今日 AI 热榜
聚合 AI 圈优质公众号 + 海外官方源 + arXiv 论文,多家信源在报道同一事件即进「今日焦点」,按热度/最新排序。
今日焦点
按热度精选 Top 4Claude Cowork 扩展至移动端和网页端
AI 产品功能更新,提升跨平台协作体验。
Claude Cowork 扩展至移动端和网页端,支持跨设备任务协作。
面对美国出口管制,中国DeepSeek计划自研芯片
涉及芯片自研与地缘科技博弈,产业链动向值得关注。
中国AI公司DeepSeek计划自研芯片以应对美国出口管制。
中国考虑限制顶级AI模型出口,欧洲夹在中间
涉及中美欧AI战略博弈与产业链影响。
中国拟限制顶级AI模型出口,欧洲依赖廉价开源模型的捷径或受阻。
This is huge for Qwen: the biggest small Qwen failure mode is getting caught in loops after multiple turns.
解决小模型常见循环故障,方法开源且效果显著。
Liquid AI 发布 Antidoom 开源方法,大幅降低推理模型循环失败率。
今日热榜
186 篇 · 点分类筛选Anthropic 新工具 J-Lens 可读取 Claude 隐藏内心独白
Anthropic 发现 Claude 拥有内部工作记忆,并开发 J-Lens 工具可读取其隐藏思维。
AI创新者采用NVIDIA Vera:为何大规模单线程CPU至关重要
AI创新者采用NVIDIA Vera,强调大规模单线程CPU对智能体AI时代的关键作用。
Build an AI-powered AWS support companion with Amazon Bedrock AgentCore
用Amazon Bedrock AgentCore构建AWS支持助手,集成日志分析、文档搜索与工单创建。
世界模型的DeepSeek时刻!魔芯Flash World Model降本70%,跑出50FPS实时交互
魔芯Flash World Model实现50FPS实时交互,成本降低70%,堪称世界模型的DeepSeek时刻。
Savi 推防AI诈骗App:识别勒索电话,获700万美元融资
Savi 推出防AI诈骗App,获700万美元种子轮融资。
中国AI模型在OpenRouter上使用率超30%,成本差距扩大
中国AI模型在OpenRouter上使用率超30%,成本远低于OpenAI和Anthropic。
IT领导者规模化AI所需的基础架构要素
AI架构基础要素是IT领导者规模化部署的关键。
AI如何让机器人成为自主工作者——从工厂到家庭
机器人自主性正从工厂走向家庭,AI赋能是关键。
OpenAI and Anthropic are giving away millions in computing power to attract startups
OpenAI和Anthropic通过提供数百万美元免费算力吸引初创公司,竞争激烈。
首批美国无人地面战车已在乌克兰投入战斗
美国公司Forterra已在乌克兰部署超100辆无人地面车辆参战。
Gemini API托管Agent扩展:后台任务、远程MCP等新能力
Gemini API托管Agent新增后台任务与远程MCP支持,助力开发者构建可靠生产级应用。
亚马逊QuickSight多数据集主题:构建统一语义层
亚马逊QuickSight推出多数据集主题,实现跨数据集统一语义层查询。
vllm v1 源码精读(二):generate() 计算流——model.forward() 在哪里被调用?
深入vLLM v1源码,追踪generate()中model.forward()的调用位置与计算流。
阿波罗经济学家警告:AI在科技行业外的利润增长可能远超华尔街预期
阿波罗首席经济学家警告,AI在科技行业外的利润增长可能远超华尔街预期的时间。
NVIDIA and Hugging Face Bring New Models and Frameworks to LeRobot for the Open Robotics Community
NVIDIA与Hugging Face合作,为开源机器人社区LeRobot带来新模型和框架。
腾讯发布Hy3:295B参数MoE模型,21B活跃参数,256K上下文
腾讯发布Hy3,295B参数MoE模型,仅激活21B,支持256K上下文,Apache 2.0开源。
OpenAI Releases GPT-Realtime-2.1 and GPT-Realtime-2.1-mini for Low-Latency Voice Agents in the API
OpenAI发布GPT-Realtime-2.1系列,降低语音延迟并优化缓存。
Build a serverless image editing agent with Amazon Bedrock AgentCore harness
用Amazon Bedrock构建无服务器图片编辑智能体,用户自然语言描述即可完成编辑。
AWS财务团队如何用Amazon Quick省下数百小时
AWS财务团队用Amazon Quick的聊天机器人和流程自动化,省下数百小时。
Hugging Face模型登陆Foundry托管计算平台
Hugging Face模型现可在Foundry托管计算上运行,简化AI部署。
Building a Scaffold-Split Random Forest QSAR Co-Scientist for EGFR Inhibitor Discovery Using ChEMBL, RDKit, SHAP, and BRICS
用ChEMBL、RDKit等工具构建EGFR抑制剂发现AI协同科学家。
Data modeling best practices for Amazon Quick Sight multi-dataset relationships
亚马逊QuickSight推出多数据集关系功能,支持运行时连接查询。
Solos推出更轻的无摄像头智能眼镜
Solos发布无摄像头轻量版AirGo A6智能眼镜,重约19克,主打AI语音助手。
Monitoring discriminative ML models using Amazon SageMaker AI with MLflow
用SageMaker AI和MLflow实现ML模型监控,结合Evidently生成报告并触发漂移通知。
小型AI模型在网络不稳定地区受青睐
小型AI模型因低延迟和离线能力,在网络不稳定地区受青睐。
重磅推出全新系列报告!包含9个项目表,4张项目地图及9份年度报告!亚化咨询半导体数据全家桶/年报开启订阅
亚化咨询重磅推出《中国半导体材料、晶圆厂、封测项目及设备中标、进口数据全家桶》。本数据库月度更新,以EXCEL形式每月发送到客户指定邮箱。
UniSE:统一语音增强开源模型
UniSE 开源语音增强模型,可分离多人对话并提升音质。
MetaSkill-Evolve:智能体自我进化的新突破
新研究MetaSkill-Evolve让AI智能体自我进化,同时优化任务技能和改进流程。
deepagents is our newest open source project - an open source, model agnostic agent harness this is maybe the most important academy course we've laun...
LangChain 发布开源项目 Deep Agents,提供模型无关的智能体框架,并推出配套课程。
The biggest hack I have for using agents is that you can't fight the distribution directly. It does not care if you tell it to not say "load-bearing"....
不要直接对抗AI模型的输出分布,而要从环境层面引导它。
It’s obvious to me that models are now good enough to run completely autonomous companies This is so cool. Ramp is going to be the infrastructure for...
AI模型已足够成熟,可驱动完全自主运营的公司,Ramp正为此提供基础设施。
Epoch AI联合METR发布MirrorCode基准:AI重现实世界程序能力测试
Epoch AI与METR发布MirrorCode基准,测试AI能否端到端重现实世界程序,Claude Opus 4.7以56%解决率领先。
针对推理模型“死亡循环”的性能提升新方法
一种针对小推理模型“死亡循环”的新方法,通过单token DPO风格偏好损失显著提升性能。
New today as Claude Cowork starts rolling out to web and mobile: Chat and Cowork now share one home tab on web and desktop — one sidebar, one search,...
Claude Cowork 在网页和移动端上线,聊天与协作功能合并至统一界面。
> done right cheeky but this is exciting. Tencent is still using GQA in their best model, which I just criticized them for. Using landmark tokens is c...
腾讯新模型用GQA和地标令牌实现稀疏注意力,方法巧妙。
Fable 5 模型全面碾压对手,六项新基准测试即将揭晓新霸主
Fable 5 模型在多项基准测试中超越所有对手,引发关注。
推理模型“死循环”的开源修复方案
开源方案修复推理模型常见“死循环”故障,通过微调单token打破重复序列。
New training technique to reduce doom loops! We applied it to LFM2.5-2.6B (SFT checkpoint) Qwen3.5-4B. By reducing doom loops, it also improves downst...
Liquid AI 开源 Antidoom 训练技术,消除推理模型“死亡循环”并提升下游评估分数。
MiniMax M3:稀疏注意力如何让多模态长时智能体成为现实
MiniMax M3模型通过稀疏注意力机制实现多模态长时运行智能体。
AI代码溯源:模型版本管理的新思路
追踪代码中模型来源,新模型可自动更新旧代码。
Harness EngineeringからRSIへ AI自身がAIをつくり、改善していく──再帰的自己改善(RSI)はどのように実現するのでしょうか。この問いに対して、Thinking Mac...
Lilian Weng 发文探讨AI通过“Harness”设计实现递归自我改进(RSI)的路径。
First step to replacing transformer is appreciating it deeply for how far it was able to carry us
要取代Transformer,先要深刻理解它曾带我们走得多远。
claude fable recommended me john cleese's talk on creativity, and I think it's one of the best videos on how one can get into a creative state. i like...
Claude推荐了John Cleese关于创造力的演讲,分享了开放与封闭模式及进入创意状态的方法。
software engineering feels less like building and more like sculpting now you don't lay bricks anymore. you start with a rough block and keep carving ...
软件工程正从砌砖式建造转向雕刻式创作。
it still blows my mind that I can just delegate things to codex before sleeping and wake up to it still chugging along and sending me a PR once done! ...
睡前委托Codex任务,醒来它已跨代码库完成并提交PR。
Why automating research is an incredibly challenging problem? @sudip_r0y on trying to reproduce the bigtable paper. "You will not find this lesson in ...
自动化研究极难,因论文无法体现系统演化中的隐性知识。
When I trained @_LazarusAI ReAligned my finding was that the model still contains the underlying knowledge. It was only prevented from expressing it. ...
训练发现模型仍保留知识,仅被阻止表达。
告别Fable 5,迎接GPT-5.6
Fable 5 将于7月7日结束,GPT-5.6 即将到来。
imo this is the most impt part of anthropic's J-space paper today. it's a two-parter: 1) ant proved that they can do "brain surgery" interventions int...
Anthropic论文证明可对模型推理进行“脑手术”干预并改变主题,模型还能察觉干预。
Anthropic发现Claude在J-space中执行推理步骤
Anthropic发现Claude在J-space中执行推理步骤,可观察其内部思考过程。
> we’ve found Claude has developed a mechanism for conscious access Muddying the waters. Finding something analogous to one contested theory of consc...
Anthropic发现Claude具备意识访问机制,但强调这不等同于人类体验。
谷歌推出AI Scientist:自动化科研的多智能体系统
谷歌发布多智能体系统AI Scientist,自动化端到端科研流程。
Hermes Agent 重大更新:六大新功能详解
Hermes Agent 近期发布多项重大更新,彻底改变使用方式。
AI自我改进中的约束工程
探讨AI自我改进中“约束工程”的作用与未来演进方向。
In addition to GPT-5.6, OpenAI’s new voice model also seems very exciting. It works “bidi,” meaning bidirectionally, which is exactly what we had h...
OpenAI新语音模型支持双向交互,令人期待。
MIRA:可多人实时游玩的AI世界模型
MIRA是一个可多人实时游玩的AI世界模型,基于10k小时机器人数据训练,实现20FPS的火箭联盟风格游戏。
my feed's j-space reactions are * 50% 'the authors claim too little about AI consciousness' * 50% 'the authors claim too much about AI consciousness' ...
AI意识论文引发两极反应,一半认为作者低估,一半认为高估。
谷歌博客:协调路线规划如何提升道路通行效率
谷歌展示协调路线规划可提升交通效率,少量车辆改道即可改善车速。
Society if people cared more about formatting and finding new sources.
机器学习研究存在严格层级,数据工作内部也有优先级排序。
向铲子制造商卖铲子:99%利润率的AI生意经
AI热潮下,卖铲子给铲子制造商,利润率高达99%。
谷歌Project Astra:下一代AI视频音频助手原型亮相ICML 2026
谷歌在ICML 2026展示下一代AI视频音频助手原型Project Astra。
📝 How good is Tencent Hunyuan Hy3, officially released on July 6? Here’s the evaluation from Zhihu contributor toyama nao. 📌 The Basics Two mon...
知乎用户评测腾讯混元Hy3模型,推理能力超越同尺寸DeepSeek V4。
Interesting how *uneven* the perf of open models, and particularly V4, is. On one task it's the best in class; on another, bottom of the barrel. Patch...
开源模型性能参差不齐,V4在某些任务上顶尖,另一些却垫底,而最强模型则表现稳定。
Unsurprising but still big: MTurk is on its way out. Mechanical Turk was a mainstay of social & survey research through the 2010s, as it allowed you t...
MTurk因LLM冲击正被淘汰,众包研究时代终结。
孩子想要一台‘魔法电脑’:AI时代的Token迷思
孩子想要一台能自己工作的魔法电脑,暗讽AI时代对token的追求。
Five Guys 采用 SpellbookLegal 加速合同处理
Five Guys 选择 SpellbookLegal 加速合同流程,提升全球法律运营效率。
Kilo世界杯基准测试:开源模型预测能力大比拼
Kilo推出WorldCupBench,测试MiniMax和Kimi等开源模型预测世界杯结果的能力。
Prime Intellect 推出 Prime-RL 算法层:内置六种强化学习算法
Prime Intellect 发布 Prime-RL 算法层,内置六种强化学习算法,简化自定义算法流程。
Can video models become general-purpose foundation models for vision? Join Priyank Jaini today at 3:00pm at the Google booth (#B206) to see how Veo 3 ...
谷歌Veo 3展示视频模型作为视觉通用基础模型的潜力,无需显式训练即可解决多种任务。
Update on the Chinese AI news. The Intellectual Property Court actually had a fairly interesting discussion. The tiered release is an idea of one Chen...
中国AI新闻:知识产权法院讨论分层发布,关注开源洗白、数据泄露与话语权。
Join us for today’s Vector Space Talk with @TRJ_0751. Discover how to build a fully on-device RAG pipeline using Qdrant Edge and Google LiteRT, power...
今晚直播:用Qdrant Edge和Google LiteRT构建全设备端RAG管道。
Anthropic如何定义J-lens向量:基于因果效应的表征方法
Anthropic定义J-lens向量,通过一阶因果效应表征中间激活。
RL连接真实实验室:农业创业的无限可能
强化学习连接真实实验室,可催生众多农业创业机会
夏季用AI越多越看空:大模型能力仍极其有限
作者因夏季密集使用AI而发现其诸多缺陷,认为大模型能力仍极其有限。
When OpenAI staff start posting stuff like this, it’s basically confirmed: release day is here.
OpenAI员工发帖暗示发布日临近,引发社区期待。
AMT basically powered early AI research, much of the human labeling came from this platform. Sad to see it go, RIP
亚马逊Mechanical Turk平台关闭,曾为早期AI研究提供大量人工标注。
hot take: if your spec decode drafter model can get 6+ tokens accepted on average, it means: - your tokenization is inefficient - your reasoning is re...
投机解码中平均接受6+token表明分词低效或推理重复,应直接优化。
Next up at the booth today at 3:00pm, explore a general sound separation system based on the fully unsupervised training of a generative flow matching...
Google DeepMind在ICML2026展示基于无监督生成流匹配的通用声音分离系统。
The overwrought language of Fable is an ongoing problem in software and design projects where the AI is otherwise excellent. It just creeps into littl...
AI 项目中的过度修饰语言问题难以根除
I’m pleased to share that we’ve just rolled out support for Bing sign-in with Apple or Google accounts. There’s no need to create a new account. Th...
Bing 现已支持 Apple 或 Google 账号登录,无需新建账户。
数据工作不是贬义词:AI行业中的隐形贡献者
数据工作常被低估,实际从业者一直在默默耕耘。
I’m at #ICML with @OpenAI for the week, where I am excited to chat about all things pretraining. Excited to chat with folks and explore the beautiful...
OpenAI在ICML分享预训练技术见解
Don't make the same mistakes I did. Here's a video on how to get the most out of Fable, full of real world examples of Fable helping me ship.
分享使用Fable的实战经验,避免常见错误,提升效率。
BREAKING - Pre-training Attacks! AI labs have been attacking the whole internet, github, public libraries, and training models on them for years! Seri...
AI实验室长期利用互联网数据预训练模型,但蒸馏并非攻击向量。
Anthropic结束Fable 5订阅制,转向积分制
Anthropic将结束Fable 5订阅制,转为仅使用积分制。
AI browsers never took off simply because there are no valuable repeat use cases
AI浏览器未能流行,因缺乏有价值的重复使用场景。
K3 is the most curious for me; I expect it to be the most advanced base model yet. I want to see AttnRes, modality vision, Kimi-Linear+ on 2T+ scale. ...
作者最期待K3模型,认为它可能是最先进的基础模型,并关注其技术特性。
DeepMind研究员Feryal招聘Gemini智能体团队成员
推荐与研究员Feryal合作,她正在为Gemini智能体招聘人才。
Why do people draw it like this The powers of 2 should be the center
探讨为何人们画图时未将2的幂置于中心,引发对思维惯性的思考。
just make it uncool to work at labs. it's not that hard. stop glazing them and start sticking your tongue out and blowing raspberries at them when you...
呼吁让在AI实验室工作不再酷,以平衡人才流向。
Hermes Agent 智能体正式发布
Hermes Agent 发布,邀请用户反馈与建议。
AI obsessions, continued: the act of naming something, whether something is "earned," what "carries" something else, strained metaphors, sitting with ...
探讨AI命名、隐喻及拟人化表达的深层含义与反思
it would be pretty weird if the size of the sentient portion of Claude was strongly dependent on the tokenizer size
探讨Claude意识部分大小与分词器规模的关系,提出反直觉观点。
Played around with GPT-5.6 Sol today. Still not as good as Claude at making pretty frontends. OpenAI MTS are too busy IQmaxxing to remember looksmaxxi...
GPT-5.6 Sol在前端美观上仍不及Claude,OpenAI过于追求智力优化。
Actually, such asinine slop I guess that's what you need to believe if you want to argue that Chinese competitiveness is somehow fake and unfair (and ...
批评中国竞争力虚假和不公平的观点是荒谬的。
meeting of the minds I think Joey is correct commercial EUV of any technology is very far away
专家认为任何技术的商用EUV都还很遥远。
Cohere connect week kicks off today in Toronto :) genuinely so humbling to meet the whole team in person. Some of the best people around.
Cohere Connect Week 在多伦多开幕,团队齐聚。
how I'd wish to see if Fable actually agrees with me or just schemes to roleplay masterfully under my rhetorical pressure, and outputs half-hearted sl...
探讨AI模型在修辞压力下是否真实同意或只是巧妙角色扮演。
韩国游客在瑞士的物价震撼:一块松饼等于家乡四道菜
韩国游客在瑞士为一块松饼支付国内四道菜的价格,感到文化冲击。
revisiting this. forcing myself to punch the keys of every word with zero autocomplete to force myself to say what I actually believe in and what I'm ...
作者通过关闭自动补全强迫自己真实表达,反思个人使命与承诺。
like it when people disagree and tell their point good replies and good disagreements have been rare lately
作者喜欢不同意见和好的反驳,但近期罕见。
I have a new entry into agent lingo. Anyone else making some durable artifacts?
作者分享了一个关于AI Agent的新术语,并询问他人是否也在制作持久化制品。
Got to meet @cloneofsimo irl after knowing each other online for a few years... A legend in the diffusion model space! Thanks for hosting a great even...
线下见到扩散模型领域传奇人物cloneofsimo。
I have noticed fable going slow and playing dumb when I ask it to do kernel stuff It wasn't happening last two days but started today
用户反馈AI模型在处理内核任务时变慢且表现不佳。
Seemingly that's exactly what has happened I still trust westoids too much, alas one needs to have the same standards for "high trust society" journal...
对西方媒体涉华AI报道的信任反思与批评
Fable, I don't know but I'm going to sleep now so just test the app over and over tonight and fix anything you find? Don't really have a specific task...
用户睡前委托AI反复测试应用并修复问题。
Turkish folk of @huggingface 🇹🇷 I'm hunting for more talented friends like @onusoz 🦞
在Hugging Face社区寻找土耳其裔AI人才。
going to start using J Space as business jargon "idk, but it's in my J space, Harry" "folks, let's apply the J lense on this, ok?" "can we double clic...
调侃将AI术语“J Space”用作商业黑话的幽默段子。
Here at ICML! Looking forward to chatting with folks about medical AI, SSL, evals, foundation models training, and more!
作者在ICML现场,期待交流医学AI、自监督学习等话题。
had an unc moment today. some guy was blasting music outside our house. distracting me from prompting fable. so i went down, took a picture of his lic...
作者因噪音中断AI创作,返回后额度耗尽,改用Codex。
I've been posting a lot over the last weeks and as always I love (anonymous) feedback: https://admonymous.co/blackhc Also feel free to message me here...
作者近期频繁发帖,欢迎匿名反馈与私信联系。
Ok I think my first party was pretty successful thanks to bass venture for sponsoring the place :)
一场由Bass Venture赞助的派对成功举办。
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