\u0026rdquo;\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/openai-cfo-sarah-friar-on-ipo-ai-rivalries-new-device-and-spending-100b-on-compute\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI CFO Sarah Friar on IPO, AI Rivalries, New Device, and Spending $100B+ on Compute\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-06-02 22:31 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - EY - Agentic AI is introducing new rules for investment.\n\u003cul\u003e\n\u003cli\u003eAs AI shifts to a consumption-based model, EY connects spending with enterprise value.\u003c/li\u003e\n\u003cli\u003eNew York Stock Exchange - Thanks to our partner, the New York Stock Exchange - a modern marketplace and exchange dedicated to building the future.\u003c/li\u003e\n\u003cli\u003ePlaud, our official wearable AI note-taking partner at the All-In Liquidity Summit, captured every insight.\u003c/li\u003e\n\u003cli\u003eOpenAI CFO Sarah Friar on IPO, AI Rivalries, New Device, and Spending $100B+ on Compute.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) OpenAI CFO Sarah Friar joins the show\u003c/li\u003e\n\u003cli\u003e(0:31) How OpenAI thinks about its IPO timeline\u003c/li\u003e\n\u003cli\u003e(3:31) OpenAI, Anthropic, Google: The AI arms race\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(7:43) Navigating the compute crunch and AI bottlenecks, device preview\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"stratechery-by-ben-thompson-a_full\"\u003e\n  Stratechery by Ben Thompson (A_full)\n  \u003ca class=\"heading-link\" href=\"#stratechery-by-ben-thompson-a_full\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/the-nvidia-ai-pc-project-solara-microsoft-ai/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe Nvidia AI PC, Project Solara, Microsoft AI\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-06-03 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - I don\u0026rsquo;t usually reveal my interview subjects in advance, but given the topic and the update below, I\u0026rsquo;ll make an exception this week.\n\u003cul\u003e\n\u003cli\u003eHowever, in this case, I arrived at the following points during the keynote and before the interview, so for that reason (and some logistical ones), I want to lay them out first (before you see my questions), and then follow up with Nadella\u0026rsquo;s thoughts on them (and many other topics).\u003c/li\u003e\n\u003cli\u003eWith that said, here is the update:\n-\u0026gt; Nvidia has become the world\u0026rsquo;s most valuable company by dominating the data center AI chip market.\u003c/li\u003e\n\u003cli\u003eNow, the company is extending its capabilities into chips that will serve as the main processors for personal computers, entering a field long dominated by Intel, Advanced Micro Devices, Qualcomm, and Apple.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eListen to this post:\u003c/li\u003e\n\u003cli\u003eGood morning,\u003c/li\u003e\n\u003cli\u003eI don’t normally give away my interview subjects ahead of time, but I’m going to make an exception this week given the subject and the below Update\u003c/li\u003e\n\u003cli\u003eI am writing this in San Francisco where I interviewed Microsoft CEO Satya Nadella after his Build developer conference keynote ; normally I would want to publi…\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/the-google-capital-company/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eThe Google Capital Company\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-06-02 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - \u003cstrong\u003eListen to this\u003c/strong\u003e post**: **.\n\u003cul\u003e\n\u003cli\u003eWhat does the most beautiful business model of all time look like?\u003c/li\u003e\n\u003cli\u003eFirst, assume that your supply is free.\u003c/li\u003e\n\u003cli\u003eSecond, imagine your customers deliberately competing with each other to raise your prices.\u003c/li\u003e\n\u003cli\u003eThird, imagine your users deciding which of your customers have the right to pay you.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eListen to this post :\u003c/li\u003e\n\u003cli\u003eLog in to listen\u003c/li\u003e\n\u003cli\u003eWhat does the most beautiful business model of all time look like\u003c/li\u003e\n\u003cli\u003eFirst, imagine that your supply is free\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-new-capabilities-to-gpt-rosalind\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eIntroducing new capabilities to GPT-Rosalind\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-06-03 21:15 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - It combines the agent coding and tool-use capabilities of GPT-5.5 with more powerful model intelligence in core drug discovery domains like medicinal chemistry and genomics, while improving performance across broader life science analysis, design, and experimental workflows.\n\u003cul\u003e\n\u003cli\u003eProgress in life sciences depends on the synthesis of data and evidence across scales and modalities: molecules, genes, pathways, and living systems.\u003c/li\u003e\n\u003cli\u003eIn our evaluations, the updated GPT-Rosalind showed broad performance improvements on research tasks for biology experts, complex medicinal chemistry queries, quantitative biology, and wet-lab troubleshooting.\u003c/li\u003e\n\u003cli\u003eGPT-Rosalind is now available in research preview to eligible organizations worldwide through our trusted access deployment structure.\u003c/li\u003e\n\u003cli\u003e\n\u003ch2 id=\"improving-performance-on-tasks-of-scientific-value\"\u003e\n  Improving performance on tasks of scientific value.\n  \u003ca class=\"heading-link\" href=\"#improving-performance-on-tasks-of-scientific-value\"\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\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eGPT-Rosalind advances life sciences research with enhanced biological reasoning, medicinal chemistry expertise, genomics analysis, and experimental workflow cap…\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/wasmer\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eHow Wasmer used Codex to build a Node.js runtime for the edge\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eRelease Time: 2026-06-03 20:00 Beijing Time\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAbstract: - Engineers at Wasmer made a breakthrough this year: they figured out how to run Node.js workloads inside a WebAssembly sandbox, enabling developers to run JavaScript applications, MCPs, and proxies without Docker.\n\u003cul\u003e\n\u003cli\u003eWithout Codex, this work would have taken a year, but with Codex, it took two weeks.\u003c/li\u003e\n\u003cli\u003eNow, they are the first cloud host to offer full Node.js at the edge layer.\n-\u0026gt; \u0026ldquo;We are actually moving away from the IDE itself.\u003c/li\u003e\n\u003cli\u003eWe are not touching the code that much, we are just guiding it where we want it to go.\u0026rdquo;\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eSee how Wasmer used Codex with GPT-5.5 to build a Node.js runtime for the edge, accelerating development 10x to 20x and shipping in weeks instead of months.\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/public-policy-agenda\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI public policy agenda\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-06-03 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - OpenAI outlines its public policy agenda for artificial intelligence, including safety, youth protection, workforce transition, and global standards to ensure AI benefits society.\n\u003cul\u003e\n\u003cli\u003eThis article from the OpenAI blog explains how the OpenAI public policy agenda is shaping the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eIt also provides practical implications for founders, operators, and investors who follow OpenAI\u0026rsquo;s public policy agenda.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI outlines its public policy agenda for AI, including safety, youth protection, workforce transition, and global standards to ensure AI benefits society.\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/frontier-safety-blueprint\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eA blueprint for democratic governance of frontier AI\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-06-03 18:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Frontier AI governance, proposing a federal framework for safety, resilience, and national security.\n\u003cul\u003e\n\u003cli\u003eOpenAI outlines a blueprint for U.S. governance of frontier AI, proposing a federal framework for safety, resilience, and national security.\u003c/li\u003e\n\u003cli\u003eA blueprint for the democratic governance of frontier AI.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eOpenAI outlines a blueprint for U.S\u003c/li\u003e\n\u003cli\u003egovernance of frontier AI, proposing a federal framework for safety, resilience, and national security.\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/travelers\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eTravelers deploys AI-powered claims countrywide with OpenAI\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-06-02 20:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Travelers built an AI-powered claims assistant using OpenAI to guide customers in filing claims, provide 24/7 support, and scale operations during peak demand periods.\n\u003cul\u003e\n\u003cli\u003eTravelers built an AI-powered claims assistant with OpenAI to guide customers in submitting claims, provide 24/7 support, and scale operations during peak demand periods\u0026hellip;\u003c/li\u003e\n\u003cli\u003eTravelers deploys AI-supported claims nationwide through OpenAI.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eTravelers built an AI-powered Claim Assistant with OpenAI to guide customers through filing claims, provide 24/7 support, and scale operations during peak deman…\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/codex-for-every-role-tool-workflow\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eCodex for every role, tool, and workflow\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Time: 2026-06-02 17:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - Discover new Codex plugins, websites, and notes that help analysts, marketers, designers, investors, and other teams accomplish more with AI.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThe OpenAI blog post explains how Codex shapes the broader AI and infrastructure landscape for every role, tool, and workflow.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIt also provides practical implications for founders, operators, and investors following every role, tool, and workflow of Codex.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEN points:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDiscover new Codex plugins, sites, and annotations that help analysts, marketers, designers, investors, and other teams get more done with AI.\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/advancing-youth-safety-and-opportunity-through-global-leadership\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eAdvancing youth safety and opportunity through global leadership\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Date: 2026-06-02 15:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - OpenAI calls for global action on youth AI safety, proposing an international institute to strengthen safeguards, standards, and opportunities for young people.\n\u003cul\u003e\n\u003cli\u003eThis OpenAI blog post explains how advancing youth safety and opportunity through global leadership shapes the broader AI and infrastructure landscape.\u003c/li\u003e\n\u003cli\u003eFollowing advancing youth safety and opportunity through global leadership, it also brings 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\u003eOpenAI calls for global action on youth AI safety, proposing an international institute to strengthen safeguards, standards, and opportunities for young people.\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/codex-for-knowledge-work\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eCodex is becoming a productivity tool for everyone\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Date: 2026-06-02 10:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - The Next Era of Knowledge Work report explores how Codex is transforming productivity through AI-powered research, data analysis, workflow automation, and content creation.\n\u003cul\u003e\n\u003cli\u003eThe Next Era of Knowledge Work report explores how Codex is transforming productivity through AI-powered research, data analysis, workflow automation, and content\u0026hellip;.\u003c/li\u003e\n\u003cli\u003eCodex is becoming a productivity tool for everyone.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\n\u003cul\u003e\n\u003cli\u003eThe Next Era of Knowledge Work report explores how Codex is transforming productivity through AI-powered research, data analysis, workflow automation, and conte…\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"two-minute-papers-b_introsearch\"\u003e\n  Two Minute Papers (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#two-minute-papers-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/shorts/iz7elwbqZVI\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eMeet the AI \u0026ldquo;Co-Scientist\u0026rdquo; Changing Everything 🤖🧪 #ai\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Date: 2026-06-04 01:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Meet the AI \u0026ldquo;Co-Scientist\u0026rdquo; Changing Everything 🤖🧪 #ai.\n\u003cul\u003e\n\u003cli\u003eThis update provides builders with quick background information on meeting the AI \u0026ldquo;Co-Scientist\u0026rdquo; Changing Everything 🤖🧪 #ai and why it\u0026rsquo;s worth bookmarking.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\n\u003cul\u003e\n\u003cli\u003eMeet the AI \u0026ldquo;Co-Scientist\u0026rdquo; Changing Everything 🤖🧪 #ai\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/watch?v=ypL7kUiw_LM\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eClaude Opus 4.8: Lying Machine No More?\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRelease Date: 2026-06-03 21:49 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - ❤️ Check out Lambda here and sign up for their GPU Cloud: .\n\u003cul\u003e\n\u003cli\u003eAdam Bridges, Benji Rabhan, B Shang, Cameron Navor, Charles Ian Norman Venn, Christian Ahlin, Eric T, Fred R, Gordon Child, Juan Benet, Michael Tedder, Owen Skarpness, Richard Sundvall, Ryan Stankye, Shawn Becker, Steef, Taras Bobrovytsky, Tazaur Sagenclaw, Tybie Fitzhugh, Ueli Gallizzi.\u003c/li\u003e\n\u003cli\u003eClaude Opus 4.8: Lying Machine No More?\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN points:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e❤️ Check out Lambda here and sign up for their GPU Cloud:\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAnthropic\u0026rsquo;s Opus 4.8:\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible:\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdam Bridges, Benji Rabhan, B Shang, Cameron Navor, Charles Ian Norman Venn, Christian Ahlin, Eric T, Fred R, Gordon Child, Juan Benet, Michael Tedder, Owen Ska…\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://www.youtube.com/shorts/MOviZKtFeHM\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eA Second Nobel Prize for AlphaFold? 🧬🏆 #alphafold #deepmind #nobelprize #science #ai\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublished Time: 2026-06-02 15:13 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - Check the pinned comment for the link to the full interview.\n\u003cul\u003e\n\u003cli\u003eWe\u0026rsquo;re discussing whether a \u0026ldquo;second order Nobel\u0026rdquo; prize is on the horizon for AI-driven science.\u003c/li\u003e\n\u003cli\u003eWith over 3 million researchers already using AlphaFold, the real-world impact is already historic.\u003c/li\u003e\n\u003cli\u003eHear what the experts think about what comes next for scientific discovery!\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Key Points:\n\u003cul\u003e\n\u003cli\u003eCheck the pinned comment for the link to the full interview\u003c/li\u003e\n\u003cli\u003eWe\u0026rsquo;re discussing whether a \u0026ldquo;second order Nobel\u0026rdquo; prize is on the horizon for AI-driven science\u003c/li\u003e\n\u003cli\u003eWith over 3 million researchers already using AlphaFold, the real-world impact is already historic\u003c/li\u003e\n\u003cli\u003eHear what the experts think about what comes next for scientific discovery\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n",
  "wordCount": 4530,
  "readingTime": 22,
  "tableOfContents": "\u003cnav id=\"TableOfContents\"\u003e\n  \u003cul\u003e\n    \u003cli\u003e\u003ca href=\"#-in-depth-guide-to-this-issues-watch-list\"\u003e📖 In-depth Guide to This Issue\u0026rsquo;s Watch List\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#-ai-hot-topics-on-x\"\u003e🌐 AI Hot Topics on X\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#topic-1openclaw-202661-brings-native-windows-support-and-self-improving-agents\"\u003eTopic 1:OpenClaw 2026.6.1 Brings Native Windows Support and Self-Improving Agents\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-2anthropic-engineers-share-free-claude-code-mastery-talks\"\u003eTopic 2:Anthropic Engineers Share Free Claude Code Mastery Talks\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-3reve-20-launches-as-top-ai-image-generator-with-layout-control\"\u003eTopic 3:Reve 2.0 Launches as Top AI Image Generator with Layout Control\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-4openai-fixes-codex-glitches-and-resets-usage-limits-for-developers\"\u003eTopic 4:OpenAI Fixes Codex Glitches and Resets Usage Limits for Developers\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-5-miso-labs-launches-miso-one-open-source-tts-model-with-human-like-emotion\"\u003eTopic 5: Miso Labs Launches Miso One Open-Source TTS Model with Human-Like Emotion\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#-influencer-insights\"\u003e💡 Influencer Insights\u003c/a\u003e\u003c/li\u003e\n  \u003c/ul\u003e\n\n  \u003cul\u003e\n    \u003cli\u003e\u003ca href=\"#i-todays-core-hotspots\"\u003eI. Today\u0026rsquo;s Core Hotspots\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#1-on-device-llm-capabilities-leap-forward-making-ascetic-local-use-a-reality\"\u003e1. On-Device LLM Capabilities Leap Forward, Making \u0026ldquo;Ascetic\u0026rdquo; Local Use a Reality\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#2-deepening-coding-agent-workflows-the-goal-command-becomes-a-core-interaction-paradigm\"\u003e2. Deepening Coding Agent Workflows: The /goal Command Becomes a Core Interaction Paradigm\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#3-codex-enterprise-features-released-sites-and-ecosystem-expansion\"\u003e3. Codex Enterprise Features Released: Sites and Ecosystem Expansion\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#4-domestic-agent-platforms-coze-30-takes-a-commanding-lead\"\u003e4. Domestic Agent Platforms: Coze 3.0 Takes a Commanding Lead\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#ii-unique-perspectives--industry-outlook\"\u003eII. Unique Perspectives \u0026amp; Industry Outlook\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#1-core-insights-into-model-training\"\u003e1. Core Insights into Model Training\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#2-the-cost-paradox-of-ai-programming\"\u003e2. The Cost Paradox of AI Programming\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#3-the-philosophy-of-skill-encapsulation\"\u003e3. The Philosophy of Skill Encapsulation\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#4-a-new-paradigm-for-human-computer-collaborative-reading\"\u003e4. A New Paradigm for Human-Computer Collaborative Reading\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#iii-recommended-tools--resources\"\u003eIII. Recommended Tools \u0026amp; Resources\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#coding-agent-tools\"\u003eCoding Agent Tools\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#on-device-model-tools\"\u003eOn-Device Model Tools\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#skillautomation-resources\"\u003eSkill/Automation Resources\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#learning-materials\"\u003eLearning Materials\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#iv-noteworthy-data-points\"\u003eIV. Noteworthy Data Points\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#-appendix-todays-watch-list-update-source-list\"\u003e📚 Appendix: Today\u0026rsquo;s Watch List Update Source List\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#a16z-podcast-a_full\"\u003ea16z Podcast (A_full)\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#y-combinator-podcast-b_introsearch\"\u003eY Combinator Podcast (B_intro+search)\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#all-in-podcast-a_full\"\u003eAll-In Podcast (A_full)\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#stratechery-by-ben-thompson-a_full\"\u003eStratechery by Ben Thompson (A_full)\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#openai-blog-a_full\"\u003eOpenAI Blog (A_full)\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#improving-performance-on-tasks-of-scientific-value\"\u003eImproving performance on tasks of scientific value.\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#two-minute-papers-b_introsearch\"\u003eTwo Minute Papers (B_intro+search)\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n  \u003c/ul\u003e\n\u003c/nav\u003e",
  "isDraft": false
}