Strange new universes: Proof assistants and synthetic foundations

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-02-15 DOI:10.1090/bull/1830
Michael Shulman
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Abstract

Existing computer programs called proof assistants can verify the correctness of mathematical proofs but their specialized proof languages present a barrier to entry for many mathematicians. Large language models have the potential to lower this barrier, enabling mathematicians to interact with proof assistants in a more familiar vernacular. Among other advantages, this may allow mathematicians to explore radically new kinds of mathematics using an LLM-powered proof assistant to train their intuitions as well as ensure their arguments are correct. Existing proof assistants have already played this role for fields such as homotopy type theory.
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奇怪的新宇宙:证明助手与合成基础
被称为证明助手的现有计算机程序可以验证数学证明的正确性,但其专门的证明语言对许多数学家来说是一个准入门槛。大型语言模型有可能降低这一门槛,使数学家能够用更熟悉的语言与证明助手互动。除其他优势外,这可能会让数学家利用由 LLM 驱动的证明助手来训练他们的直觉,并确保他们的论证是正确的,从而探索全新的数学类型。现有的证明助手已经在同调类型理论等领域发挥了这种作用。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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