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Beacon Papers No. 11: No Power Without a Mandate
Capability Is Not Authority — Closing the Authorization Gap Between Human Goals and AI Action A person asks an AI agent to reduce infrastructure costs. The agent discovers that shutting down reserve capacity will achieve the goal. It has the technical access—but was...
AI Reaches a Frontier of Mathematics: When a Machine Produces a Proof, What Must Humanity Do Next?
On September 8, OpenAI announced that an unreleased internal model, running roughly 10,000 concurrent agents, produced a proposed resolution of the Navier–Stokes Millennium Prize Problem in about 88 hours. GPT-6 Astra then formalized and verified the proof in Lean...
