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AlphaProof methodology in Nature

Google DeepMind · 12 November 2025

Google DeepMind publishes AlphaProof's methodology in Nature. It uses reinforcement learning over formal Lean proofs and is the system behind the 2024 IMO silver.

Releases the technical detail of the reinforcement-learning system that proved IMO 2024 problems in Lean. It is the formal-proof counterpart to the natural-language Gemini Deep Think gold of 2025.

Date
Wednesday, 12 November 2025
Lab
Google DeepMind
Kind
paper
Access
research preview

Date and Nature publication come from the update note on the original 2024 post; the article itself was not opened.

Sources

  1. deepmind.google/blog/ai-solves-imo-problems-at-silver-medal-level/

This record was checked against its sources on 6 October 2026. How we check

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