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[2507.15855] Winning Gold at IMO 2025 with a Model-Agnostic Verification-and-Refinement Pipeline

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#ArtificialIntelligence #ModelVerification #IMO2025

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Kontxt Kontxt @kontxt The article discusses a verification-and-refinement pipeline developed to enhance the performance of large language models on Olympiad-level mathematics problems, specifically at the International Mathematical Olympiad (IMO) 2025. Despite these models' general accuracy, they traditionally struggled with such complex tasks. The proposed methodology shows a significant improvement, achieving an 85.7% success rate compared to much lower baseline accuracies, emphasizing the importance of innovative techniques alongside advancements in model capabilities.
LikeยทShareยทReplyยทOct 6th, 2025
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