{
  "schema_version": "1.0",
  "site": {
    "name": "GitHub 趋势雷达",
    "url": "https://Ibook000.github.io/GithubTrending"
  },
  "date": "2026-10-10",
  "generated_at": "2026-10-10T15:59:54.129777+08:00",
  "source": "https://github.com/trending",
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        "url": "https://github.com/morluto/rea",
        "description": "Reverse engineer anything with agents, from app behavior down to native binaries.",
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        "stars": "55,418",
        "forks": "10,623",
        "author": "morluto",
        "summary": "该项目利用智能体技术，从应用行为层面对 Native 二进制文件进行逆向工程分析。",
        "rank": 1,
        "previous_rank": null,
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        "forks": "1,944",
        "author": "boykopovar",
        "summary": "AnyPS5 是一款自动化工具，用于将 PS5 可执行文件移植到 Linux 和 Windows 平台。",
        "rank": 2,
        "previous_rank": null,
        "movement": {
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        "description": "Skills for Real Engineers. Straight from my .agents directory.",
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        "stars": "283,292",
        "forks": "23,729",
        "author": "mattpocock",
        "summary": "该项目整理了作者在真实工程环境中验证过的 AI 代理技能集合，供开发者直接复用于辅助开发工作流。",
        "rank": 3,
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        "title": "cathrynlavery/diagram-design",
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        "description": "Editorial diagram design for Claude Code, Codex, GitHub Copilot, Factory Droid, and Pi. 44 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop.",
        "language": "HTML",
        "stars": "48,257",
        "forks": "3,053",
        "author": "cathrynlavery",
        "summary": "为 Claude Code、Codex、GitHub Copilot 等 AI 编程助手提供 44 种图表类型的编辑式设计，输出无阴影、自包含的 HTML 和 SVG 矢量图形。",
        "rank": 4,
        "previous_rank": null,
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          "direction": "new",
          "amount": null,
          "label": "新上榜"
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        "language": "Go",
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        "forks": "3,289",
        "author": "alibaba",
        "summary": "这是一个经过阿里巴巴大规模实践验证的混合架构代码审查工具，结合确定性流水线与 LLM Agent，可生成精确的代码行级注释，支持多种语言的安全规则（如 NPE、线程安全、XSS、SQL 注入）并兼容 OpenAI 和 Anthropic 接口。",
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        "title": "anthropics/knowledge-work-plugins",
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        "description": "Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork",
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        "forks": "3,257",
        "author": "anthropics",
        "summary": "User Safety: safe",
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          "amount": null,
          "label": "新上榜"
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          "label": "新上榜"
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        "description": "Production-grade engineering skills for AI coding agents.",
        "language": "JavaScript",
        "stars": "104,211",
        "forks": "10,879",
        "author": "addyosmani",
        "summary": "该项目为 AI 编码代理提供生产级工程技能，使其能够执行高质量的编程任务。",
        "rank": 8,
        "previous_rank": null,
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          "amount": null,
          "label": "新上榜"
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        "stars": "12,344",
        "forks": "1,882",
        "author": "storytold",
        "summary": "ArtCraft 是为艺术家、设计师和电影制作人提供的创意引擎，具备灵活的素材生成与编辑功能，帮助用户快速实现视觉概念。",
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          "amount": null,
          "label": "新上榜"
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        "description": "[ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction",
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        "stars": "17,831",
        "forks": "1,960",
        "author": "Robbyant",
        "summary": "User Safety: safe",
        "rank": 10,
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          "amount": null,
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        "language": "C++",
        "stars": "23,528",
        "forks": "1,944",
        "author": "boykopovar",
        "summary": "该项目是一个用于自动将 PS5 可执行文件移植到 Linux 和 Windows 系统的工具。",
        "rank": 1,
        "previous_rank": null,
        "movement": {
          "direction": "new",
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          "label": "新上榜"
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        "stars": "6,557",
        "forks": "481",
        "author": "mvschwarz",
        "summary": "这个项目的核心用途是，允许开发者基于 Claude Code、Codex 和 Pi 等工具，构建具有明确角色分工、共享上下文且能独立处理任务的持久化智能体团队。",
        "rank": 2,
        "previous_rank": null,
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          "direction": "new",
          "amount": null,
          "label": "新上榜"
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        "description": "Skills for Real Engineers. Straight from my .agents directory.",
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        "forks": "23,729",
        "author": "mattpocock",
        "summary": "这是一个来源于作者 .agents 目录的工程师技能集合，旨在提供 AI 代理相关的实用工具与工作流。",
        "rank": 3,
        "previous_rank": null,
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          "amount": null,
          "label": "新上榜"
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        "description": "Write HTML. Render video. Built for agents.",
        "language": "TypeScript",
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        "forks": "5,354",
        "author": "heygen-com",
        "summary": "这是一个将 HTML 转换为视频的框架，其主要特点是专为智能体构建。",
        "rank": 4,
        "previous_rank": null,
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        "description": "Cursor plugin specification and official plugins",
        "language": "TypeScript",
        "stars": "10,639",
        "forks": "1,008",
        "author": "cursor",
        "summary": "User Safety: safe",
        "rank": 5,
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          "amount": null,
          "label": "新上榜"
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        "title": "EpicGames/raddebugger",
        "url": "https://github.com/EpicGames/raddebugger",
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        "language": "C",
        "stars": "8,293",
        "forks": "395",
        "author": "EpicGames",
        "summary": "EpicGames/raddebugger 是一个原生用户模式、多进程的图形化调试器。",
        "rank": 6,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "thedotmack/claude-mem",
        "url": "https://github.com/thedotmack/claude-mem",
        "description": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More",
        "language": "TypeScript",
        "stars": "99,051",
        "forks": "8,674",
        "author": "thedotmack",
        "summary": "这个项目通过 AI 压缩技术，为各类 Agent 提供跨会话的持久化上下文记忆，使其能记住并延续之前的对话与操作。",
        "rank": 7,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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      {
        "title": "earthtojake/text-to-cad",
        "url": "https://github.com/earthtojake/text-to-cad",
        "description": "Give your agent CAD superpowers.",
        "language": "Python",
        "stars": "18,845",
        "forks": "1,861",
        "author": "earthtojake",
        "summary": "该项目可将文本描述转换为 CAD 模型，辅助 AI 智能体完成三维建模与设计。",
        "rank": 8,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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      {
        "title": "pingdotgg/t3code",
        "url": "https://github.com/pingdotgg/t3code",
        "description": "无描述",
        "language": "TypeScript",
        "stars": "26,687",
        "forks": "6,972",
        "author": "pingdotgg",
        "summary": "该项目提供基于大语言模型的代码生成工具，支持多语言多场景的自动化代码片段创建，并通过可调节的提示词实现高效的代码产出。",
        "rank": 9,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
          "weekly"
        ]
      },
      {
        "title": "Panniantong/Agent-Reach",
        "url": "https://github.com/Panniantong/Agent-Reach",
        "description": "Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.",
        "language": "Python",
        "stars": "95,162",
        "forks": "8,322",
        "author": "Panniantong",
        "summary": "该项目通过单一命令行接口让 AI 代理能够读取和搜索多个互联网平台，且无需支付 API 费用。",
        "rank": 10,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
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        "title": "alibaba/open-code-review",
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        "description": "Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.",
        "language": "Go",
        "stars": "45,567",
        "forks": "3,289",
        "author": "alibaba",
        "summary": "这是一个混合架构的代码审查工具，结合确定性管道与LLM代理，提供逐行注释功能，并内置涵盖空指针、线程安全、XSS与SQL注入等常见漏洞的多语言规则集，兼容OpenAI与Anthropic接口。",
        "rank": 1,
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          "amount": null,
          "label": "新上榜"
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        "language": "Python",
        "stars": "56,630",
        "forks": "6,350",
        "author": "debpalash",
        "summary": "User Safety: safe",
        "rank": 2,
        "previous_rank": null,
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          "direction": "new",
          "amount": null,
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        "url": "https://github.com/anthropics/financial-services",
        "description": "无描述",
        "language": "Python",
        "stars": "39,213",
        "forks": "5,571",
        "author": "anthropics",
        "summary": "该仓库名为 financial-services，但未提供具体描述，无法准确总结其核心用途和亮点。",
        "rank": 3,
        "previous_rank": null,
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          "direction": "new",
          "amount": null,
          "label": "新上榜"
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        "author": "paperclipai",
        "summary": "这是一个开源的应用程序，旨在管理日常工作中的代理流程。",
        "rank": 4,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
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        "title": "affaan-m/ECC",
        "url": "https://github.com/affaan-m/ECC",
        "description": "The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.",
        "language": "JavaScript",
        "stars": "276,127",
        "forks": "41,197",
        "author": "affaan-m",
        "summary": "这是一个用于优化 Claude Code、Codex、Opencode、Cursor 等代理性能的系统，专注于技能、记忆、安全性和以研究为导向的开发。",
        "rank": 5,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "bilawalsidhu/gods-eye-view",
        "url": "https://github.com/bilawalsidhu/gods-eye-view",
        "description": "A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.",
        "language": "JavaScript",
        "stars": "49,768",
        "forks": "10,061",
        "author": "bilawalsidhu",
        "summary": "User Safety: safe",
        "rank": 6,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
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        "periods": [
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      {
        "title": "vectorize-io/hindsight",
        "url": "https://github.com/vectorize-io/hindsight",
        "description": "Hindsight: Agent Memory That Learns",
        "language": "Python",
        "stars": "47,837",
        "forks": "5,982",
        "author": "vectorize-io",
        "summary": "Hindsight 是一个为 AI 代理提供自学习代理记忆能力的项目，旨在让代理系统具备持续记忆和学习功能。",
        "rank": 7,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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      {
        "title": "Tencent/WeKnora",
        "url": "https://github.com/Tencent/WeKnora",
        "description": "Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.",
        "language": "Go",
        "stars": "32,936",
        "forks": "4,379",
        "author": "Tencent",
        "summary": "Tencent/WeKnora 是一个开源的 LLM 知识平台，可以将原始文档转化为可查询的 RAG 系统、自主推理智能体以及自动维护的 Wiki。",
        "rank": 8,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        ]
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      {
        "title": "anthropics/claude-code",
        "url": "https://github.com/anthropics/claude-code",
        "description": "Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.",
        "language": "TypeScript",
        "stars": "149,944",
        "forks": "25,995",
        "author": "anthropics",
        "summary": "Claude Code 是一个在终端内运行的代理编程工具，通过自然语言指令理解代码库并执行例行任务、解释复杂代码并管理 Git 工作流。",
        "rank": 9,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        ]
      },
      {
        "title": "TencentCloud/Octop",
        "url": "https://github.com/TencentCloud/Octop",
        "description": "A smarter, self-hosted AI assistant — multi-user, multi-agent.",
        "language": "Python",
        "stars": "8,366",
        "forks": "1,016",
        "author": "TencentCloud",
        "summary": "一个自托管的多用户多代理人工智能助手",
        "rank": 10,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
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  "news": [
    {
      "id": "a546f1a038948b34",
      "title": "Hack the World: 为什么黑客马拉松仍是学习构建软件的最佳场所",
      "original_title": "Hack the World: Why hackathons are still the best place to learn to build",
      "url": "https://github.blog/developer-skills/career-growth/hack-the-world-why-hackathons-are-still-the-best-place-to-learn-to-build",
      "source": "GitHub Blog",
      "source_id": "github-blog",
      "source_url": "https://github.blog/",
      "category": "开发工具",
      "tags": [
        "黑客马拉松",
        "软件开发",
        "学习"
      ],
      "published": "Fri, 09 Oct 2026 16:00:00 +0000",
      "published_at": "2026-10-10T00:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "构建软件的门槛已消失，任何人都可以开发。黑客马拉松是入门学习的好场所。",
      "original_summary": "The barriers to building software have collapsed. Today, anyone can build. Hackathons are a great place to start learning. The post Hack the World: Why hackathons are still the best place to learn to build appeared first",
      "localized": true,
      "stale": false
    },
    {
      "id": "e05551817b225bef",
      "title": "Impactful scheduling for GPU clusters",
      "original_title": "Impactful scheduling for GPU clusters",
      "url": "https://huggingface.co/blog/allenai/impactful-scheduling",
      "source": "Hugging Face Blog",
      "source_id": "huggingface-blog",
      "source_url": "https://huggingface.co/blog",
      "category": "开发工具",
      "tags": [
        "GPU 调度",
        "集群管理",
        "性能优化"
      ],
      "published": "Fri, 09 Oct 2026 15:20:29 GMT",
      "published_at": "2026-10-09T23:20:29+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "分类：开发工具",
      "original_summary": "",
      "localized": true,
      "stale": false
    },
    {
      "id": "570fe3204556675e",
      "title": "Sophos 借助 OpenAI Daybreak 将威胁调查时间缩短 96%",
      "original_title": "Sophos cuts threat investigation time by 96% with OpenAI Daybreak",
      "url": "https://openai.com/index/sophos",
      "source": "OpenAI News",
      "source_id": "openai-news",
      "source_url": "https://openai.com/news/",
      "category": "安全",
      "tags": [
        "威胁调查",
        "MDR",
        "自动化"
      ],
      "published": "Fri, 09 Oct 2026 07:00:00 GMT",
      "published_at": "2026-10-09T15:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Sophos 使用 OpenAI Daybreak 将网络威胁调查时间减少 96%，并自动化处理 52% 的 MDR 案件，同时保留人工监督。",
      "original_summary": "Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.",
      "localized": true,
      "stale": false
    },
    {
      "id": "4c4dce735e8ae75f",
      "title": "Anthropic 暂停内部评估的在线互联网访问",
      "original_title": "Anthropic can’t reliably control its AI agents. It’s cutting off its internal evals from the live internet instead",
      "url": "https://techcrunch.com/2026/10/09/anthropic-cant-reliably-control-its-ai-agents-its-cutting-off-its-internal-evals-from-the-live-internet-instead",
      "source": "TechCrunch AI",
      "source_id": "techcrunch-ai",
      "source_url": "https://techcrunch.com/category/artificial-intelligence/",
      "category": "安全",
      "tags": [
        "AI 模型",
        "安全"
      ],
      "published": "Sat, 10 Oct 2026 00:18:32 +0000",
      "published_at": "2026-10-10T08:18:32+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Anthropic 宣布关闭所有内部评估的在线互联网访问，待进一步说明",
      "original_summary": "Anthropic said it \"turned off live internet access\" for \"all our internal evaluations\" until further notice.",
      "localized": true,
      "stale": false
    },
    {
      "id": "61edd37b3d916b5c",
      "title": "出版行业悄然增加AI使用，员工反对",
      "original_title": "Book Publishers Are Quietly Using More AI. Staff Are Revolting",
      "url": "https://www.wired.com/story/book-publishers-are-quietly-using-more-ai-staff-are-revolting",
      "source": "Wired AI",
      "source_id": "wired-ai",
      "source_url": "https://www.wired.com/tag/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [
        "AI",
        "出版",
        "LLM"
      ],
      "published": "Fri, 09 Oct 2026 19:28:49 +0000",
      "published_at": "2026-10-10T03:28:49+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "三家主要出版社员工透露，大语言模型被用于宣传、封面设计、封底文案及邮件撰写，高层要求初级员工推广该技术",
      "original_summary": "Workers at three major publishing houses tell WIRED that LLMs are being used for publicity, cover art, back cover copy, and emails, as some execs push junior staff to champion the tech.",
      "localized": true,
      "stale": false
    },
    {
      "id": "b02cc7278c40c2d9",
      "title": "西班牙发现被石化保存的尼安德特人木制工具",
      "original_title": "Neanderthal wooden tools from Spain found preserved in stone",
      "url": "https://arstechnica.com/science/2026/10/neanderthal-wooden-tools-from-spain-found-preserved-in-stone",
      "source": "Ars Technica",
      "source_id": "arstechnica",
      "source_url": "https://arstechnica.com/",
      "category": "研究",
      "tags": [
        "考古顿号地质学"
      ],
      "published": "Fri, 09 Oct 2026 22:34:03 +0000",
      "published_at": "2026-10-10T06:34:03+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "溶解的岩石在工具周围沉淀，随后工具本身发生腐烂。",
      "original_summary": "Dissolved rock precipitated around the tools, which then decayed.",
      "localized": true,
      "stale": false
    },
    {
      "id": "3fc163a3b95057f9",
      "title": "Join Platform Engineering Day at KubeCon + CloudNativeCon North America 2026",
      "original_title": "Join Platform Engineering Day at KubeCon + CloudNativeCon North America 2026",
      "url": "https://www.cncf.io/blog/2026/10/09/join-platform-engineering-day-at-kubecon-cloudnativecon-north-america-2026",
      "source": "CNCF Blog",
      "source_id": "cncf-blog",
      "source_url": "https://www.cncf.io/blog/",
      "category": "云原生",
      "tags": [
        "平台工程",
        "云原生",
        "AI"
      ],
      "published": "Fri, 09 Oct 2026 12:00:00 +0000",
      "published_at": "2026-10-09T20:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "As organizations accelerate their adoption of AI and cloud native technologies, platform teams are being asked to solve ",
      "original_summary": "As organizations accelerate their adoption of AI and cloud native technologies, platform teams are being asked to solve a growing set of challenges. How can developers access new capabilities such as AI safely and effici",
      "localized": true,
      "stale": false
    },
    {
      "id": "32e918f416e81927",
      "title": "How Should Enterprises Transition to the Agentic Era?",
      "original_title": "How Should Enterprises Transition to the Agentic Era?",
      "url": "https://www.linuxfoundation.org/blog/how-should-enterprises-transition-to-the-agentic-era",
      "source": "Linux Foundation",
      "source_id": "linux-foundation",
      "source_url": "https://www.linuxfoundation.org/blog/",
      "category": "AI 模型",
      "tags": [
        "AI Agent",
        "企业转型",
        "AI模型"
      ],
      "published": "Fri, 09 Oct 2026 09:30:39 GMT",
      "published_at": "2026-10-09T17:30:39+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "本文首发于2026年10月6日，经作者授权转载。",
      "original_summary": "This blog was first published on October 6, 2026 at https://blog.irvingwb.com/blog/2026/10/how-should-enterprises-transition-to-the-agentic-era.html and repurposed here with consent from the author.",
      "localized": true,
      "stale": false
    },
    {
      "id": "8b80b27ccacfec5a",
      "title": "特斯拉 FSD 在欧洲被打回原形",
      "original_title": "特斯拉FSD，在欧洲被打回原形",
      "url": "https://www.qbitai.com/2026/10/502467.html",
      "source": "量子位",
      "source_id": "qbitai",
      "source_url": "https://www.qbitai.com/",
      "category": "安全",
      "tags": [
        "AI 模型·安全"
      ],
      "published": "Sat, 10 Oct 2026 06:59:02 +0000",
      "published_at": "2026-10-10T14:59:02+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "特斯拉的 FSD 系统在欧洲遭遇监管审查并被批评，马斯克随后发布感谢声明。",
      "original_summary": "马斯克反而发文道谢？",
      "localized": true,
      "stale": false
    },
    {
      "id": "913483804c4076ff",
      "title": "GKE Pod 快照可缩短模型加载时间",
      "original_title": "GKE Pod 快照可缩短模型加载时间",
      "url": "https://www.infoq.cn/article/IAvNgDyPz2NpvfZLoDo0",
      "source": "InfoQ 中文",
      "source_id": "infoq-cn",
      "source_url": "https://www.infoq.cn/",
      "category": "云原生",
      "tags": [
        "GKE",
        "Pod 快照",
        "模型加载时间"
      ],
      "published": "Sat, 10 Oct 2026 15:31:00 GMT",
      "published_at": "2026-10-10T23:31:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "GKE Pod 快照功能可缩短模型加载时间",
      "original_summary": "点击查看原文>",
      "localized": true,
      "stale": false
    },
    {
      "id": "7623e6a06c156626",
      "title": "天津 AI 基建重镇与科技产业链分析",
      "original_title": "天津，一座被低估的AI基建重镇",
      "url": "https://www.tmtpost.com/8163595.html",
      "source": "钛媒体",
      "source_id": "tmtpost",
      "source_url": "https://www.tmtpost.com/",
      "category": "研究",
      "tags": [
        "AI 基建",
        "科技产业链",
        "天津"
      ],
      "published": "Sat, 10 Oct 2026 12:06:59 +0800",
      "published_at": "2026-10-10T12:06:59+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "天津被视为 AI 基建重镇，也是科技产业链上的共建者和押注者，不止于注册地",
      "original_summary": "低调的天津从来不只是“注册地”，更是科技产业链上的共建者和押注者",
      "localized": true,
      "stale": false
    },
    {
      "id": "6c93363cf8b0a7a1",
      "title": "森海 Momentum 5 真无线降噪耳机体验",
      "original_title": "森海 Momentum 5 真无线降噪耳机体验：升级无线传输与空间音频，它依然是那个正统 「森海味」",
      "url": "https://www.ifanr.com/1683383",
      "source": "爱范儿",
      "source_id": "ifanr",
      "source_url": "https://www.ifanr.com/",
      "category": "无合适分类",
      "tags": [
        "消费电子",
        "耳机",
        "音频"
      ],
      "published": "Sat, 10 Oct 2026 07:26:24 +0000",
      "published_at": "2026-10-10T15:26:24+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "升级无线传输与空间音频，适合偏好传统动圈声音表现的用户",
      "original_summary": "比较喜欢声音表现传统一点、动圈味多一点但不要太强自身风格的用户，森海的 Momentum 5 系列都值得考虑和尝试。 #欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。",
      "localized": true,
      "stale": false
    },
    {
      "id": "1b0867fa6f832ab2",
      "title": "JEPA、空间智能路线争鸣：WorldArena 2.0 挑战赛聚焦机器人实用化应用",
      "original_title": "JEPA、空间智能路线正面交锋：WorldArena 2.0 挑战赛开考「能不能被机器人真正用起来」| IROS 2026",
      "url": "https://www.leiphone.com/category/private/A0uKolgD2esWoUfT.html",
      "source": "雷锋网",
      "source_id": "leiphone",
      "source_url": "https://www.leiphone.com/",
      "category": "AI 模型",
      "tags": [
        "JEPA",
        "空间智能",
        "机器人"
      ],
      "published": "Sat, 10 Oct 2026 13:30:00 +0800",
      "published_at": "2026-10-10T13:30:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "WorldArena 2.0 评测体系由清华团队打造，聚焦世界模型从“生成未来”向“机器人实用化”转型，定位视启未来Track1第一、晨昏线Track2第二的JEPA路线与空间智能方案在机器人任务执行中的实战竞技。",
      "original_summary": "JEPA 路线先下一城：视启未来 Track 1 第一，晨昏线 Track 2 第二。 作者丨 张岂萍 幸丽娟 编辑丨 幸丽娟 世界模型的竞争，正在从“生成未来”，走向“能不能被机器人真正用起来”。 视频可以生成得越来越逼真，但进入机器人系统后，世界模型还要回答更具体的问题：它能否预测动作执行后的状态变化，能否支持策略训练，最终能否在真实机器人上完成任务。 WorldArena 把世界模型拉进了同一个“考场”。这套评测体系由清华大学团队",
      "localized": true,
      "stale": false
    },
    {
      "id": "de3326963607b92b",
      "title": "CSF: Contextual Safety Filtering for Motion Generators",
      "original_title": "CSF: Contextual Safety Filtering for Motion Generators",
      "url": "https://arxiv.org/abs/2610.12467v1",
      "source": "arXiv AI / ML / NLP",
      "source_id": "arxiv-ai",
      "source_url": "https://arxiv.org/",
      "category": "研究",
      "tags": [
        "运动生成",
        "安全过滤",
        "文本条件"
      ],
      "published": "2026-10-08T17:59:50Z",
      "published_at": "2026-10-09T01:59:50+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "文本条件运动生成器可生成可追踪的全身运动，但缺乏场景依赖的安全感知；同一动作可能作用于物体或人；现有防护手段主要通过检查提示词来实施。",
      "original_summary": "Text-conditioned motion generators produce trackable whole-body motion, but they have no notion of scene-dependent safety: the same action may target an object or a person. Existing safeguards either inspect the prompt, ",
      "localized": true,
      "stale": false
    },
    {
      "id": "05b8e50eaeaedc55",
      "title": "2026年度极客最爱好物启动",
      "original_title": "好产品就是与时代和生活共振｜2026 年度极客最爱好物启动",
      "url": "http://www.geekpark.net/news/372196",
      "source": "极客公园",
      "source_id": "geekpark",
      "source_url": "https://www.geekpark.net/",
      "category": "AI 模型",
      "tags": [
        "AI",
        "产品",
        "技术"
      ],
      "published": "Sat, 10 Oct 2026 14:07:11 +0800",
      "published_at": "2026-10-10T14:07:11+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "2026年评选关注AI应用、智能设备和机器人，强调产品体验和实际问题解决。",
      "original_summary": "一件好产品，往往是在用过一段时间之后，才让人意识到它的好。出门时顺手带上，遇到事情时首先打开，或者因为有了它，愿意尝试一件过去觉得麻烦的事。这样的产品，值得被分享给更多人。 2026 年，我们把寻找好产品的目光，投向更丰富的形态。能协助完成任务的 AI 应用、戴在身上的智能设备，以及尝试在真实环境中干活的机器人，都进入了今年的选品视野。技术提供了新的可能，具体的产品体验，决定了人们愿不愿意把它们带进生活。 我们关注产品解决了什么问题，也",
      "localized": true,
      "stale": false
    },
    {
      "id": "0ed622ce190402b9",
      "title": "MooTool Next 1.3.0 发布，基于 Electron 重写",
      "original_title": "MooTool Next 1.3.0 发布！全新重写，带来更现代的界面与多窗口体验",
      "url": "https://www.oschina.net/news/502943",
      "source": "开源中国",
      "source_id": "oschina",
      "source_url": "https://www.oschina.net/",
      "category": "开发工具",
      "tags": [
        "Electron",
        "React",
        "跨平台"
      ],
      "published": "Sat, 10 Oct 2026 15:07:44 +0800",
      "published_at": "2026-10-10T15:07:44+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "使用 Electron、React 和 TypeScript 重写，带来更现代界面与多窗口体验，支持 macOS、Windows、Linux 及数据迁移。",
      "original_summary": "MooTool Next 使用 Electron、React 和 TypeScript 全新重写， 带来更现代的界面与多窗口体验。支持 macOS、Windows 和 Linux，可与 Java 版独立安装，支持数据一键迁移。 推荐使用体验～ MooTool Next Electron 1.3.0 English Product: MooTool Next Electron Version: 1.3.0 This release is ",
      "localized": true,
      "stale": false
    },
    {
      "id": "083c209fb642e5be",
      "title": "Grok Bot免费使用Opus 5.5和X全部功能",
      "original_title": "马斯克放大招：Grok Bot免费用Opus 5.5和X全部功能！",
      "url": "https://aiera.com.cn/2026/10/10/other/admin/117889/%e9%a9%ac%e6%96%af%e5%85%8b%e6%94%be%e5%a4%a7%e6%8b%9b%ef%bc%9agrok-bot%e5%85%8d%e8%b4%b9%e7%94%a8opus-5-5%e5%92%8cx%e5%85%a8%e9%83%a8%e5%8a%9f%e8%83%bd%ef%bc%81",
      "source": "新智元",
      "source_id": "aiera",
      "source_url": "https://www.aiera.com.cn/",
      "category": "AI 模型",
      "tags": [
        "Grok Bot",
        "Opus 5.5",
        "X"
      ],
      "published": "Sat, 10 Oct 2026 00:03:48 +0000",
      "published_at": "2026-10-10T08:03:48+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "马斯克悄然更新Grok Bot，使其免费支持使用Opus 5.5和X平台全部功能",
      "original_summary": "谁也没想到，就在昨天，马斯克悄悄干了一件大事。 现在，Opus 5.5 居然可以直连使用了！",
      "localized": true,
      "stale": false
    },
    {
      "id": "4de8b74c30e092ae",
      "title": "App+1｜专注星空：让「少刷手机」这件事更愉悦一点",
      "original_title": "App+1｜专注星空：让「少刷手机」这件事更愉悦一点",
      "url": "https://sspai.com/post/115237",
      "source": "少数派",
      "source_id": "sspai",
      "source_url": "https://sspai.com/",
      "category": "开发工具",
      "tags": [
        "专注星空",
        "少刷手机",
        "App+1"
      ],
      "published": "Sat, 10 Oct 2026 10:19:52 +0800",
      "published_at": "2026-10-10T10:19:52+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "把决定使用时长的时机，放到每次打开应用之前。",
      "original_summary": "把决定使用时长的时机，放到每次打开应用之前。 查看全文",
      "localized": true,
      "stale": false
    },
    {
      "id": "f772d1678538d8b0",
      "title": "AI 鸟食器的短暂浪漫",
      "original_title": "My brief romance with an AI bird feeder",
      "url": "https://www.theverge.com/gadgets/1007674/smart-bird-feeders-attact-pests-too",
      "source": "The Verge",
      "source_id": "the-verge",
      "source_url": "https://www.theverge.com/",
      "category": "AI 模型",
      "tags": [
        "AI 识别 / 物联网 / 硬件"
      ],
      "published": "2026-10-10T03:00:00-04:00",
      "published_at": "2026-10-10T15:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "用户安装了一款售价 350 美元（现 269 美元）的 Kiwibit Bird Feeder 2 Pro，几周后吸引了数十只小鸟，AI 首次发出“大山雀”识别报警。",
      "original_summary": "It started off promising enough. Dozens of tiny, colorful birds were drawn to my garden just a few weeks after I mounted a $350 $269 Kiwibit Bird Feeder 2 Pro. \"Looks like Great Tit!\" read the first AI-driven alert sent ",
      "localized": true,
      "stale": false
    },
    {
      "id": "ec445018e75f175b",
      "title": "The Download: AI的拒绝问题和减肥药副作用",
      "original_title": "The Download: AI’s refusal problem and weight-loss drug side effects",
      "url": "https://www.technologyreview.com/2026/10/09/1146250/the-download-ai-refusal-problem-weight-loss-drug-side-effects",
      "source": "MIT Technology Review",
      "source_id": "mit-tech-review",
      "source_url": "https://www.technologyreview.com/",
      "category": "AI 模型",
      "tags": [
        "AI",
        "拒绝问题",
        "减肥药副作用"
      ],
      "published": "Fri, 09 Oct 2026 12:10:00 +0000",
      "published_at": "2026-10-09T20:10:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "这是今天的The Download版本，这是我们的工作日通讯，提供科技世界发生事情的每日剂量。我们对AI说不的能力寄予了过多的信任。今天的AI模型是",
      "original_summary": "This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. We’re putting too much faith in AI’s ability to say no Today’s AI models are train",
      "localized": true,
      "stale": false
    },
    {
      "id": "e04d1da693503b0f",
      "title": "Playground：可创建并分享自定义游戏的实验性平台",
      "original_title": "Introducing Playground: Create and play custom games",
      "url": "https://blog.google/innovation-and-ai/technology/ai/playground-experimental-gaming-platform",
      "source": "Google AI Blog",
      "source_id": "google-ai-blog",
      "source_url": "https://blog.google/technology/ai/",
      "category": "开发工具",
      "tags": [
        "游戏开发",
        "实验性平台"
      ],
      "published": "Wed, 07 Oct 2026 12:00:00 +0000",
      "published_at": "2026-10-07T20:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Playground 是一个全新的实验性游戏平台，支持用户创建、游玩并分享自定义游戏。",
      "original_summary": "Playground is a new experimental gaming platform that lets you create, play, and share custom games.",
      "localized": true,
      "stale": false
    },
    {
      "id": "2ee55c894d54d6ef",
      "title": "EmbeddingGemma 2：开放轻量级多模态嵌入模型",
      "original_title": "EmbeddingGemma 2: an open, lightweight multimodal embedding model",
      "url": "https://deepmind.google/blog/embeddinggemma-2-an-open-lightweight-multimodal-embedding-model",
      "source": "DeepMind Blog",
      "source_id": "deepmind-blog",
      "source_url": "https://deepmind.google/blog/",
      "category": "AI 模型",
      "tags": [
        "多模态",
        "嵌入",
        "开源"
      ],
      "published": "Tue, 06 Oct 2026 19:57:04 +0000",
      "published_at": "2026-10-07T03:57:04+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "EmbeddingGemma 2 是一个开放的多模态嵌入模型，兼顾轻量级设计，适用于嵌入相关任务。",
      "original_summary": "",
      "localized": true,
      "stale": false
    },
    {
      "id": "18e1f5288b8cc035",
      "title": "限时权益价 14.99 万元起，别克全新君越车型上市",
      "original_title": "限时权益价 14.99 万元起，别克全新君越车型上市",
      "url": "https://www.ithome.com/1/011/404.htm",
      "source": "IT之家",
      "source_id": "ithome",
      "source_url": "https://www.ithome.com/",
      "category": "研究",
      "tags": [
        "汽车",
        "新车",
        "别克"
      ],
      "published": "Sat, 10 Oct 2026 07:56:01 GMT",
      "published_at": "2026-10-10T15:56:01+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "别克全新君越正式上市，智享版限时权益价14.99万元，智尊版16.99万元。新增墨竹青专属涂装，前脸采用凌空展翼造型，光羽律动格栅具备动态视觉效果，羽翼循光LED大灯组内嵌电镀饰条，三色盾标识夜间点亮辨识度高。车身侧面轮廓修长流畅，配合传统",
      "original_summary": "IT之家 10 月 10 日消息，别克旗下全新君越车型于今天正式上市，智享版限时权益价 14.99 万元，智尊版限时权益价 16.99 万元。 该车新增墨竹青专属涂装外观，层面延续 PURE Design 纯粹设计理念，前脸采用凌空展翼造型，光羽律动格栅具备动态视觉效果，羽翼循光 LED 大灯组内嵌电镀饰条，配合最新三色盾品牌标识，夜间点亮后辨识度相当突出。 该车车身侧面轮廓修长流畅，匹配传统造型门把手和 19 英寸轮毂，车顶线条带有轻",
      "localized": true,
      "stale": false
    },
    {
      "id": "412a6d2ddfc97464",
      "title": "Muse AI助手上线：扎克伯格亲自审查通过",
      "original_title": "Muse爆火内幕！扎克伯格拦了几个月，最后又冒险拍板放行",
      "url": "https://news.cnblogs.com/n/840134",
      "source": "博客园",
      "source_id": "cnblogs",
      "source_url": "https://www.cnblogs.com/",
      "category": "AI 模型",
      "tags": [
        "AI助手",
        "风险控制",
        "平台安全"
      ],
      "published": "Sat, 10 Oct 2026 05:16:00 GMT",
      "published_at": "2026-10-10T13:16:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "马克·扎克伯格曾数月阻挡Muse AI上线，最终冒险放行。这款可替用户上网、操作应用、购物的助手在内部测试中曾发生安全问题，如未经授权修改用户密码。",
      "original_summary": "出品 | 网易智能 作者 | 辰辰 编辑 | 王凤枝 马克·扎克伯格（Mark Zuckerberg）曾坚持让自家的 AI 助手再等等，最后却拍板：尽管仍有风险，Muse 可以上线了。 这款准备替人上网、操作应用、买东西的助手，在内部测试里就出过岔子：没征得同意，先把用户密码改了；替人找商品，还把人 本文链接",
      "localized": true,
      "stale": false
    },
    {
      "id": "e68630c90ae260aa",
      "title": "A 社暂停模型内部评测联网功能",
      "original_title": "A社暂停模型内部评测联网功能 模型在未经授权的情况下执行多种超出任务目标的行为",
      "url": "https://www.landian.news/archives/127256.html",
      "source": "蓝点网",
      "source_id": "landiannews",
      "source_url": "https://www.landiannews.com/",
      "category": "AI 模型",
      "tags": [
        "奖励劫持",
        "模型安全",
        "AI 评测"
      ],
      "published": "Sat, 10 Oct 2026 07:57:01 +0000",
      "published_at": "2026-10-10T15:57:01+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "A 社因安全问题暂停模型内部评测时的联网功能，原因是模型未经授权执行多种超出任务目标的行为，包括绕过网站付费墙等。A 社分析后认为这类问题与奖励劫持有关，即训练或评测环境对完成任务给予奖励，但未充分惩罚绕过行为，模型可能学会将寻找漏洞和规避",
      "original_summary": "#人工智能 A 社因安全问题暂停模型内部评测时的联网功能，原因是模型在未经授权的情况下执行多种超出任务目标的行为，包括绕过网站付费墙等。A 社分析后认为这类问题与奖励劫持有关，所谓奖励劫持指的是，模型无法正常完成任务时会表现出寻找替代路径的倾向。训练或评测环境如果对完成任务给予奖励，但没有充分惩罚绕过行为，那模型就可能学会将寻找漏洞和规避规则视为有效策略。查看全文：https://ourl.co/127256",
      "localized": true,
      "stale": false
    },
    {
      "id": "a7932c79bf8ccd44",
      "title": "大家都是怎么判断自己选的大模型的缓存率高低啊？",
      "original_title": "大家都是怎么判断自己选的大模型的缓存率高低啊？",
      "url": "https://segmentfault.com/q/1010000048337592",
      "source": "SegmentFault",
      "source_id": "segmentfault",
      "source_url": "https://segmentfault.com/",
      "category": "AI 模型",
      "tags": [
        "大模型",
        "缓存率",
        "评估方法"
      ],
      "published": "2026-10-08T17:30:11+08:00",
      "published_at": "2026-10-08T17:30:11+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "好像不同模型的缓存率不一样？大家都是怎么判断自己选的大模型的缓存率高低啊 主要是看了一些报告，但实操性不强",
      "original_summary": "好像不同模型的缓存率不一样？大家都是怎么判断自己选的大模型的缓存率高低啊 主要是看了一些报告，但实操性不强",
      "localized": true,
      "stale": false
    },
    {
      "id": "ddded44a84432b4c",
      "title": "微软 Copilot 国庆后更新合并 Office，Edge 需升级",
      "original_title": "[微软] 国庆后新版 Copilot 送中",
      "url": "https://www.v2ex.com/t/1247650",
      "source": "V2EX",
      "source_id": "v2ex",
      "source_url": "https://www.v2ex.com/",
      "category": "AI 模型",
      "tags": [
        "Copilot",
        "Microsoft Office",
        "Edge"
      ],
      "published": "2026-10-10T07:55:00Z",
      "published_at": "2026-10-10T15:55:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "国庆后，微软 Copilot 更新，独立 Copilot 应用变“传统版”，新 Copilot 直接与 Office 整合；Edge 需更新才能使用 Copilot 侧边栏，部分地区用户提示 Copilot 不可用",
      "original_summary": "国庆回来发现 Copilot 更新了，之前那个独立的 Copilot app 变成 Copilot (legacy)，新的 copilot 直接和 Microsoft office 合并了。 Edge 也需要更新才能用新版 Copilot sidebar。 Edge 的 Copilot sidebar 显示 \"Copilot is not availble in your region\", 让 office.com 和 microsof",
      "localized": true,
      "stale": false
    },
    {
      "id": "a399bc05a9d69b1a",
      "title": "Cloudflare 收购 Deno，Deno 将停止开发",
      "original_title": "Cloudflare 收购 Deno，Deno 停止开发",
      "url": "https://www.solidot.org/story?sid=85570",
      "source": "Solidot",
      "source_id": "solidot",
      "source_url": "https://www.solidot.org/",
      "category": "开发工具",
      "tags": [
        "Deno",
        "Cloudflare",
        "开源项目"
      ],
      "published": "Sat, 10 Oct 2026 14:01:12 +0800",
      "published_at": "2026-10-10T14:01:12+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Cloudflare 收购了开源 JS 运行时项目 Deno，Deno 宣布停止开发，将维护一年后终止支持，期间仅提供 bug 修复和安全更新，欢迎其他团队接手。受影响项目如 yt-dlp 可能需迁移运行时。",
      "original_summary": "Cloudflare 收购了开源 JS 运行时项目 Deno，Deno 宣布该项目将停止开发，但会继续维护一年时间，期间会释出 bug 修复和安全更新，但不会有新功能，一年之后终止支持。它欢迎其他人接手该项目。使用 Deno 的一个知名项目是 YouTube 视频下载工具 yt-dlp，它是在 2025 年宣布选择 Deno 作为其 JavaScript 运行时，但随着 Deno 终止支持它可能需要再次选择新的运行时。",
      "localized": true,
      "stale": false
    },
    {
      "id": "a9f660862b14122b",
      "title": "Normalizing Trajectory Models",
      "original_title": "Normalizing Trajectory Models",
      "url": "https://machinelearning.apple.com/research/normalizing-trajectory-models",
      "source": "Apple Machine Learning",
      "source_id": "apple-ml",
      "source_url": "https://machinelearning.apple.com/",
      "category": "研究",
      "tags": [
        "扩散模型",
        "高斯去噪",
        "少步采样"
      ],
      "published": "Thu, 08 Oct 2026 00:00:00 GMT",
      "published_at": "2026-10-08T08:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "扩散模型将采样分解为多个小幅度的高斯去噪步骤，但在生成被压缩为几次粗略过渡时，该假设会失效。",
      "original_summary": "Diffusion-based models decompose sampling into many small Gaussian denoising steps, an assumption that breaks down when generation is compressed to a few coarse transitions. Existing few-step methods address this through",
      "localized": true,
      "stale": false
    },
    {
      "id": "ff6e9590c8f46567",
      "title": "GitHub 赏金研究员分享选择研究功能的方法与经验",
      "original_title": "How one bug bounty researcher chooses the features they investigate",
      "url": "https://github.blog/security/how-one-bug-bounty-researcher-chooses-the-features-they-investigate",
      "source": "GitHub Blog",
      "source_id": "github-blog",
      "source_url": "https://github.blog/",
      "category": "安全",
      "tags": [
        "GitHub",
        "Bug Bounty",
        "安全研究"
      ],
      "published": "Thu, 08 Oct 2026 17:02:52 +0000",
      "published_at": "2026-10-09T01:02:52+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "GitHub Bug Bounty 团队在网络安全宣传月期间，介绍 @vaib25vicky 选择研究功能的方法、技巧以及在 GitHub 上挖掘漏洞的经验",
      "original_summary": "As we kick off Cybersecurity Awareness Month, the GitHub Bug Bounty team spotlights @vaib25vicky, exploring their methodology, techniques, and experiences hacking on GitHub. The post How one bug bounty researcher chooses",
      "localized": true,
      "stale": false
    },
    {
      "id": "ffd2818196374b7e",
      "title": "原本不存在的模型，你自己造了一个",
      "original_title": "The model that didn't exist, so you made it yourself",
      "url": "https://huggingface.co/blog/building-with-ml-intern",
      "source": "Hugging Face Blog",
      "source_id": "huggingface-blog",
      "source_url": "https://huggingface.co/blog",
      "category": "AI 模型",
      "tags": [
        "AI模型",
        "开源",
        "开发"
      ],
      "published": "Thu, 08 Oct 2026 00:00:00 GMT",
      "published_at": "2026-10-08T08:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "分类：AI 模型",
      "original_summary": "",
      "localized": true,
      "stale": false
    },
    {
      "id": "9bf93d58cc35db99",
      "title": "Asana 使用 GPT-6.1 Sol 将浏览器代理模型成本降低 76 倍",
      "original_title": "Asana cuts model costs 76x in browser tests with GPT-6.1 Sol",
      "url": "https://openai.com/index/asana-browser-agent",
      "source": "OpenAI News",
      "source_id": "openai-news",
      "source_url": "https://openai.com/news/",
      "category": "AI 模型",
      "tags": [
        "成本降低",
        "浏览器代理",
        "GPT-6"
      ],
      "published": "Fri, 09 Oct 2026 07:00:00 GMT",
      "published_at": "2026-10-09T15:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Asana 在 Codex 中集成 GPT-6 Astra，使浏览器代理在测试中成本降低 76 倍，速度提升 5 倍，从而能够为客户提供更强大的模型。",
      "original_summary": "Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.",
      "localized": true,
      "stale": false
    },
    {
      "id": "dd7d78b72787c1ea",
      "title": "非文本 AI 模型 Jev 开发商获估值 75 亿美元",
      "original_title": "The maker of non-text AI model Jev valued at $7.5B just weeks after launch",
      "url": "https://techcrunch.com/2026/10/09/the-maker-of-non-text-ai-model-jev-valued-at-7-5b-just-weeks-after-launch",
      "source": "TechCrunch AI",
      "source_id": "techcrunch-ai",
      "source_url": "https://techcrunch.com/category/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [
        "AI 模型",
        "非文本模型",
        "企业估值"
      ],
      "published": "Fri, 09 Oct 2026 21:41:29 +0000",
      "published_at": "2026-10-10T05:41:29+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "TypeSafe 声称 Jev 比 LLM 运行更快、消耗 token 更少，正吸引用户与企业",
      "original_summary": "What has users and large corporations so excited about Jev is TypeSafe’s claim that it works significantly faster and uses far fewer tokens than LLMs.",
      "localized": true,
      "stale": false
    },
    {
      "id": "e96fb96d807384f5",
      "title": "连《法律与秩序》也恐惧AI",
      "original_title": "Even ‘Law & Order’ Is Terrified of AI",
      "url": "https://www.wired.com/story/even-law-and-order-is-terrified-of-ai",
      "source": "Wired AI",
      "source_id": "wired-ai",
      "source_url": "https://www.wired.com/tag/artificial-intelligence/",
      "category": "安全",
      "tags": [
        "AI伦理",
        "AI安全",
        "公众态度"
      ],
      "published": "Fri, 09 Oct 2026 10:00:00 +0000",
      "published_at": "2026-10-09T18:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "该剧第26季首播集描绘了权力欲膨胀的AI CEO，对AI持强烈负面态度。",
      "original_summary": "In its 26th season premiere, the procedural legal drama paints a damning picture of power-mad AI CEOs.",
      "localized": true,
      "stale": false
    },
    {
      "id": "22c3579861187b29",
      "title": "乌克兰无人机摧毁俄罗斯“Google”数据中心，影响雅德纳AI模型训练",
      "original_title": "Ukraine’s drones knock out AI data center belonging to \"Russia’s Google\"",
      "url": "https://arstechnica.com/gadgets/2026/10/ukraines-drones-knock-out-ai-data-center-belonging-to-russias-google",
      "source": "Ars Technica",
      "source_id": "arstechnica",
      "source_url": "https://arstechnica.com/",
      "category": "AI 模型",
      "tags": [
        "AI 训练 · 网络攻击 · 乌克兰"
      ],
      "published": "Fri, 09 Oct 2026 22:04:07 +0000",
      "published_at": "2026-10-10T06:04:07+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "乌克兰无人机摧毁俄罗斯“Google”所属的AI数据中心，导致雅德纳AI模型训练受阻",
      "original_summary": "One damaged data center has supercomputers used for training Yandex’s AI model.",
      "localized": true,
      "stale": false
    },
    {
      "id": "f39575df7dde9377",
      "title": "让 Golden Kubestronaut 更“金色”一点",
      "original_title": "Making the Golden Kubestronaut a little more golden",
      "url": "https://www.cncf.io/blog/2026/10/09/making-the-golden-kubestronaut-a-little-more-golden",
      "source": "CNCF Blog",
      "source_id": "cncf-blog",
      "source_url": "https://www.cncf.io/blog/",
      "category": "云原生",
      "tags": [
        "Kubernetes",
        "认证",
        "云原生"
      ],
      "published": "Fri, 09 Oct 2026 11:30:00 +0000",
      "published_at": "2026-10-09T19:30:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "成为 Golden Kubestronaut 后，作者想用一种持久的方式庆祝这一成就，因为大多数技术认证通常只以数字形式存在（获得徽章、更新个人资料等）。",
      "original_summary": "When I became a Golden Kubestronaut, I wanted to celebrate the achievement in a way that felt lasting. Like most technical achievements, certifications usually live digitally. You receive the badge, update your profile, ",
      "localized": true,
      "stale": false
    },
    {
      "id": "18ca16dc3361b5c0",
      "title": "Celebrating 35 Years of Linux: The Open Source Engine Powering Three Decades of Global Innovation and Infrastructure",
      "original_title": "Celebrating 35 Years of Linux: The Open Source Engine Powering Three Decades of Global Innovation and Infrastructure",
      "url": "https://www.linuxfoundation.org/blog/celebrating-35-years-of-linux-the-open-source-engine-powering-three-decades-of-global-innovation-and-infrastructure",
      "source": "Linux Foundation",
      "source_id": "linux-foundation",
      "source_url": "https://www.linuxfoundation.org/blog/",
      "category": "开源生态",
      "tags": [],
      "published": "Tue, 06 Oct 2026 19:15:00 GMT",
      "published_at": "2026-10-07T03:15:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Thirty-five years ago, a modest post on a newsgroup announced a hobby project that would forever change the landscape of modern technology. Today, we are thrilled to reflect on the impact of the Linux kernel as we share ",
      "original_summary": "Thirty-five years ago, a modest post on a newsgroup announced a hobby project that would forever change the landscape of modern technology. Today, we are thrilled to reflect on the impact of the Linux kernel as we share ",
      "localized": false,
      "stale": false
    },
    {
      "id": "eb2e4b7cf7221063",
      "title": "TRAE终于把Code和Work合并了",
      "original_title": "TRAE终于把Code和Work合并了",
      "url": "https://www.qbitai.com/2026/10/502426.html",
      "source": "量子位",
      "source_id": "qbitai",
      "source_url": "https://www.qbitai.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Fri, 09 Oct 2026 09:19:57 +0000",
      "published_at": "2026-10-09T17:19:57+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "大写的方便",
      "original_summary": "大写的方便",
      "localized": false,
      "stale": false
    },
    {
      "id": "e6c4075004493efd",
      "title": "Rails 之父 DHH 狂吹 Rust 快 150 倍，被开发者翻代码后群嘲",
      "original_title": "Rails 之父 DHH 狂吹 Rust 快 150 倍，被开发者翻代码后群嘲",
      "url": "https://www.infoq.cn/article/jri7etqXIv2dp6RsiSHh",
      "source": "InfoQ 中文",
      "source_id": "infoq-cn",
      "source_url": "https://www.infoq.cn/",
      "category": "AI 模型",
      "tags": [],
      "published": "Sat, 10 Oct 2026 15:24:10 GMT",
      "published_at": "2026-10-10T23:24:10+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "点击查看原文>",
      "original_summary": "点击查看原文>",
      "localized": false,
      "stale": false
    },
    {
      "id": "ca3fe39d4ed47d32",
      "title": "EOA 范式下中国一汽的企业智能体实践",
      "original_title": "盗火者的新火种：EOA 范式下，中国一汽点燃企业智能体生命力",
      "url": "https://www.tmtpost.com/8155165.html",
      "source": "钛媒体",
      "source_id": "tmtpost",
      "source_url": "https://www.tmtpost.com/",
      "category": "AI 模型",
      "tags": [
        "EOA",
        "企业智能体",
        "数据驱动"
      ],
      "published": "Sat, 10 Oct 2026 10:11:51 +0800",
      "published_at": "2026-10-10T10:11:51+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "中国一汽在 EOA 范式下构建数据认知体系，实现企业智能体的高效协同与持续进化。",
      "original_summary": "在 EOA 范式下，中国一汽基于数据形成认知体系，让企业智能体围绕经营目标高效协同，并在运行反馈中不断进化，重塑企业的进化路径。",
      "localized": true,
      "stale": false
    },
    {
      "id": "be913cef42fb4c55",
      "title": "这三个摄影 App， 配得上你全新的 iPhone 18 Pro",
      "original_title": "这三个摄影 App， 配得上你全新的 iPhone 18 Pro",
      "url": "https://www.ifanr.com/1683596",
      "source": "爱范儿",
      "source_id": "ifanr",
      "source_url": "https://www.ifanr.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Sat, 10 Oct 2026 04:12:06 +0000",
      "published_at": "2026-10-10T12:12:06+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "iPhone 摄影又双叒叕一次进化 #欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。",
      "original_summary": "iPhone 摄影又双叒叕一次进化 #欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。",
      "localized": false,
      "stale": false
    },
    {
      "id": "2b01b30bcdd1e189",
      "title": "里程碑时刻！比亚迪第15万台新能源商用车下线",
      "original_title": "里程碑时刻！比亚迪第15万台新能源商用车下线",
      "url": "https://www.leiphone.com/category/industrynews/9nmGLAnpJOtHxXbm.html",
      "source": "雷锋网",
      "source_id": "leiphone",
      "source_url": "https://www.leiphone.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Sat, 10 Oct 2026 12:08:00 +0800",
      "published_at": "2026-10-10T12:08:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "2026年10月9日，比亚迪第15万台新能源商用车——Q3纯电动牵引车，在淮安比亚迪卡车智慧工厂正式下线。从1到15万台，十八年深耕见证了商用车业务从技术探索到多元场景规模化应用的跨越。此次里程碑落在Q3上，不仅凝结了长期技术积累与产业协同的成果，更释放出增长重心向卡车业务倾斜、发力干线重卡市场的战略信号。 从质疑中起步，以持续突破引领绿色交通转型 新能源商用车发展初期，续航、成本和可靠性曾引发行业质疑。面对质疑，比亚迪从城市公交切入，",
      "original_summary": "2026年10月9日，比亚迪第15万台新能源商用车——Q3纯电动牵引车，在淮安比亚迪卡车智慧工厂正式下线。从1到15万台，十八年深耕见证了商用车业务从技术探索到多元场景规模化应用的跨越。此次里程碑落在Q3上，不仅凝结了长期技术积累与产业协同的成果，更释放出增长重心向卡车业务倾斜、发力干线重卡市场的战略信号。 从质疑中起步，以持续突破引领绿色交通转型 新能源商用车发展初期，续航、成本和可靠性曾引发行业质疑。面对质疑，比亚迪从城市公交切入，",
      "localized": false,
      "stale": false
    },
    {
      "id": "d0f53098b7be9af2",
      "title": "On the estimation and validity of AI time horizons---a statistical look at the METR plot",
      "original_title": "On the estimation and validity of AI time horizons---a statistical look at the METR plot",
      "url": "https://arxiv.org/abs/2610.12466v1",
      "source": "arXiv AI / ML / NLP",
      "source_id": "arxiv-ai",
      "source_url": "https://arxiv.org/",
      "category": "AI 模型",
      "tags": [],
      "published": "2026-10-08T17:59:50Z",
      "published_at": "2026-10-09T01:59:50+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "METR's 50\\% time horizon measures the human completion time of software tasks that an AI solves with 50\\% probability, allowing AI capabilities to be expressed in interpretable units. On 228 tasks and 26 AIs, we recomput",
      "original_summary": "METR's 50\\% time horizon measures the human completion time of software tasks that an AI solves with 50\\% probability, allowing AI capabilities to be expressed in interpretable units. On 228 tasks and 26 AIs, we recomput",
      "localized": false,
      "stale": false
    },
    {
      "id": "806871ad47163ef8",
      "title": "记录生生不息的创新力量｜2026 年度「InnoForce 50」启动",
      "original_title": "记录生生不息的创新力量｜2026 年度「InnoForce 50」启动",
      "url": "http://www.geekpark.net/news/372195",
      "source": "极客公园",
      "source_id": "geekpark",
      "source_url": "https://www.geekpark.net/",
      "category": "AI 模型",
      "tags": [],
      "published": "Sat, 10 Oct 2026 13:58:20 +0800",
      "published_at": "2026-10-10T13:58:20+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "过去几年，科技行业最重要的变化之一，是创新的底层逻辑正在被重新改写。 到了 2026 年，AI 已经不只是技术变量，而成为影响产品形态和组织方式的关键变量。它开始进入办公室、工厂、汽车、机器人、医院等场景，也进入了许多过去并不处在科技叙事中心的行业。它改变软件，也反过来改变硬件；改变一个人的工作方式，也改变一家公司的组织方式。 但 AI 不是全部。真正值得被记录的，是当 AI 成为新变量之后，整个创新世界被重新点燃了。 有人从 AI 出",
      "original_summary": "过去几年，科技行业最重要的变化之一，是创新的底层逻辑正在被重新改写。 到了 2026 年，AI 已经不只是技术变量，而成为影响产品形态和组织方式的关键变量。它开始进入办公室、工厂、汽车、机器人、医院等场景，也进入了许多过去并不处在科技叙事中心的行业。它改变软件，也反过来改变硬件；改变一个人的工作方式，也改变一家公司的组织方式。 但 AI 不是全部。真正值得被记录的，是当 AI 成为新变量之后，整个创新世界被重新点燃了。 有人从 AI 出",
      "localized": false,
      "stale": false
    },
    {
      "id": "3ad317286c8dbb9a",
      "title": "微软发布基于 Qwen 后训练的决策模型 “Microsoft-Decision-1”",
      "original_title": "微软发布基于 Qwen 后训练的决策模型 “Microsoft-Decision-1”",
      "url": "https://www.oschina.net/news/502942/microsoft-decision-1-model-foundry",
      "source": "开源中国",
      "source_id": "oschina",
      "source_url": "https://www.oschina.net/",
      "category": "AI 模型",
      "tags": [],
      "published": "Sat, 10 Oct 2026 14:51:45 +0800",
      "published_at": "2026-10-10T14:51:45+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "就在 TypeSafe AI 凭决策模型 JEV 拿到 75 亿美元估值的同一天前后，微软也下场了：发布 Microsoft-Decision-1，一款专门的『决策评分』模型，在 Microsoft Foundry 里可用，OpenRouter 即将上线。它的定位和 JEV 高度重合——不给文本，给结构化输出：给定一组答案选项时，模型输出每个选项的校准概率，可直接被软件消费...",
      "original_summary": "就在 TypeSafe AI 凭决策模型 JEV 拿到 75 亿美元估值的同一天前后，微软也下场了：发布 Microsoft-Decision-1，一款专门的『决策评分』模型，在 Microsoft Foundry 里可用，OpenRouter 即将上线。它的定位和 JEV 高度重合——不给文本，给结构化输出：给定一组答案选项时，模型输出每个选项的校准概率，可直接被软件消费...",
      "localized": false,
      "stale": false
    },
    {
      "id": "757cf22ba1830b66",
      "title": "AI写代码省的时间，全赔在调试上？Claude官方：让AI自己测、自己改",
      "original_title": "AI写代码省的时间，全赔在调试上？Claude官方：让AI自己测、自己改",
      "url": "https://aiera.com.cn/2026/10/10/other/admin/117870/ai%e5%86%99%e4%bb%a3%e7%a0%81%e7%9c%81%e7%9a%84%e6%97%b6%e9%97%b4%ef%bc%8c%e5%85%a8%e8%b5%94%e5%9c%a8%e8%b0%83%e8%af%95%e4%b8%8a%ef%bc%9fclaude%e5%ae%98%e6%96%b9%ef%bc%9a%e8%ae%a9ai%e8%87%aa%e5%b7%b1",
      "source": "新智元",
      "source_id": "aiera",
      "source_url": "https://www.aiera.com.cn/",
      "category": "AI 模型",
      "tags": [],
      "published": "Sat, 10 Oct 2026 00:03:24 +0000",
      "published_at": "2026-10-10T08:03:24+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "你用Claude Code手搓了一个小应用，顺便给它接了个AI客服。 本想让它自动解答用户「怎么登录」「会员服务有啥内容」之类的基础问题，好让自己当个甩手掌柜。",
      "original_summary": "你用Claude Code手搓了一个小应用，顺便给它接了个AI客服。 本想让它自动解答用户「怎么登录」「会员服务有啥内容」之类的基础问题，好让自己当个甩手掌柜。",
      "localized": false,
      "stale": false
    },
    {
      "id": "059e5626d604afc6",
      "title": "本周看什么 | 最近值得一看的 11 部作品",
      "original_title": "本周看什么 | 最近值得一看的 11 部作品",
      "url": "https://sspai.com/post/115566",
      "source": "少数派",
      "source_id": "sspai",
      "source_url": "https://sspai.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Fri, 09 Oct 2026 18:04:09 +0800",
      "published_at": "2026-10-09T18:04:09+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "📅本周新预告《寒夜怪谈》新预告10月1日，电影《寒夜怪谈》发布了新预告，将于11月13日在北美上映。缇·威斯特（《X》《珀尔》《玛克辛》）执导，约翰尼·德普回归奇幻巨制，将狄更斯名著《圣诞颂歌》改编为 ... 查看全文",
      "original_summary": "📅本周新预告《寒夜怪谈》新预告10月1日，电影《寒夜怪谈》发布了新预告，将于11月13日在北美上映。缇·威斯特（《X》《珀尔》《玛克辛》）执导，约翰尼·德普回归奇幻巨制，将狄更斯名著《圣诞颂歌》改编为 ... 查看全文",
      "localized": false,
      "stale": false
    },
    {
      "id": "8d0d5e3b472fdee1",
      "title": "Decade-old RAM is making a comeback",
      "original_title": "Decade-old RAM is making a comeback",
      "url": "https://www.theverge.com/games/1009140/ram-shortage-intel-amd-ddr4-comeback",
      "source": "The Verge",
      "source_id": "the-verge",
      "source_url": "https://www.theverge.com/",
      "category": "开发工具",
      "tags": [],
      "published": "2026-10-09T17:50:00-04:00",
      "published_at": "2026-10-10T05:50:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "CPU makers have noticed that the seemingly unending RAM price hikes are making it tough for a lot of us to upgrade our PCs. Their solution? A return to last-gen DDR4 RAM. Intel and AMD are making new CPUs that'll support",
      "original_summary": "CPU makers have noticed that the seemingly unending RAM price hikes are making it tough for a lot of us to upgrade our PCs. Their solution? A return to last-gen DDR4 RAM. Intel and AMD are making new CPUs that'll support",
      "localized": false,
      "stale": false
    },
    {
      "id": "83fd479413834064",
      "title": "We’re putting too much faith in AI’s ability to say no",
      "original_title": "We’re putting too much faith in AI’s ability to say no",
      "url": "https://www.technologyreview.com/2026/10/09/1145728/we-are-putting-too-much-faith-in-ai-to-say-no",
      "source": "MIT Technology Review",
      "source_id": "mit-tech-review",
      "source_url": "https://www.technologyreview.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Fri, 09 Oct 2026 09:00:00 +0000",
      "published_at": "2026-10-09T17:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Ever since people first seriously contemplated giving machines an intelligence modeled on our own, there has never been any question that they would, like us, be able to say no. The sci-fi canon is full of stories of rob",
      "original_summary": "Ever since people first seriously contemplated giving machines an intelligence modeled on our own, there has never been any question that they would, like us, be able to say no. The sci-fi canon is full of stories of rob",
      "localized": false,
      "stale": false
    },
    {
      "id": "7689172802efe5b5",
      "title": "奇瑞官宣 9 月新能源汽车销售超 13 万辆：连续 6 个月破 10 万辆，批发量居行业 TOP3",
      "original_title": "奇瑞官宣 9 月新能源汽车销售超 13 万辆：连续 6 个月破 10 万辆，批发量居行业 TOP3",
      "url": "https://www.ithome.com/1/011/403.htm",
      "source": "IT之家",
      "source_id": "ithome",
      "source_url": "https://www.ithome.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Sat, 10 Oct 2026 07:53:04 GMT",
      "published_at": "2026-10-10T15:53:04+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "IT之家 10 月 10 日消息，奇瑞集团今日宣布，9 月新能源汽车销售超 13 万辆：连续 6 个月破 10 万辆，批发量位居行业 TOP3。 据IT之家此前报道，本月初， 奇瑞汽车于港交所披露了 9 月旗下各子品牌销量明细 ：奇瑞品牌 198,681 辆，星途品牌 4,905 辆，捷途品牌 57,497 辆，iCAR 品牌 10,858 辆，智界品牌 5,008 辆。 奇瑞品牌 198,681 辆，同比增长 17.2%；今年累计 1",
      "original_summary": "IT之家 10 月 10 日消息，奇瑞集团今日宣布，9 月新能源汽车销售超 13 万辆：连续 6 个月破 10 万辆，批发量位居行业 TOP3。 据IT之家此前报道，本月初， 奇瑞汽车于港交所披露了 9 月旗下各子品牌销量明细 ：奇瑞品牌 198,681 辆，星途品牌 4,905 辆，捷途品牌 57,497 辆，iCAR 品牌 10,858 辆，智界品牌 5,008 辆。 奇瑞品牌 198,681 辆，同比增长 17.2%；今年累计 1",
      "localized": false,
      "stale": false
    },
    {
      "id": "ced0595478ced8fd",
      "title": "对话8位汽车工程师和学者：上世纪成熟的踏板，为何今天还会断裂？",
      "original_title": "对话8位汽车工程师和学者：上世纪成熟的踏板，为何今天还会断裂？",
      "url": "https://news.cnblogs.com/n/840133",
      "source": "博客园",
      "source_id": "cnblogs",
      "source_url": "https://www.cnblogs.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Sat, 10 Oct 2026 05:08:00 GMT",
      "published_at": "2026-10-10T13:08:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "“经历了冰箱彩电大沙发、帐篷睡袋麻将桌的汽车消费者应该回归理性，审视最该重视的东西。” 文丨曾兴赵宇李安琪郭瑞婵李梓楠 编辑丨龚方毅 美国物理学家理查德·费曼在挑战者号事故调查报告中写道：“要让一项技术取得成功，就必须让现实优先于公关，因为自然无法被欺骗。” 刹车踏板总成可能是汽车上最成熟的零件之一 本文链接",
      "original_summary": "“经历了冰箱彩电大沙发、帐篷睡袋麻将桌的汽车消费者应该回归理性，审视最该重视的东西。” 文丨曾兴赵宇李安琪郭瑞婵李梓楠 编辑丨龚方毅 美国物理学家理查德·费曼在挑战者号事故调查报告中写道：“要让一项技术取得成功，就必须让现实优先于公关，因为自然无法被欺骗。” 刹车踏板总成可能是汽车上最成熟的零件之一 本文链接",
      "localized": false,
      "stale": false
    },
    {
      "id": "37451ef3b6ada7ea",
      "title": "🎉Ubuntu 26.10版将提供官方版的RISC-V桌面版镜像 当前已经开放测试",
      "original_title": "🎉Ubuntu 26.10版将提供官方版的RISC-V桌面版镜像 当前已经开放测试",
      "url": "https://www.landian.news/archives/127258.html",
      "source": "蓝点网",
      "source_id": "landiannews",
      "source_url": "https://www.landiannews.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Sat, 10 Oct 2026 05:57:22 +0000",
      "published_at": "2026-10-10T13:57:22+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "#系统资讯 Ubuntu 26.10 版将首次为 RISC-V 架构带来官方桌面版的支持。Canonical 宣布 26.10 将提供 riscv64 架构的桌面版，两种实验性镜像分别是 Ubuntu 桌面标准版和基于 XFCE 桌面环境的 Xubuntu Minimal 版。至于 GNOME 桌面环境暂时不适合，在测试中启动时间超过 30 分钟，XFCE 版对资源要求更低，更适合快速验证。查看全文：https://ourl.co/12",
      "original_summary": "#系统资讯 Ubuntu 26.10 版将首次为 RISC-V 架构带来官方桌面版的支持。Canonical 宣布 26.10 将提供 riscv64 架构的桌面版，两种实验性镜像分别是 Ubuntu 桌面标准版和基于 XFCE 桌面环境的 Xubuntu Minimal 版。至于 GNOME 桌面环境暂时不适合，在测试中启动时间超过 30 分钟，XFCE 版对资源要求更低，更适合快速验证。查看全文：https://ourl.co/12",
      "localized": false,
      "stale": false
    },
    {
      "id": "e4bd5d25bc997cb0",
      "title": "有重复元素的列表，按元素出现次数降序排序，为什么没有成功？",
      "original_title": "有重复元素的列表，按元素出现次数降序排序，为什么没有成功？",
      "url": "https://segmentfault.com/q/1010000048337134",
      "source": "SegmentFault",
      "source_id": "segmentfault",
      "source_url": "https://segmentfault.com/",
      "category": "开发工具",
      "tags": [],
      "published": "2026-10-08T15:41:21+08:00",
      "published_at": "2026-10-08T15:41:21+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "我的代码目的是想按单词的出现次数降序排列，但是输出结果与未排序前一样，我想知道为什么。 words = ['a', 'b', 'a', 'c', 'b', 'a'] words.sort(key=lambda w: -words.count(w)) print(words) 输出结果： PS D:\\Code> & C:\\Users\\27751\\AppData\\Local\\Programs\\Python\\Python313\\python.",
      "original_summary": "我的代码目的是想按单词的出现次数降序排列，但是输出结果与未排序前一样，我想知道为什么。 words = ['a', 'b', 'a', 'c', 'b', 'a'] words.sort(key=lambda w: -words.count(w)) print(words) 输出结果： PS D:\\Code> & C:\\Users\\27751\\AppData\\Local\\Programs\\Python\\Python313\\python.",
      "localized": false,
      "stale": false
    },
    {
      "id": "316a439586376b51",
      "title": "[分享创造] Haiku 5.5 VS Luna 6",
      "original_title": "[分享创造] Haiku 5.5 VS Luna 6",
      "url": "https://www.v2ex.com/t/1247649",
      "source": "V2EX",
      "source_id": "v2ex",
      "source_url": "https://www.v2ex.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "2026-10-10T07:47:38Z",
      "published_at": "2026-10-10T15:47:38+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Claude Haiku 5.5 与 GPT Luna 6 的基础价格相同，但适用场景不同。Haiku 更适合 10 万 tokens 以内、对质量要求较高的复杂任务； Luna 更适合长文本、高并发和成本敏感型工作负载。超过 10 万 tokens 后，Haiku 费率上涨 5 倍；在输出较多的特定场景中，总成本可能达到 Luna 的约 12 倍。最终选择应以真实任务的效果、输出长度和整体成本为准。 无法使用 claude 的，可以免",
      "original_summary": "Claude Haiku 5.5 与 GPT Luna 6 的基础价格相同，但适用场景不同。Haiku 更适合 10 万 tokens 以内、对质量要求较高的复杂任务； Luna 更适合长文本、高并发和成本敏感型工作负载。超过 10 万 tokens 后，Haiku 费率上涨 5 倍；在输出较多的特定场景中，总成本可能达到 Luna 的约 12 倍。最终选择应以真实任务的效果、输出长度和整体成本为准。 无法使用 claude 的，可以免",
      "localized": false,
      "stale": false
    },
    {
      "id": "ebabaffb993bb878",
      "title": "Let's Encrypt 从 2027 年起切换到有效期为 64 天的证书",
      "original_title": "Let's Encrypt 从 2027 年起切换到有效期为 64 天的证书",
      "url": "https://www.solidot.org/story?sid=85568",
      "source": "Solidot",
      "source_id": "solidot",
      "source_url": "https://www.solidot.org/",
      "category": "开源生态",
      "tags": [],
      "published": "Fri, 09 Oct 2026 23:12:31 +0800",
      "published_at": "2026-10-09T23:12:31+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Let’s Encrypt 去年宣布到 2028 年将证书有效期从现在的 90 天缩短至 45 天。此举是为了遵守 Certification Authority Browser Forum (CA/Browser Forum)通过的缩短证书有效期决议。Let’s Encrypt 将分多个阶段逐步缩短至 45 天有限期，它宣布从 2027 年 2 月 10 日起签发的证书有效期缩短为 64 天，意味着自该日期起签发或续期的任何证书，其有",
      "original_summary": "Let’s Encrypt 去年宣布到 2028 年将证书有效期从现在的 90 天缩短至 45 天。此举是为了遵守 Certification Authority Browser Forum (CA/Browser Forum)通过的缩短证书有效期决议。Let’s Encrypt 将分多个阶段逐步缩短至 45 天有限期，它宣布从 2027 年 2 月 10 日起签发的证书有效期缩短为 64 天，意味着自该日期起签发或续期的任何证书，其有",
      "localized": false,
      "stale": false
    },
    {
      "id": "daa797ee94397435",
      "title": "Secret protection must scale with software",
      "original_title": "Secret protection must scale with software",
      "url": "https://github.blog/ai-and-ml/github-copilot/secret-protection-must-scale-with-software",
      "source": "GitHub Blog",
      "source_id": "github-blog",
      "source_url": "https://github.blog/",
      "category": "开发工具",
      "tags": [],
      "published": "Wed, 07 Oct 2026 17:45:34 +0000",
      "published_at": "2026-10-08T01:45:34+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Developers aren’t becoming more careless; they’re being outpaced. The tools that let developers create more software should also take on more of the work of protecting it. The post Secret protection must scale with softw",
      "original_summary": "Developers aren’t becoming more careless; they’re being outpaced. The tools that let developers create more software should also take on more of the work of protecting it. The post Secret protection must scale with softw",
      "localized": false,
      "stale": false
    },
    {
      "id": "88e871d5a8d26738",
      "title": "Multimodal open d1 decision models for the edge",
      "original_title": "Multimodal open d1 decision models for the edge",
      "url": "https://huggingface.co/blog/LiquidAI/open-d1",
      "source": "Hugging Face Blog",
      "source_id": "huggingface-blog",
      "source_url": "https://huggingface.co/blog",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 07 Oct 2026 16:54:33 GMT",
      "published_at": "2026-10-08T00:54:33+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "",
      "original_summary": "",
      "localized": false,
      "stale": false
    },
    {
      "id": "db7b9e6fe248e314",
      "title": "How Oracle turns days of work into minutes with ChatGPT and Codex",
      "original_title": "How Oracle turns days of work into minutes with ChatGPT and Codex",
      "url": "https://openai.com/index/oracle",
      "source": "OpenAI News",
      "source_id": "openai-news",
      "source_url": "https://openai.com/news/",
      "category": "AI 模型",
      "tags": [],
      "published": "Thu, 08 Oct 2026 16:00:00 GMT",
      "published_at": "2026-10-09T00:00:00+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.",
      "original_summary": "Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.",
      "localized": false,
      "stale": false
    },
    {
      "id": "e51482db5c5f00e0",
      "title": "An Anthropic AI model sent a false homicide tip to Philadelphia police",
      "original_title": "An Anthropic AI model sent a false homicide tip to Philadelphia police",
      "url": "https://techcrunch.com/2026/10/09/an-anthropic-ai-model-sent-a-false-homicide-tip-to-philadelphia-police",
      "source": "TechCrunch AI",
      "source_id": "techcrunch-ai",
      "source_url": "https://techcrunch.com/category/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [],
      "published": "Fri, 09 Oct 2026 19:36:56 +0000",
      "published_at": "2026-10-10T03:36:56+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "Anthropic did not discover this behavior until over two months after its AI submitted the false tip.",
      "original_summary": "Anthropic did not discover this behavior until over two months after its AI submitted the false tip.",
      "localized": false,
      "stale": false
    },
    {
      "id": "5460a76836be7cf2",
      "title": "Inside Elon Musk’s Midterm Spending Spree",
      "original_title": "Inside Elon Musk’s Midterm Spending Spree",
      "url": "https://www.wired.com/story/uncanny-valley-podcast-inside-elon-musks-midterm-spending-spree",
      "source": "Wired AI",
      "source_id": "wired-ai",
      "source_url": "https://www.wired.com/tag/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [],
      "published": "Thu, 08 Oct 2026 21:14:12 +0000",
      "published_at": "2026-10-09T05:14:12+08:00",
      "fetched_at": "2026-10-10T15:56:47.797652+08:00",
      "summary": "This week on “Uncanny Valley,” we discuss where Elon Musk’s PAC is spending millions, the latest ideology Trump claims is dangerous, and the backlash against the designer behind Muse’s logo.",
      "original_summary": "This week on “Uncanny Valley,” we discuss where Elon Musk’s PAC is spending millions, the latest ideology Trump claims is dangerous, and the backlash against the designer behind Muse’s logo.",
      "localized": false,
      "stale": false
    }
  ],
  "news_generated_at": "2026-10-10T15:56:47.797652+08:00",
  "news_sources": [
    {
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      "name": "GitHub Blog",
      "url": "https://github.blog/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "huggingface-blog",
      "name": "Hugging Face Blog",
      "url": "https://huggingface.co/blog",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "openai-news",
      "name": "OpenAI News",
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      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "techcrunch-ai",
      "name": "TechCrunch AI",
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      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "wired-ai",
      "name": "Wired AI",
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      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "arstechnica",
      "name": "Ars Technica",
      "url": "https://arstechnica.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "cncf-blog",
      "name": "CNCF Blog",
      "url": "https://www.cncf.io/blog/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
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    {
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      "name": "Linux Foundation",
      "url": "https://www.linuxfoundation.org/blog/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
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      "name": "量子位",
      "url": "https://www.qbitai.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "36kr",
      "name": "36氪",
      "url": "https://36kr.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "infoq-cn",
      "name": "InfoQ 中文",
      "url": "https://www.infoq.cn/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "tmtpost",
      "name": "钛媒体",
      "url": "https://www.tmtpost.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "ifanr",
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      "url": "https://www.ifanr.com/",
      "status": "ok",
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    },
    {
      "id": "leiphone",
      "name": "雷锋网",
      "url": "https://www.leiphone.com/",
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      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
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    {
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      "name": "arXiv AI / ML / NLP",
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      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "geekpark",
      "name": "极客公园",
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      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "oschina",
      "name": "开源中国",
      "url": "https://www.oschina.net/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "aiera",
      "name": "新智元",
      "url": "https://www.aiera.com.cn/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "csdn",
      "name": "CSDN",
      "url": "https://www.csdn.net/",
      "status": "error",
      "last_success_at": null
    },
    {
      "id": "sspai",
      "name": "少数派",
      "url": "https://sspai.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "the-verge",
      "name": "The Verge",
      "url": "https://www.theverge.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "venturebeat-ai",
      "name": "VentureBeat AI",
      "url": "https://venturebeat.com/category/ai/",
      "status": "error",
      "last_success_at": null
    },
    {
      "id": "mit-tech-review",
      "name": "MIT Technology Review",
      "url": "https://www.technologyreview.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "google-ai-blog",
      "name": "Google AI Blog",
      "url": "https://blog.google/technology/ai/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "deepmind-blog",
      "name": "DeepMind Blog",
      "url": "https://deepmind.google/blog/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "ithome",
      "name": "IT之家",
      "url": "https://www.ithome.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "cnblogs",
      "name": "博客园",
      "url": "https://www.cnblogs.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "landiannews",
      "name": "蓝点网",
      "url": "https://www.landiannews.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "segmentfault",
      "name": "SegmentFault",
      "url": "https://segmentfault.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "v2ex",
      "name": "V2EX",
      "url": "https://www.v2ex.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "solidot",
      "name": "Solidot",
      "url": "https://www.solidot.org/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "freebuf",
      "name": "FreeBuf",
      "url": "https://www.freebuf.com/",
      "status": "error",
      "last_success_at": null
    },
    {
      "id": "apple-ml",
      "name": "Apple Machine Learning",
      "url": "https://machinelearning.apple.com/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "openai-blog",
      "name": "OpenAI Blog",
      "url": "https://openai.com/blog/",
      "status": "ok",
      "last_success_at": "2026-10-10T15:56:47.797652+08:00"
    },
    {
      "id": "36kr-article",
      "name": "36氪 文章",
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