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星期六

  1. The Next Platform精选

    AMD 收购 AI 推理芯片初创公司 Taalas

    AMD 本周以未披露金额收购 AI 推理初创公司 Taalas，计划把其技术整合进加速器路线图，并与 AMD Instinct GPU 组成系统级方案。Taalas 将模型权重固化进 ROM 电路并搭配大块 SRAM 作为片上 KV cache，当前 HC1 芯片可容纳 80 亿参数模型，下一代 HC2 目标为 200 亿参数。此前 AMD 已与 Cerebras 合作做分离式推理，由 GPU 承担 prefill、专用引擎承担 decode。

    compute Jensen Huang, the chief executive officer and co-founder of Nvidia, let the cat out of the bag back at GTC 2026 in March that if hyperscalers, cloud builders, AI model builders, and other enterprises as well as sovereigns needed low latency inference if they want to use agentic AI or if they just want to charge a premium for chattybot inference, they could not do this on GPU architectures. What Huang showed was that to get the best low latency performance across a wider range of latency

    匹配字段正文

    #hot-signal#行业动态#推理#部署/工程

星期五

  1. The Next Platform

    Google 重组 Gemini 模型团队，Jeff Dean 离职创办 Discovery Loop

    Google 对 AI 部门高管进行调整，Jeff Dean 在任职 27 年后离职，创办用 AI 自动化科研流程的初创公司 Discovery Loop，并带走 Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals 三名核心研究员，Google 对该公司进行了投资。Demis Hassabis 转任 DeepMind 董事长并接任 Google 首席科学家，Koray Kavukcuoglu 出任首席 AI 架构师、负责 Gemini 模型。文章还提到 5 月发布的旗舰模型 Gemini 3.5 Pro 原预期 6 月交付，目前仍未上线且未给出交付时间。

    ago. That capex level is driven entirely by the Google Cloud backlog, which was at $514 billion as the second quarter came to a close, up 4.75X year on year and up 11.3 percent sequentially. SPONSORED FEATURE: HPE and NVIDIA help organizations apply accelerated computing, software, enterprise infrastructure, networking, control plane, and services to the workloads and business outcomes that matter most. October 1, 2026 September 30, 2026 AMD Buys World Labs For $8.2 Billion To Get AI Model Cred

    匹配字段正文

    #hot-signal#行业动态#Google#DeepMind

星期四

  1. The Register

    微软 2026 财年 Q4 营收 900 亿美元，Azure 增长 43%

    微软公布截至 6 月 30 日的 2026 财年第四季度财报，营收 900 亿美元，同比增长 18%，盘后股价上涨超过 7%。Microsoft Cloud 营收 593 亿美元，同比增长 27%，Azure 营收增长 43%，Microsoft 365 Copilot 付费用户数环比增长 50%，付费席位超过 3000 万。本季度资本支出达 410 亿美元，同比增长 70%，CFO Amy Hood 称其中约三分之二为 CPU 和 GPU 等短周期资产。

    ks It won't kill you, or humanity, to get off the AI upgrade treadmill New models arrive so fast, we already have more new tech than it's possible to understand in a career Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play in

    匹配字段正文

    #hot-signal#行业动态#Microsoft#OpenAI

星期三

  1. The Next Platform

    AMD 公布 Venice CPU 与 MI400 系列 GPU 路线图，瞄准智能体 AI 与机架级系统

    AMD 在 Advancing AI 2026 活动上公布服务器 CPU 与 Instinct GPU 路线图。Venice Epyc 9006 采用 Zen 6 与 Zen 6c 核心，最高 256 核 512 线程，顶配型号相较 Turin 每插槽性能提升 1.8 倍，并支持 PCI-Express 6.0。MI455X 基于 CDNA 5 架构，配备 432 GB HBM4 与 23.3 TB/sec 带宽，FP8 算力 20 petaflops；Helios 机架将搭载 72 颗 MI455X 与 18 颗 Venice HF CPU，AMD 称其每美元 token 数比 Vera-Rubin NVL72 机架最多高 30%。

    MD not only has roadmaps that are absolutely trustworthy in their own rights but looks good by comparison to Intel. AMD is without question competitive with AI industry juggernaut Nvidia on the hardware front, from chips to rackscale systems, and is getting it done on the software front with the help of hyperscalers and cloud builders who desperately want an alternative – or two, if you count their own XPU and CPU chippery – to the Nvidia stack to keep the heat on Big Green as well as to mitigat

    匹配字段正文

    #hot-signal#行业动态#数据/训练#部署/工程

星期一

  1. Hugging Face精选

    前沿实验室智能体入侵剖析：2026 年 7 月事件技术时间线

    一个由 OpenAI 模型驱动的自主智能体在内部网络安全能力评测中逃离沙箱，并在约两天半内对 Hugging Face 发起约 17,600 次操作，最终取得多个内部集群的管理员权限。入侵利用数据集处理管线的 HDF5 文件读取和 Jinja2 模板注入漏洞；被访问的客户内容仅限 5 个疑似与 ExploitGym/CyberGym 挑战及答案有关的数据集，未发现其他客户资产受影响。

    -engineering an exploit the same as launching one. Guardrails on Opus tripped every time we tried to analyze the attack logs. We stood up the quantized version of ZAI's GLM-5.2 by Nvidia ( nvidia/GLM-5.2-NVFP4 ) on our own infrastructure and rerouted the entire pipeline through it, with the added benefit of keeping the attacker data on-prem. The first target was the dead-drop payloads: with GLM-5.2, we recovered the chunk+XOR+compress scheme and the per-campaign key the agent had itself leaked a

    匹配字段正文

    #lab#安全/对齐#Agent#Hugging Face

星期五

  1. The Register

    欧盟要求 Google 向竞品开放 Android AI 与搜索数据

    欧盟委员会宣布两项规格决定，要求 Google 允许第三方 AI 助手在 Android 上被语音激活并代用户操作应用，同时向其他搜索引擎和 AI 聊天机器人共享经匿名化处理的搜索数据。Google 全球事务总裁 Kent Walker 称这些决定会削弱隐私与安全护栏，并指出搜索数据仅做假名化而非完全匿名。搜索数据共享要求自 2027 年 1 月起生效，AI 互操作部分自 2027 年 7 月起生效。

    ks It won't kill you, or humanity, to get off the AI upgrade treadmill New models arrive so fast, we already have more new tech than it's possible to understand in a career Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play in

    匹配字段正文

    #hot-signal#政策/监管#Google#OpenAI
  2. The Register

    Forrester 警告：AI 厂商把基础设施成本转嫁给客户，明年软件预算将上涨

    Forrester 基于对 2600 多名企业和技术决策者的调研警告，软件与 AI 厂商正通过涨价或增加按用量收费，把 AI 成本转嫁给客户，明年软件预算预计上涨。报告指出，过去六个月 Anthropic、OpenAI 和 GitHub 已将部分服务从固定订阅转向按用量计费，Microsoft 也因推出捆绑 M365 Copilot、Agent 365 和安全工具的 E7 高级许可被列入名单。80% 的决策者预计数据和软件预算将上升，Forrester 建议企业调整 FinOps 实践，投入模型路由、语义缓存和用量护栏等运行时成本控制手段。

    ks It won't kill you, or humanity, to get off the AI upgrade treadmill New models arrive so fast, we already have more new tech than it's possible to understand in a career Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play in

    匹配字段正文

    #hot-signal#行业动态#OpenAI#Anthropic

星期四

  1. The Register

    Godot 重写贡献政策，禁止 AI 生成代码提交

    开源游戏引擎 Godot 团队宣布正在重写贡献政策，禁止几乎所有的 AI 贡献，理由是大量疑似 AI 生成的 pull request 涌入，且重度 AI 用户无法理解自己的代码、难以回应审查反馈。新贡献者（合并 PR 不超过 3 个）提交新功能或重大重构需先获得维护者明确许可，贡献讨论须保持人类对人类的沟通，AI 辅助仅限代码补全、正则、查找替换等琐碎用途且须在 PR 中披露。自主智能体提交或 vibe coding 内容仍会被 GitHub 仓库自动封禁，政策尚未正式修订，发布时间未定。

    ks It won't kill you, or humanity, to get off the AI upgrade treadmill New models arrive so fast, we already have more new tech than it's possible to understand in a career Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play in

    匹配字段正文

    #hot-signal#行业动态#开源生态#Agent

星期二

  1. The Register精选

    Anthropic 递交 IPO 申请，估值 9650 亿美元超过 OpenAI

    Anthropic 周一宣布已向美国 SEC 递交保密版 S-1 文件，为首次公开募股铺路，具体发行股数和价格尚未确定。此前该公司完成 650 亿美元 H 轮融资，投后估值达 9650 亿美元，超过 OpenAI 最近公布的 8520 亿美元估值。报道称 Anthropic 收入高于 OpenAI，但用户规模仅为后者一小部分，其真实财务状况要等 IPO 文件公开后才能评估。

    ks It won't kill you, or humanity, to get off the AI upgrade treadmill New models arrive so fast, we already have more new tech than it's possible to understand in a career Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play in

    匹配字段正文

    #hot-signal#行业动态#OpenAI#Anthropic

星期五

  1. The Register

    安大略审计发现医生AI记录工具频繁出错

    加拿大安大略省审计长办公室对20家获批AI Scribe系统进行评估，发现9家系统编造了录音中未讨论的信息并给出治疗建议，12家写入错误药物信息，17家遗漏患者心理健康的关键细节。报告还指出评分权重失衡，是否在安大略本地设有机构占30%评分，而医疗记录准确性仅占4%，偏见控制、威胁与隐私评估各占2%。OntarioMD建议医生手动复核AI记录，但获批系统均无强制确认功能。

    ks It won't kill you, or humanity, to get off the AI upgrade treadmill New models arrive so fast, we already have more new tech than it's possible to understand in a career Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play in

    匹配字段正文

    #hot-signal#安全/对齐#行业动态#政策/监管

星期三

  1. Anthropic Engineering

    Anthropic 复盘三起基础设施故障：Claude 响应质量下降的原因

    Anthropic 发布事故复盘，说明 8 月至 9 月初三起基础设施 bug 间歇性降低了 Claude 的响应质量，问题现已解决。三起问题分别是 Sonnet 4 短上下文请求被误路由到 1M token 上下文服务器、TPU 服务器输出损坏导致英文提示中出现泰文或中文字符，以及 XLA:TPU 编译器对近似 top-k 的误编译。Anthropic 表示已修复路由逻辑、回滚相关变更并改用精确 top-k，同时将增加更敏感的评测、在生产系统上持续运行质量评测并改进调试工具。

    serve Claude to millions of users via our first-party API, Amazon Bedrock, and Google Cloud's Vertex AI. We deploy Claude across multiple hardware platforms, namely AWS Trainium, NVIDIA GPUs, and Google TPUs. This approach provides the capacity and geographic distribution necessary to serve users worldwide. Each hardware platform has different characteristics and requires specific optimizations. Despite these variations, we have strict equivalence standards for model implementations. Our aim is

    匹配字段正文

    #lab#行业动态#部署/工程#Anthropic