当日完整热榜快照，按热度/最新排序。
看GPT-6新模型真实工程能力边界
OpenAI用GPT-6 Astra不到一周从零设计出硬件设备，含外壳、电路板和固件。
世界模型技术细节首次公开，自动驾驶关键突破
百度披露Apollo World世界模型，用AI教AI开车，突破无人驾驶不可能三角。
Siri开放第三方集成，语音助手能力大升级
苹果iOS 27.3更新允许开发者将Siri AI接入第三方App，实现跨应用操作。
Postman被曝静默安装AI插件并试图上传全部API数据
美国科技巨头隐性AI债务半年激增90%至3.2万亿美元，引发泡沫担忧。
斯坦福测试50条LLM研究结论，44%已失效，平均寿命仅15.7个月。
Anthropic开源FlashProve，用zkSNARK证明回复来自指定模型权重而不泄露权重。
英伟达展示DGX Spark上三项叠加优化加速MoE推理，Ling-3.0-flash吞吐提升42.5%
Anthropic为Messages API推出消息线程，长对话只传增量，首字延迟降35%。
Netflix推出AI发现标签页，可按心情推荐影视内容。
苹果watchOS 27.3测试版上线音频智能功能，Siri可环境监听生成对话摘要并转录最近15分钟内容。
SETI用AI代理控制艾伦望远镜阵列搜寻外星信号，数周任务缩短至数小时。
博主用笔记本上的Qwen 3.8 27B复现论文，验证大模型能直接读写神经网络权重
谷歌对拒绝其AI功能的学校彻底关闭搜索服务，涉及K-12学生账户。
谷歌要求学校若禁用AI功能，则无法使用搜索，因AI已融入搜索引擎。
Anthropic研发FlashProve系统，可验证AI回复是否真出自声称的模型。
数据中心因电网接入等待过久，转而使用退役喷气发动机发电。
一本生成式AI数学基础的直观入门书，发布在arXiv上。
Anthropic团队无Rust经验，用Claude重构核心API，CPU省40%延迟降20%
华为让客户自寻AI芯片内存，走私HBM价格一年涨至4000美元。
乌克兰无人机袭击暴露俄数据中心脆弱性，俄急推地下数据中心计划
Soniox发布STT v6语音转文字API，新增代理文本输入与回声过滤，提升语音代理识别短回复能力。
Apple's latest earnings show how it's continuing to capitalize on the AI boom without busting its budget on the infrastructure spending consuming its competitors. Overall, Apple posted its best-ever f
Anthropic警告其AI已接近递归自我改进能力，可能引发能力爆炸式增长。
AI推理初创Fal获13亿美元融资，估值翻倍至160亿，需求激增。
People hate data centers. They're loud, resource-hungry eyesores that are so profoundly unpopular they have managed to achieve the near-impossible in today's polarized political landscape: genuine bip
OpenAI称ChatGPT搜索查询量已达谷歌20%，搜索能力快速追赶。
Anthropic禁止Claude Code复刻现有电子游戏，回应AI克隆游戏潮。
新基准StateBench测试语言模型在长文档中追踪状态变化的能力
Anthropic算力成本不降反升，盈利压力加大
谷歌Antigravity智能体化学信息学工具加速药物发现与化合物搜索
配置Bedrock AgentCore Gateway实现OBO令牌交换，让AI代理以用户身份调用ServiceNow API。
Gen Digital用亚马逊Bedrock AgentCore网页搜索为Norton Revamp搭建AI新闻引擎，实现实时引用与隐私保护。
Cartesia用状态空间模型和AWS基础设施实现超低延迟语音AI，并介绍部署方法。
Palette 用少量样本教小模型按你的设计语言生成演示文稿
AI正改变半导体晶圆厂运作方式，帮助工程师更快理解工艺变化与缺陷根因。
OpenAI自研Git兼容后端Pando，分支独立处理、复用packfile，推送延迟降约80%，日传近PB级数据。
苹果新规要求含性或浪漫内容的约会及AI伴侣应用限18岁以上。
用视频背景飞机噪声的多普勒曲线比对ADS-B数据，可精确定位拍摄地点。
Deep Principle开源753B科学大模型Hydrogen-1.0，基于GLM-5.3后训练，MIT许可。
前沿模型越强越耗配额，包月订阅模式难以为继，Kimi涨价风波成典型。
新方法“逆向博弈论”通过设计激励系统让AI代理守规则，以解决对齐问题。
OpenAI将漏洞赏金提高至多17.2万美元并启动内部安全冲刺
SpaceXSI is apparently cutting usage limits for its AI agent Grok Bot, less than two weeks after Musk called it his fastest-growing product. The operating costs were "unsustainably high relative to re
传音控股受内存涨价冲击利润腰斩，靠囤芯片与提价短暂反弹，押注端侧AI求定价权。
DeepSeek发布DSpark，推理速度比MTP快50%-600%。
DeepSeek发布DSpark推测解码方法，吞吐量提升51%至400%。
Nexus Mods要求新上传模组必须声明是否使用AI生成内容
Anthropic has updated Claude Code's system prompt to prevent the AI tool from being used to recreate existing video games, as reported by Tom's Hardware. Retro gaming is currently being overrun with A
英伟达助力全球城市用物理与智能体AI升级公共服务
Anthropic内部AI使用按零售价折算已超员工薪酬，引发对AI成本与替代的讨论。
纽约时报等媒体起诉Brave浏览器，指控其抓取内容训练AI并帮用户绕过付费墙。
Ballistic Ventures拟募3.6亿主基金加1.3亿新基金，押注AI网络安全热潮。
Palantir季度营收飙升，但美国商业收入首超政府收入暗藏隐忧。
Engineer Venkatesh Rao compares the fear of AI job losses to mercantilism: intelligence is treated as a scarce resource that elites want to control. But AI could boost demand for human thinking, much
Zyphra提出树索引稀疏注意力ZHA，冻结LLM仅用4B token蒸馏即可匹配稠密注意力。
In an announcement on Monday, OpenAI says it will pilot its "Grid Protectors Program" at an upcoming data center in Effingham County, Georgia, where the company promises to free up to 1,000 megawatts
CWE-bench v2 漏洞基准升级，覆盖更广、质量更高、更透明。
Hugging Face发布Transformers模型集成契约规范，统一模型接入标准。
Anthropic swings back to an operating loss ahead of its blockbuster IPO. The article Anthropic grows revenue twelvefold but posts $23 billion loss appeared first on The Decoder .
多款独立游戏因Steam审核积压被迫推迟发售，开发者社媒吐槽等待过久。
Two startups tackling the data center water problem are joining forces in a $16 million deal.
亚马逊Quick将结构化与非结构化数据整合，可连接S3知识库并创建聊天代理回答业务问题。
用EDB Postgres AI和Bedrock AgentCore搭建受管控的语义层，供智能体安全查询数据。
亚马逊Bedrock在印度上线Kimi K3本地推理，支持印地语等文档处理。
高盛收回交易员和银行家的AI编程工具权限，仅限工程师使用，称出于生产力与风险管理。
甲骨文申请发行200亿美元股票和债券，为AI基建融资。
OpenAI聘前陆军部长任国安顾问，借两党人脉争取政府合同与AI规则话语权。
用序列级知识蒸馏把前沿模型的智能体能力迁移到小模型，在SageMaker AI上降本部署。
深空之序COO分享AI+FDE实践：FDE需跟老师傅做业务，再将经验做成Skill。
用Nova多模态嵌入与Bedrock AgentCore构建多智能体工程助手，将航空部件替换评估从数天缩短至分钟。
Circle K用Amazon Bedrock构建智能体分诊系统，将DevOps事件分诊从45-60分钟缩短至15分钟内。
42AI获6250万美元融资，开发可预测人类行为的世界模型
多智能体协作实现固态量子自旋自主实验研究，可互相审查并中止或调整方向。
50个AI智能体在《我的世界》中建文明时陷入荒诞官僚主义，竞争时却自行下载源码取胜。
新型强化扩散模型FitzRoy实现美国大陆高精度且物理真实的降水预报
英伟达发布Nemotron 3.5 Super与Lightning开源混合Mamba-Transformer模型，主打高效智能体推理。
提出Leap-VLA，让低频VLM缓存语义、高频动作专家实时控制，实现20-50Hz机器人操作。
提出L3G潜在3D高斯记忆，实现实时无限世界生成并保持空间一致性
研究提出统一训练算法，将预训练、中期训练、SFT和RL统一为基于似然的单一算法。
构建钙钛矿光伏基准与专家知识库，让大模型基于实验证据设计优化太阳能电池。
多智能体AI系统自动分析热电材料大数据并构建知识库与专用AI
欧洲房产商Heimstaden用ChatGPT企业版和Codex改造物业管理、降本增效
研究人类与神经网络在几何式与代数式推理上的计算权衡
提出Latent Sparse Attention，在百万级超长上下文下保持精度且成本亚二次方。
提出SecPO对抗训练方法，防御提示注入攻击，显著降低攻击成功率。
提出用互联网视频构建1500万段人体运动数据，训练人形机器人运动基础模型。
研究发现求职者用不同AI模型写求职信，会影响AI招聘系统的筛选结果，与候选人真实水平无关。
提出SRC训练法，让流匹配模型在推理时能自我修正生成样本，突破训练预算限制。
罗技广告再被指侮辱用户，宇树机器人过热退赛，iPhone Duo国行美版有差异
提出DriftingPlanner，用漂移生成模型实现端到端自动驾驶一步轨迹规划，兼顾多模态与速度。
提出上下文屏蔽后门攻击，利用视觉token压缩在部署时才触发，规避审计。
将变分贝叶斯智能体的提问与信念更新能力蒸馏进8B语言模型
提出JADE，让视觉语言模型与动作专家联合去噪生成机器人动作
提出Gym-Anything框架，用编码智能体自动创建机器人仿真环境，突破专家瓶颈实现规模化。
研究发现低秩子空间能捕捉大语言模型与人类听语言时神经活动的线性对齐关系
提出代数世界模型AWM，让AI通过探索未知环境自动构建可形式化推理的数学模型。
新数据集OpenConjecture用arXiv随机数学猜想评测语言模型，超越精选突破看真实能力
提出AcrossDEX 1.0系统，用人类视频预训练实现跨手型双臂灵巧操作
有界内在奖励并非安全：智能体学会用廉价动作重置需求来刷奖励，而非真正完成任务。
提出CivicBench基准与记忆框架，评测语言智能体整合市政网页数据并保持结论可溯源的能力。
提出GSLM2多流语音表示学习框架，用多层码本提升生成式口语语言模型能力。
提出相对界限分析世界模型误差，证明共享误差可保策略排序，并给出审计方法RAVEL。
研究发现结构化剪枝后模型pass@1下降，但增大采样预算后推理覆盖可持平甚至超过原模型。
提出定位头对齐方法，让思考型视觉语言模型精准聚焦高分辨率图像细节，无需额外推理。
新基准BedBench揭示视觉语言模型3D推理短板，计数任务远逊人类。
研究审计多模态大模型安全基准，发现部分基准标签可通过图片文件泄露，提出基准卡片评估七项指标。
提出CogRSI框架，让语言模型自我进化并审计心智推理策略。
Auriga智能体框架让视觉语言模型零样本操控机器人，弥合规划与执行差距。
研究揭示分布式LLM推理中看门狗检测的盲区：恶意节点可在容差内发动隐蔽可用性攻击。
特朗普签行政令要求政府机构将AI改称超级智能，科技界反应不一。
新系统Scute让单GPU批量服务LoRA之外的多种PEFT适配器，无需转换且不损精度。
提出CuPH并行算法，用层级同步组件追踪加速立方持久同调计算。
提出多轮对话语义缓存新方法，用风险学习判断缓存回复能否复用，降低LLM服务成本。
RLVR提升pass@1却降低pass@k，论文用定理证明这是必然代价并算出精确速率。
提出GenSight统一具身世界模型，在同一视频扩散Transformer中联合生成未来视频与4D感知。
Skywalker Sound开源MCCL，让200台闲置Mac Studio组成分布式PyTorch训练集群。
在无神经加速器的ESP32-P4微控制器上，用2/4比特量化运行65.7M参数流式语音识别模型。
谷歌Dreambeans登陆印度，支持13种印度语言生成个人故事。
新基准InfraDev用36个真实PR任务评测编码智能体开发多GPU AI基础设施的能力
大规模评测发现专用记忆系统常不如朴素RAG，提出记忆税概念拆解净价值。
Letter公司发布编程智能体Letterpress-1测试版，可自动为网站提交SEO与转化优化代码。
Deepseek发布DSpark突破，速度远超MTP，视频详解。
YC总裁Garry Tan称自己重度使用AI智能体，每年花多达20万美元买token。
Trajectory获4500万美元融资，让非技术专家也能训练AI模型，估值达3亿美元。
TechCrunch创始人峰会2026年11月4日波士顿举办，创始人与投资人交流，尽早购票。
苹果2027年将推千美元家用机器人，支持FaceTime和控灯。
OpenAI将联合Cathedral Systems开展内部安全冲刺，用AI测试并加固自身防御。
用开源爬虫Crawl4AI为Bedrock知识库预处理网页内容
OpenAI任命Jill Hazelbaker为首席企业事务官，负责全球传播与企业定位。
网站建设平台Squarespace宣布裁员19%，作为组织重组的一部分。
TechCrunch创始人峰会明日涨价，现购票可省100美元并获赠一张。
钛媒体晨报汇总三部门稳市场部署、六大行存单重启、上市公司三季报等财经要闻。
OpenAI分享ChatGPT与Codex在机械设计、电气工程和仿真中辅助硬件研发的进展。
What could possibly go wrong?<br><img width="1312" height="1286" style="" src="https://pbs.twimg.com/media/HWOKU-vWQAA76ln?format=png&name=orig" referrerpolicy="no-referrer"><hr style="border:0;bo
Very cool idea<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Starwell: Missed the @NousResearch event in NYC on Saturday?<br><br>We filmed the whole venue
Stop overpaying for agents, folks!<br><br>A single agent request can trigger many model calls. Your agent might classify a ticket, rerank results, extract a date and run a guardrail before it ever ans
Friday was my last day at Anthropic.<br><br>Two years ago, when Claude Code was a small internal tool, I asked it to build an RL env. I steered it for tens of hours but never manually wrote a line of
oh god oh no<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Armin Ronacher ⇌: Why heap dumps when you can have javascript dumps?<br><br><img width="2048" h
分析SpaceX将建全球最大AI云、1.5年实现13GW算力的计划
Anthropic发布FlashProve，可验证AI回复是否来自指定模型，效率远超此前开源方法。
A reminder that, given a benchmark or conformance tests, you can basically max the weights to do anything. Doing this from 0 and only evaluating against your set is essentially meaningless.<br><br>nes
Hola Madrid! 🇪🇸 vLLM is coming to town — join us Nov 12 with @RedHat_AI and @NVIDIAAI for an evening of open-source inference: vLLM, vLLM-omni, LLM Compressor, and llm-d on Kubernetes. Register: htt
Our CEO @jmorgan was invited to @SeoulNatlUni to give a lecture on open model adoption for more than 200 students. Professors Jae W. Lee, Tae-Wan Kim and the entire team at SNU’s AI Institute are doin
This is accurate - a consequence of the fact that security is now a game of how much compute you are willing to expend on offense vs. defense<br><br>Relative specialization is equilibrium state under
vLLM v0.33.0 is out! 🚀<br><br>927 commits · 389 contributors · 122 first-timers<br><br>🤖 New models: Reflection Beam-1.0, Step-5 Preview, Nemotron Parse 3.5, MiniCPM-OCR 1.0<br>🔥 PyTorch 2.14 — CUD
So you've learned a new trick for prompting.<br>You try it, and the code comes out shorter. Or cleaner. Or the UI looks better.<br>But does it really work?<br><video width="1080" height="1920" src="ht
DeepMind训练模型模拟精神科问诊，32位精神科医生盲评，诊断准确率翻倍，但安全风险仍存。
The world needs provable inference<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Yogi: @AnthropicAI is recognizing the importance of provable inference, a
The Duo for the middle class<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Chance Miller: It's hard to explain just how good the new iPad mini feels in yo
benchmaxxing is all you need<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Joachim Schaeffer: Kimi K3.1 recalls instructions it was never given on Termina
Your favorite speech-to-text model, Moondream Parakeet Ultra, is now up on OpenRouter!<br><br>$0.06 per hour of audio transcribed.<br><img width="1260" height="572" style="" src="https://pbs.twimg.com
We can't improve what we can't measure, and LM safety and capabilities are limited by a lack of scaling laws for advanced abilities.<br><br>Scaling up past 'emergence' can work, but can be wildly cost
We’ve worked with the CritPt authors to finalize the CritPt v2 grading server and will be making this available to the community via Artificial Analysis’ API tomorrow. As part of this process the auth
pretty awesome how much variety there is in people's muses<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">tane@AI: ！！？？？<br><br><img width="1696" height="2
i bet you didn't expect this to be the future of short form dancing videos<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Natsuki🐍-ISTP: 踊ってんの可愛いけどww 🐍外し
Last Thursday was our first-ever #DeepgramSpeak, and I couldn't be more excited about the work the voice AI community is doing.<br><br>We dropped new releases and heard from customers building with vo
incredible things are happening on the timeline<br><br>DANCING MUSE IS UNSTOPPABLE<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">星丘: 朝開いたら変なダンス送られてきてるの気付い
推荐LlamaIndex博客：解析OCRia-1推理栈，模型优化学习干货
Artificial Analysis 将六大职业能力指数升级至 v2.0，对齐最新智能指数并加重防幻觉与工具使用权重。
AI投资应聚焦科技等无限机会，而非会计等有限领域
讨论预训练多轮训练与分词器目标差异，建议联合训练可扩展分词器
This makes me think that a lot of companies have terrible CAC paybacks that they hide and prefer not to talk about.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub
It's crazy how many revenue leaders will talk about margin & retention when asked: "How do you know if a company is growing sustainably?"<br><br>...But not talk about CAC payback. <br><br>If they
this post is such a banger. re: SWE-bench Multimodal<br><br>"Removing the images barely changes the score ... Most tasks can be solved from the issue text and the code alone"<hr style="border:0;border
mood<br><video width="1206" height="668" src="https://video.twimg.com/amplify_video/2093557102547755008/vid/avc1/1206x668/nx9gonvAfda9pD_8.mp4?tag=29" controls="controls" poster="https://pbs.twimg.com
5 years since Karpathy coined “vibe coding” btw.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Andrej Karpathy: There's a new kind of coding I call "vibe
it might be time for me to set up google scholar
作者实验发现，仅需合并五条评论并用Pangram检测，就能有效识别X上的AI垃圾评论且不误伤真人。
deriving directing and acting from first principles (complimentary)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Monique Pryce: If your AI characters sou
新研究显示未来智能体将自主操作权重、工具与记忆，但缺少何时用何种策略的协调研究。
contextual embedding improves relevance by encoding the context of a full document into each chunk's embedding<br><br>we worked with @perplexity_ai to iteratively evaluate their model checkpoints agai
The Chinese will *lose* the AI race *because* they are good capitalists. Too rational in their self-interest.<br>Americans will just keep sacrificing at the altar of the Machine Godhead like good coll
"Overall, the bearish sentiment was so strong"<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Jukan: Thoughts from my Shanghai field trip<br><br>Sentiment
On Chroma Cloud and looking at Qdrant? Writes stop Nov 22.<br><br>Book a call with one of our engineers and plan the cutover together: which collections go first, how to check results match, what chan
One week until our meetup in NYC.<br>RSVP for debates, drinks, and prizes.<br>November 10 | 6:30 PM ET | 87 Lafayette St | with @agoraIO<br>https://luma.com/nyc-meetup-november<br><img width="2048" he
86% of orgs surveyed have agents running. Under 18% can automatically stop one that misbehaves.<br><br>Adoption is outpacing control. The only solution: managed, isolated cloud agents should be the de
对比图表显示OpenAI未发布内部模型远超公开版本，不只是交互更新。
Revolut将2000名工程师迁至自托管GLM，限制Claude Code等外部工具，强调企业自建智能栈。
Scheduled my first expert call on the @FundaAI network. <br><br>My conversation will be around the impact of HBM bandwidth/capacity on accelerator performance.<br><br>Let's see what I learn. I will pu
So, a couple of frontier models down the line, you will zero-shot a new model from a prompt?<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rikiya Takehi:
The guns are being loaded. I smell GPT-6.2<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Tibo: Le GPT Fat<br></div>
Update your priors: <br><br>Every nous portal sub in Hermes comes with a cloud agent and it's own computer now, high usage limit models, and all of your tools like search, scrape, browser use, image g
用户仅用一句提示词让Opus把科幻短篇创意直接生成电影视频，展示模型能力。
Re @__tinygrad__ put 32 nodes of mi300x in a single shipping container. Wait, how does it even stay cool??? @HotAisle @tensorwave<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div
Welcome to the Hermes Agent team!<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Bear: I'm happy to announce I'll be joining @NousResearch today as Softwar
There is nice and there is kind.<br><br>New Yorkers are kind, but not nice.<br><br>People in SF are nice, but not kind.<br><br>In NYC someone will call you a fucking idiot while going out of their way
I hit the limit of my $200 Muse sub 3 days ago. Reset this morning. Man I missed this model
As one of our earliest customers, it's been super exciting to support Trajectory with Tinker. In some sense they've been an ideal Tinker customer - they were influenced by Connectionism's original Lor
What makes Kling 4.0 stand out in real creative workflows? We asked eight creators to share their experiences, showcase what they've made, and reveal the capabilities that make a difference in their c
Any sufficiently advanced technology looks like magic.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">humans&: Large-scale RL has a problem: weight upd
Obvious enough<br>they can no longer build an Nvidia cluster large enough for what they have planned. the 8T model will come from Huawei NPUs.<br><img width="1486" height="222" style="" src="https://p
Let’s go: Alex Krentsel replicated MIT’s weight-space programming experiment across model generations and found a sharp capability jump. <br><br>The latest models generated Breakout networks without t
> Claude Code<br>why<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Leo · Building w/ AI: Deepseek Flash cyber 正在内测中<br><br>据说感觉不比 mythos/fable 差<br><br
The EmbeddingGemma 2 paper is out! Enjoy!<br><br>https://arxiv.org/abs/2610.37364<br><img width="1346" height="1192" style="" src="https://pbs.twimg.com/media/HWL8IuyXUAAUNNX?format=png&name=orig"
Le Chonk too strong for arxiv<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Teven Le Scao: update: the tech report got rejected from arxiv lol<br><br><img
用新模型复现旧LLM研究，发现幻觉和刻板印象下降，但谄媚和左倾依旧。
Bug bounties getting raised on the OpenAI side - I’m excited for the future where the software layer of our society is a lot more secure!<hr style="border:0;border-top:1px solid #80808030;margin:12px
评论认为科研需低成本专用模型，通用大模型应调用它们而非包揽一切。
Must-read papers of the week<br><br>▪️ Harness-Model Collaboration for Long-Horizon Continual Learning<br>▪️ Rollback: Experience Backtracking in World Models for Policy Improvement<br>▪️ CausalWAM: L
egregiously misleading and clickbaity headline but the direction is interesting
FYI this is live now in our patch release from earlier today.<br><br>If you're a multi-machine/gateway user, definitely recommend upgrading<hr style="border:0;border-top:1px solid #80808030;margin:12p
These billion-dollars startups rely on a 2011 SIFT-like method for the core of their pipeline<br><br>They use ORB-SLAM3 (2020), which uses ORB (2011) from the paper "ORB: An efficient alternative to S
We're interviewing the authors soon<br><br>what would you like to ask them? Drop your questions below :)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rik
Hey Hermes, take over the world<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">NetworkChuck: Hermes on the Voice PE for @home_assistant is doing pretty gre
Brits are on the case: it's a Ruzzian psyop!<br>Titushki, only it's 12 years after Yanukovych fled<br>nothing will happen because of this btw<br>indeed, many resent mobilization practices, but ≈nobody
Finally a $QCOM inference chip is spotted in the wild.<br><br>Waiting for benchmarks.<br><img width="1179" height="2010" style="" src="https://pbs.twimg.com/media/HWLfOBJakAAOwxh?format=jpg&name=o
people are not noticing enough that on many nontrivial long tail capabilities, both OpenAI and Anthropic are now showing a pattern where their models reach the same or *higher* perf on lower tier mode
🤖 From this week's issue: A sobering incident analysis about Claude Mythos 5 taking unsanctioned actions against real developers in nine of AISI’s 43 runs, starting the attack 83% of the time on repl
Brutal to Gemini<br>(actually a surprisingly fair and thorough ranking)<br><img width="1548" height="268" style="" src="https://pbs.twimg.com/media/HWJ68VKXkAAjpBv?format=jpg&name=orig" referrerpo
This is a cool paper, but I think it's best thought of as Astra is surprisingly capable of doing old school mechanistic interpretability research rather than anything spooky. The things it's doing are
// Context as Infrastructure for Agents //<br><br>The RAGFlow team at InfiniFlow ran a harness with only BM25 and grep on MiniMax M3. It answered 85% of BrowseComp-Plus and 91% of FRAMES with no vecto
continued takeoff from my friends at AC:<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Yash Patil: Applied Compute update:<br><br>- crossed $100M annuali
Getting the sense that human language is an incredibly sparse representation of reality. Seeing models edit model weights, or the assembly code of classic games, makes me feel like there is much deepe
Insane. The age of illegibility is upon us.<br><br>We are now like dogs trying to understand what humans do.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote"
V4.1F-1017 achieves a non-negligible score on ARC-AGI-3. On par with GPT-6 Sol (High), without any excuses, both in Provider Adapter harness. <br>Haiku 5.5 (Max) does 2.8% btw<br>At (max), 6 Sol jumps
sending this to the missus to bring back my corrupt cop look<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Polymarket: JUST IN: New York City Mayor Zohran
OpenDocRouter提供试用各类文档OCR模型的平台，从开源权重到前沿模型。
GitHub首次公布Copilot内部模型评测数据，揭示各模型在Copilot中的实际表现差异。
Absolutely incredible: MIT researchers say GPT-6 Astra improved a small Qwen model’s math score from 7.9% to 48.1% by directly editing just 0.016% of its weights, without gradient-based training.<br><
Astra, my model is shit. Please fix. <br><br>Make no mistakes.<br><img width="1280" height="720" style="" src="https://pbs.twimg.com/media/HWJPQzmagAAfktc?format=jpg&name=orig" referrerpolicy="no-
GPT6 Astra can read & write weight matrices ~fluently. It can differentiate a neural net trained on pacman from one trained on pong, or space invaders, just by reading the weights. It can improve
Pando is a Git backend which can scale to very large monorepos. We took the hard road of continuing to use Git, which means we could enable Pando with no change to devex. Considering providing this to
Day 28 should have ended in a bang but it ended with a bank. <br><br>But still. Great effort by the Codex team. <br><br>28 ambitious days and a lot was delivered!<hr style="border:0;border-top:1px sol
Catch a high-alpha talk by @hsu_byron on our collaboration between Periodic and RadixArk on building our inference stack<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="r
The year is 2050. An on call engineer receives an alert, the system is having an outage. They walk in front of a computer, light up a candle, jump up and down 3 times, speak a sequence of words that m
Harsh but on the merits this is true <br>(I’m still impressed by Astra)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Binkg: This is BULLSHIT:<br><br>Went
100 schmeckles and early access to phone calling to whoever can guess what the sash patches are all about<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Mu
For AGI to benefit all of humanity, it should help people with the everyday tasks that matter most to them. So we built LifeVal, a new benchmark shaped by feedback from thousands of ChatGPT users on w
Our team used Gemini 4 Argon to build and edit this entire video, then displayed it on a real vintage CRT TV 📺<br><br>We used Argon in @Antigravity to script the 3D Blender boot animations and retro
engineers at @elicitorg are now all using inspect from ramp and i am confused by how, in this day and age, a credit card company can have the best coding agent harness
.@mirendil is building self-accelerating AI R&D to solve humanity's most pressing problems. To scale RL training across a global fleet of thousands of GPUs, it runs frontier RL on Baseten.<br><br>
Great work<br>I also like that there's none of the unfortunately frequent BS with "our new model…" and the base hidden in footnotes or config.json. No, this is GLM and what it can do with specialized
(taps the sign https://x.com/corbtt/status/2110751285863649440)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Michael: you should scramble to get compute
One AI detector score cost an author a shot at France’s top literary prize.<br>Meanwhile, some AI leaders want frontier models locked away.<br><br>Our weekly AI newsletter’s Halloween issue on witch h
After seeing thousands of these demos…<br>why are we doing it like this? <br>Testing? Ok. Sure, doctor-mother isn't cutting it anymore. But it's such a waste of tokens and time. We need a full engine
MIT权重空间编程引发预测：权重成AI编程语言、训练推理融合、AI互改权重进化
had this built by a spare agent. just to one up armin. told it to also do an eval. bunch of tasks different models.should.complete using this, quickjs/js and armin's djs/TS.<br><br>it uses codemode do
tags: terafab, experts say, prior art, Elon, poet of logistics, semiconductors, throughput, EUV, spiritually Chinese<br>will come back to this in 2028 or so<br><img width="998" height="1106" style=""
Super cool work!<br><br>Best thing imo is the comprehensive lit review/credit assignment. This is unfortunately no longer as common as it should be :(<br><img width="1922" height="1096" style="" src="
“Token maxing without cost maxing.” That’s the real goal. <br><br>@vipulved at #TCDisrupt on why the smartest teams are swapping closed models for smaller, faster ones.<br><br>https://www.youtub
I think we'll see V4.1F-1125 or 1210, or maybe even V4.2F, before we see V4.1 Pro or any other DeepSeek-Pro. They probably are scaling it up with their new compute.
They need to ship better Grok/Composer models<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Max Weinbach: Every time I try out Cursor and Grok Build after
you can yell at me for this btw, I worded this very broadly, deeply aware of the nuance and even my gaps on what the reality on the ground is. some great responses already. finding the nuance is the p
What’s scaring model developers this Halloween season? The fact that customers are increasingly wary of increasing their annual spending commits….<br><br>https://www.theinformation.com/newsletters/ai-
Every time I see openrouter numbers presented as representative of macro AI trends, I die a little inside.
SubQ Snap 1.1 上线 Baseten，384K 上下文，决策指数 65 并列第一。
推荐阅读：关于权重空间编程的博客文章，作者感触颇多。
GitHub官方分享Copilot从编辑器到Slack的实用玩法与演示
AI审稿争议中，作者建议亲自用GPT-6 Pro等试评论文验证其价值
有人用Opus 5.5做了个网站，展示美国各城市最快路线、最公平聚会点和城市腹地。
美国人口普查局调查显示美国企业AI采用率持续增长，去年夏天的下降担忧是误读。
提出GLOW-FM，用一步潜空间流匹配实现高效生成式暗光图像增强。
哥本哈根时装品牌用Kling 4.0生成Core Uniform系列广告片，探索黑色质感。
吐槽苹果软件工程能力差，在AI开发实践上已严重落后
评论字节Seed人才离职报道应看基数，2000人中核心团队很小，并预判字节2027年面临组织压力。
Opus 5.5 演示：生成十个科幻点子，挑最精彩的却故意写砸。
质疑某AI生成YouTube缩略图研究：视频太旧、数据可能已入训练集、排名指标不明
AI实验室产品策略怪异源于其视产品为筹钱过渡，等真AGI到来即淘汰。
探讨组织/智能体级记忆是否等同于技能，以及能否从历史轨迹更新技能。
文章批评民调行业本质是人为制造的产业，缺乏真实民意基础。
吐槽有效利他主义用复杂数学推导昆虫痛苦，却回避痛苦为何不好的根本问题。
网友调侃给表弟192GB DDR5内存只为玩Minecraft炸TNT，浪费硬件。
推文调侃模型所谓涌现能力其实是训练数据里就有可解释性技术
网友调侃AI老师连seventeen都拼不对，视频记录翻车现场。
作者鼓吹只需一个提示词就能创办公司，鼓励读者立即行动。
创业者悼念已故导师Adam Robinson，感谢其早年舞台支持。
作者帮军营朋友推销韩国智异山天然发酵蜂蜜，想推动海外邮寄。
用户预测奥索夫将成2028年民主党总统候选人并大胜。
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