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cs updates on arXiv.org

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Visored: A Controlled-Natural-Language Prover for LLM-Gen...
[Submitted on 16 Jun 2026] · 2026-06-17 · via cs updates on arXiv.org

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Abstract:We present a dependent-type-based prover designed around the way LLMs (and humans) tend to write mathematics, complementing existing systems such as Lean and Rocq. Its core design choices are a surface that imitates mathematical natural language and a rule-driven automation layer that closes the routine steps a textbook would omit, so that an accepted proof can be re-emitted as a checked Lean file. Early experiments suggest that, even without any prover-specific training data, LLMs can learn to use it effectively on the miniF2F benchmark. Lean output excerpts: this https URL

Submission history

From: Yiping Wang [view email]
[v1] Tue, 16 Jun 2026 06:43:08 UTC (851 KB)