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by jaen 54 days ago
There are ways to partially improve or at least quantify the specification gap using LLMs, by analyzing variance in the output formal specification when given a natural language specification (by eg. generating many formal specs from an input description).

See eg. "Draft-and-Prune: Improving the Reliability of Auto-formalization for Logical Reasoning" [1].

[1]: https://arxiv.org/abs/2603.17233