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OpenAI's neural prover masters olympiad math problems with iterative learning

OpenAI has developed a neural theorem prover for the Lean formal proof assistant that can solve challenging high-school olympiad math problems. The system utilizes a language model to discover proofs, iteratively improving its performance by using newly found proofs as training data. This approach achieved a new state-of-the-art on the miniF2F benchmark, outperforming previous methods. AI

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RANK_REASON OpenAI published a paper detailing a new neural theorem prover for formal mathematics.

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OpenAI's neural prover masters olympiad math problems with iterative learning

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  1. OpenAI News TIER_1 ·

    Solving (some) formal math olympiad problems

    We built a neural theorem prover for Lean that learned to solve a variety of challenging high-school olympiad problems, including problems from the AMC12 and AIME competitions, as well as two problems adapted from the IMO.