Formal languages offer the critical advantage that proofs involving mathematical reasoning can be formally verified. AlphaProof can not only provide an answer but prove that it's correct, contrasting with existing natural language processing.
AlphaProof generates candidates and then proves or disproves them by searching possible proof steps in Lean. Training continued throughout the IMO competition, reinforcing the model with verified solutions.
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