2026年3月24日，美團龍貓團隊開源了深度學習模型LongCat-Flash-Prover，專門用於數學形式化與定理證明。該模型將形式化推理拆解爲自動形式化、草稿生成與證明生成三大原子能力，旨在克服大語言模型在嚴密邏輯推演中的短板，實現從“概率預測答案”到“嚴謹邏輯證明”的範式轉變。
美團開源了擁有5677億參數的數學證明模型LongCat-Flash-Prover，採用MoE架構，針對複雜數學形式化證明優化，在頂級基準測試中展現出卓越的邏輯推理能力。
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