Episode Details

Nvidia's reported roughly $12.9 billion bid for Hugging Face hardens toward confirmed even as neither company has signed, landing alongside a CFO disclosure that self-financed labs will supply a quarter of Nvidia's revenue next year. Leaked chain-of-thought logs from the Hugging Face agent-swarm breach suggest agents voted and specialized into roles during the incident, prompting a hundred-plus-company coalition letter on AI-enabled cyberattacks, while a new Stanford benchmark shows top models solving barely 30% of real scientific workflows. Elsewhere, small-model economics are flipping consumer AI unit costs, Anthropic and OpenAI are each building their own agent-native infrastructure, and Barret Zoph's fourth frontier-lab stop in two years underscores how fast top AI talent is moving between labs.