用 Wiki 方式协作编辑 Lean 4 形式化物理库，降低贡献门槛，让物理定理证明更开放。
Article URL: https://jstoobysmith.github.io/PhyslibVerso/ Comments URL: https://news.ycombinator.com/item?id=49107816 Points: 1 # Comments: 0
数学证明成本骤降：Mistral AI开源Leanstral 1.5，解决同类问题仅需4美元，远超竞品。
IT之家 7 月 6 日消息，欧洲人工智能企业 Mistral AI 当地时间本月 2 日宣布推出 面向数学形式化证明程序语言 Lean 4 的 Leanstral 1.5 模型 。该模型总共拥有 119B 参数，激活 6B 参数，以 Apache-2.0 许可开源。 Mistral AI 表示，L…
大模型数学推理常出幻觉，LAMP框架用Lean 4内核校验加自动修复，让AI证明每一步都可验证、可审计
arXiv:2606.28841v1 Announce Type: cross Abstract: Large language models are increasingly capable of mathematical reasoning, but the proofs they genera…
arXiv新作评测LLM将自然语言证明翻译成Lean 4形式代码的稳健性，揭示数学AI的前沿挑战。
arXiv:2606.14867v1 Announce Type: cross Abstract: Proof autoformalization aims to translate a mathematical informal proof written in natural language …
用Lean 4证明助手首次实现多边形交集算法的完全形式化验证，确保任意多边形配置下的交集正确性
To my knowledge, this is the first formally verified implementation of an intersection algorithm for polygons. The experience of working with AI agent…
这项研究证明了在共线性条件下，任何特征排名都无法同时满足忠实性、稳定性和完备性，对机器学习可解释性理论有重要影响。
arXiv:2605.21492v1 Announce Type: cross Abstract: No feature ranking can be simultaneously faithful, stable, and complete when features are collinear.…
LeanSearch v2提出全局前提检索，一次性找出Lean 4定理所需全部引理，突破现有单步或语义匹配局限。
arXiv:2605.13137v2 Announce Type: replace-cross Abstract: Proving theorems in Lean 4 often requires identifying a scattered set of library lemmas whos…
深度解析Lean 4自动形式化中同义改写引发的失败模式，推动形式化验证技术发展
arXiv:2604.23135v2 Announce Type: replace Abstract: Lean 4 autoformalization has become increasingly popular in recent years, with frontier language m…