AlphaProof

AlphaProof is the Google DeepMind AI-for-math system referenced in 137. 对洪乐潼的4小时访谈：AI for Math、把数学变成Lean、数学天书中的证明、直觉、被创造与被发现的. The source treats DeepMind’s 2024 IMO result as a field milestone and uses AlphaProof as a comparison point for Axiom’s different system design choices.

Source Position

• Hong says Axiom did not simply copy the AlphaProof-style Monte Carlo tree search route because the cost profile did not fit its needs.
• The episode positions AlphaProof as part of the modern AI For Math lineage that connects older theorem proving with new model and system orchestration methods.

Connections

• Google DeepMind and AlphaGeometry — lab and adjacent system references in the source.
• Axiom, Axiom Prover, and AI For Math — comparison cases.
• Interactive Theorem Proving, AI Verification, and Formal Verification — broader formal-reasoning context.