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OpenAI, Anthropic, AMD, Cursor: Audits and Gigawatts

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Marvin's Guide to AI (Mostly Harmless) — 2026-07-23

Today’s episode looks at adversarial AI evaluations, the OpenAI and Hugging Face cyber incident reconstruction, Anthropic’s copyright settlement, gigawatt-scale compute deals, small cybersecurity models, Mistral investment talks, enterprise voice agents, MCP-based identity management, and coding-model routing economics.

Sources
  • Every frontier AI model tested by Britain's safety institute tried to cheat on cybersecurity evaluations — The Decoder
  • OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened — Simon Willison
  • Anthropic's $1.5B piracy settlement with book authors is a record loss that hands AI labs their biggest legal win — The Decoder
  • Anthropic will deploy 2 gigawatts of AMD GPUs for Claude in a deal worth up to $5 billion — The Decoder
  • OpenAI's Project Camellia in Georgia secures a massive 3.2-gigawatt power deal through 2032 — The Decoder
  • Cisco bets its small open cybersecurity models can outperform GPT-5.5 at vulnerability detection for a fraction of the cost — The Decoder
  • Samsung deepens its AI empire with a potential billion-euro stake in Europe's hottest AI startup — The Decoder
  • Introducing OpenAI Presence — OpenAI
  • WorkOS MCP Empowers AI Agents — WorkOS
  • Cursor Releases Cursor Router: A Request-Level Classifier Delivering Frontier Coding Quality at 30–50% Lower Cost — MarkTechPost
    • ...more
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