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星期二

  1. SiliconANGLE

    Trellix 推出 Wise for Private Cloud，在客户本地环境运行 AI 安全运营

    Trellix 发布 Wise for Private Cloud，让企业完全在自有环境内运行其安全运营 AI 引擎，每个结论都附带置信度并用通俗语言解释以便审计，且不按 token 计费。Trellix Wise 最早于 2024 年 5 月作为其扩展检测与响应平台中的生成式 AI 调查功能亮相。同期发布的“Mind of the CISO”报告调查了 600 名 CISO，受访者称过去一年平均 28% 的内部风险事件由 AI 驱动或自主系统引发，40% 认为缺乏对自动化决策的信任是主要障碍。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

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    #hot-signal#产品更新#安全/对齐#Agent
  2. SiliconANGLE

    theCUBE Pod：IBM 押注模型商品化，AI 市场转向推理阶段

    在最新一期 theCUBE Pod 中，theCUBE Research 分析师 John Furrier 与 Dave Vellante 讨论了 IBM 在 AI 时代的定位：IBM 押注模型商品化，以 Red Hat 开源基础构建由智能体、数据、自动化和混合基础设施组成的四部分架构，做企业混合 AI 运营基础设施。Vellante 称 AI 运营模型将成为新的竞争优势来源，并指出工作负载已从一年前 90% 训练变为如今 60-40 训练与推理，预计将翻转至 10-90。Marvell 则提出 2031 财年 700 亿至 900 亿美元营收目标。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#数据/训练#部署/工程
  3. SiliconANGLE

    Workday 将 Sana 设为 AI 驱动 HR 与财务的新主页

    Workday 在 Workday Rising 大会上宣布，智能体体验 Sana 成为新的 Workday Home，员工可直接通过 Sana 完成工作，并推出可处理入职、休假和密码请求的 Sana Concierge。Sana 还能借助 TypeSafe AI 的 Jev 模型按员工角色生成表单、日历等交互应用。Workday 同时发布 Work Intelligence 与 Decision Intelligence 两个平台，并同意收购智能体身份平台 C1.ai（ConductorOne）。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#Agent#部署/工程
  4. SiliconANGLE

    Cisco 的 OCP 信号：网络已成 AI 关键路径，开放是入场券

    Cisco 在 OCP 全球峰会上发布首款面向 400-gigabit-per-lane 信令的可插拔光模块 USFP，单模块带宽达 12.8 Tbps，约为现有主流模块带宽密度的四倍，并与 TE Connectivity、Amphenol 推动多源协议标准化。Cisco 同时推出首批 Silicon One G300 系统、G302 机架顶部芯片和带外管理平台，并将 Live Protect 运行时安全能力引入 SONiC。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#部署/工程#开源生态
  5. 9to5Mac

    Apple 确认 HomePod mini 2 首发时不支持 Siri AI

    Apple 发布 HomePod mini 2，10 月 30 日开售，但官网脚注显示 Siri AI 要等到“未来的软件更新”才上线，首发当天无法使用。同于 11 月 13 日发货的 HomeView 和新款 Apple TV 4K 则在发布时即支持 Siri AI。

    the ‘Meet Siri AI’ section for HomePod mini 2: Siri on HomePod mini 2 puts a powerful, AI assistant right at the center of your home.1 Once set up with your iPhone or iPad, Siri draws on broad world knowledge and your personal context to help you find what you need and get more done every day. Enjoy more natural conversations, richer answers, and effortless smart home control — while your privacy is protected at every step. Just ask to play your favorite music, check your schedule, or catch up o

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    #hot-signal#行业动态#端侧#语音
  6. Computerworld

    Workday 发布基于 Sana 的默认首页与四个自动执行智能体

    Workday 在 Workday Rising 大会上发布基于 Sana 的默认首页 Workday Home，把任务、决策、会议和智能体活动集中到一处，并可按角色实时生成表单、日历和审批卡片。同时推出 Sana Concierge 员工服务入口，以及招聘、薪酬、会计、合规四个自动执行智能体，可在用户离线时按心跳运行。Workday Home 已可用，Sana Concierge 面向早期采用客户开放，预计 2027 年第一季度全面可用。

    elligence, available to early access Workday Human Capital Management customers, breaks jobs into their component tasks, describing the skills employees need to perform them. It draws on Workday Skills Cloud, giving leaders a look at how jobs are changing, and then, using Decision Intelligence, companies can get a picture of their internal readiness for evolving work. “The task-level analysis is worth watching,” Brue said. “A role is rarely entirely automatable or entirely human-led. Looking ins

    匹配字段正文

    #hot-signal#产品更新#Agent#MCP/工具调用
  7. The Decoder

    Character.ai 申请破产并挂牌出售，无买家将关停服务

    Character.ai 已申请破产并挂牌出售，交易预计在 2026 年 12 月初完成，若无买家则服务关停，平台和订阅在此之前继续运行。公司将原因归于涉及儿童伤害的诉讼、监管压力和运营问题，其中一名青少年自杀。Disney 以 2000 万美元收购部分资产，包括一项永久非独占技术许可，上月随前 CEO Karandeep Singh Anand 加入 Disney 的前员工将协助过渡。Google 曾在 2024 年以 27 亿美元交易带回联合创始人 Noam Shazeer，他随后于 2026 年离开并加入 OpenAI。

    d is up for sale. The deal should close by early December 2026. No buyer means the service shuts down. The platform and subscriptions keep running until then. Character.ai blames lawsuits over harm to children, regulatory pressure, and operational problems. One teenager took his own life. Disney is picking up some assets for $20 million, including a perpetual, non-exclusive technology license. Former Character.ai employees who moved to Disney last month with ex-CEO Karandeep Singh Anand will hel

    匹配字段正文

    #ai-vertical#行业动态#OpenAI#Google
  8. Google DeepMind

    Google DeepMind 发布 Gemini 4 Argon，面向所有用户开放

    Google DeepMind 发布前沿模型 Gemini 4 Argon，向开发者、企业和消费者开放，在 Vals Index 上排名第一，覆盖编码、金融、法律和网络安全等领域。该模型通过 Gemini API 提供 1M 统一输入输出 token 上限，并公布多项实测结果，包括 Antigravity 中智能体代码提交量提升超 35%、回滚减少近三分之一，以及将 Gemma 4 E2B 在 A100 上通过 vLLM 实现 2.85 倍端到端推理加速。安全方面，Argon 在 Gray Swan 间接提示注入基准上将 15 次自适应攻击的成功率降至 0.7%，并推出面向 1 万名科学家的 Antigravity 最高使用档位 6 个月免费计划。

    otics. It’s helping cyber defenders and researchers test hypotheses, autonomously audit critical codebases and formal proofs, and catch subtle zero-day vulnerabilities and logic flaws. Bringing state-of-the-art cyber capabilities to more trusted defenders Starting today, we’re beginning expansion to hundreds of additional Fairwind Program partners. Wiz is already using Argon for its "Scan for Good" initiative, which protects critical infrastructure for the public good and for free. With early ac

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    #lab#模型发布#Google#多模态

星期三

  1. SiliconANGLE

    Spranic 为物理 AI 构建空间记忆层

    慕尼黑初创公司 Spranic 正在为物理 AI 构建空间记忆层，记录物理空间及其变化，并将其与知识图谱连接，帮助机器人跨任务理解环境。创始人兼 CEO Jordi Spranger 表示，可复用的空间上下文能减少机器人部署所需的特定任务规划，知识图谱还能保留数据来源，让机器人决策可审计。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

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    #hot-signal#行业动态#具身智能#RAG
  2. SiliconANGLE

    Ubitium 融资 1400 万美元，打造感知、思考与行动的通用处理器

    德国半导体初创公司 Ubitium 完成由 Ibex Investors 领投的 1400 万美元种子轮追加融资，种子轮累计达 1800 万美元。其基于 RISC-V 的通用处理器将信号处理、AI 推理与实时控制整合到单颗芯片，首款芯片 UB108 含 256 个处理单元、采用三星 8nm 工艺，计划 2027 年交付 4096 个处理单元的商用处理器 UB410 供评估。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#端侧#数据/训练
  3. SiliconANGLE

    Deliverance AI 谈主权 AI 控制：与 HPE 合作把智能体控制面部署进客户数据中心

    Deliverance AI 创始人兼 CEO Mick McNeil 表示，主权 AI 的价值不在模型选择，而在治理模型的控制层；其控制面可观测智能体活动、执行策略并提供审计追踪和终止开关。该公司与 HPE 合作，将存储、网络、GPU 和软件组成的全栈能力部署进客户数据中心，并加入 HPE 的 Unleash AI 合作伙伴计划，把智能体操作系统带到与 Nvidia 共同开发的 HPE Private Cloud AI 上。双方即将推出联合解决方案，让客户在 90 天内点击部署全栈智能体操作系统。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#Agent#部署/工程
  4. SiliconANGLE

    Apple 发布智能显示屏、HomePod mini 2 与新款 Apple TV 4K

    Apple 推出首款智能显示屏 HomeView，提供壁挂和桌面两个版本，支持最多六名用户的面部识别个性化内容。同步发布 HomePod mini 2 和新款 Apple TV 4K，后者搭载 A19 芯片，CPU 性能提升最高 50%、GPU 速度最高翻倍。Apple 还与 LG、Schneider Electric 合作推出 Apple Home Collection，包含四款摄像头、门锁和两款恒温器。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#端侧#语音
  5. SiliconANGLE精选

    Gemini 4 Argon 登陆 Gemini 应用 Pro 与 Ultra 订阅，新增任务模式

    Google 将 Gemini 4 Argon 前沿模型开放给 Gemini 应用 Pro 和 Ultra 订阅用户，此前该模型先提供给经过审核的网络安全防御者。Argon 让应用回答更直接、减少含糊，并新增任务模式，用户在主聊天窗口一键切换后，Gemini 可在用户离开电脑时继续执行任务，已连接应用超过 40 个，可完成 Instacart 下单或 OpenTable 订座。Google 称 Argon 在编码上有重大改进，其在 DeepSWE v1.1 上得分 77.9%，高于 Claude Opus 5.5 的 74.2%。开发者可通过 Gemini API 付费层使用 Argon，输入每百万 token 2 美元、输出 10 美元，优惠价持续到 11 月 30 日，之后翻倍至 4 美元和 20 美元。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#产品更新#Google#Agent
  6. SiliconANGLE

    Scuba 获 3400 万美元融资，帮团队与 AI 智能体管理业务数据

    Scuba（正式名 Flashback AI Inc.）宣布完成 3400 万美元融资，由 Accel 领投首轮、并与 IVP 共同领投第二轮。其上下文引擎通过 Capture 浏览器扩展和 iPhone 应用收集信息，用 Collections 归类，并以 Briefing 生成每日摘要，还可经 MCP server 接入 Claude、ChatGPT、Cursor 和 Slack。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#Agent#MCP/工具调用
  7. SiliconANGLE

    Imago Platform 用图数据库提升 AI 知识管理准确性

    Imago Platform 借助 Neo4j 图数据库解决 AI 知识管理中的准确性问题：其首个客户是瑞典一家照明电气企业，需处理各厂商差异巨大的保修政策，纯 PDF 加语言模型的方案因生成概率性回答而无法达到 100% 准确率，接入图数据库后模型开始稳定给出正确结果。Imago 成立 18 个月，还将业务拓展至瑞典的物业管理、汽车经销商和零售商，并用图数据库追踪智能体的每一步执行过程。

    cloud, cybersecurity and more; 11.4k+ theCUBE alumni — Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network Are you an AWS customer? Support SiliconANGLE financially by buying your AWS services from our Marketplace portal page and links: https://siliconangle.com/aws-marketplace/ About SiliconANGLE Media Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digit

    匹配字段正文

    #hot-signal#行业动态#RAG#部署/工程
  8. 9to5Mac

    苹果在起诉 OpenAI 的商业秘密诉讼中获准提前取证

    法官 Edward Davila 批准了苹果在针对前员工、OpenAI 和 io Products 的商业秘密诉讼中的部分加速取证请求，要求被告交出已收集的取证镜像、用于面试苹果员工的指导文件，以及刘畅与彭于婷自 2026 年 1 月 1 日以来的 LINE 对话记录，并允许苹果对刘畅、谭唐、彭于婷及 OpenAI 和 io Products 的公司代表进行取证。法官同时驳回了苹果提前获取 OpenAI 关于金属表面处理、电源管理和电池功能研发文件的请求，认为应通过常规取证程序处理，并推迟了对苹果所称 Apple Originated Information 相关请求的裁定，称其定义目前过于模糊，苹果有五天时间与被告协商并提交更窄的定义。

    AAPL Company; OpenAI Judge Edward Davila today granted some of Apple’s requests for expedited discovery in its trade secrets lawsuit against former employees, OpenAI, and io Products. Here are the details. A bit of background A few months ago, Apple filed a trade secrets misappropriation lawsuit against two former employees (Chang Liu and Tang Tan), OpenAI, and io Products. In a nutshell, Apple says Liu and Tan improperly accessed or used confidential information about its products and technolog

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    #hot-signal#行业动态#OpenAI
  9. CNET

    Vibe 编码应用能取代 Adobe 和 Microsoft 吗？这些 AI 应用希望如此

    软件工程师 Brandon Thomas 以 Reddit 账号 u/ai_art_is_art 发布 ArtCraft 网站，上线 13 款免费开源应用，用 PhotoCraft、WordCraft、DeckCraft 复刻 Photoshop、Word 和 PowerPoint 的核心功能。这些 vibe coding 应用瞄准用户对订阅涨价和软件 AI 功能臃肿的不满，但 CNET 提醒其法律与安全风险仍存，Adobe 和 Microsoft 未予置评。

    tions become even more expensive and their programs become bloated with AI features. In March, Adobe reached a $150 million settlement with the US government to resolve a federal lawsuit alleging that the software giant trapped consumers in subscription plans with hidden fees and an intentionally convoluted cancellation process. Under the terms of the agreement, Adobe will pay a $75 million civil penalty and provide $75 million in free services to affected users, though the company continues to

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    #hot-signal#现象/趋势#开源生态#编码
  10. ScienceDaily

    牛津大学用混合量子计算机重现 Aharonov-Bohm 效应

    牛津大学研究团队用囚禁离子构成的混合量子系统重现了 Aharonov-Bohm 效应：将磁通量编码进作为规范场的量子比特，使模拟粒子在环路上的量子隧穿完全停止。该成果发表于 Nature Physics，展示了量子比特与量子谐振子结合模拟格点规范理论的可行性。

    lly verified in experiments involving real electrons. It remains one of the clearest demonstrations that the quantum world operates according to rules that go beyond the familiar laws of classical physics. Researchers are now exploring how this phenomenon behaves in more complex theoretical systems known as lattice gauge theories. These theories describe how matter interacts with fields associated with fundamental forces. They represent space as a grid, with matter located at individual points a

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    #hot-signal#论文/研究#数据/训练
  11. Meta Engineering Blog精选

    Meta 发布 2026 版生成式广告模型 GEM：单一中心基础模型与 Kunlun 架构

    Meta 工程博客介绍 2026 版生成式广告模型 GEM，从 Facebook、Instagram、Reels 等分域独立优化转向单一中心基础模型，跨全部广告平台数据与信号学习。GEM 带来 18.9% 转化提升和 12% 广告点击率提升，并在 Facebook、Instagram 和站外转化上分别贡献 5.8%、4.1% 和 1.6% 的转化增长。新架构 Kunlun 相比上一版 Interformer 在同算力下性能提升 2 倍，模型复杂度增长 2.5 倍，训练总算力 FLOPs 扩大 4 倍的同时端到端训练效率翻倍至 20-25% MFU。

    vertisers. GEM advances the frontier of recommender systems in the following four areas: 1. Bending the Scaling Curve, Enabling 2.5x Model Complexity Challenge: Empirical scaling laws demonstrate that model performance predictably improves with compute, parameter, and data size using transformer model architecture. However, recommender system models do not exhibit similar scaling properties with transformer due to massive heterogeneous features and shifting distributions. Solution: We built an L

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    #company#行业动态#数据/训练#部署/工程
  12. Cerebras：Blog

    Cerebras 如何用 WSE 扩展 MoE 模型训练

    Cerebras 发布指南，讲解 MoE 模型在现代硬件上的扩展与优化难题。GPU 方案依赖专家并行（EP），需在模型质量与负载均衡间权衡，且随专家数增加通信开销恶化；DeepSeek-V3 等生产系统需组合流水线、专家与数据并行。Cerebras WSE 凭借约 900 倍于单块最新 GPU 的片上 SRAM 和权重流式传输，可在单设备上训练万亿参数 MoE 模型。

    n in large transformer models. arXiv preprint arXiv:2205.05198. https://doi.org/10.48550/arXiv.2205.05198 Krajewski, J., Ludziejewski, J., Adamczewski, K., et al. (2024). Scaling laws for fine-grained mixture of experts. arXiv preprint arXiv:2402.07871. https://doi.org/10.48550/arXiv.2402.07871 Lepikhin, D., Lee, H., Xu, Y., Chen, D., Firat, O., Huang, Y., Krikun, M., Shazeer, N., & Chen, Z. (2020). GShard: Scaling giant models with conditional computation and automatic sharding. arXiv preprint

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    #editorial#教程/实践#数据/训练#部署/工程