Episode Details

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Recursive self-improvement, out in the open - Anthropic said Claude now writes more than eighty percent of the production code that gets merged inside the company, and warned in the same week that verification and governance — not capability — may become the real bottleneck. Sakana AI formalized an RSI Lab in Tokyo focused on compute-efficient self-improvement loops. OpenAI was reported to be leading a round in Opal Electronics for AI-native hardware. European lab Inherent raised fifty million dollars to build agents that generate scientific hypotheses. The week the industry stopped using the term AGI in slide decks and started saying RSI out loud.
Coding agents: more capable, more contested - xAI's grok-build-0.1 entered public beta. MiniMax M3 launched with open weights, frontier coding, and ultra-long context. Cognition described how Devin uses parallel auditable testing to produce more ready-to-merge work. The open-source ECC project tried to standardize hooks, governance, and injection scanning across Claude Code, Codex, and Cursor. Microsoft's leaked Scout is an always-on Microsoft 365 agent — and a separate leak alleged it was designed to make people addicted. GitHub said agent activity is pushing it toward billions of commits. Stanford CS336 published rules limiting AI assistants in coursework. Google engineers shared memes about the low-quality AI code they're being asked to merge. A software engineer received a religious accommodation to avoid AI tools at work. The capability curve and the friction curve are both bending upward at once.
The money keeps escalating - Anthropic's Series H is approaching a one-trillion-dollar valuation. Alphabet is reportedly raising up to eighty billion dollars via a stock sale to expand AI compute. DeepSeek is reportedly raising about seven point four billion at a fifty-two-to-fifty-nine-billion valuation. Generalist AI raised four hundred million for physical-AGI robotics. Apple approved a third-party AI agent called Poke inside iMessage. Leaked screenshots showed Microsoft consolidating Copilot into a single 'super app.' OpenAI was reported leading a round in Opal Electronics for vision-and-voice-forward devices. The US Commerce Department tightened export controls to block Chinese AI firms from buying frontier Nvidia and AMD chips through overseas subsidiaries. The capital story is no longer separable from the geopolitical one.
Agents go offensive — and defensive - Anthropic expanded Project Glasswing for AI-assisted vulnerability discovery and published a reference harness showing Claude can find, verify, report, and patch security bugs inside a sandbox. A researcher demonstrated agentic LLMs exploiting Firebase misconfigurations on a vulnerable React Native app. Vercel reported real-world 'inference theft' surging on a public AI chat endpoint. NVIDIA released Nemotron 3.5 Content Safety, a multimodal moderation model with auditable reasoning. Florida's Attorney General sued OpenAI and Sam Altman over product-liability-style safety claims. Connecticut passed a workplace AI disclosure law. South Korea moved toward requiring forums to pre-screen user-uploaded images and video with AI. OpenAI published a federal policy blueprint. The same week, agents got better at finding vulnerabilities, and at being exploited.
The backlash gets lawyers - A software engineer publicly reported receiving a religious accommodation to avoid AI coding tools, which is now the most concrete example yet of AI usage becoming a contested workplace requirement. UC Berkeley saw unusually high failing rates linked to overreliance on LLMs. Erin Brockovich documented community pushback against AI data centers over water, noise, and grid stress. Vox spotlighted 'AI successionism,' a posthuman ideology arguing that AI should inherit the future. Amnesty International framed many generative AI systems as human-rights violators because of unla