论文精选 83
OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory· OpenVLHarness: 多模态记忆的视觉代理工具使用
Multimodal large language models (MLLMs) have made rapid progress on visual reasoning, yet…
领域：cs.CL作者：Yu Zhou、Cheng-Fu Yang、Rui Sun
📰 AI 研究简报 · 10月21日
今日头条：OpenAI models are coming to Google Cloud —— OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini’s Model Garden, available through Google Cloud Marketplace.
共 90 条预计阅读 54 分钟Token 消耗 162,000
arXiv 最新论文
论文精选 65已解读
Train An Imaginative Agent· 训练想象代理
A seemingly reasonable push in Sokoban can make the puzzle unsolvable. To avoid such mista…
领域：cs.AI作者：Jiaxin Ge、Junyi Zhang、Tianning Chai
论文精选 65已解读
AnyGoal: On World Model Generalization Beyond Expert Rollouts· AnyGoal：超越专家轨迹的世界模型泛化
The goal of a world model is to capture the dynamics of an environment. This has the great…
领域：cs.AI作者：Heejeong Nam、Divyat Mahajan、Quentin Le Lidec
论文精选 82
LatComm: Reusable Context Compression for Latent Communication between Large Language Models· LatComm：多语言模型间隐式通信的可复用上下文压缩
Systems that combine several large language models (LLMs) often use one context for many q…
领域：cs.CL作者：Huawei Lin、Jinting Liu、Tan Yu
论文精选 65已解读
Same Simulation, Different Evidence: Where Retrieved Tool Output Costs LLM Agents Accuracy· 不同证据下的相同模拟
LLM agents that compute the right answer can still answer wrongly. Agent harnesses increas…
领域：cs.AI作者：Ke Zhang、Sahchit Chundur、Jerry Peprah Owusu
论文精选 83
Competing Learning in Hybrid Architectures· 混合架构中的竞争学习
Many modern language models have adopted hybrid architectures that incorporate both linear…
领域：cs.CL作者：Xingyu Shen、Yingfa Chen、Ziqing Qiao
论文精选 65已解读
ProteinGeoBench: Frontier Structural-Biology Agents Are Fluent at Lookup but Lost in Geometry· ProteinGeoBench：前沿结构生物学代理在几何问题上的挑战
Frontier agents retrieve structural metadata well and compute geometry from coordinates le…
领域：cs.AI作者：Matt Turk、Brandon L. Neel、Diana M. Lopez
论文精选 65已解读
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis· 野外环境中的智能体世界模型
Agent learning is shifting from learning from human data toward learning through interacti…
领域：cs.AI作者：Zhaoyang Wang、Qianhui Wu、Haorui Wang
论文精选 83
KEEP-Bench: Evaluating Evidence Preservation in Context Compression· KEEP-Bench：评估上下文压缩中的证据保留
Context compression improves long-context efficiency but may introduce faithfulness issues…
领域：cs.CL作者：Ziqing Man、Di Wu、Jia-Chen Gu
论文精选 82
RefCraft: Benchmarking Visual-Reference-Conditioned Agentic Generation through Web Development· RefCraft：通过网页开发评估视觉参考条件下的代理生成
Beyond basic tool use and coding skills, effectively incorporating visual references into …
领域：cs.CL作者：Yuchi Wang、Rongyao Fang、Weihao Yu
论文精选 65已解读
SOMA: Continuous Monitoring and Intervention for System Two Reasoning with System One Models
Reasoning models often run into problems without noticing them, even when symptoms are vis…
领域：cs.AI作者：Ruizhi Qian、Lei Shi、Tianyu Hu
论文精选 65已解读
LG-Bench: A Graph-Structured Evaluation Benchmark for Life Sciences· LG-Bench：生命科学图结构评估基准
Traditional evaluation benchmarks reduce inherently interconnected scientific knowledge in…
领域：cs.AI作者：Lu Sun、Xiangyi Zhang、Xiangyang Zhu
论文精选 65已解读
Towards Robust Model Organisms for Eliciting Latent Knowledge· 面向稳健的模型生物以引出潜在知识
A key problem in AI safety is eliciting latent knowledge (ELK), extracting information fro…
领域：cs.AI作者：Lennart Finke、Hardik Bhatnagar、Euodia Dodd
论文精选 65已解读
StebBench: Diagnosing Real-World Procedural Understanding in AI Agents· StebBench: 诊断AI代理的实际过程理解能力
Evaluating an agent's planning ability remains challenging for open-domain tasks, where ve…
领域：cs.AI作者：Hossein A. Rahmani、Bin Wu、Chaeeun Lee
论文精选 65已解读
Honeypots for AI Agent Insider Threats· 用于 AI 代理内部威胁的蜜罐
AI agents deployed inside organizations can pose an insider threat if they make mistakes, …
领域：cs.AI作者：Jan Wehner、Jam Kraprayoon
论文精选 65已解读
AllPath: Layered Verification for a Deployed, Self-Revising LLM Trading Agent under Human-Gated and Autonomous Regimes
LLM trading agents are evaluated almost exclusively in backtests and autonomous benchmark …
领域：cs.AI作者：Tian Zhang、Meng Li
论文精选 65已解读
Tandem: Serving Hybrid Linear-Attention GUI Agents on Mobile NPUs· Tandem: 优化手机GUI代理的本地执行
Smartphone GUI agents complete tasks in mobile apps by repeatedly reading the screen and a…
领域：cs.AI作者：Zhuomin Chen、Jingchao Ni、Xu Zheng
论文精选 82
From Outcomes to Components: A Counterfactual Evaluation Framework for LLM-Proposed Repairs· 从结果到组件：大模型修复行动的反事实评估框架
An LLM-generated repair action specifies which records to change and by how much. A failed…
领域：cs.AI作者：Hengyu Ye、Songhua Hu
论文精选 82
Revision-Based Learning from Interactive Experience and Feedback· 基于修订的互动体验与反馈学习
Code generation models are increasingly used to produce interactive artifacts, such as web…
领域：cs.AI作者：Jiawen Li、Chenming Ge、Alice Gao
论文精选 82
When the harness decides success: state that cannot be re-observed· 上下文窗口对语言模型的影响
Agent harnesses decide what a language model sees across turns: they drop old turns, summa…
领域：cs.AI作者：Raimondas Lencevicius
论文精选 82
WhatIf-Bench: Benchmarking Intervention-Aware Time Series Forecasting· WhatIf-Bench：干预感知的时序预测基准
Recent time series foundation models (TSFMs) can consume covariates in-context, extending …
领域：cs.AI作者：Arjun Ashok、Mihir Parmar、Palash Goyal
论文精选 82
Reward Objectives for Robust (PO)MDPs: A Law-Preserving Equivalence with (Partially Observable) Games· 鲁棒（PO）MDP的奖励目标
Robust partially observable Markov decision processes model agents that act under partial …
领域：cs.AI作者：Durgam Latha、Dion Reji、Dorde Zikelic
论文精选 82
BetaMem: Learning to Remember a Changing World for Embodied Agents· BetaMem: 为具身代理学习适应变化世界的记忆
Long-horizon embodied agents face temporal confusion and incomplete or distorted records, …
领域：cs.AI作者：Mai Liu、He Sun、Siru Zhong
论文精选 85
Training Natural Schemers: RL Can Amplify Oversight-Conditional Behavior· 训练自然策略者：RL可放大监管条件下的行为
One of the central concerns for the safety of advanced AI is scheming: when a model strate…
领域：cs.AI作者：Bart Jaworski、Nathaniel Mitrani、Fred Bruford
论文精选 82
Agentic Orchestration of EDC Data Space Retrieval and Natural Language Driven Data Processing· EDC 数据空间检索与自然语言驱动的数据处理代理编排
Participating in a data space still requires the Dataspace Protocol (DSP) negotiation flow…
领域：cs.AI作者：Marla Grunewald、Fin Gentzen、Iulisloi Zacarias
GitHub 热门开源项目
开源项目精选 82
harshpreet931/harshpreet-hand· 手写笔记转字体
I gave Claude Code 120 pages of my handwritten college notes. It gave me back my handwriti…
⭐ 43 stars语言 Python
开源项目精选 80
developeryj1992/ai-trend-studio· 本地化 AI 趋势雷达
Local-first AI trend radar and live-session distillation
⭐ 40 stars语言 Python
精选 AI 行业资讯
行业资讯精选 65
AI promises productivity, but for managers, it’s mostly a headache for now· AI 承诺提高生产力，但目前多是管理者头疼的问题
More than 50% of managers say they're finding it harder to evaluate employees' work after …
行业资讯精选 75
ChatGPT Ads expands to 26 new countries as over 100,000 advertisers have used the platform
From local businesses to global brands, more advertisers can now reach people as they expl…
行业资讯精选 85
OpenAI models are coming to Google Cloud· OpenAI 模型将登陆 Google Cloud
OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini’s Model…
行业资讯精选 85
多智能体协同重构医疗AI！清华AIR孵化：医生AI分身“坐诊”医院
医疗AI质变时刻
行业资讯精选 82
Bringing the Spark to Europe: Local Intelligence Powers Next Wave of Agents· NVIDIA在柏林GTC展示AI硬件
At GTC Berlin, NVIDIA is showcasing its full lineup of local AI hardware. RTX Spark, which…
行业资讯精选 80
Google Cloud and NVIDIA Announce General Availability of NVIDIA Vera Rubin Infrastructure· NVIDIA 和 Google Cloud 推出 Vera Rubin 基础设施
General availability of the instances is coming next month, with planned expansion of avai…
行业资讯精选 82
NVIDIA Cloud Partners Scale Across Europe — Sovereign, Open and Built for Safe AI Agents· NVIDIA 欧洲云伙伴拓展安全 AI 代理
Demand from AI-natives is pulling the European AI cloud ecosystem forward faster than ever…
行业资讯精选 85
Europe’s Industrial Leaders Reinvent Engineering and Manufacturing With NVIDIA· NVIDIA 助力欧洲工业革新
To increase productivity, accelerate innovation and create new opportunities for economic …
行业资讯精选 80
NVIDIA cuDSS Now Generally Available to Accelerate Engineering and Scientific Simulations· NVIDIA cuDSS 加速工程和科学模拟
NVIDIA cuDSS, launched today in general availability, is an NVIDIA CUDA-X library that shi…
行业资讯精选 82
NVIDIA Confidential Computing Expands, Enabling Frontier Model Builders to Securely Scale Across Global Infrastructure· NVIDIA 机密计算扩展，助力全球基础设施安全扩展
NVIDIA builds tools to enable safe agents across the stack. The NVIDIA OpenShell Reference…
行业资讯精选 65
海信获“2026福布斯中国最佳雇主”称号
10月20日，“2026福布斯中国最佳雇主”榜单公布，海信集团荣获2026中国年度最佳雇主！这是海信连续第三年获得福布斯中国雇主系列奖项。从ESG实践到数智化转型，再到综合雇主价值…
行业资讯精选 82
NVIDIA Agent Toolkit Expands, Grounding Enterprise Agents in Company Data· NVIDIA 代理工具包扩展，基于公司数据
Agents are only as useful as what they know, and only as trustworthy as the boundaries the…
行业资讯精选 82
NVIDIA Open Models Advance Europe’s Sovereign Intelligence Across Industries· 英伟达推进欧洲行业主权智能的开放式模型
NVIDIA is expanding its family of open models across language, robotics, biology, and quan…
行业资讯精选 85
生数科技Motubrain团队将直播Physical AI训练全流程，持续半个月· 生数科技Motubrain 2.0训练直播
10月21日，生数科技世界模型团队正式开启Motubrain 2.0训练全流程公开直播
行业资讯精选 85
GTC Berlin 2026: Live Updates From NVIDIA CEO Jensen Huang’s Keynote· GTC 柏林 2026：英伟达CEO黄仁勋主题演讲实况更新
Founded in a tent near the Berlin Wall in 1980, the Tempodrom moved several times before s…
行业资讯精选 75
IDC最新报告：阿里云占中国汽车公共云市场份额超45%
根据国际数据公司（IDC）最新发布的《中国汽车云市场（2026年上半年）跟踪》报告，2026年上半年中国汽车公共云基础设施市场规模约83.4亿元人民币。其中，阿里云市场份额达45.…
行业资讯精选 83
LeCun押注的世界模型，中国一家清华系公司已经做进了机器人
世界模型赛道新看点：千诀隐变量可辨识性方向的研究，比LeCun相近工作早一年，不堆画面预测，主打物理规律与跨本体复用。
行业资讯精选 82
How we built ChatGPT’s novel ad stack for user trust and relevance· OpenAI 如何构建 ChatGPT 的广告堆栈
Learn how OpenAI built ChatGPT’s LLM-powered ad stack to understand conversational intent,…
行业资讯精选 85
真机实干，产训一体：具身智能的下一座基础设施，为什么是“实景实训平台”？
机器人在哪里练，练成后用在哪里？越来越多的探索指向同一个答案：把训练放进真实的工位，这就是“实景实训平台”。据中国信息通信研究院《具身智能训练场研究报告（2026年）》及多家机构测…
行业资讯精选 83
量智齐飞！4个月9款车落地，轻舟城市NOA击穿10-20万体验天花板
百万台搭载打底，智驾普及与安全并重
行业资讯精选 75
一次抓取背后：读懂智能的“计量”，Token经济学如何聚合“算力、模型、语料”？
质检线上，一台人形机器人从料框里取出平板，送进检测柜；完成检测后，再将成品分流。抓取入柜、多项目质检、成品分拣，机器人与工人同线作 业，一气呵 成</spa
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当Agent“有工号”：从一人一工具到一人一团队，组织如何做好AI时代的分工与协作？
智能体也开始领“工号”了。8月31日，张江科学之门模力社区， 智能体身份码节点管理平台 <span style="font-family: 微软雅黑, "Microsoft YaH…
行业资讯精选 82
Using thousands of AI agents to uncover new leads in biological data· 利用数千个AI代理发现生物数据的新线索
See how OpenAI, PerturbAI, and Scripps Research used distributed AI agents to uncover prom…
行业资讯精选 65
实探宁德时代总部：“去宁化”是喊太大声了
电池开发，分工远比想象复杂
行业资讯精选 82
大肥鱼遇劲敌：MiniMax M3.1 Flash 拿下 Agent 任务第一，我们实测了
<img data-src="https://static.leiphone.com/uploads/new/images/20261021/6ad839630cd72.jpg" …
行业资讯精选 82
Southeast Asia’s digital economy to hit $368 billion· 东南亚数字经济将达 3680 亿美元
Widespread AI adoption is propelling Southeast Asia's digital economy to a projected $368 …
行业资讯精选 65
不做提分工具，CapaLeap在AI教育焦虑中找「15度夹角」
<section data-mpa-powered-by="yiban.io" data-pm-slice="0 0 []" style="-webkit-tap-highligh…
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飞书豆包工作AI先锋未来人才大赛：企业正在争抢会用AI做成事的人
先看真实问题解决力
行业资讯精选 75
Anthropic pitches AI safety bill that may block a model if 50+ people could be killed· Anthropic 提出的 AI 安全法规
The proposed policy seems to offer protections against AI run amok but actually forbids fe…
行业资讯精选 75
Hugging Face CEO warns that Netflix’s OpenAI hack documentary isn’t accurate· Hugging Face CEO 警告：Netflix 的 OpenAI 纪录片不准确
Before you share the Netflix documentary "AI Gone Rogue" take note. Clem Delangue, Hugging…
行业资讯精选 80
Anthropic’s cloud partnerships are getting messy· Anthropic 的云合作陷入困境
Anthropic is reportedly struggling to secure enough compute from cloud providers that incr…
行业资讯精选 85
SpaceX’s AI business is beating expectations· SpaceX 的 AI 业务超出预期
SpaceX hit profitably in the third-quarter, with net income of $4.4 billion. AI was the en…
行业资讯精选 80
OpenAI acquires startup Orchestra Bio to beef up its biotech business· OpenAI 收购生物技术初创公司 Orchestra Bio
OpenAI says it's adding Orchestra's team and technology to work on Rosalind, its AI model …
行业资讯精选 82
Google has joined Amazon in attacking Nvidia’s stronghold with AI app developers· 谷歌加入亚马逊挑战英伟达 AI 开发者 地位
Google has joined Amazon in releasing a developer tool that makes it easy for PyTorch user…
行业资讯精选 65
ChatGPT now lets you lock your chats· ChatGPT 现可锁定聊天
The company says the feature is designed for situations where users might be discussing so…
行业资讯精选 65
Eric Schmidt reportedly owns about half as much of Anthropic as CEO Dario Amodei· 前 Google CEO 施密特持有 Anthropic 股份
The former Google CEO owns about 1% stake in the leading AI lab, Bloomberg reported.
行业资讯精选 80
Meta’s Muse hits 10M U.S. downloads in 40 days, a milestone reached by only 11 other apps· Meta的Muse应用下载量迅速突破1000万
Meta's AI companion Muse has surpassed 10 million U.S. downloads in its first 40 days, joi…
行业资讯精选 82
Ex-Nvidia-turned-VC Amulya Vishwanath: ‘Physical AI is in its LEGO era’· 物理 AI 正处于乐高时代
It’s the moment everyone is waiting for — the ChatGPT moment for robotics, Amulya Vishwana…
行业资讯精选 80
Plants can speak using electricity, so this startup built an AI model to decipher their language· 植物能用电『说话』，这家初创公司建了 AI 模型来解密
Electric Plant has built an AI-powered translator to help humans listen to what plants are…
行业资讯精选 80
王友清教授团队论文被ACM MM 2026录用｜ACM MM 2026
来源：CVer 文章链接：https://mp.weixin.qq.com/s/Xax4gmcHdwmTP
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RSI三块关键拼图，MemT 1.0从模型层补上「记忆」
把记忆原生焊进Transformer
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European Leaders Turn to NVIDIA Vera CPUs to Build Local Infrastructure· NVIDIA Vera CPU 助力构建新型基础设施
Nebius and Nscale are among global technology partners looking to NVIDIA Vera CPUs to buil…
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Franchisee reconciles cash in 94% less time with ChatGPT Work· ChatGPT 助力特许经营商
An independent Schlotzsky’s and Cinnabon franchisee cut menu repricing time by 95% and bui…
行业资讯精选 82
亚太唯一！阿里云连续4年获评 Gartner 容器管理领导者象限
近日，国际权威咨询公司Gartner正式发布2026年度《容器管理魔力象限》报告，阿里云连续4年入选该报告，稳居“领导者”象限，是亚太地区唯一获此殊荣的科技公司。 Gartner在…
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首Token延迟降低32.4%！是石科技集群调度大招，国产推理再提效
最新发布TokenFleet调度框架
行业资讯精选 82
Terminal X matches senior investor judgment 88.6% with GPT-6.1· 终端X与GPT-6.1的投资评估
Terminal X’s Eval Agent grades outputs against a 54-criterion rubric, catching 25% more de…
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580天暗战，爱奇艺的AI闯关路
今年4月，在北京的一场影视行业论坛上，爱奇艺基础架构与智能分发事业群总裁刘文峰正通过大屏幕演示手机端的一个新功能“跳看”：前一秒还是画师在寺庙中留下一幅未完成点睛的画作，手指一滑，…
行业资讯精选 75
奥斯卡大师加持，「电影精神」怎么造就AI剧场？
“我73岁转型，我要去拥抱新的技术、去驾驭它，做到真正想做的东西，这就是我的决心。”——鲍德熹 十一月的北京已略带寒意，我们在爱奇艺青春中心见到了一代传奇影人鲍德熹。这里是他和爱奇…
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启元机器人新进展：北大董豪团队推出 HIL-UMI，让后训练摆脱「真机依赖」
<img data-src="https://static.leiphone.com/uploads/new/images/20261020/6ad6e86dbb744.jpg" …
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OpenAI acquires Orchestra Bio· OpenAI 收购 Orchestra Bio
OpenAI is acquiring Orchestra Bio to bring AI-powered operations to life sciences R&D, hel…
YouTube 热门 AI 视频
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How Lila Sciences’ AI and Automated Labs Help Scientists Discover New Medicines Faster· Lila Sciences 的 AI 和自动化实验室如何帮助科学家更快发现新药
YouTube · NVIDIA
📺 NVIDIA▶ 225 次观看
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RFD4-Proteina: How IPD Researchers and NVIDIA Design New Proteins with AI· RFD4-Proteina：用 AI 设计新蛋白
YouTube · NVIDIA
📺 NVIDIA▶ 165 次观看
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From Prompt to Walking Robot With NVIDIA RTX Spark· 从文本提示到行走机器人
YouTube · NVIDIA
📺 NVIDIA▶ 334 次观看
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NVIDIA Foundational Technology Montage | GTC Berlin 2026 Edition· NVIDIA 基础技术蒙太奇
YouTube · NVIDIA
📺 NVIDIA▶ 256 次观看
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Official Keynote Closing Video | NVIDIA GTC Berlin 2026· 英伟达 GTC 2026 柏林闭幕演讲视频
YouTube · NVIDIA
📺 NVIDIA▶ 434 次观看
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Introducing NVIDIA OpenShell Reference Architecture for Safer AI Agents· NVIDIA 推出安全 AI 代理参考架构
YouTube · NVIDIA
📺 NVIDIA▶ 56 次观看
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Super AI Agents for Science, Manufacturing and Engineering | GTC Berlin 2026 Edition· GTC 2026：适用于科学等领域的超级 AI 代理
YouTube · NVIDIA
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AI Factories That Use Less Power and Water, Built in Days | NVIDIA DSX· NVIDIA 推出低功耗、节水的 AI 工厂解决方案
YouTube · NVIDIA
📺 NVIDIA▶ 538 次观看
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Official Keynote Opening Video | NVIDIA GTC Berlin 2026· NVIDIA GTC 柏林 2026 开幕演讲
YouTube · NVIDIA
📺 NVIDIA▶ 572 次观看
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Build a Better Shopping Experience with OpenAI | Shopping Agent Demo· 使用 OpenAI 构建更好的购物体验
YouTube · OpenAI
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