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News/Repairing LLM-Generated Specifications with Deterministic Diagnosis
arxiv
PublishedOctober 19, 2026 at 4:00 AM

Repairing LLM-Generated Specifications with Deterministic Diagnosis

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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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