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星期一

  1. MarkTechPost

    NVIDIA 发布开放智能体安全平台,OpenShell 沙箱搭配 BlueField-4 上的 Sentry

    NVIDIA 发布 NVIDIA Open Agent Safety Platform,将 OpenShell 安全运行时与运行在 BlueField-4 DPU 上的带外看门狗 NVIDIA Sentry 组合,核心思路是安全控制不放在被管控的智能体内部。OpenShell 采用 Apache 2.0 许可,可安装在 Linux、macOS(Apple Silicon)或 Windows WSL 2,仓库仍标注为 alpha;Sentry 通过 NVIDIA DOCA 检查智能体的请求与响应,提供可验证遥测、身份校验和对数据、工具与 API 的零信任访问。NVIDIA 称已有超过 100 家机构参与,Anthropic、Salesforce、SAP、Red Hat、SUSE 和 Canonical 等已做集成,该工作归入由 Linux Foundation 治理的 Open Secure AI Alliance。

    er offers an equivalent hardware watchdog. NVIDIA says over 100 organizations work with the platform. Anthropic integrated Claude Managed Agents with OpenShell and BlueField. SpaceXAI uses it for Cursor coding agents and Grok models. Salesforce connected OpenShell to Slack for approving agent permission requests. SAP is embedding OpenShell in the Joule Studio runtime. Red Hat, SUSE and Canonical are integrating it into their operating systems. The effort feeds the Open Secure AI Alliance , gover

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  2. Wired AI

    Nvidia 将智能体安全沙箱 OpenShell 正式发布,并推出 Sentry 平台

    Nvidia 将面向 AI 智能体的安全沙箱 OpenShell 从 GTC 大会首次公布推进到面向所有用户正式发布,该框架把智能体活动隔离在操作系统内核中。Nvidia 同时推出新软件平台 Sentry,作为芯片上的隔离安全域持续监控长时间运行的智能体,可隔离试图越界的智能体,并计划与 Arm、Intel 合作使其支持 x86 架构。两者被纳入开源框架 Open Agent Safety Platform,Nvidia 称 Anthropic、Microsoft、Mistral、Hugging Face 等数十家公司参与合作,Salesforce、Scale AI、SAP 确认不同程度集成 OpenShell,但 OpenAI 未出现在名单中。

    ens of other tech companies, including Anthropic, Cisco, CoreWeave, CrowdStrike, Dell Technologies, Hugging Face, JPMorganChase, Mistral, Microsoft, and Palantir. Nvidia says SpaceXAI is using the Open Agent Safety Platform for its Cursor agents and Grok models. The company also says Anthropic and Nvidia are “building security into Claude Managed Agents.” Salesforce, Scale AI, and SAP are all confirmed to be integrating OpenShell to some degree. However, it is unclear whether OpenShell has been

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星期五

  1. The Rundown AI

    Meta 在 Connect 2026 为 Muse 智能体推出 Charm 钥匙扣设备与眼镜集成

    Meta 在 Connect 2026 活动上为旗下走红的 Muse 智能体发布多项升级,包括 12 月发货的钥匙扣硬件 Charm、数月内上线的 AI 眼镜集成、实时语音与视频对话,以及可同步语音的 Muse Realtime Avatar。扎克伯格称 Charm 是“与 Muse 对话最快的方式”,眼镜端将提供连 Meta 也无法获取数据的私有处理模式。PayPal、Walmart、Shopify、GitHub 和 Box 等公司已成为 Muse 合作伙伴,此前亚马逊本周早些时候曾阻止其访问。

    adiators. If the infra holds up, Google envisions laser-linked satellite clusters, each carrying dozens of TPUs, starting with a two-satellite test in 2027. Alongside Google, SpaceXAI, Blue Origin, and Starcloud are also working on orbital data centers, with SpaceXAI targeting a million-satellite compute network. Why it matters: Data center buildouts have been anything but smooth, with communities pushing back over noise, grid strain, and rising energy bills. If Google or a rival cracks orbital

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星期四

  1. Anthropic News精选

    Anthropic 推出生命科学验证计划 LSVP

    Anthropic 推出生命科学验证计划(LSVP),让生命科学从业者通过验证后使用 Mythos、Opus 和 Sonnet 模型,并获得比通用模型更宽松的生物相关工作权限。计划分 Standard Use 和 High-risk Use 两类授权,前者面向团队、每年续期,后者针对单个研究项目、每六个月续期,并移除所有阻断生命科学请求的防护。该计划目前以 beta 形式面向团队和机构开放,暂不支持个人版和第三方平台,且不适用于启用 BAA 的组织。

    Introducing the Life Sciences Verification Program

    ences research teams. For organizations that qualify, we are also working to understand how LSVP can integrate with features from our Enterprise Frontier Safeguards (EFS) systems. Xaira is making biology more computable, generating biological data at unprecedented scale and building foundation models of cell, protein and disease biology that turn it into the next generation of life-changing medicines. We’re excited to put Anthropic's frontier models to work across our drug discovery engine, and

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星期四

  1. Hugging Face

    Hugging Face 用 Gradio Workflow 重建 AUTOMATIC1111

    Hugging Face 发布 Workflow1111,用 Gradio Workflow 的节点画布重建 AUTOMATIC1111 的十一条图像管线,共 73 个节点,其中 32 个是 fn 节点、22 个完全在本地进程内运行。画布上的每个输出节点都会自动生成 REST 端点,Workflow1111 暴露了 /image、/png_info 等九个接口,开启 mcp_server=True 后这些端点同时成为 MCP 工具,可供 Claude Code、Cursor 等客户端调用。模型调用默认走 Inference Providers 或 Hub 上的 Space,因此无需自备 GPU 即可运行,也可把 fn 节点绑定到本地 checkpoint 用自己的 GPU 执行。

    ws you can get running in about a minute each. Whatever you build, post it on X and tag @gradio . We'd be happy to amplify your workflows. Models mentioned in this article 8 MiniMaxAI/MiniMax-H3 Qwen/Qwen2.5-VL-7B-Instruct Qwen/Qwen3-4B-Instruct-2507 Wan-AI/Wan2.2-I2V-A14B black-forest-labs/FLUX.1-Kontext-dev facebook/detr-resnet-50 google/vit-base-patch16-224 Spaces mentioned in this article 4 FastH3 Preview 4-step MiniMax-H3 — video with a matching soundtrack BRIA RMBG 2.0 remove background fr

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星期三

  1. Google Developers Blog精选

    Google 发布 ADK for Kotlin 1.0,面向 Kotlin 与 Android 的生产级 AI 智能体开发工具

    Google 发布 Agent Development Kit(ADK)for Kotlin 1.0 正式版,功能与 ADK 1.0 Core 完全对齐,并面向 Android 提供端侧扩展。该版本支持层级多智能体、上下文压缩、Human-in-the-loop 确认流程、会话恢复,以及通过 @Tool 和 @Param 注解自动生成工具 schema,同时集成 Vertex AI 的会话、RAG 记忆与 Memory Bank 服务。Android 侧可用 LiteRT-LM 和 ML Kit(beta)运行端侧智能体,通过 Firebase AI Logic 编排混合云工作流,并用 Room 与 AppSearch 持久化智能体状态。

    active agent interactions across user sessions; First-party Java interoperability: Call ADK Kotlin agents directly from existing Java applications; Enterprise Agent Platform (VertexAI) integration: VertexAiSessionService, VertexAiRagMemoryService, VertexAiMemoryBankService ⛑️ Example of a database incident response agent Let's take ADK for Kotlin 1.0 for a spin, and build an incident triage & diagnostics agent that investigates production database alerts. Our agent will take advantage of ADK fun

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  2. OpenRouter:Announcements

    OpenRouter 推出美国区域路由,与 EU 路由形成端到端数据驻留

    OpenRouter 在去年 10 月上线的 EU 路由之外新增美国 In-Region Routing,请求发往 us.openrouter.ai 后在美国境内解密,并只路由到美国境内的供应商端点,eu.openrouter.ai 对欧盟同理。API key、请求体和模型 ID 不变,供应商偏好、回退和隐私设置沿用账户配置;若区域内没有可服务该模型的供应商,请求会返回 404 而不会路由到区域外。该功能面向 Business 和 Enterprise 套餐,可用模型包括 GPT-5.6、Claude Opus 5、Gemini 3.6 Flash、Grok 4.6、DeepSeek V4 Pro、Kimi K3、GLM 5.2 等,GLM 5.2 也可在 EU 路由下由 Mistral 的欧盟数据中心提供。

    In-Region Routing: Keep your data in the US or EU

    using a model from a lab based in the US or EU doesn’t guarantee that a data center in that region serves the request. At global endpoints, models from OpenAI, Anthropic, Google, xAI, Meta, NVIDIA, Thinking Machines, or Mistral can run anywhere the provider serving the request operates. A data residency review asks where your request was decrypted and where inference ran, so a US team using GPT-5.6, Claude Opus 5, or Gemini 3.6 Flash on a global endpoint can still fail a compliance review. Open

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