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星期三

  1. SiliconANGLE

    Harmonic Security 融资 5000 万美元,治理员工使用 AI 工具

    职场 AI 安全初创公司 Harmonic Security 宣布完成 5000 万美元新融资,用于扩展其治理员工使用 AI 工具的平台,累计融资达 7600 万美元。该平台用定制小语言模型在毫秒内检查员工发送给 AI 工具的内容,已从浏览器扩展到桌面 AI 应用和智能体工作流,并通过 Model Context Protocol 接入 Cisco Agent Builder、通过 Claude Compliance API 接入 Anthropic 的 Claude 平台。目前客户超过 100 家,员工数已超 90 人。

    f industry-leading digital media brands that reach 15+ million elite tech professionals. Our new proprietary theCUBE AI Video Cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations. LATEST STORIES Exclusive: Huskeys adds Profiling to map which parts of web applications a business depends on; Groundcover lets Claude and Codex hand production investigations

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  2. SiliconANGLE

    Salience Labs 展示全光电路交换技术后完成 1.25 亿美元融资

    Salience Labs 完成 1.25 亿美元 B 轮融资,由 Bullhound Capital 领投,Intel Capital 和 AMD Ventures 参投,资金将用于量产、市场扩张及更高密度交换机的研发。该公司在 ECOC 2026 上展示了全球首个 64 端口全光光子交换机,并正在开发 128 端口和 256 端口配置。其基于硅光子的全光电路交换架构面向 AI 数据中心,可降低延迟与功耗,支持 GPU 集群扩展至数十万颗芯片。

    f industry-leading digital media brands that reach 15+ million elite tech professionals. Our new proprietary theCUBE AI Video Cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations. LATEST STORIES Exclusive: Huskeys adds Profiling to map which parts of web applications a business depends on; Groundcover lets Claude and Codex hand production investigations

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  3. SiliconANGLE

    Groundcover 推出 agent-to-agent 可观测性,让 Claude 和 Codex 移交生产调查

    Groundcover 推出 agent-to-agent 可观测性,允许 Claude、Codex、Cursor 和 AWS Kiro 通过 MCP 工具或异步 Agent Tasks 将生产环境调查交给其自有可观测性 Agent,后者返回根因分析或仪表盘草稿。该功能基于 bring-your-own-cloud 架构,遥测数据保留在客户云账户内,按节点计费,现已可用。

    f industry-leading digital media brands that reach 15+ million elite tech professionals. Our new proprietary theCUBE AI Video Cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations. LATEST STORIES Exclusive: Huskeys adds Profiling to map which parts of web applications a business depends on; Salience Labs raises $125M after showcasing world's most advance

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  4. SiliconANGLE

    Huskeys 推出 Profiling,映射企业 Web 应用的关键依赖路径

    边缘安全初创公司 Huskeys Security 为其平台新增 Profiling 功能,通过分析每个端点的调用者及其意图,标记出业务最关键的访问路径和已有安全控制,从而按客户自身应用的标准判断每个请求。该功能是 Huskeys“Hardening Loop”的第一阶段,目前面向少量客户开放 beta,无需特殊配置,数小时内即可出结果。Huskeys 已累计融资 3500 万美元,其中 Blackstone 旗下 Blackstone Innovations Investments 领投了 9 月的 2700 万美元 A 轮。

    f industry-leading digital media brands that reach 15+ million elite tech professionals. Our new proprietary theCUBE AI Video Cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations. LATEST STORIES Groundcover lets Claude and Codex hand production investigations to its own agent; Salience Labs raises $125M after showcasing world's most advanced, fully opti

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  5. 9to5Mac

    苹果官网线索暗示:全尺寸 HomePod 或将支持 Siri AI

    爆料者 pdfu 在苹果官网发现两处线索,暗示现有全尺寸 HomePod(可能仅限第二代)也将支持 Siri AI:HomePod 2 产品页的 Siri 示例改用 Siri AI 渐变风格,且图片 alt 文本描述为“顶部多彩 Siri AI 光效”。新 HomePod mini 2 以 S10 芯片取代 S5,从而获得 Siri AI 支持,但需搭配支持 Apple Intelligence 的 iPhone 或 iPad。苹果随后替换了相关图片,尚不清楚是失误还是尚未官宣。

    wing the “multi-colored Siri Al glow on top.” 9to5Mac’s Take From a commercial perspective, Apple does like to hold back some software features from older devices in order to encourage upgrades. At the same time, the company is making a big push on Siri AI, likely to boost Services revenue once usage limits kick in on lower iCloud tiers. It’s notable that Apple has replaced the images concerned, but this doesn’t provide much clue as to whether it was an error or simply an announcement the compan

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  6. Fortune Tech

    Giant 融资 800 万美元,用生成式 AI 让孩子创作故事而非刷 YouTube

    Apartment List 创始人创办的 Giant 已融资 800 万美元,用生成式 AI 让儿童创造角色、推动剧情,而非被动观看短视频。Giant 已通过 COPPA 认证,设有内容筛查系统、家长可见性,且不含广告。作者援引 2025 年 Common Sense Media 报告称,美国 58% 的 4 岁儿童拥有自己的平板,5 至 8 岁儿童日均屏幕时间近 3.5 小时。

    Own Adventure books like Journey Under the Sea. The ’80s weren’t perfect, but it was a golden age for kids’ TV. But this? What bothers me about YouTube Shorts is the habit it encourages: the moment something loses your attention, swipe to something else. We worry about our children’s ability to concentrate, then give them feeds that offer an escape from every moment of boredom. My own doomscrolling is on me. Choosing that experience for my daughters is on me, too. I want their screen time to giv

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  7. Fortune Tech

    为什么旅行者正在更换他们偏爱的品牌

    埃森哲对 12 个市场逾 5000 名旅行者的调查显示,96% 的人会因其他供应商提供明显更简单快捷的体验而放弃偏好的旅行品牌,91% 愿意为减少行程规划和管理时间精力的选项多付钱。94% 的旅行者认为预订流程中等或非常复杂,近三分之二在最终购买前使用四个或以上平台,83% 以上曾因意外费用、卡片被拒或支付选项有限等支付问题放弃预订。埃森哲《Consumer Pulse 2026》还发现,36% 的忠诚旅行者会允许 AI 智能体为其切换到更合适的品牌。

    an ever before. What often stands between intent and action are the countless friction points along the journey: complex booking processes, disconnected systems, unclear pricing, fragmented loyalty programs and the effort required to plan and manage travel. As AI takes on more of the discovery and decision-making process, travel brands have an opportunity to eliminate that complexity and make every step feel more seamless, personalized and intuitive. The next loyalty test may happen well before

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  8. MediaNama

    印度电子与信息技术部没有官方数据中心容量数据

    印度议会委员会报告指出,电子与信息技术部(MeitY)没有官方数据中心容量记录,只能依赖行业估算,并承认“印度承载全球近20%数据、仅占全球3%数据中心容量”的说法未经官方核实。委员会建议外交部联合 MeitY 等部门系统收集并公布经核实的数据中心容量、利用率和增长数据,以指导国际投资。行业估算显示,印度数据中心容量已从2020年约520 MW增至2025年约1.5 GW,预计2030年超过8 GW。

    tre projects across states, including Andhra Pradesh, Telangana, Karnataka, Uttar Pradesh and Maharashtra. The data sovereignty issue is relevant as the Reserve Bank of India’s Storage of Payment System Data Directive (2018) mandates that regulated entities across sectors like banking, insurance, fintech, healthcare, and government agencies require payment transaction data, including customer credentials, transaction logs, and personal details, to be stored exclusively in systems located within

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  9. Tech.eu

    英国政府 5 亿英镑主权 VC 基金投资 AI 安全初创公司 Augur

    英国政府旗下 5 亿英镑的 Sovereign AI Fund 投资了 AI 安全初创公司 Augur,后者利用 AI 将分散的传感器网络整合为面向国家安全与公共安全的实时情报层,其技术已被伦敦交通局采用。Augur 由两名前 Palantir 高管创立,并将获得英国最强 AI 超算 Isambard-AI 的使用权,用于训练大规模多摄像头数据集。该基金未披露具体投资金额,其单笔投资通常在 500 万至 1000 万英镑之间,主要覆盖种子轮和 A 轮。

    The UK government’s £500m VC fund investing in domestic AI startups today said it was investing in a British startup which leverages AI technology to update Britain's surveillance network. The Sovereign AI Fund is investing in Augur, which says its AI tech can transform fragmented sensor networks into a real‑time intelligence layer for national security and public safety. The startup, whose founders include two former Palantir executives, says its tech, which is used by Transport for London, can

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  10. Tech.eu

    从 Rohlik 到企业 AI:Tomáš Čupr 的 Duvo 完成 3200 万美元 A 轮融资

    Duvo 宣布完成 3200 万美元 A 轮融资,由 Balderton Capital 领投,Index Ventures、Northzone 和 Credo Ventures 参投,累计融资达 4800 万美元,初期面向零售商和 CPG 企业。Duvo 由 Rohlik 创始人兼 Group CEO Tomáš Čupr 联合创办,是一个把企业流程汇聚到单一平台的企业操作系统,其 Duvo Clarity 工具通过 AI 访谈、屏幕录制和现有文档梳理流程,再由 AI 智能体完成自动化映射与构建。

    f running an online grocery business, its technology is also being used in banking, insurance, and energy. Čupr argues that the underlying problems are similar across industries: fragmented systems, undocumented workflows, and employees spending significant amounts of time on repetitive administrative tasks. "A lot of agentic AI companies build agents and then ask businesses to change their operations to accommodate them. We take the opposite approach. We meet companies where they are." He gives

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  11. a16z:News

    a16z:长时运行智能体如何跑赢高价值客户旅程的接力赛

    a16z 发文提出,长时运行智能体(long-running agents)能跨数十个步骤、多种模态和更长周期持续推进目标,把过去需要数周至数月的客户旅程从单点交互变成端到端执行。文章以原告律师案件准备为例:智能体从初次接案电话起保存并检索案件上下文,按事件或截止时间唤醒,派发子智能体通过电话、邮件或短信联系证人、更新客户并协同律师,最终汇总发现、规划下一步并起草文件。作者认为这能让 AI 厂商按带来的收入增长而非仅成本节省获得回报。

    or insurance policies, RV would collect details on customers when they were searching for these products (by owning sites like homeinsurance.com), reach out, walk them through coverage options, and close the policy. By fully owning this journey, RV collected a payment from the insurer for each policy it closed. This used to work extremely well: according to S&P Global, RV generated $370M in EBITDA on $1.4B in sales in 2022. Now, this model seems structurally under threat. At the top of the funne

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  12. Cohere 产品与研究博客

    Cohere 研究:如何以 30% 成本让编码智能体团队达到前沿水平

    Cohere 在 ProgramBench 上系统测试编码智能体团队的组织方式,发现组织良好的团队比单智能体最多高出约 10 个百分点,但成本为 3 到 7 倍。研究显示把智能体只投入探索与规划阶段,能以一半成本达到全阶段委派的性能;用 Sol 作为 lead 协调 16 个廉价 Luna 规划 worker 可拿到 61.8% 的 reward,接近全 Sol 团队的 63.2%,成本从 510 美元降到 155 美元。研究还测试了阻塞与异步 lead、团队规模、worker 间通信以及 Claude、Gemini 等模型使用团队方式的差异。

    AI for utilities requires capability and control

    behavior, then write a new implementation that behaves the same way. We score each task by the share of a hidden suite of behavioral tests that the rebuilt program passes, and average this score over tasks to get the reward we report throughout.2 The tasks range from small command-line utilities like jq and ripgrep to large systems like SQLite, FFmpeg, and the PHP interpreter. The most challenging remain far out of reach. On FFmpeg, the best entry on the public leaderboard passes about 10% of t

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  13. AWS Machine Learning

    Tamnoon 如何用 Amazon Bedrock 构建 AI 驱动的云安全修复平台

    Tamnoon 基于 Amazon Bedrock 构建了智能体式云修复编排器 Tami,可自主调查 CNAPP 等来源的安全发现并评估修复安全性,再生成带护栏和治理的修复方案。该方案在 90 天内将关键云暴露减少超过 90%,且未引发任何生产问题。Tami 由调查、安全评分、修复和代码生成四类专用智能体组成,通过单一 API 按任务调用不同基础模型。

    Tamnoon’s Tami interface assigning Remediation Confidence Indicator ratings to cloud security findings

    th the request and the generated code before anything moves forward. Supporting services handle the rest of the platform: managed databases and caching for state, Amazon Simple Storage Service (Amazon S3) for playbooks and artifacts, and AWS Secrets Manager for credentials, so sensitive keys never live in application code. On the customer side, everything to the left of the AWS Cloud boundary is what customers connect into Tamnoon. They can link their own AWS, Azure, and Google Cloud accounts, p

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  14. AWS Machine Learning

    用 Amazon Bedrock AgentCore 自动生成演示文稿

    AWS 介绍如何用 Amazon Bedrock AgentCore 构建 AI 智能体系统,自动把季度报告、合规文档和市场分析生成 PowerPoint 演示文稿,内部测试中可在 90 秒内完成。方案在 AgentCore runtime 上部署基于 Strands Agents 框架的 supervisor agent,由 Anthropic Claude Sonnet 4.6 生成内容、Amazon Titan Text Embeddings v2 做向量检索、Stability AI Stable Image Inpaint 生成幻灯片配图,并通过 Amazon Bedrock Guardrails 做内容安全过滤。

    Architecture diagram of the Amazon Bedrock AgentCore presentation generation system, showing request flow through Amazon API Gateway and AWS Lambda to the supervisor agent, knowledge bases, and storage within a VPC

    gle supervisor agent on Amazon Bedrock AgentCore runtime that selects between document generation and summarization tools based on user requests. A Retrieval Augmented Generation (RAG) pipeline uses Amazon OpenSearch Serverless for vector storage and semantic search across multimodal content. The solution includes a REST API built with .NET 8 minimal APIs, so you can integrate with existing enterprise applications through standard HTTP calls. AWS Lambda offers serverless compute, including conta

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  15. Factory 研究 / 产品

    Factory 推出自托管智能体沙箱编排器 OpenCompute,进入私有预览

    Factory 发布 OpenCompute,这是其自托管的智能体沙箱编排器,可运行在客户自选的运行时上,目前处于私有预览阶段。它通过出站 TLS WebSocket 连接 Factory,无需开放入站端口,控制平面用 Go 编写、状态存于客户环境内的 Postgres,并以声明式生命周期模型做状态协调。每个 provider 集成以独立 gRPC driver 实现,分为必需的 Core 以及可选的 Suspend、Snapshot、Fork 一致性档位,Factory 计划将其开源。

    Introducing OpenCompute

    itories and services can remain private. Droid reaches them from inside your network. A note on data placement: Compute placement is separate from inference routing and session storage. Keeping session data entirely local depends on your inference and sync configuration. Record intent, then reconcile Provisioning is not a single reliable API call, especially when dealing with unfamiliar providers. Connections disappear. Providers throttle. Processes restart after a request succeeds but before th

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  16. Rohan Paul

    苹果请求法官禁止 OpenAI 使用其硬件机密

    彭博社报道,苹果请求联邦法官禁止 OpenAI 使用其称由前员工带走的硬件机密。美国地区法官 Edward Davila 在圣何塞同时审理该禁令请求与 OpenAI 的撤诉动议,这是苹果 7 月起诉以来该案的首次重要听证。苹果称 1 月加入 OpenAI 的 Liu 利用认证漏洞访问苹果网络存储并下载机密文件,还在 LTspice 中模拟下载的电源转换器原理图,并告诉同事其 AI 智能体可自行调整电路;苹果还称 OpenAI 要求求职者携带原型等设计物参加展示环节面试。禁令若获批,正值 OpenAI 筹备售价超 300 美元的智能音箱和以 1.4 万亿美元估值为目标的 IPO。苹果最难之处在于把 Liu 下载的某个具体文件追溯到 OpenAI 的实际产品工作中。

    suit. This is the lawsuit’s first major hearing since Apple sued in July. Apple says Liu, who joined OpenAI in January, exploited an authentication bug to reach Apple’s network storage and download confidential files. Apple’s later filings say he simulated a downloaded power converter schematic in LTspice and told a colleague his AI agent could adjust the circuit itself. Apple also claims OpenAI told job candidates to bring prototypes and other “design artifacts” for “show and tell” interview se

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  17. X.PIN

    DeepSeek 将领投机器人 AI 初创 Winverse AI 种子轮,投后估值约 4 亿美元

    据 36Kr 报道,DeepSeek 将领投机器人 AI 初创公司 Winverse AI 的种子轮,金额达数千万美元,投后估值约 4 亿美元,美团旗下龙珠资本等投资方也已承诺参与,但交易尚未最终敲定。Winverse AI 由腾讯混元前视觉语言模型负责人胡瀚创立。DeepSeek 似乎正持续投资机器人领域,押注其扩展 AI 物理世界能力的潜力。

    Seek is set to lead a seed round of tens of millions of dollars in robotics AI startup Winverse AI, valuing the company at around $400 million post-money. Investors including Meituan's DragonBall Capital have also committed, though the deal has not yet been finalized. Winverse AI is a new company founded by Hu Han, former Head of Vision-Language Models at Tencent Hunyuan. DeepSeek appears to be continuing to invest in robotics, betting on its potential to expand AI's physical-world capabilities.

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  18. Unite.AI

    ASML 警告 2027 至 2028 年芯片设备产能无法满足 AI 需求

    ASML 发布 2026 年第三季度财报,净销售额 116.62 亿欧元、净利润 49.6 亿欧元,毛利率 57.5%,并称按当前计划 2027 和 2028 年的芯片制造设备供给无法完全满足客户需求。CEO Fouquet 表示客户需求在短期内上升且持续时间延长,部分客户已对 2029 甚至 2030 年下单表达兴趣;公司此前计划 2027 年将低 NA EUV 产能提升 30%,2028 年再增 30%,目前正研究进一步扩产。ASML 预计 2026 年全年净销售额 440 亿至 450 亿欧元,毛利率约 56%。

    ployment of AI infrastructure. Articles authored by Theo Nash are AI-generated and reviewed by Unite.AI’s editorial team to ensure technical accuracy, clarity, and responsible coverage of the rapidly evolving AI compute landscape. Discover More NEURA Robotics Unveils Neuron AI Foundation Model for Physical AI; Danaher and NVIDIA Partner to Integrate AI Into Scientific Instruments; NVIDIA Details AI Agent Deployments for City Operations Across EMEA; Chainguard Introduces Harness for Frontier-AI V

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  19. Unite.AI

    VitVio 与 UCK Gdańsk 合作,将 3D 手术室 AI 平台 Vetro 引入波兰

    VitVio 与波兰格但斯克大学临床中心(UCK)合作,将其 3D 原生手术操作系统 Vetro 部署到该院,UCK 成为波兰首家采用该平台的医院,首批在部分手术室启用,后续计划扩展至整个外科部门。Vetro 结合多摄像头与环境感知,通过 Spatial Context Engine 将连续采集的 3D 数据转为手术室实时几何表示,由 AI 智能体自动记录手术阶段、标记延误并协调病例间准备。公告未公布该部署的实测结果,缩短等待名单与减少加班仍属预期收益。

    ntain visibility when staff or equipment block an individual camera. The company also acknowledges that events cannot be recovered if every sensor’s view is obstructed, making coverage and sensor placement central to reliability. For a hospital, the useful output is a timely workflow event. Recognizing that a case has reached a particular stage can help downstream teams prepare without waiting for someone to enter a timestamp or make a phone call. This connects computer vision to operational coo

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  20. Unite.AI

    Anthropic 在新加坡开设办公室并与新加坡政府签署 MOU

    Anthropic 在新加坡开设亚太第五个办公室,并与新加坡数字发展与信息部签署 MOU,合作覆盖 AI 安全、安全与模型评估、AI 采用影响研究及公私部门负责任采用。新加坡在 Claude.ai 使用量相对人口排名 121 个国家中第二,GovTech Singapore 逾 1,500 名工程师使用 Claude Code,Grab 用 Claude 驱动销售助手 BriX,每季度为销售团队节省约 40,000 小时。

    gement and technological progress. Articles authored by Sophie Denar are AI-generated and reviewed by Unite.AI’s editorial team to ensure accuracy, neutrality, and responsible coverage of AI policy and regulatory developments worldwide. Discover More Google Pledges Frontier Models and Compute to European Scientists; VitVio Partners With UCK Gdańsk to Bring 3D Operating Room AI to Poland; Danaher and NVIDIA Partner to Integrate AI Into Scientific Instruments; Chainguard Introduces Harness for Fro

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