---
id: 20260423-T0-13
title: "编译优化让定理证明器效率翻倍"
title_en: "Compiler Optimization Doubles Theorem Prover Efficiency"
url: https://ai.daily.yangsir.net/daily/20260423-T0-13
issue_date: 2026-04-23
publish_date: 2026-04-22T04:00:00.000Z
category: research
source_name: "arXiv cs.LG (ML)"
source_url: https://arxiv.org/abs/2604.18587
---

# 编译优化让定理证明器效率翻倍

新研究利用编译器输出来提升形式化定理证明器的性能，解决了大模型证明时算力消耗过大的问题。该方法通过优化计算路径，将证明效率提升2倍，减少50%的测试时间。相比现有方法，新方案在保持同等证明强度的同时，显著降低了资源需求，适用于数学验证和逻辑推理场景。

## English Version

**Compiler Optimization Doubles Theorem Prover Efficiency**

A new approach leverages compiler outputs to boost formal theorem provers, solving excessive compute consumption in LLM-based proving. By optimizing computational paths, it doubles proof efficiency while cutting test time by 50%. The method maintains equivalent proof strength while significantly reducing resource demands.

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**来源**：[arXiv cs.LG (ML)](https://arxiv.org/abs/2604.18587)

**详情页**：https://ai.daily.yangsir.net/daily/20260423-T0-13

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