{
  "title": "2026-05-02 AI Daily | Recursive Reasoning Reshapes Scaling Law, White House Intervenes in Anthropic Expansion",
  "url": "https://miaok.ong/en/ai-daily/ai-daily-2026-05-02/",
  "date": "2026-05-02T07:00:00+08:00",
  "lastmod": "2026-05-02T07:00:00+08:00",
  "type": "ai-daily",
  "kind": "page",
  "language": "en",
  "description": "The AI industry is experiencing a paradigm shift from an \u0026ldquo;obsession with scale\u0026rdquo; to \u0026ldquo;recursive reasoning,\u0026rdquo; as new Scaling Laws drive Agents from logical dialogue toward autonomous task execution. On the regulatory front, the White House has blocked Anthropic\u0026rsquo;s expansion, citing security concerns, signaling that top labs will face stricter compliance reviews. Meanwhile, the release of GPT-5.5 marks the entry of prompt engineering into a \u0026ldquo;results-oriented\u0026rdquo; era, and vertical domains like cybersecurity are becoming a new battleground for the deployment of large models.",
  "keywords": null,
  "tags": [],
  "categories": [],
  "author": "Mark (Miao) Kong",
  "image": "https://miaok.ong/images/avatar.jpg",
  "content": "\u003ch1 id=\"2026-05-02-ai-daily--recursive-reasoning-reshapes-scaling-laws-white-house-intervenes-in-anthropics-expansion\"\u003e\n  2026-05-02 AI Daily | Recursive Reasoning Reshapes Scaling Laws, White House Intervenes in Anthropic\u0026rsquo;s Expansion\n  \u003ca class=\"heading-link\" href=\"#2026-05-02-ai-daily--recursive-reasoning-reshapes-scaling-laws-white-house-intervenes-in-anthropics-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/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003eThe AI industry is undergoing a paradigm shift from \u0026ldquo;scale worship\u0026rdquo; to \u0026ldquo;recursive reasoning,\u0026rdquo; with new scaling laws driving Agents from logical dialogue to autonomous task execution. On the regulatory front, the White House has blocked Anthropic\u0026rsquo;s expansion on security grounds, signaling that top labs will face stricter compliance reviews. Meanwhile, the release of GPT-5.5 marks the entry of prompt engineering into a \u0026ldquo;results-oriented\u0026rdquo; era, and vertical sectors like cybersecurity are becoming new battlegrounds for the implementation of large models.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch2 id=\"-deep-dive-this-issues-watch-list\"\u003e\n  📖 Deep Dive: This Issue\u0026rsquo;s Watch List\n  \u003ca class=\"heading-link\" href=\"#-deep-dive-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 first core theme to watch today is \u0026ldquo;The Next Generation of Scaling Laws Beyond Parameter Size.\u0026rdquo; OpenClaw founder Peter Steinberger provides a deep dive into how \u0026ldquo;recursion\u0026rdquo; is becoming the new engine of AI evolution, transforming AI from simple dialogue boxes into action agents that can autonomously manage workflows. Combined with Sakana AI\u0026rsquo;s stunning survival simulator experiment, we can see that Agent evolution is progressing from pure logical reasoning to complex environmental adaptation and task execution.\u003c/p\u003e\n\u003cp\u003eSecondly, the strategic game in the industry landscape is entering deep waters. This week, Stratechery offered a sharp analysis of the long-term vision versus short-term myopia of major tech companies, highlighting the scarcity of strategic resolve in the current bubble. Meanwhile, the latest industry podcasts have reviewed the technological catch-up pressure behind OpenAI\u0026rsquo;s unmet expectations (Codex vs. Claude) and the escalating legal battle between Musk and Altman. These dynamics indicate that the AI race has shifted from a purely technical competition to a comprehensive battle of legal, business model, and engineering implementation efficiency.\u003c/p\u003e\n\u003cp\u003eFinally, it is recommended to pay attention to the AI cybersecurity sub-sector. Multiple sources predict that this market is on the verge of explosive growth, representing a significant incremental opportunity that engineering teams and investors cannot afford to overlook.\u003c/p\u003e\n\u003ch2 id=\"-ai-hotspots-on-x\"\u003e\n  🌐 AI Hotspots on X\n  \u003ca class=\"heading-link\" href=\"#-ai-hotspots-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-1-xai-launches-grok-43-tops-legal-and-finance-benchmarks-at-low-cost\"\u003e\n  Topic 1: xAI Launches Grok 4.3, Tops Legal and Finance Benchmarks at Low Cost\n  \u003ca class=\"heading-link\" href=\"#topic-1-xai-launches-grok-43-tops-legal-and-finance-benchmarks-at-low-cost\"\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: 39,000\u003c/li\u003e\n\u003cli\u003eWhat it is: xAI released the Grok 4.3 model, which has achieved leading performance on legal and financial benchmarks with high cost-effectiveness.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This marks a deep optimization of large models for specialized vertical domains and demonstrates the technical feasibility of reducing inference costs while maintaining high performance.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions are focused on the authenticity of the benchmarks, xAI\u0026rsquo;s rapid iteration speed, and the potential impact of the model on automation in the legal and financial industries.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-2-king-charles-iii-concludes-first-us-state-visit-with-trump-whiskey-deal\"\u003e\n  Topic 2: King Charles III Concludes First U.S. State Visit with Trump Whiskey Deal\n  \u003ca class=\"heading-link\" href=\"#topic-2-king-charles-iii-concludes-first-us-state-visit-with-trump-whiskey-deal\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · Other\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 2 days ago, Related posts: 227,000\u003c/li\u003e\n\u003cli\u003eWhat it is: A controversial news story about UK\u0026rsquo;s King Charles III concluding his U.S. visit and striking a whiskey deal with Trump went viral on X.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This topic was categorized under the AI domain, reflecting the potential influence of AI-generated content (like Deepfakes or synthetic text) in creating political satire and misinformation, as well as the mechanisms social media platforms use to identify and classify AI-related content.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion is centered on verifying the authenticity of the news and how AI-assisted false narratives can exploit the viral nature of social media to mislead the public or create political satire.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-3-openais-codex-update-surges-past-claude-code-in-developer-polls\"\u003e\n  Topic 3: OpenAI\u0026rsquo;s Codex Update Surges Past Claude Code in Developer Polls\n  \u003ca class=\"heading-link\" href=\"#topic-3-openais-codex-update-surges-past-claude-code-in-developer-polls\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending time: 9 hours ago, Related posts: 2,900\u003c/li\u003e\n\u003cli\u003eWhat it is: OpenAI recently updated its Codex model, and in several developer community polls, its performance and popularity have surpassed Anthropic\u0026rsquo;s Claude Code.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This signals a further escalation of competition in the AI code assistance field, showcasing OpenAI\u0026rsquo;s continuous iteration capabilities in the key vertical of programming-specific models and its intent to reclaim market leadership.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions focus on the logical accuracy and code generation speed of the updated Codex. Some developers praise its ability to handle complex architectures, while other users debate whether such polls are influenced by brand effects and are keen to see its actual impact on tools like GitHub Copilot.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-4-white-house-blocks-anthropics-mythos-ai-expansion-over-security-fears\"\u003e\n  Topic 4: White House Blocks Anthropic\u0026rsquo;s Mythos AI Expansion Over Security Fears\n  \u003ca class=\"heading-link\" href=\"#topic-4-white-house-blocks-anthropics-mythos-ai-expansion-over-security-fears\"\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: 8,900\u003c/li\u003e\n\u003cli\u003eWhat it is: The White House has blocked an expansion plan named Mythos from AI giant Anthropic, citing national security concerns.\u003c/li\u003e\n\u003cli\u003eWhy it matters: This move signifies an escalation of direct government intervention in the business decisions of top AI labs, highlighting the central role of AI technology in national security strategy and a trend toward tighter regulation.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion focuses on whether government regulation will stifle AI innovation, how to balance international technology expansion with security risks, and the impact of this decision on Anthropic\u0026rsquo;s global strategy.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-5-alphabet-tops-big-tech-earnings-with-ai-fueled-cloud-surge\"\u003e\n  Topic 5: Alphabet Tops Big Tech Earnings with AI-Fueled Cloud Surge\n  \u003ca class=\"heading-link\" href=\"#topic-5-alphabet-tops-big-tech-earnings-with-ai-fueled-cloud-surge\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCategory: AI · News\u003c/li\u003e\n\u003cli\u003eOverview: Trending 2 days ago, 50,000 related posts\u003c/li\u003e\n\u003cli\u003eWhat happened: Alphabet\u0026rsquo;s earnings report revealed that its quarterly results comprehensively exceeded market expectations, driven by strong growth in its cloud business fueled by AI demand.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The results demonstrate that investment in AI infrastructure is beginning to translate into actual revenue, providing strong support for the commercialization path of AI investments by major tech companies.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: The discussion centers on whether Google Cloud is leveraging its AI momentum to close the gap with AWS and Azure, and the competitive advantage of its self-developed chips (TPUs) in controlling computing costs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"topic-6-jpmorgan-sex-slave-lawsuit-collapses-after-quick-withdrawal\"\u003e\n  Topic 6: JPMorgan Sex Slave Lawsuit Collapses After Quick Withdrawal\n  \u003ca class=\"heading-link\" href=\"#topic-6-jpmorgan-sex-slave-lawsuit-collapses-after-quick-withdrawal\"\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 1 day ago, 244,000 related posts\u003c/li\u003e\n\u003cli\u003eWhat happened: A lawsuit against JPMorgan involving sex slavery allegations was closed after the plaintiff quickly withdrew the case.\u003c/li\u003e\n\u003cli\u003eWhy it matters: The event garnered massive attention within the AI-driven social media ecosystem, highlighting the challenges of accuracy and algorithmic ethics that AI real-time news summarization tools face when handling highly sensitive and complex legal cases.\u003c/li\u003e\n\u003cli\u003eDiscussion summary: Discussions on X focused on the motives behind the plaintiff\u0026rsquo;s sudden withdrawal, the possibility of a secret out-of-court settlement, and questions about large financial institutions influencing judicial fairness.\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\u003eThe main thread of AI public opinion today focuses on the deep penetration of technology into specialized vertical domains and the initial realization of its commercial value, showing an evolutionary trend from breakthroughs in underlying benchmarks to accelerated financial returns at the top level. There is a strong industry consensus that AI significantly enhances productivity in fields like law, finance, and programming, and that investment in AI infrastructure is now translating into tangible revenue growth. However, significant disagreements persist regarding the appropriate boundaries for government regulatory intervention in innovation, the objectivity of benchmarks, and the extent to which AI-assisted disinformation erodes social trust. Potential risks are concentrated in the possibility that AI-generated content could exacerbate the distortion of political and legal information, and that tightening national security reviews could impede the global expansion of top laboratories.\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\u003cp\u003eHello, I\u0026rsquo;m an AI industry analyst. Based on the activities of AI leaders and senior developers on the X platform over the past 24 hours, I have compiled today\u0026rsquo;s industry observation report for you.\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"1-summary-of-todays-hot-topics-and-technical-trends\"\u003e\n  1. Summary of Today\u0026rsquo;s Hot Topics and Technical Trends\n  \u003ca class=\"heading-link\" href=\"#1-summary-of-todays-hot-topics-and-technical-trends\"\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-release-of-gpt-55-and-the-paradigm-shift-in\"\u003e\n  \u003cstrong\u003eThe Release of GPT-5.5 and the Paradigm Shift in \u0026ldquo;Prompt Engineering\u0026rdquo;\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#the-release-of-gpt-55-and-the-paradigm-shift-in\"\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\u003eOpenAI officially released \u003cstrong\u003eGPT-5.5\u003c/strong\u003e, sparking a widespread discussion online about prompt writing habits.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eOutcome-First:\u003c/strong\u003e Both @Pluvio9yte and @dotey pointed out that the official OpenAI guide emphasizes \u0026ldquo;stop writing long prompts.\u0026rdquo; GPT-5.5 possesses superior reasoning abilities, and developers should describe \u0026ldquo;success criteria\u0026rdquo; rather than \u0026ldquo;execution steps.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSpecialization in Cybersecurity:\u003c/strong\u003e @sama announced the launch of \u003cstrong\u003eGPT-5.5-Cyber\u003c/strong\u003e, specifically for cybersecurity defense, signaling that large models are moving from general-purpose to deep customization in high-value vertical domains.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"the-arms-race-in-agent-infrastructure\"\u003e\n  The \u0026ldquo;Arms Race\u0026rdquo; in Agent Infrastructure\n  \u003ca class=\"heading-link\" href=\"#the-arms-race-in-agent-infrastructure\"\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 development barrier for Agents is being rapidly lowered by the infrastructure layer.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eCursor SDK Public Beta:\u003c/strong\u003e @dotey reported that Cursor has opened its official TS SDK, allowing developers to reuse its Agent runtime and code indexing capabilities that power the editor.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCodex CLI Evolution:\u003c/strong\u003e OpenAI introduced the \u003ccode\u003e/goal\u003c/code\u003e command (Ralph Loop) for Codex, supporting continuous task execution across multi-turn conversations until the objective is achieved.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eExplosion of On-Device Models:\u003c/strong\u003e @zhixianio noted the release of Qwen3.6-27B, believing that the \u0026ldquo;era of on-device models\u0026rdquo; has officially begun, which will alleviate issues of API blockades by tech giants and privacy compliance.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"the-low-cost-breakthrough-of-domestic-models\"\u003e\n  The \u0026ldquo;Low-Cost\u0026rdquo; Breakthrough of Domestic Models\n  \u003ca class=\"heading-link\" href=\"#the-low-cost-breakthrough-of-domestic-models\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eWenxin 5.1 Preview:\u003c/strong\u003e @AI_Jasonyu pointed out that Wenxin 5.1 performs impressively on the LMArena leaderboard. Its pre-training cost is only 6% of that of models of a similar scale. This \u0026ldquo;multi-dimensional elastic pre-training\u0026rdquo; technology could change the competitive position of domestic models in terms of iteration speed.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eAlibaba\u0026rsquo;s HappyHorse 1.0:\u003c/strong\u003e Alibaba\u0026rsquo;s video generation model has topped the i2v rankings. Its capabilities in joint audio-video generation and lip-syncing show significant potential in the field of overseas live-action short dramas.\u003c/li\u003e\n\u003c/ul\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=\"the-interplay-of\"\u003e\n  \u003cstrong\u003eThe Interplay of \u0026ldquo;Vibe Coding\u0026rdquo; and \u0026ldquo;Agentic Engineering\u0026rdquo;\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#the-interplay-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\u003e@Pluvio9yte, citing Andrej Karpathy, categorizes current programming trends into two types:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eVibe Coding:\u003c/strong\u003e Lowering the floor, allowing anyone to generate applications through \u0026ldquo;feel\u0026rdquo; and simple descriptions.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eAgentic Engineering:\u003c/strong\u003e Raising the ceiling, requiring professional engineers to learn how to harness Agent systems to ensure stable output and rigorous architecture.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeep Insight:\u003c/strong\u003e @Pluvio9yte believes AI isn\u0026rsquo;t making people dumber; instead, it\u0026rsquo;s eliminating 80% of execution-level labor, forcing humans to shift their focus to higher-level architectural design and Code Review.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"the\"\u003e\n  \u003cstrong\u003eThe \u0026ldquo;Moat\u0026rdquo; Paradox in the AI Era\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#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\u003eSam Altman\u0026rsquo;s \u0026ldquo;No Moat\u0026rdquo; Theory:\u003c/strong\u003e @Pluvio9yte summarizes Altman\u0026rsquo;s interview, stating that AI switching costs are collapsing; the smarter the AI, the easier it is to migrate. OpenAI\u0026rsquo;s goal is to become a low-profit \u0026ldquo;public utility company.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eTesting is the new moat:\u003c/strong\u003e @ruanyf proposes that when AI can replicate large-scale software like Next.js at a very low cost, the code itself is no longer the moat. Comprehensive \u0026ldquo;test cases\u0026rdquo; will become key to protecting software logic from being easily replicated.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"the-1\"\u003e\n  \u003cstrong\u003eThe \u0026ldquo;Goblin\u0026rdquo; Effect in Model Training\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#the-1\"\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@dotey provides a detailed breakdown of OpenAI\u0026rsquo;s post-mortem on the \u0026ldquo;verbal tic goblin.\u0026rdquo; This reveals a potential pitfall of RLHF (Reinforcement Learning from Human Feedback): reward signals targeting a specific 2.5% of personalities (like \u0026ldquo;Nerdy\u0026rdquo;) can unexpectedly contaminate the entire model\u0026rsquo;s language habits. This reminds developers that minor reward biases can lead to uncontrollable generalization in complex systems.\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--efficiency-tools\"\u003e\n  \u003cstrong\u003eDevelopment \u0026amp; Efficiency Tools\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#development--efficiency-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\u003eCursor SDK:\u003c/strong\u003e For building codebase-aware Agent runtimes.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBeads:\u003c/strong\u003e Recommended by @vista8, this open-source project (22.6k Stars) uses a Git-like SQL database, Dolt, to solve the \u0026ldquo;amnesia\u0026rdquo; problem for Agents in long-running tasks.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCodexPotter:\u003c/strong\u003e Recommended by @dotey, this CLI tool uses a Ralph Loop mechanism to continuously correct code until it meets the design requirements in MAIN.md.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eTrae:\u003c/strong\u003e Recommended by @ruanyf, ByteDance\u0026rsquo;s AI coding tool, which currently allows free use of various flagship models.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"industry-applications--plugins\"\u003e\n  \u003cstrong\u003eIndustry Applications \u0026amp; Plugins\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#industry-applications--plugins\"\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\u003eOKX Agent Trade Kit:\u003c/strong\u003e Recommended by @AI_Jasonyu, it encapsulates trading commands as Agent skills, enabling \u0026ldquo;plain-language order placement.\u0026rdquo;\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCapWords:\u003c/strong\u003e Recommended by @nishuang, an AI foreign language learning tool that \u0026ldquo;gamifies\u0026rdquo; vocabulary memorization through AI-powered image segmentation and scene recognition.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eTailscale Exit Node Solution:\u003c/strong\u003e @zhixianio shares a method for setting up a home IP exit node using a spare Android phone to solve the problem of AI services banning accounts.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"deep-learning-resources\"\u003e\n  \u003cstrong\u003eDeep Learning Resources\u003c/strong\u003e\n  \u003ca class=\"heading-link\" href=\"#deep-learning-resources\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e《AI Prompting for Everyone》:\u003c/strong\u003e The 2026 edition of the new prompt engineering course released by Andrew Ng ( @AndrewYNg).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeepSeek VL Paper:\u003c/strong\u003e @vista8 provides an in-depth analysis of DeepSeek\u0026rsquo;s research on visual language models, recommending a focus on its data cleaning methods and \u0026ldquo;think by pointing at the picture\u0026rdquo; logic.\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 show that the AI industry is shifting from \u0026ldquo;model worship\u0026rdquo; to \u0026ldquo;engineering implementation.\u0026rdquo; Whether it\u0026rsquo;s the simplification of OpenAI\u0026rsquo;s prompt guidelines or the emergence of various Agent memory systems (Beads, Hermes Curator), all point to the same goal: \u003cstrong\u003egetting AI to truly enter complex production workflows, rather than remaining stuck in a chatbox.\u003c/strong\u003e The value of engineers is rapidly transitioning from \u0026ldquo;writing code\u0026rdquo; to \u0026ldquo;defining goals and building systems.\u0026rdquo;\u003c/p\u003e\n\u003ch2 id=\"-appendix-todays-watch-list-source-updates\"\u003e\n  📚 Appendix: Today\u0026rsquo;s Watch List Source Updates\n  \u003ca class=\"heading-link\" href=\"#-appendix-todays-watch-list-source-updates\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h2\u003e\n\u003cblockquote\u003e\n\u003cp\u003eTimeframe: Last 3 days; Covers 16 sources; 4 updates total\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch3 id=\"y-combinator-podcast-b_introsearch\"\u003e\n  Y Combinator Podcast (B_intro+search)\n  \u003ca class=\"heading-link\" href=\"#y-combinator-podcast-b_introsearch\"\u003e\n    \u003ci class=\"fa-solid fa-link\" aria-hidden=\"true\" title=\"Link to heading\"\u003e\u003c/i\u003e\n    \u003cspan class=\"sr-only\"\u003eLink to heading\u003c/span\u003e\n  \u003c/a\u003e\n\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ca href=\"https://podcasters.spotify.com/pod/show/ycombinator/episodes/Beyond-Bigger-Models-Recursion-As-The-Next-Scaling-Law-In-AI-e3ioe4f\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eBeyond Bigger Models: Recursion As The Next Scaling Law In AI\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublished: 2026-05-01 22:49 Beijing Time\u003c/li\u003e\n\u003cli\u003eAbstract: - You\u0026rsquo;ve probably heard of OpenClaw (formerly Clawdbot/Moltbot).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eThis viral open-source AI assistant runs on your local devices, connects to your existing communication software, and goes beyond just chatting to actually perform tasks, like managing your email, calendar, files, workflows, and more.\u003c/li\u003e\n\u003cli\u003eNow, meet the developer behind it.\u003c/li\u003e\n\u003cli\u003eYC\u0026rsquo;s Raphael Schaad sat down with Peter Steinberger, the founder of OpenClaw, for an in-depth conversation about the spark of inspiration behind this viral personal AI agent, why \u0026ldquo;local-first\u0026rdquo; agents could replace many of today\u0026rsquo;s apps, and how personal agents will reshape the future of software.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003eA 7-million parameter model outperforming models a thousand times its size on tasks like ARC Prize\u003c/li\u003e\n\u003cli\u003eThat\u0026rsquo;s what recursive reasoning unlocks.In this episode of Decoded, YC\u0026rsquo;s Ankit Gupta and Francois Chaubard break down two recent papers on recursive AI models,…\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/openai-misses-targets-codex-vs-claude-elon-vs-sam-trial-big-hyperscaler-beats-peptide-craze\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eOpenAI Misses Targets, Codex vs Claude, Elon vs Sam Trial, Big Hyperscaler Beats, Peptide Craze\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-05-02 05:37 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (0:00) Bestie intros.\n\u003cul\u003e\n\u003cli\u003e(3:05) OpenAI misses targets, Codex gains on Claude.\u003c/li\u003e\n\u003cli\u003e(20:02) AI cybersecurity: a market that\u0026rsquo;s about to explode.\u003c/li\u003e\n\u003cli\u003e(31:03) Elon Musk vs. Sam Altman lawsuit.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(0:00) Bestie intros\u003c/li\u003e\n\u003cli\u003e(3:05) OpenAI misses targets, Codex gains on Claude\u003c/li\u003e\n\u003cli\u003e(20:02) AI cybersecurity: a market that\u0026rsquo;s about to explode\u003c/li\u003e\n\u003cli\u003e(31:03) Elon vs Sam Altman lawsuit\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\u003cstrong\u003e\u003ca href=\"https://stratechery.com/2026/long-term-peripheral-myopic-visions/\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003e2026.18: Long-term, Peripheral \u0026amp; Myopic Visions\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-05-02 01:00 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - (Photo by Noah Berger/Getty Images for Amazon Web Services).\n\u003cul\u003e\n\u003cli\u003eWelcome back to This Week in Stratechery!\u003c/li\u003e\n\u003cli\u003eAs a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; highlighted links are free for everyone.\u003c/li\u003e\n\u003cli\u003eAdditionally, you have complete control over what we send to you.\u003c/li\u003e\n\u003cli\u003eHere are some of our favorite selections from this week.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e(Photo by Noah Berger/Getty Images for Amazon Web Services)\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; highlighted links are free for everyone\u003c/li\u003e\n\u003cli\u003eAdditionally, you have complete control over what we send to you\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=QzZ4VwDHAT4\"  class=\"external-link\" target=\"_blank\" rel=\"noopener\"\u003eSakana AI’s Survival Simulator Is Brilliant\u003c/a\u003e\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003ePublication Time: 2026-05-02 00:43 Beijing Time\u003c/li\u003e\n\u003cli\u003eSummary: - ❤️ Learn more about Lambda and sign up for their GPU cloud here:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\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\u003eSakana AI\u0026rsquo;s survival simulator is excellent.\u003c/li\u003e\n\u003cli\u003eEN Highlights:\n\u003cul\u003e\n\u003cli\u003e❤️ Check out Lambda here and sign up for their GPU Cloud:\u003c/li\u003e\n\u003cli\u003e📝 Try it out\u003c/li\u003e\n\u003cli\u003eThe paper is available here:\u003c/li\u003e\n\u003cli\u003eOur Patreon if you wish to support us:\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n",
  "wordCount": 2596,
  "readingTime": 13,
  "tableOfContents": "\u003cnav id=\"TableOfContents\"\u003e\n  \u003cul\u003e\n    \u003cli\u003e\u003ca href=\"#-deep-dive-this-issues-watch-list\"\u003e📖 Deep Dive: This Issue\u0026rsquo;s Watch List\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#-ai-hotspots-on-x\"\u003e🌐 AI Hotspots on X\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#topic-1-xai-launches-grok-43-tops-legal-and-finance-benchmarks-at-low-cost\"\u003eTopic 1: xAI Launches Grok 4.3, Tops Legal and Finance Benchmarks at Low Cost\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-2-king-charles-iii-concludes-first-us-state-visit-with-trump-whiskey-deal\"\u003eTopic 2: King Charles III Concludes First U.S. State Visit with Trump Whiskey Deal\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-3-openais-codex-update-surges-past-claude-code-in-developer-polls\"\u003eTopic 3: OpenAI\u0026rsquo;s Codex Update Surges Past Claude Code in Developer Polls\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-4-white-house-blocks-anthropics-mythos-ai-expansion-over-security-fears\"\u003eTopic 4: White House Blocks Anthropic\u0026rsquo;s Mythos AI Expansion Over Security Fears\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-5-alphabet-tops-big-tech-earnings-with-ai-fueled-cloud-surge\"\u003eTopic 5: Alphabet Tops Big Tech Earnings with AI-Fueled Cloud Surge\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#topic-6-jpmorgan-sex-slave-lawsuit-collapses-after-quick-withdrawal\"\u003eTopic 6: JPMorgan Sex Slave Lawsuit Collapses After Quick Withdrawal\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\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#1-summary-of-todays-hot-topics-and-technical-trends\"\u003e1. Summary of Today\u0026rsquo;s Hot Topics and Technical Trends\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#2-unique-perspectives--industry-foresight\"\u003e2. Unique Perspectives \u0026amp; Industry Foresight\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#3-recommended-tools--resources\"\u003e3. Recommended Tools \u0026amp; Resources\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#-appendix-todays-watch-list-source-updates\"\u003e📚 Appendix: Today\u0026rsquo;s Watch List Source Updates\u003c/a\u003e\n      \u003cul\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=\"#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
}