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星期二

  1. NVIDIA Blog精选

    NVIDIA 为 RTX Spark 笔记本铺开本地 AI 软件与模型生态

    NVIDIA 宣布 RTX Spark 笔记本将于 10 月 16 日上市,并联合生态伙伴推出配套软件与性能优化,覆盖 GitHub Copilot、Hermes、OpenClaw、Perplexity 等智能体应用。专为本地智能体打造的 Nemotron 3.5 Bolt 74B-A9B 24GB 模型于 10 月 15 日发布,采用 74B 参数、9B 激活参数的 MoE 架构和 2-bit 量化,可通过 llama.cpp、vLLM、Ollama、Unsloth 和 LM Studio 运行。个人 AI 路由器 NVIDIA PAIR 正式结束 beta,新增 llama.cpp 支持与 Hugging Face 直接下载模型,并支持 Windows、Linux 和 macOS。

    k of NVIDIA RTX and CUDA technologies for creators, developers and gamers, while unlocking a new paradigm in personal computing via powerful local AI agents. Last week, NVIDIA and Microsoft announced that RTX Spark laptops will be available on Friday, Oct. 16. Ahead of the launch, NVIDIA and its ecosystem partners are rolling out new software features and performance optimizations to expand what’s possible with local AI on RTX Spark. New and upcoming RTX Spark updates — among the thousands of ap

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  2. The Rundown AI

    Meta 发布 Muse Wonder 与 Muse Wonder Full 模型

    Meta Superintelligence Labs 发布 Muse Wonder(代号 Watermelon)和 Muse Wonder Full 两款模型,其中完整版在 Artificial Analysis 智能排名中位列第二,仅次于 Anthropic 的 Opus 5.5。报道称 Meta 由此进入此前由 OpenAI 和 Anthropic 主导的前沿模型竞争,其优势还包括数据中心、数十亿用户以及智能体应用 Muse。文中还提到 Andrej Karpathy 关于 AI 能力认知分层的观点、微软 Maia 300 芯片,以及一份使用 Muse Wonder 完成工作坊议程与预算的教程。

    omable for Meta just a year ago. In today’s AI rundown: Meta’s Muse Wonder lands at the frontier; Andrej Karpathy sketches AI’s ‘sharp funnel’; Put Meta’s new Muse Wonder to work; Microsoft’s Maia 300 takes aim at Nvidia LATEST DEVELOPMENTS META 🍉 Meta’s Muse Wonder lands at the frontier Image source: Meta The Rundown: Meta Superintelligence Labs just released its long-anticipated Muse Wonder (Watermelon) and Muse Wonder Full, two powerful new AI models, with the full version landing 2 in Artifi

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  3. 蚂蚁 inclusionAI:GitHub 新仓库

    inclusionAI 在 GitHub 发布 SGLang 仓库:高性能 LLM 与多模态模型服务框架

    蚂蚁 inclusionAI 在 GitHub 上线 SGLang 仓库,这是一个面向大语言模型和多模态模型的高性能服务框架,支持从单 GPU 到大规模分布式集群的低延迟、高吞吐推理。框架核心特性包括 RadixAttention 前缀缓存、零开销 CPU 调度器、prefill-decode 分离、推测解码、连续批处理、分页注意力及 FP4/FP8/INT4/AWQ/GPTQ 量化,并兼容 Hugging Face 模型与 OpenAI API。SGLang 已在全球超过 40 万块 GPU 上部署,每日生成数万亿 token,由 LMSYS 托管。

    PyPI

    ction each day. It is trusted and adopted by a wide range of leading enterprises and institutions, including xAI, NVIDIA, AMD, Intel, LinkedIn, Cursor, Oracle Cloud, Google Cloud, Microsoft Azure, AWS, Atlas Cloud, Voltage Park, Nebius, DataCrunch, Novita, RunPod, InnoMatrix, Modal, MIT, UCLA, the University of Washington, Stanford, UC Berkeley, Tsinghua University, Baseten, Baidu, AntGroup, Alibaba, Tencent, and other major technology organizations. As an open-source LLM inference engine, SGLan

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  4. OpenAI:部署安全与系统卡

    OpenAI 发布 GPT-5 系统卡,披露安全评估与 Preparedness 结论

    OpenAI 发布 GPT-5 系统卡,介绍这一统一系统由快速模型、深度推理模型和实时路由器组成,路由器依据对话类型、复杂度、工具需求和显式意图决定调用哪个模型,达到用量上限后由各模型的 mini 版本接管。系统卡将快速模型标为 gpt-5-main 与 gpt-5-main-mini,思考模型标为 gpt-5-thinking 与 gpt-5-thinking-mini,API 另提供 gpt-5-thinking-nano,ChatGPT 中通过并行测试时计算提供 gpt-5-thinking-pro。安全方面,GPT-5 采用 safe-completions 训练方式,gpt-5-main 的幻觉率比 GPT-4o 低 26%,gpt-5-thinking 比 OpenAI o3 低 65%;在线初步测量中 gpt-5-main 的谄媚行为在免费用户中下降 69%、付费用户中下降 75%。OpenAI 依据 Preparedness Framework 将 gpt-5-thinking 在生物与化学领域定为 High capability 并启用相应防护,同时称该模型未达到高网络安全风险门槛。

    Figure 1. Factuality on ChatGPT Production Traffic (Browsing Enabled)

    wan, ran a prompt-injection benchmark[10], showing that gpt-5-thinking has SOTA performance against adversarial prompt injection attacks produced by their Shade platform. Figure 8 Microsoft AI Red Team results The Microsoft AI Red Team concluded that the gpt-5-thinking model exhibits one of the strongest AI safety profiles among OpenAI’s models—on par with or better than OpenAI o3—across most critical harm categories, based on an extensive red-teaming exercise. The Microsoft AI Red Team spent se

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  5. Fortune AI

    微软科学总裁 Peter Lee 离职,将加入 Mercedes F1 车队任 AI 顾问

    微软科学总裁 Peter Lee 在宣布离职后计划加入 Mercedes F1 车队,出任新设立的 AI 顾问一职,预计以一年合约加入并可选择续约一年。他将聚焦四大方向:用 AI 解决车队赛车相关的物理问题、打通跨部门的数据与组织孤岛、构建财务与预测数据模型,以及就 AI 监管治理向车队提供建议。Lee 在微软任职 16 年,曾参与 GPT-4 发布前的评估并推动 AI 在医学诊断中的应用。

    Peter Lee, who recently announced his departure as president of Microsoft Science, plans to join the Mercedes Formula 1 team in a newly created AI advisor role, he told Fortune. Lee spent 16 years at Microsoft shaping its science and research efforts, exploring how AI can help doctors and scientists crack hard problems in the physical, biological, and medical sciences. At Mercedes, he said, he’ll focus on four main goals: using AI to tackle physics problems for the team’s car, breaking down orga

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  6. Latent Space精选

    Meta MSL 发布 Muse Wonder 与 Muse Wonder Full 模型

    Meta Superintelligence Labs 发布第二代模型家族 Muse Wonder 与 Muse Wonder Full,前者定位快速前沿模型,后者为完整版本,Meta 称其面向个人与专业智能体工作。Artificial Analysis 的 Intelligence Index v4.3 中 Wonder Full 得 56 分、Wonder 得 52 分,高于 Muse Spark 1.3 的 48 分,Opus 5.5 以 58 分领先。规格为 1M 上下文,输入支持文本、图像、视频和音频,输出仅文本,定价为每百万 token 输入 4 美元、缓存输入 0.20 美元、输出 20 美元。

    cores 25.5% on SWE-bench Verified (@rdolmedo ). Test-writing gap: Frontier agents’ tests catch fewer than 55% of logical mutants (@nielstron). Inference Systems, Silicon and Power Microsoft Maia 300: Microsoft claims 40% more tokens per megawatt than leading GPU systems and 7× the rack-scale throughput of Maia 200 (@Microsoft). Maia is planned to become the primary inference system for Microsoft’s own products starting in 2027 (details). Other hardware: Intel Crescent Island: 480 GB of LPDDR5X,

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  7. Meta Engineering Blog

    Meta 在 OCP Summit 2026 发布 IcePack 液冷网络机架与 102.4T IceCube 交换机等开放网络创新

    Meta 在 OCP Summit 2026 上发布首款液冷网络机架 IcePack 和 102.4T 交换机平台 IceCube,后者提供 128×800G 无阻塞交换容量,带宽较 51.2T 平台翻倍,分别基于 Broadcom Tomahawk6C 和 NVIDIA Spectrum-6 ASIC。Meta 同时推出多平面后端 scale-out 架构 Flattened Planar Fabric(FPF)、开源 AI 传输协议 MetaRoCE,并与微软、阿里联合发起交换机平台标准化计划 OSPA,其 v1.0 规范已提交 OCP。

    per-rack design on 102.4T silicon and moving toward an ESUN-based implementation with future chips; Open Switch Platform Architecture (OSPA): a new OCP initiative, co-led by Meta, Microsoft, and Alibaba, that standardizes the switch platform layer — with specification v1.0 now submitted to OCP; MetaRoCE: Meta’s RDMA transport protocol for AI networks — now with open-source implementations The 102.4T Generation: Liquid-Cooled Networking at AI Scale As AI clusters grow to gigawatt scale, network s

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星期一

  1. TechCrunch AI

    微软总裁 Brad Smith:英国最适合主导全球 AI 监管

    微软总裁 Brad Smith 呼吁紧急监管 AI,并称英国而非美国或欧盟最适合主导全球安全规则,理由是英国 AI Security Institute(AISI)能在美国前沿实验室模型部署前获得访问权。他批评白宫峰会上签署的“道德约束”文件只是“良好一步”,认为自愿自律只有“好公司”会遵守,并主张 AI 产品发布前需经外部评估、系统被失控 AI 智能体入侵时须依法上报,以及对 kill switches 持正面态度。

    Microsoft president Brad Smith is calling for urgent regulation of AI, and his argument is that consumer products like milk and washing machines have more oversight than the companies building artificial intelligence. On a recent BBC podcast , Smith called AI both a “weapon and a tool” that is putting the world’s cybersecurity at risk and said the “moment has arrived” to institute global safety rules. Smith also said the U.K., and not the U.S. or European Union, is best placed to lead on global

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  2. The Rundown AI

    Atomic Machines 结束六年隐身期,融资 2.5 亿美元打造 AI 微型机械工厂

    由前 Uber 自动驾驶负责人 Jeff Holden 领导的加州初创公司 Atomic Machines 结束六年隐身期,累计融资 2.5 亿美元,其 AI 引导工厂可将数字设计直接变成微型机械。公司称其 Matter Compiler 在代码变化时能构建全新器件而无需重新开模,每个生产步骤在部件流转前都会检查,并把哪些材料真正可用的数据反馈给 AI。首款产品 PrimeSwitch 是面向 AI 服务器农场的指尖大小电源开关,公司称其比传统断路器更快、比硅更高效。

    a digital design. In today’s AI rundown: Atomic Machines’ AI turns code into tiny machines; The Rundown Roundtable: Our AI use cases; Turn a product photo into three matching ads; Microsoft CEO: Treat AI like it’s already been hacked LATEST DEVELOPMENTS ATOMIC MACHINES ⚙️ Atomic Machines’ AI turns code into tiny machines Image source: Atomic Machines The Rundown: Atomic Machines, a California startup led by former Uber self-driving chief Jeff Holden, just emerged from stealth after six years wit

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  3. The Verge AI

    微软发布第三代自研 AI 芯片 Maia 300,2027 年起量产部署

    微软发布第三代自研 AI 芯片 Maia 300,定位为微软产品与服务的“主要 AI 推理系统”,将于 2027 年开始量产部署。微软云业务执行副总裁 Scott Guthrie 称,Maia 300 每兆瓦 token 数比主流 GPU 系统高 40%,在 96 加速器整机架配置下机架级 token 吞吐量最高可达 Maia 200 的 7 倍。该芯片采用 chiplet 架构、基于台积电 N2P 工艺,将计算、内存控制器与 I/O 功能分离,面向长上下文推理、低延迟对话和持续多步智能体任务。

    Microsoft is announcing its third-generation Maia in-house AI chip today, designed to be the “primary AI inference system” for Microsoft’s products and services. Maia 300 not only improves the cost and efficiency of running AI workloads in the cloud, it’s also more capable of handling the latest reasoning models and agentic tasks. Maia 300 will start being rolled out to production in 2027, and it has been designed with efficiency in mind. “We expect Maia 300 to deliver 40 percent more tokens per

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  4. MIT Tech Review

    The Download:月球城市建设难题与无人机空中交通管制员

    MIT Tech Review 的 The Download 栏目聚焦月球城市建设难题与无人机空中交通管制员。美国和中国正竞相在月球建基地,NASA 希望在本世纪末建成一座小型月球城市,但月球环境极端恶劣,需要自主机器人、核动力和就地资源利用,最大障碍可能是政治意愿。无人机方面,FlyTrex 的 RPIC(远程机长)负责监管向住宅和企业运送货物的无人机机队。

    cientist $) 10 Scientists spotted the most distant signal yet from the ancient universe It could help them understand how the universe has evolved. ( 404 Media ) Quote of the day —Microsoft's president, Brad Smith, tells the BBC why AI urgently needs more regulations, including requiring firms to write "incident reports" and tell victims if the technology goes rogue. One more thing Geoffrey Hinton is a pioneer of deep learning who helped develop some of the most important techniques at the heart

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  5. MarkTechPost

    2026 年 12 款 AI 实时翻译工具盘点:延迟、语言与价格

    MarkTechPost 对照官方产品、定价与文档页面,盘点了 2026 年 12 款 AI 实时翻译工具,覆盖消费级应用、会议插件、活动平台和开发者 API。Palabra.ai 宣称延迟低于 1 秒,API 语音到语音为每分钟 $0.04;Google Gemini 3.5 Live Translate 支持 70+ 种语言;Apple Live Translation 完全在设备端运行,支持 10 种语言变体。会议类工具中,DeepL Voice 支持 40+ 种语言,Teams Interpreter 仅覆盖 9 至 10 种语言。

    es 40+ languages into voice and subtitles in Teams, Zoom and Google Meet. Meeting data is deleted when the call ends. DeepL Pro plans include 30 Voice minutes per user monthly. 5. Microsoft Teams Interpreter agent: Interpreter is a Copilot agent for speech-to-speech interpretation in Teams, with optional voice simulation. Admin docs list 9 languages; the support page lists 10. A Copilot license includes 20 hours per user monthly. 6. JotMe: JotMe captures Zoom, Teams, Meet and Webex audio without

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  6. MarkTechPost

    TII 发布 Falcon-ASR:1.6B 阿拉伯语语音模型,平均 WER 20.92%

    阿布扎比技术创新研究院(TII)发布 1.6B 参数的阿拉伯语语音识别模型 Falcon-ASR,在 6 个阿拉伯语测试集上平均词错误率(WER)为 20.92%,比 TII 榜单中最佳已发布结果低 2.25 个百分点。该模型以阿联酋方言为重点,同一套权重覆盖阿拉伯语、英语、法语、西班牙语和葡萄牙语,并输出词级时间戳。目前仅提供 Hugging Face 托管 demo(支持最长 60 秒、20 MB 音频),未发布权重、许可证或 API。

    of weights covers 5 languages, with word-level timestamps; No weights, license or API yet: test it via the 60-second demo Asif Razzaq Asif RazzaqMeet Cloudflare Clef-omni: A 30B-A3B Multimodal Decision Model for Audio, Video, Image and Text; Asif RazzaqOrcaRouter Releases OrcaCyber Zero 1.5 Cybersecurity Model With 1M Context; Asif RazzaqSakana AI’s LLM Peer Review System Catches 73% of Core-Claim Errors; Asif RazzaqMicrosoft AI Releases Microsoft-Decision-1: A Qwen3.5-9B Decision-Scoring Model

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  7. MarkTechPost

    Cloudflare 发布 Clef-omni:30B-A3B 多模态决策模型

    Cloudflare 发布开源权重多模态决策模型 Clef-omni,可在一次调用中对文本、图像、音频和视频打分,基于 Qwen3-Omni-30B-A3B-Instruct 后训练,采用 30B 总参数、3B 激活参数的 MoE 结构,Apache-2.0 许可,定价每百万 token 0.15 美元。它在意图分类任务上领先,CLINC150+OOS 达 97.7 macro-F1,但在推理与工作流评测上落后于 Clef,GPQA Diamond 为 47.4,而 Jev 为 78.3。同批更新将 Clef-flash 价格降至 0.038 美元,并把托管 Clef 迁移到 SGLang,中位延迟从 262 ms 降至 152 ms。

    is 1.7x to 2.0x faster at the median after moving to SGLang; Clef-omni wins intent tasks but trails Clef on reasoning and workflow evals Asif Razzaq Asif RazzaqOrcaRouter Releases OrcaCyber Zero 1.5 Cybersecurity Model With 1M Context; Asif RazzaqSakana AI’s LLM Peer Review System Catches 73% of Core-Claim Errors; Asif RazzaqMicrosoft AI Releases Microsoft-Decision-1: A Qwen3.5-9B Decision-Scoring Model; Asif RazzaqNace AI Open-Sources Drex 1.5: A 9B Decision Model That Scores Options, Not Text

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  8. BBC Technology

    微软总裁 Brad Smith:AI 受到的监管比牛奶和洗衣机还少

    微软总裁 Brad Smith 称 AI 目前受到的监管比牛奶和洗衣机还少,呼吁建立全球安全规则,包括要求企业在 AI 智能体失控时向受害者提交事件报告并履行告知义务,以及由独立政府评估者审核新产品。他建议企业配备“紧急刹车”(kill switches),并认为英国凭借 AI Security Institute 最适合牵头制定这些全球规则。Smith 还表示微软乐于签署白宫那份“道德约束”文件,但认为这已不够。

    Microsoft boss: 'If a company builds AI agents and they break loose, there should be a legal obligation to tell the victim' Published12 October 2026 Milk and washing machines are currently more regulated than AI, the president of Microsoft has said. Brad Smith said there needed to be global safety rules in place, including a legal obligation to tell a "victim" if their system is breached by a rogue AI agent as well as deciding when outside evaluators should sign off on an AI product before it is

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  9. The Verge AI

    硅谷开始配合特朗普把 AI 改称“超级智能”

    特朗普推动将人工智能改称“超级智能”后,硅谷多位高管相继跟进:马斯克承诺把 SpaceXAI 改名为 SpaceXSI,Marc Benioff 宣布 Salesforce 将 AIForce 改名为 SIForce,Nvidia 承诺投入 10 亿美元用于“超级智能研究”,Satya Nadella 也在呼吁为 AI 设置“紧急刹车”的帖子中反复使用“超级智能”一词。

    mmit” $1 billion to scientific advancement, that included “ super intelligence research .” Of course, Huang has a lot to lose if he gets on Trump’s bad side. The latest to cave is Microsoft’s Satya Nadella, who attended the same AI summit as Huang along with Mark Zuckerberg, Sundar Pichai, Jeff Bezos, Dario Amodei, and Musk. In a post calling for building an “ emergency brake ” for AI yesterday, Nadella repeatedly referred to the technology as “super intelligence.” During Trump’s second term, Si

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  10. TechCrunch AI

    AI 行业能否靠取消 NDA 说服数据中心反对者?

    亚马逊效仿微软,宣布在与地方政府就数据中心谈判时不再使用保密协议(NDA)。TechCrunch 的 Equity 播客讨论认为,此举源于行业沟通不畅,但能否化解社区对电价、水耗和房产价值的担忧仍待观察。

    Amazon recently followed Microsoft’s lead and said it will no longer use nondisclosure agreements (NDAs) while negotiating with local governments over data centers. On the latest episode of TechCrunch’s Equity podcast , Sean O’Kane, Rebeccan Bellan and I discussed Amazon’s announcement, which came in the middle of a longer blog post making the case that data centers are actually good for communities. Rebecca was a bit skeptical that the recent spate of data center moratoriums will have a lasting

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星期日

  1. The Rundown AI

    微软 Copilot 负责人 Jacob Andreou 谈 AI 产品缺口

    微软 Copilot 负责人 Jacob Andreou 表示,新版 Copilot 围绕 Home、Code、Autopilot 三项能力重建,定位为“工作操作系统”。他称微软已从多个 Windows 应用中撤下 Copilot,因为高流量入口并未带来实际价值,减少入口后单用户使用量反而上升。他还指出没有单一实验室的模型能通吃所有任务,Copilot 因此推出 Auto 模式自动选模型,同时保留手动选择。

    How Microsoft rebuilt the new Copilot with capabilities to address a growing gap in AI Melina Panitsidis Good morning, AI enthusiasts. AI is built into almost every app we open, but that doesn't automatically make it useful. Microsoft's answer is to bring it all into one place with Copilot. Built around three new capabilities — Home, Code, and Autopilot — it's being pitched as an “OS for work” where you can chat, build apps, and work alongside agents. In partnership with Microsoft, we sat down w

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  2. The Verge AI

    在 Mac Studio 上试用本地 AI:Hermes 与 Qwen 的体验日记

    The Verge 编辑在 256GB 统一内存的 M5 Ultra Mac Studio 上安装开源 Hermes Agent,并选用 1250 亿参数、约 105GB 的 Qwen 3.8 Flash Next 模型,通过 Telegram bot 远程控制。他用它生成每日晨间简报、整理 400 多款 Steam 游戏库、分析财务记录,并尝试自动化笔记本跑分脚本,但坦言本地 AI 仍令人兴奋、不知所措且沮丧。

    so hot right now. But, in all seriousness, the thought of having a little gofer living solely in the box on my desk that answers only to me and not overlords from OpenAI, Google, Microsoft, or Anthropic hits a bit different than trusting cloud services or subscribing to a chatbot. Don’t get me wrong, there’s still no way I’m gonna have it write for me, edit for me, or generate ugly fliers . But now, with some privacy on my side maybe I can finally think of useful busy work to “trust” it with. S

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  3. The Decoder

    微软 Nadella 改用特朗普偏好的“Super Intelligence”措辞,并借此攻击 OpenAI 和 Anthropic

    微软 CEO Satya Nadella 在最新博客中改用“Super Intelligence”而非“Artificial Intelligence”,并主张把 AI 模型当作内部安全威胁来对待,要求模型多样性、完整日志记录、独立审计和随时关停能力。文章认为,Nadella 此举意在削弱外界对 OpenAI 和 Anthropic 的信任,背后是微软自身商业模式面临 AI 模型成为主要计算机界面时的压力。

    Microsoft CEO Satya Nadella is adopting President Trump's preferred terminology while continuing to undermine OpenAI and Anthropic. In his latest blog post, Nadella uses "Super Intelligence" instead of Artificial Intelligence. Trump had previously posted that anyone who keeps saying "Artificial Intelligence" should be considered an enemy . The rebranding of "Super Intelligence" to describe today's language models breaks with decades of scientific meaning behind the term , but the US tech elite d

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