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Rohan Paul更新于 10月24日 22:20

OpenAI 纳维-斯托克斯声明后,哈佛数学家对 AI 证明是否需人类理解产生分歧

Harvard mathematicians are split over whether correct AI proofs need human understanding, after OpenAI’s Navier-Stokes claim.

AI 导读

在 OpenAI 的纳维-斯托克斯声明之后,哈佛数学家对正确的 AI 证明是否需要人类理解存在分歧。Rohan Paul 指出,证明既说明命题为真,也教给数学家可复用的方法,而 AI 证明往往只做到前者。数学家看重证明的确定性与技巧,无人理解的 AI 证明给出了确定性,却没有给出技巧。

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借哈佛数学家的分歧,呈现 AI 证明在确定性与可复用方法之间的取舍。

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Harvard mathematicians are split over whether correct AI proofs need human understanding, after OpenAI’s Navier-Stokes claim.

A proof does 2 things: it shows a statement is true, and it teaches other mathematicians a method they can reuse, and AI proofs often deliver only the first.

Mathematicians value proofs for 2 reasons, certainty and technique, and an AI proof that nobody understands gives them certainty while withholding the technique.

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Rohan Paul