用低成本自动化评判自然语言数学证明，直击数学推理系统评估的痛点，值得关注
arXiv:2608.00004v1 Announce Type: cross Abstract: Grading natural-language mathematical proofs is a recurring cost in evaluating math-reasoning system…
OpenAI用GPT-5.5 Pro自动反驳数学猜想，AI在数论领域再次突破。
arXiv:2607.20525v1 Announce Type: new Abstract: OpenAI's recent disproof of the Erd\H{o}s unit distance conjecture marked a milestone for AI in mathem…
菲尔兹奖得主邓煜坦言AI已加速数学研究，但警告初学者不可丧失独立思考能力。
7 月 24 日，2026 年菲尔兹奖得主、芝加哥大学教授邓煜近日在接受采访时透露， 他在数学研究中会使用 AI 辅助工具， GPT 曾帮助解决一个连续几天未能突破的数学特例。 邓煜表示，他使用 AI 的感受是“已经让很多研究环节方便了不少”。对于一些基本确定为真的简单结论，他会让 AI 给出证明后…
GPT-5.6仅凭一条精心设计的prompt，成功破解凸优化领域30年未解难题，AI数学推理能力再获惊人突破。
Article URL: https://old.reddit.com/r/math/comments/1uxj3cy/after_openais_cdc_proof_announcement_gpt56_used_a/ Comments URL: https://news.ycombinator.…
大模型智能体闯入数学证明领域，ProofCouncil挑战开放数学问题，在FirstProof基准中展现惊人推理能力。
arXiv:2607.09474v1 Announce Type: new Abstract: Large language models (LLMs) have shown increasing promise in solving open problems in mathematics. Ho…
AI模型GPT-5.6 Sol Ultra首次给出图论Cycle Double Cover猜想的完整证明，数学界迎来机器推理里程碑。
https://x.com/__eknight__/status/2075643450196971805 , https://xcancel.com/__eknight__/status/2075643450196971805 Prompt: https://cdn.openai.com/pdf/0…
60位作者联合发布，首个评估AI在研究级数学证明生成能力的基准测试，挑战大模型推理极限。
arXiv:2509.26076v2 Announce Type: replace Abstract: As the mathematical capabilities of large language models (LLMs) improve, it becomes increasingly …
用10行Python代码数学证明古德哈特定律，揭示指标如何扭曲真实行为。
Your dashboard is lying to you - and we can prove it mathematically. The Pattern You've Seen Before You've lived this story. Every engineer has. Quart…
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…
实测DeepSeek V4 Pro与GPT-4o在SQL优化、素数证明等硬核任务上的性能对决，谁更胜一筹？
DeepSeek V4 Pro vs GPT-4o: Real Benchmark Comparison (June 2026) I ran both models through 20 coding, math, and reasoning tests. Here are the raw numb…
15,941个数学状态的图谱，把证明变成路径查找，开源新玩法。
Article URL: https://ansumandas441.github.io/mathematical-discovery-engine/ Comments URL: https://news.ycombinator.com/item?id=48570110 Points: 1 # Co…
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 …
基于LLM自动整理数学证明数据的管道，提升推理任务的数据质量与效率。
arXiv:2606.15258v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly capable of mathematical problem solving and can even ass…
用VGPT-RSI方法对黎曼假设相关不等式进行形式化验证，给出边界证书与失败定位。
arXiv:2606.15096v1 Announce Type: new Abstract: The Riemann Hypothesis remains one of the central unsolved problems in mathematics. Rather than claimi…
研究指出大语言模型在严格验证复杂数学证明上的缺陷，提出逐步验证新范式。
arXiv:2606.10799v1 Announce Type: new Abstract: Large Language Models (LLMs) struggle to rigorously verify complex mathematical proofs. Standard globa…
上传PDF即可用AI对话提问，快速提取论文要点和数学证明细节，无需手动阅读全文
Article URL: https://www.davidhbailey.com/dhbpapers/Chatbots.pdf Comments URL: https://news.ycombinator.com/item?id=48449567 Points: 1 # Comments: 0
最新研究对比多款大模型在Lean 4中自动生成形式化数学证明的效果，为数学研究者选模型提供参考。
arXiv:2606.05632v1 Announce Type: new Abstract: Within the past few years, the ability of Large Language Models (LLMs) to generate formal mathematical…
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…
AI模型推翻数学猜想，证明离散几何核心猜想错误，引发学界热议。
https://x.com/wtgowers/status/2057175727271800912 , https://xcancel.com/wtgowers/status/2057175727271800912 Comments URL: https://news.ycombinator.com…