论文精选 82
A Formal Limitation on Learning Human Language From Textual Corpora· 从文本语料库学习人类语言的正式限制
Can a listener recover what a speaker means from the form of an utterance alone? We answer…
领域：cs.CL作者：Emily Cheng、Ryan Cotterell
📰 AI 研究简报 · 9月1日
今日头条：Powerful AI Is Becoming Almost Free —— YouTube · Two Minute Papers
共 67 条预计阅读 40 分钟Token 消耗 120,600
arXiv 最新论文
论文精选 60已解读
Logos: An Agent Harness on a Cross-Process Bus· Logos: 跨进程总线上的代理绑定
Modern agent systems assemble capabilities at runtime, and this dynamic composition has re…
领域：cs.AI作者：Hanzhang Jia、Liheng Zeng、Hao Cheng
论文精选 60已解读
InstructMesh: Selective Refinement of Generative 3D Models for Fabrication· InstructMesh：生成 3D 模型的交互式精炼工具
Recent advances in generative AI allow users to create 3D models from text or images. Howe…
领域：cs.AI作者：Faraz Faruqi、Ahmed Katary、Demircan Tas
论文精选 60已解读
When Robots Mishear Us: Mapping the Safety Risks of Voice-Controlled Embodied AI· 当机器人听错我们：语音控制具身 AI 的安全风险
We investigate whether automatic speech recognition (ASR) errors in user input can lead to…
领域：cs.AI作者：Sihan Jia、Oliver Lemon
论文精选 60已解读
Training Communication-Efficient Mixture-of-Experts Language Models with Layer Re-Configuration· 提高MoE模型通信效率的训练方法
When training Mixture-of-Experts (MoE) language models with expert parallelism, all-to-all…
领域：cs.AI作者：Simeng Sun、Roger Waleffe
论文精选 82
Phoneme- and Word-Level Metrics Using Self-Supervised Speech Representations for Forced Alignment Evaluation· 使用自监督语音表示的音素和单词级评估指标
Forced alignment evaluation typically requires manually annotated timestamps, limiting lar…
领域：cs.CL作者：V. S. D. S. Mahesh Akavarapu、Michael Daniel、Gerhard Jäger
论文精选 82
Ladders in Chaos: When, How, (and Perhaps Why) Does Test-Time Scaling Improve LLM Machine Translation· 混沌中的阶梯：测试时缩放如何改善大语言模型机器翻译
Two forms of test-time scaling for Large Language Models (LLMs) have emerged as effective …
领域：cs.CL作者：Di Wu、Sergey Troshin、Christof Monz
论文精选 60已解读
AcrossVAM1.0: Particle World Modeling for Text-Assisted Robot Video Prediction· AcrossVAM1.0: 文本辅助机器人视频预测的粒子世界建模
Predicting robot videos requires both precise motion reasoning and preservation of high-fr…
领域：cs.AI作者：Yafei Zhang、Nan Wu
论文精选 83
NL2AGBench: Benchmarking LLM Auto-Formalization for AlphaGeometry· 自然语言到 AlphaGeometry 基准
Recent advances in large language models (LLMs) have demonstrated strong capabilities in n…
领域：cs.CL作者：Samuel Xiao、Judy Song、Rory Hu
论文精选 83
Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge· 盲人摸象：探索LLM在长尾分歧知识下的认知局限
Factual question answering (QA) typically assumes a single canonical answer, obscuring whe…
领域：cs.CL作者：Zhuoshi Pan、Junru Lu、Yan Qian
论文精选 60已解读
COVER: Identifiable Evaluation of Coalition Routing· 联合路由的可识别评估
When a multi-agent system changes its team, it also changes the messages and final answer …
领域：cs.AI作者：Raghul Sugumar、Amrit Gopinath
论文精选 60已解读
Learning to Use Tools: Reinforcement Learning for Tool-Integrated Mathematical Reasoning· 学习使用工具：强化学习以实现工具集成的数学推理
Current large language models (LLMs) increasingly benefit from external tool integration, …
领域：cs.AI作者：Minghui Xu、Zi Wang
论文精选 60已解读
Prove2Me: An Open Collaborative Platform for Scaling Math Formalization· Prove2Me：开放协作的数学形式化平台
Proof assistants such as Lean 4 promise the paradigm of formally verified mathematics, but…
领域：cs.AI作者：Shuze Chen、Kunal Marwaha、Xiaoyang Lu
论文精选 60已解读
Program Learning with Verifiable Rewards: Symbolic Backpropagation for Post-Training LLMs· 带可验证奖励的程序学习：符号反向传播
Post training a language model to reason means updating its weights. Supervised finetuning…
领域：cs.AI作者：Vishvesh Bhat
论文精选 60已解读
VERA-8B: Evidence-Grounded Audit Risk Reasoning from SEC Filings· VERA-8B：基于 SEC 文件的证据支持审计风险推理
Across audit applications, judgments must be supported by reasonable evidence. However, st…
领域：cs.AI作者：Menghan Liu、Elynn Chen
论文精选 60已解读
RetailAgent: Structured Adverse Timing in Self-Conditioned Multimodal LLM Trading Agents· RetailAgent：自我条件多模态 LLM 交易代理的结构化不利时机
In financial markets, a sequential policy that reacts systematically to price movements ma…
领域：cs.AI作者：Yupeng Zhang、Liuyuan Jiang、Hongyi Huang
论文精选 60已解读
Timing-Aware Repurchase Prediction for Web-Scale E-Commerce: Survival Models for Multi-Surface Grocery Recommendation· 电商大规模杂货推荐的时序重购预测
Repurchase recommenders in e-commerce are commonly framed as a binary question asking "wil…
领域：cs.AI作者：Akshay Kekuda、Shreeranjani Srirangamsridharan、Ishan Bhatt
论文精选 82
MAP: A Benchmark on Multimodal Accessibility Planning for Real World Places· 多模态无障碍规划基准
We introduce MAP, the first benchmark to evaluate multimodal AI systems as assistants for …
领域：cs.AI作者：Jason Armitage、Ioannis Tsochantaridis、Linda Mazzone
论文精选 82
EvoUndo: Recoverability-Constrained Self-Evolution for LLM Agent Harnesses· EvoUndo: 大模型代理自演化的可恢复性约束
LLM agents increasingly modify their own prompts, tools, middleware, resources, and execut…
领域：cs.AI作者：Tanmay Sah、Dolly Sah、Harshul Jain
论文精选 82
GRACE:Gradient-guided Coreset Selection for LLM Unlearning· GRACE: LLM 卸载的梯度指导核心集选择
Machine Unlearning methods for Large Language Models typically assume pre-specified forget…
领域：cs.AI作者：Praveen Bushipaka、Andrea D'Angelo、Lucia Passaro
论文精选 82
Propagating construction-time knowledge quality into medical question answering: A framework grounded in clinical guidelines· 医疗问答中的知识构建质量传播
Large language models have facilitated knowledge graph (KG) construction from clinical gui…
领域：cs.AI作者：Jie Hu、Junjie Wang、Shan Lu
论文精选 82
AGENT-O: A Semantic Agent Card Framework for Interoperable and Governed Healthcare AI Agents· AGENT-O：医疗AI代理的语义框架
AGENT-O is a modular ontology framework that defines a semantic Agent Card for representin…
领域：cs.AI作者：Pengze Li、Cui Tao
论文精选 83
Real-Valued Hyperdimensional Sequence Representations with Hadamard Product Binding and Shift Equivariance· 超维度序列表示的实值编码
Encoding temporal order is a fundamental requirement for sequence representations in Hyper…
领域：cs.AI作者：Kenny Schlegel、Dmitri A. Rachkovskij、Denis Kleyko
论文精选 82
MAIL: Memory-driven, Adaptive, Incremental, and Literature-grounded Framework for Hypothesis Generation in Chemistry· MAIL：化学假设生成的记忆驱动框架
The ever-expanding volume of the chemical literature offers unprecedented opportunities to…
领域：cs.AI作者：Mahdi Babaei、Xueshen Li、Yutao Kuang
论文精选 85
Memristive-Friendly Hadamard Reservoir Computing: Structured, Multiplier-Free Recurrences at Scale· Hadamard 循环计算的 Memristive 友好实现
Reservoir Computing (RC) designs Recurrent Neural Networks around a fixed, i.e., untrained…
领域：cs.AI作者：Andrea Ceni、Gianluca Milano、Carlo Ricciardi
GitHub 热门开源项目
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raamonp/rl-gym-orchestrator· 2026强化学习微调框架指南
Ultimate LLM Gym Trainer Guide 2026: Reinforcement Learning Fine-Tuning Framework
⭐ 55 stars语言 HTML
开源项目精选 82
wijayamakro19-sketch/FormAI-Coach-Elevate· AI 训练姿势矫正
AI Form Checker 2026: Perfect Your Squat, Deadlift & Bench Press Form
⭐ 55 stars语言 HTML
开源项目精选 85
Harshitdewangann/Model-Vault-Forge· AI Studio Trainer Hub 2026: 开源安装器和自动更新套件
AI Studio Trainer Hub 2026: Open Source Installer & Auto-Updater Suite
⭐ 55 stars语言 HTML
精选 AI 行业资讯
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3秒出片比播放还快，MiniMax打开了AI视频的实时商业化路径
AI视频生成速度超越播放速度，推动实时商业化。
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DeepSeek V4 多模态开源，我们把它的视觉链路拆了一遍
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从生成工具到专业创作伙伴，小云雀AI官宣品牌升级
8月31日，内容创作平台小云雀AI宣布品牌升级，围绕“一起创作好故事”这一全新定位，升级产品能力、创作者扶持政策和内容生态。未来3年，小云雀AI将投入一亿积分，依托创作者计划、剧本…
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耐士劳IFA 2026：能感知、会理解、可执行的下一代户外庭院· 耐士劳IFA 2026：智能割草机器人
全球消费电子产业的“风向标”——德国柏林国际消费电子展（IFA 2026）将于9月4日在柏林展览中心启幕。智能户外庭院科技企业耐士劳，将以双展台联动形式，面向全球客户与合作伙伴，带…
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流沙之上：陈冕、景鲲、倪正民和中国 AI 应用创业者的三种选择
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我们拆了 1.1 万个 DeepSeek Harness 插件，发现官方几乎没有建立插件治理机制
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万字长文拆解DeepSeek V4 Pro与Harness：从后训练到「代理自进化」，更大的变化在开源框架里
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GLM 5.3 更强却更难用了？我们让它和 5.2 做了同一个北京城市驾驶游戏
<img data-src="https://static.leiphone.com/uploads/new/images/20260901/6a968ecc57a78.jpg" …
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我们用 Qwen 3.8-Max 做了一个 AI 大模型宇宙：效果竟然胜过 GPT5.6？
<img class="rich_pages wxw-img" data-aistatus="1" data-croporisrc="https://mmbiz.qpic.cn/s…
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阿里开源 Qwen3.8-27B 本地实测：性能很强，但 Agent 适配仍待补课
<img data-src="https://static.leiphone.com/uploads/new/images/20260901/6a968ddf001b1.jpg" …
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Qwen3.8-27B 登顶全球开源榜第一，曾经的「源神」又回来了！
<img data-src="https://static.leiphone.com/uploads/new/images/20260901/6a968db139935.jpg" …
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给 AI 一张陶罐碎片图，它能还原破裂过程吗？Minimax H3 vs Seedance 2.0 Fast 实测· Minimax H3 vs Seedance 2.0 Fast 实测
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DeepSeek Harness 的插件体验短板：安全权限未生效，好插件用户找不到
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吴恩达开源的OpenWorker，为什么「不 Work」了？
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GitHub最热架构图Agent，开发者故事看哭了
美观且支持实时更新的架构图，也能用AI一键生成了！
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A社化身A割！Claude官宣永久提额25%，结果到手反而少17%· Claude官宣提额，实际效果反降
主打一个明升暗降，理直气壮
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VAST完成约30亿元B和B+轮融资，经纬创投领投，多元产业资本集体加注
近日，VAST宣布完成B轮和B+轮融资，合计约30亿人民币，由经纬创投领投，完美世界、蓝色光标、芯动能投资、延趣游戏、中科创达、广电投资、三七互娱等一线产业资本，鼎晖VGC、中金资…
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Violoop完成亿元级融资：让AI在真实工作中学会一个人
近日， Violoop 正式完成亿元级天使轮及 Pre-A 轮融资。联想创投、中金保时捷、蓝驰创投、元生资本、启赋资本和 Zero2IPO Ventures</spa
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存算一体进入「产业化时刻」，谁在领跑规模化交付？
01 存算一体，进入交付时刻 2026年，存算一体赛道的节奏骤然加快。 8月24日，小米发布玄戒O100高带宽AI加速芯片，采用6nm工艺与3D晶圆级堆叠，近存计算带宽达1.22T…
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自进化WAM来了！清华AIR联手域变换提出具身In-Context Causal Learning
参数冻结，能力暴涨
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AI 读过一切，却没经历过任何事：Ropedia 发布 HOMIE Gen2，给具身智能补「经验」这一课
8 月中旬，新加坡的一场公开演讲上，南洋理工大学副教授、Ropedia 首席科学家刘子纬抛出了一个问题：为什么读过整个互联网的 AI，进了物理世界，却连一杯咖啡都冲不好？ 他的回答…
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业绩连跳20级，这家芯片公司做对了什么？
8月28日晚间，国产GPU企业壁仞科技（06082.HK）披露2026年中期业绩。2026年上半年，壁仞科技实现营业收入12.36亿元，较上年同期增长约1997.6%；期内亏损大幅…
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AIVC只是前菜！复旦提出生命算子，统一生命建模
连发六篇Nature期刊，复旦Neolab打通全尺度生命推演
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李飞飞、吴佳俊再联手，打破世界模型和机器人动作的「巴别塔」
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TUM 黎子玥：模型这么大这么强，为什么还是「上不了路」？| IJCAI 2026
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卖B70显卡，只是英特尔本地AIGC生意的开始
一张显卡，开始被越来越多创作者当成生产资料重新算账。 过去，要把AI视频真正搬到本地，首先卡在模型。效果更好的视频模型大多通过云端服务提供，能够下载到本地的开源模型，距离稳定生产往…
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独家丨地瓜机器人扩招NPU研发团队，或将强化下一代芯片布局
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MWA™霸榜全球第一后：无界动力用真实咖啡厅展现物理AI的落地之径
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从一颗芯片到万卡集群，燧原的八年算力长跑
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Apple shares ‘shocking evidence’ against former employee accused of stealing company data for OpenAI· 苹果指控前员工窃取数据给 OpenAI
Apple says it has evidence that a former employee destroyed evidence of data theft after l…
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The Pentagon now has its own version of ChatGPT and Grok· 五角大楼引入 ChatGPT 和 Grok
Versions of OpenAI's ChatGPT and SpaceXAI's Grok will join Google's Gemini on the Pentagon…
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Instagram puts new limits on undisclosed AI profiles· Instagram 限制未披露的 AI 账号
As frustration over AI influencers has been growing, Instagram is limiting the reach of un…
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Clipto uses AI to search terabytes of video and is now valued at $250M· Clipto 使用 AI 搜索海量视频
The three-year-old startup says it reached $15 million in ARR and profitability before rai…
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Nvidia’s $3.5B MediaTek bet reveals its plan for tackling Big Tech’s AI chip buildout· 英伟达的 35 亿美元联发科赌注
Nvidia invests $3.5 billion into Taiwanese chipmaker MediaTek. The deal shows how Nvidia p…
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VC疯了！200万现金冠军奖，又花4000万造了一座AI「创业乌托邦」· VC打造AI创业乌托邦
划重点：这次不是你挨家敲门，是VC排队来看你。
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Polimill builds Japan's next-generation public AI infrastructure· Polimill 构建日本下一代公共AI基础设施
Polimill uses OpenAI GPT models and Codex to help municipalities search and use administra…
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OpenAI supports California’s bill to advance youth AI safety· OpenAI 支持加州青少年 AI 安全法案
OpenAI supports California SB 1119, advancing strong, age-appropriate AI safeguards for te…
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At TechBBQ, Europe’s AI conversations kept coming back to: Who’s actually in control?· TechBBQ：欧洲 AI 控制权讨论
Investors, founders, and operators from across Europe arrived for the annual Nordic TechBB…
YouTube 热门 AI 视频
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Powerful AI Is Becoming Almost Free· 强大的 AI 正在变得几乎免费
YouTube · Two Minute Papers
📺 Two Minute Papers▶ 5.6k 次观看