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Repairing LLM-Generated Specifications with Deterministic Diagnosis

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2610.22568v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as formalizers: given a reasoning problem expressed in natural language, they produce a formal specification that a symbolic solver can then solve, with guarantees relative to that specification. Many…

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  1. 2026-10-20 04:00 · arXiv cs.AI
    Repairing LLM-Generated Specifications with Deterministic Diagnosis

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