Unlock: AlphaProof and AI-Assisted Theorem Proving

AlphaProof (DeepMind, July 2024) earned an IMO silver medal solving 4 of 6 problems by autoformalizing into Lean 4 and running a reinforcement-learning theorem prover. AlphaGeometry 2 solved IMO 2024 Problem 4 in geometry. The state of AI-assisted formal mathematics in 2026: autoformalization, retrieval-augmented theorem proving, and the LLM + Lean kernel pipeline.

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