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陶哲轩质疑 OpenAI 公司：719 篇 AI 数学证明，人类真的理解了吗？
IT之家 10 月 9 日消息，OpenAI 于 10 月公布 719 份 AI 数学解答，涵盖 372 个数学结果族，涉及数百项开放研究问题，不过发布后被指尚未完全达到“数学与人工智能顾问小组”（AGMAI）提出的标准。 IT之家此前报道，OpenAI 于 10 月 6 日最初在 GitHub 发…
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Cost-Effective Automated Judging of Natural-Language Mathematical Proofs
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…
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Autonomous disproofs of the sum-product conjecture over $\mathbb R$ with GPT-5.5 Pro
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…
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菲尔兹奖得主邓煜谈 AI：已能帮助数学证明，但不能替代独立思考
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…
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GPT-5.6 used a prompt to close a 30-year gap in convex optimization
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.…
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ProofCouncil: An LLM Agent for Solving Open Mathematical Problems
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…
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GPT-5.6 Sol Ultra produces proof of the Cycle Double Cover Conjecture [pdf]
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…
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IMProofBench: Benchmarking AI on Research-Level Mathematical Proof Generation
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 …
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Goodhart's Law Is a Math Problem - And We Can Prove It With 10 Lines of Python
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…
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LAMP: Lean-based Agentic framework with MCP and Proof Repair
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…
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DeepSeek V4 Pro vs GPT-4o: Real Benchmark Comparison (June 2026)
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…
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Show HN: A knowledge graph of 15,941 math states – proof as path-finding
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…
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Evaluating the Robustness of Proof Autoformalization in Lean 4
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 …
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Mask-Proof: An LLM-based Automated Data Curation Pipeline on Mathematical Proofs
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…
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VGPT-RSI for RH-Adjacent Formal Progress: Boundary Certificates, Verified Finite Lagarias Inequalities, and Explicit Failure Localization
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…
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Evaluating Research-Level Math Proofs via Strict Step-Level Verification
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…
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Experience using AI software to prove Euler sum results [pdf]
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
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Evaluation of LLMs for Mathematical Formalization in Lean
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…
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Show HN: Formally verified polygon intersection – Opus 4.8 oneshots, prev failed
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…