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Formal Reasoning [pdf]

Formal Reasoning [pdf]

2 comments

·October 26, 2025

amelius

Since LLMs are great at coding but bad at logic, maybe an approach like this can bridge the gap? So first let it translate natural language to a formal language, from there allow it to use a logic engine to make verifiable transformations (correctness-preserving), and finally translate back to natural language.

3abiton

Essentially there is growing interest in the "formal" math community (combinatorics, mining, etc ..) to do exactly this.