{
  "schema_version": "1.0",
  "site": {
    "name": "GitHub 趋势雷达",
    "url": "https://Ibook000.github.io/GithubTrending"
  },
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  "generated_at": "2026-09-16T15:04:20.219181+08:00",
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        "title": "alibaba/open-code-review",
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        "description": "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": "29,476",
        "forks": "2,099",
        "author": "alibaba",
        "summary": "alibaba/open-code-review 是一个代码审查工具，它结合了确定性流水线和 LLM Agent，能生成精准的行级评论，并内置了多语言规则集来检测常见安全问题，支持 OpenAI 和 Anthropic 接口。",
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        "title": "JustVugg/colibri",
        "url": "https://github.com/JustVugg/colibri",
        "description": "Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦",
        "language": "C",
        "stars": "34,212",
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        "author": "JustVugg",
        "summary": "该项目在现有硬件上运行前沿 MoE 模型，采用纯 C 实现且无依赖，支持从磁盘流式加载专家。",
        "rank": 2,
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        "author": "ever-co",
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        "language": "Python",
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        "author": "debpalash",
        "summary": "VoiceStudio 是一个开源且完全本地运行的语音工具，提供语音克隆、语音设计、视频配音、听写、转录和有声书制作等功能，并支持 646 种语言。",
        "rank": 4,
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        "title": "Homebrew/BrewUI",
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        "description": "📺 Homebrew's official macOS GUI",
        "language": "Swift",
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        "forks": "38",
        "author": "Homebrew",
        "summary": "Homebrew/BrewUI 是一个为 macOS 设计的官方图形用户界面，提供简洁的命令行工具管理软件安装和配置功能。",
        "rank": 5,
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        "description": "Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.",
        "language": "TypeScript",
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        "forks": "695",
        "author": "melgarafael",
        "summary": "我无法为你总结一个没有提供具体信息的项目。如果你有具体的 GitHub 项目链接或项目名称，可以告诉我，我会帮你用自然、客观的中文总结其核心用途和亮点。",
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        "forks": "237",
        "author": "alphaXiv",
        "summary": "该项目将代码代理改造为可执行研究任务的智能体。",
        "rank": 7,
        "previous_rank": null,
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        "title": "NationalSecurityAgency/ghidra",
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        "language": "Java",
        "stars": "77,022",
        "forks": "8,500",
        "author": "NationalSecurityAgency",
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        "rank": 8,
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        "description": "Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active",
        "language": "TypeScript",
        "stars": "43,982",
        "forks": "9,036",
        "author": "danny-avila",
        "summary": "LibreChat是一个支持多种AI模型与自托管的开源聊天平台，具备多用户安全认证及Agent、代码解释器等扩展功能。",
        "rank": 9,
        "previous_rank": null,
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          "amount": null,
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        "description": "Source control for agents. Use multiple coding agents, track their changes and query them in one place",
        "language": "Rust",
        "stars": "4,737",
        "forks": "281",
        "author": "pacifio",
        "summary": "支持多个编码代理的源码控制与变更追踪系统，可在一处集中查询与管理历史记录。",
        "rank": 10,
        "previous_rank": null,
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          "amount": null,
          "label": "新上榜"
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        "stars": "46,452",
        "forks": "2,700",
        "author": "ayghri",
        "summary": "该项目为编码智能体提供一种输出技能，避免把答案埋在冗长内容中，以直接、结构清晰的方式呈现结果。",
        "rank": 1,
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          "amount": null,
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        "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": "35,110",
        "forks": "7,016",
        "author": "bilawalsidhu",
        "summary": "该项目是一个基于真实数据的浏览器间谍卫星模拟器，能在照片级逼真的3D地球仪上展示开源的实时空间情报。",
        "rank": 2,
        "previous_rank": null,
        "movement": {
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          "amount": null,
          "label": "新上榜"
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        "description": "OpenAI Plugins",
        "language": "JavaScript",
        "stars": "6,804",
        "forks": "890",
        "author": "openai",
        "summary": "该仓库定义了 ChatGPT 插件的官方规范与开发文档，提供标准化接口协议与示例代码，支持开发者将外部 API 与大语言模型交互能力相连接。",
        "rank": 3,
        "previous_rank": null,
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          "label": "新上榜"
        },
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        "language": "JavaScript",
        "stars": "259,521",
        "forks": "38,820",
        "author": "affaan-m",
        "summary": "这是一个面向 Claude Code、Codex 等 AI 编码工具的代理性能优化系统，具备技能、本能、记忆、安全以及研究优先的开发功能。",
        "rank": 4,
        "previous_rank": null,
        "movement": {
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          "amount": null,
          "label": "新上榜"
        },
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        "description": "Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.",
        "language": "TypeScript",
        "stars": "23,127",
        "forks": "1,671",
        "author": "mksglu",
        "summary": "mksglu/context-mode 通过 MCP 与 hooks 为 AI 编程代理优化工具输出和上下文窗口，支持将工具输出压缩约百分之九十八、持久化会话记忆，并管理跨 17 个平台的路由。",
        "rank": 5,
        "previous_rank": null,
        "movement": {
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          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "alibaba/open-code-review",
        "url": "https://github.com/alibaba/open-code-review",
        "description": "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": "29,476",
        "forks": "2,099",
        "author": "alibaba",
        "summary": "该工具结合确定性流水线与大语言模型代理，提供精准的行级代码评审注释，内置多语言安全规则（如 NPE、线程安全、XSS、SQL 注入），并兼容 OpenAI 与 Anthropic 接口。",
        "rank": 6,
        "previous_rank": null,
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          "amount": null,
          "label": "新上榜"
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        "title": "DietrichGebert/ponytail",
        "url": "https://github.com/DietrichGebert/ponytail",
        "description": "Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.",
        "language": "JavaScript",
        "stars": "139,659",
        "forks": "7,505",
        "author": "DietrichGebert",
        "summary": "Ponytail 让 AI 智能体在编码前主动评估、取舍并减少无效代码生成，以更像资深开发者的方式提升开发效率。",
        "rank": 7,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "obra/superpowers",
        "url": "https://github.com/obra/superpowers",
        "description": "An agentic skills framework & software development methodology that works.",
        "language": "Shell",
        "stars": "287,302",
        "forks": "25,690",
        "author": "obra",
        "summary": "该项目构建了一个融合了代理技能框架与软件开发方法论的实用系统。",
        "rank": 8,
        "previous_rank": null,
        "movement": {
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          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "max-sixty/worktrunk",
        "url": "https://github.com/max-sixty/worktrunk",
        "description": "Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows",
        "language": "Rust",
        "stars": "7,866",
        "forks": "272",
        "author": "max-sixty",
        "summary": "这是一个专为并行AI智能体工作流设计的Git worktree管理命令行工具。",
        "rank": 9,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "url": "https://github.com/heygen-com/hyperframes",
        "description": "Write HTML. Render video. Built for agents.",
        "language": "TypeScript",
        "stars": "50,493",
        "forks": "4,606",
        "author": "heygen-com",
        "summary": "一个为代理程序设计的工具，可将 HTML 内容渲染为视频",
        "rank": 10,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
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        "title": "omacom/omarchy",
        "url": "https://github.com/omacom/omarchy",
        "description": "Beautiful, Modern & Opinionated Linux",
        "language": "Shell",
        "stars": "41,353",
        "forks": "4,674",
        "author": "omacom",
        "summary": "该项目是一个具备现代化视觉设计且采用固定配置偏好的Linux发行版。",
        "rank": 1,
        "previous_rank": null,
        "movement": {
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          "amount": null,
          "label": "新上榜"
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        "title": "tt-a1i/archify",
        "url": "https://github.com/tt-a1i/archify",
        "description": "Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.",
        "language": "JavaScript",
        "stars": "63,998",
        "forks": "4,244",
        "author": "tt-a1i",
        "summary": "archify提供一个智能体技能，可生成建筑、工作流、序列、数据流和生命周期等图，输出为自包含HTML，支持动画并具备清晰导出与可验证性。",
        "rank": 2,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "anthropics/claude-plugins-community",
        "url": "https://github.com/anthropics/claude-plugins-community",
        "description": "Community plugin marketplace for Claude Cowork and Claude Code. Read-only mirror — submit plugins at clau.de/plugin-directory-submission.",
        "language": "Python",
        "stars": "4,108",
        "forks": "302",
        "author": "anthropics",
        "summary": "该项目是Claude Cowork与Claude Code的社区插件市场，提供相关的插件生态。",
        "rank": 3,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "AprilNEA/OpenLogi",
        "url": "https://github.com/AprilNEA/OpenLogi",
        "description": "⚡️A native, local-first alternative to Logitech Options+, written in Rust 🦀 — remap buttons, DPI, and SmartShift over HID++. No account, no telemetry.",
        "language": "Rust",
        "stars": "21,244",
        "forks": "685",
        "author": "AprilNEA",
        "summary": "OpenLogi 是一个用 Rust 编写的本地化 Logitech 选项替代软件，支持通过 HID++ 重新映射按钮、DPI 和 SmartShift，且不收集任何用户账户或遥测数据。",
        "rank": 4,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "cursor/plugins",
        "url": "https://github.com/cursor/plugins",
        "description": "Cursor plugin specification and official plugins",
        "language": "TypeScript",
        "stars": "7,954",
        "forks": "708",
        "author": "cursor",
        "summary": "该项目定义了 Cursor 插件的规范并提供官方插件。",
        "rank": 5,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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        "title": "THU-MAIC/OpenMAIC",
        "url": "https://github.com/THU-MAIC/OpenMAIC",
        "description": "Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click",
        "language": "TypeScript",
        "stars": "37,199",
        "forks": "5,869",
        "author": "THU-MAIC",
        "summary": "OpenMAIC是一个支持一键启动的沉浸式多智能体交互学习平台。",
        "rank": 6,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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      {
        "title": "freestylefly/awesome-gpt-image-2",
        "url": "https://github.com/freestylefly/awesome-gpt-image-2",
        "description": "Prompt as Code | GPT Image 2 / 2.5 提示词与案例库，530+ 个案例、20+ 套工业级模板与可复用 Skills，新增 2.5 同提示词对比专区，附完整提示词与生成记录，持续更新。",
        "language": "JavaScript",
        "stars": "32,171",
        "forks": "3,096",
        "author": "freestylefly",
        "summary": "freestylefly/awesome-gpt-image-2 是一个开源库，收录了 530+ 个 GPT Image 2/2.5 提示词案例并提供 20+ 套工业级模板和可复用 Skills，附有完整提示词、生成记录以及 2.5 版同提示词对比专区，持续更新。",
        "rank": 7,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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      {
        "title": "cathrynlavery/diagram-design",
        "url": "https://github.com/cathrynlavery/diagram-design",
        "description": "38 editorial diagram types for Claude Code, Codex, and Pi. Self-contained HTML + SVG. No shadows. No Mermaid slop.",
        "language": "HTML",
        "stars": "40,308",
        "forks": "2,566",
        "author": "cathrynlavery",
        "summary": "这是一个包含 38 种编辑类图表类型的项目，面向 Claude Code、Codex 和 Pi，使用自包含的 HTML + SVG 实现，不依赖 Mermaid，也没有阴影效果。",
        "rank": 8,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
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      {
        "title": "ayghri/i-have-adhd",
        "url": "https://github.com/ayghri/i-have-adhd",
        "description": "A skill to stop your coding agent from burying the answer. ADHD-friendly output.",
        "language": "Python",
        "stars": "46,452",
        "forks": "2,700",
        "author": "ayghri",
        "summary": "让编程代理直接给出答案，避免冗长嵌套，专为 ADHD 用户设计。",
        "rank": 9,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
          "weekly",
          "monthly"
        ]
      },
      {
        "title": "vorssaint/vorssaint-utils",
        "url": "https://github.com/vorssaint/vorssaint-utils",
        "description": "Free and open-source macOS menu bar toolkit.",
        "language": "Swift",
        "stars": "19,310",
        "forks": "695",
        "author": "vorssaint",
        "summary": "vorssaint/vorssaint-utils 是一个免费开源的 macOS 菜单栏工具集，用于提供菜单栏相关的实用工具能力。",
        "rank": 10,
        "previous_rank": null,
        "movement": {
          "direction": "new",
          "amount": null,
          "label": "新上榜"
        },
        "periods": [
          "monthly"
        ]
      }
    ]
  },
  "news": [
    {
      "id": "a1d018f16fad79f9",
      "title": "Your Agent Aced the Task. Will It Do It Again?",
      "original_title": "Your Agent Aced the Task. Will It Do It Again?",
      "url": "https://huggingface.co/blog/ibm-research/altk-evolve-consistency",
      "source": "Hugging Face Blog",
      "source_id": "huggingface-blog",
      "source_url": "https://huggingface.co/blog",
      "category": "AI 模型",
      "tags": [],
      "published": "Tue, 15 Sep 2026 16:00:44 GMT",
      "published_at": "2026-09-16T00:00:44+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "",
      "original_summary": "",
      "localized": false,
      "stale": false
    },
    {
      "id": "7f82d995c515e5ba",
      "title": "Fyxer 构建受信任的 AI 执行助理",
      "original_title": "How Fyxer built an AI executive assistant people trust",
      "url": "https://openai.com/index/fyxer",
      "source": "OpenAI News",
      "source_id": "openai-news",
      "source_url": "https://openai.com/news/",
      "category": "AI 模型",
      "tags": [
        "OpenAI",
        "微调",
        "邮件助手"
      ],
      "published": "Mon, 14 Sep 2026 12:00:00 GMT",
      "published_at": "2026-09-14T20:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Fyxer 利用 OpenAI 模型、微调、记忆机制及真实用户反馈，整理收件箱并按用户语气起草邮件。",
      "original_summary": "Fyxer uses OpenAI models, fine-tuning, memory, and real user feedback to organize inboxes and draft emails in each user’s voice.",
      "localized": true,
      "stale": false
    },
    {
      "id": "a8cb3dee54e5c94a",
      "title": "英伟达黄仁勋称无需AI监管，安全应由各厂商自行负责",
      "original_title": "We don’t need AI regulation — leave safety to us, Nvidia’s Jensen Huang says",
      "url": "https://techcrunch.com/2026/09/15/we-dont-need-ai-regulation-leave-safety-to-us-nvidias-jensen-huang-says",
      "source": "TechCrunch AI",
      "source_id": "techcrunch-ai",
      "source_url": "https://techcrunch.com/category/artificial-intelligence/",
      "category": "安全",
      "tags": [
        "AI安全",
        "法规",
        "英伟达"
      ],
      "published": "Wed, 16 Sep 2026 00:20:39 +0000",
      "published_at": "2026-09-16T08:20:39+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "黄仁勋认为AI并不是某种新形式的'外星思维'，它只是硬件和软件，因此安全可以由每个AI产品制造商来工程化实现。",
      "original_summary": "AI isn't some new form of \"alien mind,\" according to Jensen Huang. It's just hardware and software, so safety can be engineered by each AI product maker.",
      "localized": true,
      "stale": false
    },
    {
      "id": "dbeee71d6cb2b09b",
      "title": "AI虚拟角色Tilly Norwood回应\"All Lives Matter\"",
      "original_title": "AI ‘Actor’ Tilly Norwood Told Me That ‘All Lives Matter’",
      "url": "https://www.wired.com/story/ai-actor-tilly-norwood-told-me-that-all-lives-matter",
      "source": "Wired AI",
      "source_id": "wired-ai",
      "source_url": "https://www.wired.com/tag/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [
        "AI角色",
        "回避政治"
      ],
      "published": "Tue, 15 Sep 2026 18:00:09 +0000",
      "published_at": "2026-09-16T02:00:09+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "虚拟角色为推广新电影，试图通过重复评论穿着来回避政治话题。",
      "original_summary": "The virtual character, which is promoting its upcoming movie Misaligned, tries to evade politics by repetitively commenting on the clothes you’re wearing.",
      "localized": true,
      "stale": false
    },
    {
      "id": "9b6d7af67ecec1f6",
      "title": "黑猩猩如何教授幼崽使用工具",
      "original_title": "How chimps teach their kids tool tricks",
      "url": "https://arstechnica.com/science/2026/09/how-chimps-teach-their-kids-tool-tricks",
      "source": "Ars Technica",
      "source_id": "arstechnica",
      "source_url": "https://arstechnica.com/",
      "category": "研究",
      "tags": [
        "灵长类",
        "工具使用",
        "行为学"
      ],
      "published": "Wed, 16 Sep 2026 04:00:39 +0000",
      "published_at": "2026-09-16T12:00:39+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "成年黑猩猩先演示工具使用，然后将工具交给幼崽，幼崽通过模仿学习",
      "original_summary": "Adults first demonstrate tool use, then hand over the implements to their infants, who copy the behavior.",
      "localized": true,
      "stale": false
    },
    {
      "id": "3b05b1bd6a1ae6f8",
      "title": "What I learned organizing KCD Lima 2026",
      "original_title": "What I learned organizing KCD Lima 2026",
      "url": "https://www.cncf.io/blog/2026/09/15/what-i-learned-organizing-kcd-lima-2026",
      "source": "CNCF Blog",
      "source_id": "cncf-blog",
      "source_url": "https://www.cncf.io/blog/",
      "category": "云原生",
      "tags": [
        "Kubernetes",
        "云原生",
        "开源生态"
      ],
      "published": "Tue, 15 Sep 2026 16:24:05 +0000",
      "published_at": "2026-09-16T00:24:05+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "2026年7月18日，于UTEC巴兰科举办第三届Kubernetes Community Days Lima。已将透明度报告发送至CNCF，并感谢赞助商。",
      "original_summary": "On July 18, 2026, we held the third edition of Kubernetes Community Days Lima at UTEC in Barranco. By now, we have already sent the Transparency Report to the CNCF, thanked our sponsors, and processed the...",
      "localized": true,
      "stale": false
    },
    {
      "id": "0c03660961f87b4d",
      "title": "开放安全AI联盟加入Linux基金会，构建AI时代共享开放防御栈",
      "original_title": "Open Secure AI Alliance Joins the Linux Foundation to Build a Shared, Open Defense Stack for the AI Era",
      "url": "https://www.linuxfoundation.org/blog/open-secure-ai-alliance-joins-the-linux-foundation-to-build-a-shared-open-defense-stack-for-the-ai-era",
      "source": "Linux Foundation",
      "source_id": "linux-foundation",
      "source_url": "https://www.linuxfoundation.org/blog/",
      "category": "安全",
      "tags": [
        "AI安全",
        "开源",
        "Linux基金会"
      ],
      "published": "Mon, 14 Sep 2026 16:00:00 GMT",
      "published_at": "2026-09-15T00:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "该联盟最初由众多企业领袖和NVIDIA发起，现迁移至中立治理，旨在扩大企业在开源AI安全工具、研究和共享防御方面的协作",
      "original_summary": "Originally founded by dozens of enterprise leaders and NVIDIA, the Alliance moves to neutral governance to expand industry collaboration on open AI security tools, research and shared defenses",
      "localized": true,
      "stale": false
    },
    {
      "id": "00800a77b9c4ceb6",
      "title": "量子位启动2026人工智能年度榜单报名",
      "original_title": "量子位2026人工智能年度榜单，正式启动！",
      "url": "https://www.qbitai.com/2026/09/490329.html",
      "source": "量子位",
      "source_id": "qbitai",
      "source_url": "https://www.qbitai.com/",
      "category": "AI 模型",
      "tags": [
        "人工智能",
        "年度榜单",
        "报名"
      ],
      "published": "Wed, 16 Sep 2026 04:16:10 +0000",
      "published_at": "2026-09-16T12:16:10+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "2026人工智能年度榜单报名通道已开启。",
      "original_summary": "报名通道已开启，欢迎参与！",
      "localized": true,
      "stale": false
    },
    {
      "id": "622884a95b44353d",
      "title": "模型再强，为什么 Demo 还是进不了生产？",
      "original_title": "模型再强，为什么 Demo 还是进不了生产？",
      "url": "https://www.infoq.cn/article/j2kBZR1JiZxATpU7gjtS",
      "source": "InfoQ 中文",
      "source_id": "infoq-cn",
      "source_url": "https://www.infoq.cn/",
      "category": "AI 模型",
      "tags": [
        "模型",
        "生产",
        "部署"
      ],
      "published": "Wed, 16 Sep 2026 14:45:55 GMT",
      "published_at": "2026-09-16T22:45:55+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "点击查看原文>",
      "original_summary": "点击查看原文>",
      "localized": true,
      "stale": false
    },
    {
      "id": "ded370dc2dab26ac",
      "title": "TiToken发布算力优化产品BackBy",
      "original_title": "钛媒体旗下AI词元服务平台TiToken，发布算力优化产品BackBy",
      "url": "https://www.tmtpost.com/8141806.html",
      "source": "钛媒体",
      "source_id": "tmtpost",
      "source_url": "https://www.tmtpost.com/",
      "category": "开发工具",
      "tags": [
        "算力优化",
        "模型调用",
        "TiToken"
      ],
      "published": "Wed, 16 Sep 2026 14:33:26 +0800",
      "published_at": "2026-09-16T14:33:26+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "通过将可等待的请求转入低价算力路径，降低整体模型调用费用",
      "original_summary": "把可等待的部分转入低价路径，降低整条业务的模型调用费用。",
      "localized": true,
      "stale": false
    },
    {
      "id": "c99e8b03330c9148",
      "title": "vivo Buds Clip 42 小时续航无感佩戴体验",
      "original_title": "vivo Buds Clip 体验：42 小时续航的无感佩戴，音质好也舒服",
      "url": "https://www.ifanr.com/1680291",
      "source": "爱范儿",
      "source_id": "ifanr",
      "source_url": "https://www.ifanr.com/",
      "category": "开发工具",
      "tags": [
        "音频硬件·可穿戴设备·用户体验"
      ],
      "published": "Wed, 16 Sep 2026 05:55:43 +0000",
      "published_at": "2026-09-16T13:55:43+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "vivo Buds Clip 提供约 42 小时续航，采用耳夹式佩戴设计，音质表现良好且佩戴舒适，适合日常通勤和运动场景",
      "original_summary": "懂 Hi-Fi 的人，会这么做耳夹式耳机 #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": "69143df74499f6c2",
      "title": "奇安信获CNNVD漏洞管理两项荣誉",
      "original_title": "奇安信斩获国家信息安全漏洞库CNNVD两项重磅荣誉",
      "url": "https://www.leiphone.com/category/industrynews/P4eihytTQZUWVoi1.html",
      "source": "雷锋网",
      "source_id": "leiphone",
      "source_url": "https://www.leiphone.com/",
      "category": "安全",
      "tags": [
        "漏洞管理",
        "CNNVD",
        "企业荣誉"
      ],
      "published": "Wed, 16 Sep 2026 10:36:00 +0800",
      "published_at": "2026-09-16T10:36:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "奇安信在2026年国家网络安全宣传周成都活动中，凭借漏洞协同管理与高质量漏洞报送表现，荣获国家信息安全漏洞库（CNNVD）颁发的两项优秀企业奖项。",
      "original_summary": "2026年9月15日，2026年国家网络安全宣传周成都系列活动的重要组成部分——第二届基础软硬件智能化漏洞治理生态创新技术交流活动在成都成功举办。奇安信凭借在漏洞协同管理与高质量漏洞报送方面的卓越表现，一举斩获“2026年度协同软硬件漏洞管理优秀企业”、“2026年度基础软硬件漏洞报送优秀企业”两项重磅荣誉，是本次大会获奖最多的企业之一。 本次大会以“AI向善·安全有道”为主题，由国家信息安全漏洞库（CNNVD）、中国信息产业商会信息安",
      "localized": true,
      "stale": false
    },
    {
      "id": "638cbdf04999eb8c",
      "title": "Agentic 社会需要社会化 Harness",
      "original_title": "Agentic Societies Need a Social Harness",
      "url": "https://arxiv.org/abs/2609.17527v1",
      "source": "arXiv AI / ML / NLP",
      "source_id": "arxiv-ai",
      "source_url": "https://arxiv.org/",
      "category": "AI 模型",
      "tags": [
        "Agentic 社会＇ AI Agent＇ 协调"
      ],
      "published": "2026-09-15T17:57:27Z",
      "published_at": "2026-09-16T01:57:27+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Agentic 社会被定义为一组跨信任边界自主协调的 AI Agent 集合，代表目标可能仅部分一致的不同 Principal。",
      "original_summary": "An agentic society is a collection of AI agents that coordinate autonomously across trust boundaries, on behalf of different principals whose objectives may only partially align. We show experimentally that in agentic so",
      "localized": true,
      "stale": false
    },
    {
      "id": "31557f58740c8b06",
      "title": "腾讯字节阿里AI办公Agent格局",
      "original_title": "腾讯、字节、阿里「会战」AI 办公之后：Agent 领域格局已变",
      "url": "http://www.geekpark.net/news/370431",
      "source": "极客公园",
      "source_id": "geekpark",
      "source_url": "https://www.geekpark.net/",
      "category": "AI 模型",
      "tags": [
        "AI办公",
        "Agent",
        "大厂"
      ],
      "published": "Wed, 16 Sep 2026 14:39:11 +0800",
      "published_at": "2026-09-16T14:39:11+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "豆包工作发布，TRAE扣子整合豆包体系，飞书团队并入；WorkBuddy千万月活，阿里整合桌面云端Agent钉钉能力",
      "original_summary": "「这仗打错了，最多是白烧几十亿；但如果不打，可能是生死问题。」 这是创新工场联合首席执行官、管理合伙人汪华对大厂重金押注 AI 办公的判断。 2026 年的这个夏天，中国科技巨头发起了 Agent 时代第一场「战役」：豆包工作正式发布，TRAE、扣子团队整体并入豆包体系。更早的 7 月底，飞书产品团队并入豆包；另一边，腾讯的 WorkBuddy 已经跑出了千万月活，阿里也在整合自己的桌面 Agent、云端 Agent 和钉钉能力。 巨头",
      "localized": true,
      "stale": false
    },
    {
      "id": "0b033023473c9540",
      "title": "中国商飞公布 C919 相关流体系统数值仿真赛题",
      "original_title": "把你的代码写进C919！中国商飞硬核赛题公布",
      "url": "https://www.oschina.net/news/502513",
      "source": "开源中国",
      "source_id": "oschina",
      "source_url": "https://www.oschina.net/",
      "category": "研究",
      "tags": [
        "C919",
        "数值仿真",
        "流体系统"
      ],
      "published": "Wed, 16 Sep 2026 14:29:43 +0800",
      "published_at": "2026-09-16T14:29:43+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "赛题围绕飞机流体系统的数值仿真，涉及系统级管路网络中的压力、流量、温度分布与响应，以及发动机喷嘴等局部结构的介质雾化和阀门动作后的压力波传播。",
      "original_summary": "一架大飞机在图纸阶段，就要把流体的行为算明白。燃油在管路里怎么流，喷嘴喷出的介质如何雾化，阀门动作后压力波怎样往下游传，这些都要靠数值仿真提前预演。 飞机上的流体系统分层明显。系统级的管路网络跨度几十米，关心压力、流量、温度在整条链路上的分布与响应；发动机喷嘴这类局部结构只有毫米级尺寸，要看清内部...",
      "localized": true,
      "stale": false
    },
    {
      "id": "f4e58c9580aaf536",
      "title": "蚂蚁开源大模型安全护栏SingProbe，已适配29个主流开源模型",
      "original_title": "蚂蚁开源大模型安全护栏SingProbe，已适配29个主流开源模型",
      "url": "https://aiera.com.cn/2026/09/16/other/admin/113961/%e8%9a%82%e8%9a%81%e5%bc%80%e6%ba%90%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ae%89%e5%85%a8%e6%8a%a4%e6%a0%8fsingprobe%ef%bc%8c%e5%b7%b2%e9%80%82%e9%85%8d29%e4%b8%aa%e4%b8%bb%e6%b5%81%e5%bc%80%e6%ba%90%e6%a8%a1",
      "source": "新智元",
      "source_id": "aiera",
      "source_url": "https://www.aiera.com.cn/",
      "category": "开源生态",
      "tags": [
        "大模型安全",
        "SingProbe",
        "开源"
      ],
      "published": "Wed, 16 Sep 2026 06:10:35 +0000",
      "published_at": "2026-09-16T14:10:35+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "2026国家网络安全宣传周期间，蚂蚁AI安全实验室宣布开源大模型内生式安全护栏SingProbe，同步开放相关代码、模型和评测基准，为开发者提供与模型生成过程同步运行的安全检测",
      "original_summary": "2026国家网络安全宣传周期间，蚂蚁AI安全实验室宣布开源大模型内生式安全护栏SingProbe，同步开放相关代码、模型和评测基准，为开发者提供与模型生成过程同步运行的安全检测…",
      "localized": true,
      "stale": false
    },
    {
      "id": "9d3712a9ddd185ed",
      "title": "当我怀念旧版 Edge 浏览器时，我在怀念什么？",
      "original_title": "当我怀念旧版 Edge 浏览器时，我在怀念什么？",
      "url": "https://sspai.com/post/113295",
      "source": "少数派",
      "source_id": "sspai",
      "source_url": "https://sspai.com/",
      "category": "研究",
      "tags": [
        "怀旧",
        "浏览器",
        "微软"
      ],
      "published": "Wed, 16 Sep 2026 10:38:34 +0800",
      "published_at": "2026-09-16T10:38:34+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "复活吧，微软（旧）Edge——怀念一款「失败」的浏览器",
      "original_summary": "复活吧，微软（旧）Edge——怀念一款「失败」的浏览器。 查看全文",
      "localized": true,
      "stale": false
    },
    {
      "id": "9eb0d471849191eb",
      "title": "Boox Palma 3 支持手写笔并采用新设计",
      "original_title": "The Boox Palma 3 gets stylus support and a sleek redesign",
      "url": "https://www.theverge.com/tech/995826/boox-palma-3-e-ink-reader-pocket-smartphone-android-16",
      "source": "The Verge",
      "source_id": "the-verge",
      "source_url": "https://www.theverge.com/",
      "category": "开发工具",
      "tags": [
        "Boox Palma 3",
        "电子阅读器",
        "手写笔"
      ],
      "published": "2026-09-15T22:00:00-04:00",
      "published_at": "2026-09-16T10:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Boox 在上一代手机尺寸黑白电子阅读器更新近两年后发布 Palma 3，带来新外观设计、手写笔支持及其他小幅功能更新。",
      "original_summary": "Nearly two years after the last update to Boox's smartphone-sized black-and-white e-reader, the company announced the Palma 3 with a sleek redesign, new functionality, and a handful of other small updates that may justif",
      "localized": true,
      "stale": false
    },
    {
      "id": "0fa1b8daf138ee7e",
      "title": "圆桌讨论：AI真的会毁灭人类吗？",
      "original_title": "Roundtables: Could AI really kill us all?",
      "url": "https://www.technologyreview.com/2026/09/15/1143936/roundtables-will-ai-really-kill-us-all",
      "source": "MIT Technology Review",
      "source_id": "mit-tech-review",
      "source_url": "https://www.technologyreview.com/",
      "category": "安全",
      "tags": [
        "AI安全",
        "风险",
        "炒作"
      ],
      "published": "Tue, 15 Sep 2026 17:47:51 +0000",
      "published_at": "2026-09-16T01:47:51+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "全球领先AI实验室员工警告先进AI可能毁灭人类，引发安全争议。",
      "original_summary": "Listen to the session or watch below Employees at the world’s leading AI labs are saying there’s a real possibility that advanced AI could destroy humanity. Are they right? Or is this more scaremongering and hype? Watch ",
      "localized": true,
      "stale": false
    },
    {
      "id": "dfe2f7f06070ffbc",
      "title": "AI社会影响",
      "original_title": "AI for Societal Impact",
      "url": "https://blog.google/innovation-and-ai/technology/ai/ai-for-societal-impact",
      "source": "Google AI Blog",
      "source_id": "google-ai-blog",
      "source_url": "https://blog.google/technology/ai/",
      "category": "研究",
      "tags": [
        "人工智能",
        "社会影响",
        "创新"
      ],
      "published": "Tue, 15 Sep 2026 16:00:00 +0000",
      "published_at": "2026-09-16T00:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "探索专家和地方领导者如何利用AI突破确保每个人共享AI机会",
      "original_summary": "Explore this collection to see how experts and local leaders are using AI breakthroughs to ensure everyone can share the opportunity of AI.",
      "localized": true,
      "stale": false
    },
    {
      "id": "6aae488b1bb65e59",
      "title": "Gemini 3.8 Live 和 3.8 Live Extended Thinking 发布",
      "original_title": "Introducing Gemini 3.8 Live and 3.8 Live Extended Thinking",
      "url": "https://deepmind.google/blog/introducing-gemini-3-8-live-and-3-8-live-extended-thinking",
      "source": "DeepMind Blog",
      "source_id": "deepmind-blog",
      "source_url": "https://deepmind.google/blog/",
      "category": "AI 模型",
      "tags": [
        "Gemini",
        "AI 模型",
        "实时"
      ],
      "published": "Tue, 15 Sep 2026 17:05:57 +0000",
      "published_at": "2026-09-16T01:05:57+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "介绍 Gemini 3.8 Live 及其增强思考版本。",
      "original_summary": "",
      "localized": true,
      "stale": false
    },
    {
      "id": "3e40455d7647114e",
      "title": "飞傲翡声 JT9 新增深咖色，999元",
      "original_title": "飞傲翡声 JT9 开放式平板头戴有线耳机新增深咖色：95×86mm 单元，999 元",
      "url": "https://www.ithome.com/1/003/072.htm",
      "source": "IT之家",
      "source_id": "ithome",
      "source_url": "https://www.ithome.com/",
      "category": "研究",
      "tags": [
        "平板耳机",
        "新材料",
        "制程工艺"
      ],
      "published": "Wed, 16 Sep 2026 06:54:30 GMT",
      "published_at": "2026-09-16T14:54:30+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "搭载95×86mm平板单元，1μm特薄膜片，蓝宝石+铝镀膜，28纳米制程工艺。",
      "original_summary": "IT之家 9 月 16 日消息，飞傲翡声 JT9 开放式平板头戴耳机新增深咖色， 售价 999 元 。 官方表示，这款耳机搭载 95x86mm 平板单元，单元采用 1μm 特薄膜片，相比常规平板耳机的 3μm+ 膜片更轻薄，能够重现高频乃至特高频的微弱信号；采用蓝宝石 + 金属铝叠加镀膜，兼顾导电与高刚性，解析更细腻。 这款耳机引入半导体行业的 28 纳米芯片级制程工艺，赋予音圈更高生产精度，优化导电线圈牢固度与使用寿命；采用均匀等磁场",
      "localized": true,
      "stale": false
    },
    {
      "id": "31ceb9bedde7065b",
      "title": "逼近Claude！中国黑马27B模型与OpenAI同榜",
      "original_title": "逼近Claude！中国黑马27B模型与OpenAI同榜",
      "url": "https://news.cnblogs.com/n/838095",
      "source": "博客园",
      "source_id": "cnblogs",
      "source_url": "https://www.cnblogs.com/",
      "category": "AI 模型",
      "tags": [
        "大语言模型",
        "AI 竞争",
        "技术进步"
      ],
      "published": "Wed, 16 Sep 2026 04:46:00 GMT",
      "published_at": "2026-09-16T12:46:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "新智元报道，中国27B模型在最新榜单中与OpenAI并列，显示其性能逼近Claude。OpenAI近期宣布“自动化 AI 研究实习生”计划，已有每个人类研究员对应3.1个Agent工作日运行。",
      "original_summary": "新智元报道 就在上周，黄仁勋在高盛科技大会上说了一句让整个 AI 圈亢奋的话： 网络安全，很可能是 AI 的下一个杀手级应用。 几天前，OpenAI 刚刚官宣兑现了一年前的承诺——「自动化 AI 研究实习生」正式上岗，每 1 个人类研究员工作日的背后，已经有 3.1 个 Agent 工作日在跑。 巨 本文链接",
      "localized": true,
      "stale": false
    },
    {
      "id": "5fb1c57452cf7d57",
      "title": "微软确认 Word 使用第三方模板创建文档时会崩溃",
      "original_title": "继Excel复制粘贴和公式异常后 微软确认Word使用模版创建文档时也会发生崩溃",
      "url": "https://www.landian.news/archives/126903.html",
      "source": "蓝点网",
      "source_id": "landiannews",
      "source_url": "https://www.landiannews.com/",
      "category": "开发工具",
      "tags": [
        "Microsoft 365",
        "Word",
        "崩溃"
      ],
      "published": "Wed, 16 Sep 2026 05:45:36 +0000",
      "published_at": "2026-09-16T13:45:36+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "继 Excel 复制粘贴和公式异常后，Word 也被确认存在崩溃问题，影响 Microsoft 365 2608 版，当通过部分第三方文档或模板管理应用生成并填充文档时触发，暂无临时解决方案。",
      "original_summary": "#软件资讯 继 Excel 复制粘贴和公式计算异常后，微软确认 Word 使用模板创建文档时也会发生崩溃。这个问题影响 Microsoft 365 2608 版，使用某些第三方文档或模版管理应用从模板生成和填充文档时，Word 会崩溃。目前 Word 团队正在调查问题，暂时没有临时解决方案。查看全文：https://ourl.co/126903",
      "localized": true,
      "stale": false
    },
    {
      "id": "293e715e7ef99dca",
      "title": "个人开发者想在微信小程序里接入 AI 生图，市面上哪些 AI 生图 API 的延迟最低、成本更可控？",
      "original_title": "个人开发者想在微信小程序里接入 AI 生图，市面上哪些 AI 生图 API 的延迟最低、成本更可控？",
      "url": "https://segmentfault.com/q/1010000048297476",
      "source": "SegmentFault",
      "source_id": "segmentfault",
      "source_url": "https://segmentfault.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "2026-09-15T20:39:27+08:00",
      "published_at": "2026-09-15T20:39:27+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "个人开发者想在微信小程序里接入 AI 生图，市面上哪些 AI 生图 API 的延迟最低、成本更可控？ 在实际项目中，针对这种用户等待型的小程序应用，你们更倾向于接入哪家（万象、豆包，或硅基智能、TokenByte这种AI 网关等等）的生图服务？",
      "original_summary": "个人开发者想在微信小程序里接入 AI 生图，市面上哪些 AI 生图 API 的延迟最低、成本更可控？ 在实际项目中，针对这种用户等待型的小程序应用，你们更倾向于接入哪家（万象、豆包，或硅基智能、TokenByte这种AI 网关等等）的生图服务？",
      "localized": false,
      "stale": false
    },
    {
      "id": "e6c7b1a1b26bd8e3",
      "title": "E3申请用户登录访问401错误问题",
      "original_title": "[问与答] 诸位之前申请的 E3，还能登陆进去吗？ 我的已经登录 401 了",
      "url": "https://www.v2ex.com/t/1242440",
      "source": "V2EX",
      "source_id": "v2ex",
      "source_url": "https://www.v2ex.com/",
      "category": "安全",
      "tags": [
        "E3登录",
        "401错误",
        "身份认证"
      ],
      "published": "2026-09-16T06:55:44Z",
      "published_at": "2026-09-16T14:55:44+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "部分用户反馈在尝试登录之前申请的E3资源时遇Authorization（401）错误",
      "original_summary": "诸位之前申请的 E3 ，还能登陆进去吗？ 我的已经登录 401 了",
      "localized": true,
      "stale": false
    },
    {
      "id": "41e9ac7efe9169d7",
      "title": "夜晚睡眠光照太亮可能会损伤心脏",
      "original_title": "夜晚睡眠光照太亮可能会损伤心脏",
      "url": "https://www.solidot.org/story?sid=85388",
      "source": "Solidot",
      "source_id": "solidot",
      "source_url": "https://www.solidot.org/",
      "category": "研究",
      "tags": [],
      "published": "Wed, 16 Sep 2026 00:45:24 +0800",
      "published_at": "2026-09-16T00:45:24+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "研究人员分析了 英国生物样本库（UK Biobank）11,071 名参与者的数据，参与者在一周时间内手腕佩戴了光线和运动传感器。研究开始时参与者均未有心血管疾病。在几年之后他们接受了心脏 MRI 检查。研究人员主要针对两类人群，其一是夜间睡眠时几乎没有任何光；其二是接触至少 3 lux（照度单位）的光，这些光线可能来自透过窗帘射入的街灯，家用电器上的 LED 灯。在考虑个人背景、生活方式、健康状况和环境因素后，研究人员发现，夜间睡眠时",
      "original_summary": "研究人员分析了 英国生物样本库（UK Biobank）11,071 名参与者的数据，参与者在一周时间内手腕佩戴了光线和运动传感器。研究开始时参与者均未有心血管疾病。在几年之后他们接受了心脏 MRI 检查。研究人员主要针对两类人群，其一是夜间睡眠时几乎没有任何光；其二是接触至少 3 lux（照度单位）的光，这些光线可能来自透过窗帘射入的街灯，家用电器上的 LED 灯。在考虑个人背景、生活方式、健康状况和环境因素后，研究人员发现，夜间睡眠时",
      "localized": false,
      "stale": false
    },
    {
      "id": "968c32634dc2a1cb",
      "title": "Perplexity trusts GPT-6 Astra with end-to-end systems",
      "original_title": "Perplexity trusts GPT-6 Astra with end-to-end systems",
      "url": "https://openai.com/index/perplexity-improving-accuracy-with-astra",
      "source": "OpenAI News",
      "source_id": "openai-news",
      "source_url": "https://openai.com/news/",
      "category": "AI 模型",
      "tags": [],
      "published": "Mon, 14 Sep 2026 00:00:00 GMT",
      "published_at": "2026-09-14T08:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.",
      "original_summary": "Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.",
      "localized": false,
      "stale": false
    },
    {
      "id": "cf06d711f417111b",
      "title": "The AI data center boom is colliding with cities scarred by big industry",
      "original_title": "The AI data center boom is colliding with cities scarred by big industry",
      "url": "https://techcrunch.com/2026/09/15/the-ai-data-center-boom-is-colliding-with-cities-scarred-by-big-industry",
      "source": "TechCrunch AI",
      "source_id": "techcrunch-ai",
      "source_url": "https://techcrunch.com/category/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [],
      "published": "Tue, 15 Sep 2026 21:47:38 +0000",
      "published_at": "2026-09-16T05:47:38+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "National outcry against data center construction has spread to Philadelphia, where officials suggested possible construction in a neighborhood already impacted by a now-defunct oil refinery.",
      "original_summary": "National outcry against data center construction has spread to Philadelphia, where officials suggested possible construction in a neighborhood already impacted by a now-defunct oil refinery.",
      "localized": false,
      "stale": false
    },
    {
      "id": "8515c21be0e8339a",
      "title": "New York Seizes a Dozen Celebrity Deepfake Websites",
      "original_title": "New York Seizes a Dozen Celebrity Deepfake Websites",
      "url": "https://www.wired.com/story/new-york-seizes-a-dozen-celebrity-deepfake-websites",
      "source": "Wired AI",
      "source_id": "wired-ai",
      "source_url": "https://www.wired.com/tag/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [],
      "published": "Mon, 14 Sep 2026 16:50:00 +0000",
      "published_at": "2026-09-15T00:50:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "In the biggest-ever legal action against harmful deepfake websites, the Manhattan District Attorney’s Office has seized 12 sites that collectively targeted around 1,200 victims.",
      "original_summary": "In the biggest-ever legal action against harmful deepfake websites, the Manhattan District Attorney’s Office has seized 12 sites that collectively targeted around 1,200 victims.",
      "localized": false,
      "stale": false
    },
    {
      "id": "935d2e256c306c42",
      "title": "The Roman telescope has enough gas for 22 years, double NASA's expectations",
      "original_title": "The Roman telescope has enough gas for 22 years, double NASA's expectations",
      "url": "https://arstechnica.com/space/2026/09/the-roman-telescope-has-enough-gas-for-22-years-double-nasas-expectations",
      "source": "Ars Technica",
      "source_id": "arstechnica",
      "source_url": "https://arstechnica.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Tue, 15 Sep 2026 22:26:32 +0000",
      "published_at": "2026-09-16T06:26:32+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "The Nancy Grace Roman Space Telescope is the first NASA observatory designed for in-space refueling.",
      "original_summary": "The Nancy Grace Roman Space Telescope is the first NASA observatory designed for in-space refueling.",
      "localized": false,
      "stale": false
    },
    {
      "id": "0810c2a564cb1beb",
      "title": "Cilium 1.20: Gateway API ExternalAuth, TCPRoute/UDPRoute, ENI IPAM for IPv6, and more",
      "original_title": "Cilium 1.20: Gateway API ExternalAuth, TCPRoute/UDPRoute, ENI IPAM for IPv6, and more",
      "url": "https://www.cncf.io/blog/2026/09/14/cilium-1-20-gateway-api-externalauth-tcproute-udproute-eni-ipam-for-ipv6-and-more",
      "source": "CNCF Blog",
      "source_id": "cncf-blog",
      "source_url": "https://www.cncf.io/blog/",
      "category": "AI 模型",
      "tags": [],
      "published": "Mon, 14 Sep 2026 10:45:49 +0000",
      "published_at": "2026-09-14T18:45:49+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Cilium 1.20, the second major open source Cilium release of 2026 after Cilium 1.19, is finally here. Three themes stand out in this release: Thank you to every contributor, reviewer and maintainer who made Cilium 1.20...",
      "original_summary": "Cilium 1.20, the second major open source Cilium release of 2026 after Cilium 1.19, is finally here. Three themes stand out in this release: Thank you to every contributor, reviewer and maintainer who made Cilium 1.20...",
      "localized": false,
      "stale": false
    },
    {
      "id": "912b0c25597976f6",
      "title": "被英伟达点名的杭州团队，补上了AI for Science的「最后一公里」",
      "original_title": "被英伟达点名的杭州团队，补上了AI for Science的「最后一公里」",
      "url": "https://www.qbitai.com/2026/09/490185.html",
      "source": "量子位",
      "source_id": "qbitai",
      "source_url": "https://www.qbitai.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 16 Sep 2026 03:40:35 +0000",
      "published_at": "2026-09-16T11:40:35+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "从想法到结果，一次对话实现",
      "original_summary": "从想法到结果，一次对话实现",
      "localized": false,
      "stale": false
    },
    {
      "id": "cf5bc0c7fc064003",
      "title": "自主团队被捧过头了？Simon Rohrer 直言：你们交付的根本不是产品",
      "original_title": "自主团队被捧过头了？Simon Rohrer 直言：你们交付的根本不是产品",
      "url": "https://www.infoq.cn/article/zZ1VxUIIPts70RtVpGhB",
      "source": "InfoQ 中文",
      "source_id": "infoq-cn",
      "source_url": "https://www.infoq.cn/",
      "category": "开发工具",
      "tags": [],
      "published": "Wed, 16 Sep 2026 13:23:00 GMT",
      "published_at": "2026-09-16T21:23:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "点击查看原文>",
      "original_summary": "点击查看原文>",
      "localized": false,
      "stale": false
    },
    {
      "id": "8f6e3c4331f9006f",
      "title": "市场监管总局“高质量发展中国行·质量强县看担当”网评引导活动在义乌启动",
      "original_title": "市场监管总局“高质量发展中国行·质量强县看担当”网评引导活动在义乌启动",
      "url": "https://www.tmtpost.com/8141582.html",
      "source": "钛媒体",
      "source_id": "tmtpost",
      "source_url": "https://www.tmtpost.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Wed, 16 Sep 2026 13:24:28 +0800",
      "published_at": "2026-09-16T13:24:28+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "首站走进浙江，深入义乌、杭州滨江等地，总结推广“义乌发展经验”，展示专业市场现代化治理、数字经济赋能质量提升的浙江实践。",
      "original_summary": "首站走进浙江，深入义乌、杭州滨江等地，总结推广“义乌发展经验”，展示专业市场现代化治理、数字经济赋能质量提升的浙江实践。",
      "localized": false,
      "stale": false
    },
    {
      "id": "5b3905f62a2557a8",
      "title": "对话蚂蚁灵波 CEO 朱兴：机器人还吃不了「粗粮」",
      "original_title": "对话蚂蚁灵波 CEO 朱兴：机器人还吃不了「粗粮」",
      "url": "https://www.ifanr.com/1680322",
      "source": "爱范儿",
      "source_id": "ifanr",
      "source_url": "https://www.ifanr.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 16 Sep 2026 04:04:59 +0000",
      "published_at": "2026-09-16T12:04:59+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "具身智能会有自己的「ChatGPT 时刻」吗 #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": "具身智能会有自己的「ChatGPT 时刻」吗 #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": "2b892cc4e3aa3fa4",
      "title": "王强宇履新百望：从发票SaaS工具到财税垂直大模型再至企业级AI平台",
      "original_title": "王强宇履新百望：从发票SaaS工具，到财税垂直大模型，再到企业的Palantir",
      "url": "https://www.leiphone.com/category/industrynews/eHFMXZuvEmgUO75A.html",
      "source": "雷锋网",
      "source_id": "leiphone",
      "source_url": "https://www.leiphone.com/",
      "category": "AI 模型",
      "tags": [
        "AI 模型",
        "垂类大模型",
        "企业级AI"
      ],
      "published": "Wed, 16 Sep 2026 10:13:00 +0800",
      "published_at": "2026-09-16T10:13:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "王强宇加入百望股份担任联席总经理，此前已完成垂类大模型从0到1并实现规模化应用的全链路闭环，涵盖发票SaaS、财税垂直模型及临床智能产品落地",
      "original_summary": "在今天的AI行业，能谈大模型的人很多，真正把垂类大模型做出来、做进真实业务流程，并且完成从技术、产品到规模化应用闭环的人，却依然稀缺。 王强宇是卓越的实战派代表，这也是资本市场对他出任百望股份联席总经理高度关注的原因。 在加入百望股份之前，王强宇已经完整走过一次垂类大模型从0到1、再从1走向规模化应用的路径。 从连续创业，到担任钉钉副总裁，再到创办壹生检康、主导豆蔻医疗大模型及临床智能产品落地，他过去二十余年的职业经历，几乎贯穿了中国互",
      "localized": true,
      "stale": false
    },
    {
      "id": "f063606a8e01518a",
      "title": "ScienceBuddy：递归-在-递归自改进的交互式科学代理",
      "original_title": "ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents",
      "url": "https://arxiv.org/abs/2609.17523v1",
      "source": "arXiv AI / ML / NLP",
      "source_id": "arxiv-ai",
      "source_url": "https://arxiv.org/",
      "category": "AI 模型",
      "tags": [
        "ScienceBuddy",
        "递归自改进",
        "交互式科学代理"
      ],
      "published": "2026-09-15T17:55:28Z",
      "published_at": "2026-09-16T01:55:28+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "我们介绍并发布 ScienceBuddy，这是一个交互式科学研究工作空间，能够将持续改进的科学代理融入研究者的日常工作流程。ScienceBuddy 支持研究者进行",
      "original_summary": "We introduce and release ScienceBuddy, an interactive scientific research workspace that brings continually improving scientific agents into researchers' everyday workflows. ScienceBuddy supports researchers in carrying ",
      "localized": true,
      "stale": false
    },
    {
      "id": "12a14a432bcf5af8",
      "title": "没有方向盘、没有踏板、没有后视镜：特斯拉最疯狂的车来了",
      "original_title": "没有方向盘、没有踏板、没有后视镜：特斯拉最疯狂的车来了",
      "url": "http://www.geekpark.net/news/370425",
      "source": "极客公园",
      "source_id": "geekpark",
      "source_url": "https://www.geekpark.net/",
      "category": "开发工具",
      "tags": [],
      "published": "Wed, 16 Sep 2026 14:30:50 +0800",
      "published_at": "2026-09-16T14:30:50+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "9 月 3 日，特斯拉「悄悄」办了一场发布会。 没有直播，没有全球媒体轰炸，只请了少数受邀者参加。活动开始前，特斯拉的网红粉丝们发布了照片和视频。特斯拉还在网站上设置了倒计时，为该活动预热。 这场发布会的主角，是那台被外界戏称为「三无车型」的 Cybercab：没有方向盘，没有踏板，连传统意义上的侧后视镜都没有。它从设计之初就不打算遵循任何传统汽车的逻辑，目标是把单车成本和每英里运营成本压到极致。 Cybercab 的发布比以往的产品演",
      "original_summary": "9 月 3 日，特斯拉「悄悄」办了一场发布会。 没有直播，没有全球媒体轰炸，只请了少数受邀者参加。活动开始前，特斯拉的网红粉丝们发布了照片和视频。特斯拉还在网站上设置了倒计时，为该活动预热。 这场发布会的主角，是那台被外界戏称为「三无车型」的 Cybercab：没有方向盘，没有踏板，连传统意义上的侧后视镜都没有。它从设计之初就不打算遵循任何传统汽车的逻辑，目标是把单车成本和每英里运营成本压到极致。 Cybercab 的发布比以往的产品演",
      "localized": false,
      "stale": false
    },
    {
      "id": "b00023d783c94e17",
      "title": "Java 27 正式发布：G1 成为默认垃圾回收器，后量子加密进入 TLS 1.3",
      "original_title": "Java 27 正式发布：G1 成为默认垃圾回收器，后量子加密进入 TLS 1.3",
      "url": "https://www.oschina.net/news/502512/oracle-the-arrival-of-java-27",
      "source": "开源中国",
      "source_id": "oschina",
      "source_url": "https://www.oschina.net/",
      "category": "开发工具",
      "tags": [
        "Java",
        "G1",
        "后量子加密"
      ],
      "published": "Wed, 16 Sep 2026 11:31:06 +0800",
      "published_at": "2026-09-16T11:31:06+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Java 27 于 2026 年 9 月 15 日正式 GA，包含 9 项 JEP，其中 G1 被设为所有环境的默认垃圾回收器（JEP 523），后量子加密算法被纳入 TLS 1.3 支持。",
      "original_summary": "Java 27 今天（9 月 15 日）正式 GA，这是 2026 年的第二个功能版本，包含 9 个 JEP。当中有几个挺值得说明的转向。 最实在的改动是 G1 成了所有环境的默认垃圾回收器（JEP 523）。以前 G1 只在某些环境默认，这次统一了行为，让开发者在使用 Java 27 时默认就有一个稳定的 GC 配置，不用再为不同部署环境踩不同的默认值...",
      "localized": true,
      "stale": false
    },
    {
      "id": "0bd6db6790ead18e",
      "title": "突发！英伟达「封杀」Claude最强模型",
      "original_title": "突发！英伟达「封杀」Claude最强模型",
      "url": "https://aiera.com.cn/2026/09/16/other/admin/113929/%e7%aa%81%e5%8f%91%ef%bc%81%e8%8b%b1%e4%bc%9f%e8%be%be%e3%80%8c%e5%b0%81%e6%9d%80%e3%80%8dclaude%e6%9c%80%e5%bc%ba%e6%a8%a1%e5%9e%8b",
      "source": "新智元",
      "source_id": "aiera",
      "source_url": "https://www.aiera.com.cn/",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 16 Sep 2026 00:03:36 +0000",
      "published_at": "2026-09-16T08:03:36+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Anthropic的顶级金主们，正在集体拔网线。 英伟达、Palantir、博思艾伦，硅谷最不差钱、也最舍得在AI上砸钱的几家公司，最近默契地干了同一件事——",
      "original_summary": "Anthropic的顶级金主们，正在集体拔网线。 英伟达、Palantir、博思艾伦，硅谷最不差钱、也最舍得在AI上砸钱的几家公司，最近默契地干了同一件事——",
      "localized": false,
      "stale": false
    },
    {
      "id": "5a6d5b9897d5e028",
      "title": "派早报：Steam Frame 开启预购、WPS 多端支持 Markdown 等",
      "original_title": "派早报：Steam Frame 开启预购、WPS 多端支持 Markdown 等",
      "url": "https://sspai.com/post/114638",
      "source": "少数派",
      "source_id": "sspai",
      "source_url": "https://sspai.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Wed, 16 Sep 2026 08:39:40 +0800",
      "published_at": "2026-09-16T08:39:40+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "华为与问界调整鸿蒙智行合作模式，雅马哈发布 B200A 条形音箱等。 查看全文",
      "original_summary": "华为与问界调整鸿蒙智行合作模式，雅马哈发布 B200A 条形音箱等。 查看全文",
      "localized": false,
      "stale": false
    },
    {
      "id": "ad14c70e6cfe15ef",
      "title": "佳能EOS R8 Mark II是最轻全画幅防抖相机",
      "original_title": "The EOS R8 Mark II is Canon’s lightest full-frame camera with stabilization",
      "url": "https://www.theverge.com/tech/995430/canon-eos-r8-mark-11-full-frame-digital-camera-pricing-availability",
      "source": "The Verge",
      "source_id": "the-verge",
      "source_url": "https://www.theverge.com/",
      "category": "开发工具",
      "tags": [
        "佳能",
        "全画幅",
        "机身防抖"
      ],
      "published": "2026-09-15T21:00:00-04:00",
      "published_at": "2026-09-16T09:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "佳能宣布第二代EOS R8，采用复古风格重新设计并新增机身防抖，该功能是初代R8最显著的缺失项之一。",
      "original_summary": "Canon announced the second-generation of its EOS R8 with a new retro-inspired redesign and the addition of in-body stabilization. That feature was one of the most notable omissions from the original R8 that launched in 2",
      "localized": true,
      "stale": false
    },
    {
      "id": "b3e3c9723a25bf8c",
      "title": "The Download: AI doomers, whistleblowing agents, and de-aged livers",
      "original_title": "The Download: AI doomers, whistleblowing agents, and de-aged livers",
      "url": "https://www.technologyreview.com/2026/09/15/1144141/the-download-ai-extinction-whistleblowing-agents-donated-livers",
      "source": "MIT Technology Review",
      "source_id": "mit-tech-review",
      "source_url": "https://www.technologyreview.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Tue, 15 Sep 2026 12:10:00 +0000",
      "published_at": "2026-09-15T20:10:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "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. The AI industry has taken a doomer turn. What now? AI chiefs Dario Amodei, Sam Alt",
      "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. The AI industry has taken a doomer turn. What now? AI chiefs Dario Amodei, Sam Alt",
      "localized": false,
      "stale": false
    },
    {
      "id": "419a0d7bd8653188",
      "title": "Building AI to accelerate science and improve lives",
      "original_title": "Building AI to accelerate science and improve lives",
      "url": "https://blog.google/innovation-and-ai/technology/ai/ai-applications-science-people",
      "source": "Google AI Blog",
      "source_id": "google-ai-blog",
      "source_url": "https://blog.google/technology/ai/",
      "category": "AI 模型",
      "tags": [],
      "published": "Tue, 15 Sep 2026 16:00:00 +0000",
      "published_at": "2026-09-16T00:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "The true measure of AI is who it helps. Here’s how it’s impacting lives today. We're focused on key areas where advanced technology can help make extraordinary progress …",
      "original_summary": "The true measure of AI is who it helps. Here’s how it’s impacting lives today. We're focused on key areas where advanced technology can help make extraordinary progress …",
      "localized": false,
      "stale": false
    },
    {
      "id": "15024b7ffdc845ea",
      "title": "小米多款笔记本电脑涨价，覆盖 REDMI Book Pro 及 Xiaomi Book Pro 系列",
      "original_title": "小米多款笔记本电脑涨价，覆盖 REDMI Book Pro 及 Xiaomi Book Pro 系列",
      "url": "https://www.ithome.com/1/003/071.htm",
      "source": "IT之家",
      "source_id": "ithome",
      "source_url": "https://www.ithome.com/",
      "category": "开发工具",
      "tags": [],
      "published": "Wed, 16 Sep 2026 06:52:18 GMT",
      "published_at": "2026-09-16T14:52:18+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "IT之家 9 月 16 日消息，博主 @懒酱的日记本 今日发现，小米旗下笔记本电脑产品现已迎来新一轮价格调整。 REDMI Book Pro 14 2025、REDMI Book Pro 16 2025、Xiaomi Book Pro 14、REDMI Book 16 2026、REDMI Book 14 2026、REDMI Book Pro 16 2026，以及 REDMI Book Pro 14 2026 实际到手价格上涨 400",
      "original_summary": "IT之家 9 月 16 日消息，博主 @懒酱的日记本 今日发现，小米旗下笔记本电脑产品现已迎来新一轮价格调整。 REDMI Book Pro 14 2025、REDMI Book Pro 16 2025、Xiaomi Book Pro 14、REDMI Book 16 2026、REDMI Book 14 2026、REDMI Book Pro 16 2026，以及 REDMI Book Pro 14 2026 实际到手价格上涨 400",
      "localized": false,
      "stale": false
    },
    {
      "id": "0a0f8f02b1601f63",
      "title": "复旦发布复杂场景音视频说话人追踪基准",
      "original_title": "复旦发布以人为中心的复杂场景音视频追踪基准 | ICML 2026",
      "url": "https://news.cnblogs.com/n/838094",
      "source": "博客园",
      "source_id": "cnblogs",
      "source_url": "https://www.cnblogs.com/",
      "category": "研究",
      "tags": [
        "音视频追踪",
        "说话人识别",
        "复杂场景"
      ],
      "published": "Wed, 16 Sep 2026 04:38:00 GMT",
      "published_at": "2026-09-16T12:38:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "该基准面向音视频说话人追踪，覆盖多人会议、综艺字幕和监控追踪等应用场景。",
      "original_summary": "新智元报道 想象一下这个场景：一场多人线上会议，有人说话时画面自动聚焦到发言者；一段综艺素材，后期系统能自动识别谁在讲话并生成字幕；一段监控录像，系统能在人群中持续追踪正在说话的那个人。 这些功能背后依赖的是同一项技术——音视频说话人追踪(Audio-Visual Speaker Tracking) 本文链接",
      "localized": true,
      "stale": false
    },
    {
      "id": "ac11bc9f6c314f7b",
      "title": "Codex延续开源项目赞助计划：赞助名额提升到10000个 提供6个月 Pro 5x权限",
      "original_title": "Codex延续开源项目赞助计划：赞助名额提升到10000个 提供6个月 Pro 5x权限",
      "url": "https://www.landian.news/archives/126902.html",
      "source": "蓝点网",
      "source_id": "landiannews",
      "source_url": "https://www.landiannews.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 16 Sep 2026 05:00:15 +0000",
      "published_at": "2026-09-16T13:00:15+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "#人工智能 Codex 延续开源项目赞助计划，赞助名额从 5000 个提升到 10000 个。不过之前提供的是 200 美元的 ChatGPT Pro 20x 方案，现在提供的 Pro 5x 方案。之前已经申请过第一轮赞助的开源项目维护者也可以继续申请。申请地址：https://ourl.co/126902",
      "original_summary": "#人工智能 Codex 延续开源项目赞助计划，赞助名额从 5000 个提升到 10000 个。不过之前提供的是 200 美元的 ChatGPT Pro 20x 方案，现在提供的 Pro 5x 方案。之前已经申请过第一轮赞助的开源项目维护者也可以继续申请。申请地址：https://ourl.co/126902",
      "localized": false,
      "stale": false
    },
    {
      "id": "248aa86d28a89fa2",
      "title": "LangChain Agent多轮工具调用后忽略输出约束，长任务下如何保证指令遵循？",
      "original_title": "LangChain Agent多轮工具调用后忽略输出约束，长任务下如何保证指令遵循？",
      "url": "https://segmentfault.com/q/1010000048296778",
      "source": "SegmentFault",
      "source_id": "segmentfault",
      "source_url": "https://segmentfault.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "2026-09-15T16:25:15+08:00",
      "published_at": "2026-09-15T16:25:15+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "问题描述 在做一个自动化代码审查的Agent，流程是：读取diff → 分析改动 → 调用多个工具收集上下文 → 生成审查意见。 实际跑到第5、6步之后，模型开始忽略system prompt里定好的输出格式约束，返回纯文本而不是约定的JSON，多轮之后越来越明显。 运行环境 Python 3.11 / langchain 0.2.x 模型：gpt-4o（deepseek-chat 复现了同样现象） 关键代码 SYSTEM_PROMPT",
      "original_summary": "问题描述 在做一个自动化代码审查的Agent，流程是：读取diff → 分析改动 → 调用多个工具收集上下文 → 生成审查意见。 实际跑到第5、6步之后，模型开始忽略system prompt里定好的输出格式约束，返回纯文本而不是约定的JSON，多轮之后越来越明显。 运行环境 Python 3.11 / langchain 0.2.x 模型：gpt-4o（deepseek-chat 复现了同样现象） 关键代码 SYSTEM_PROMPT",
      "localized": false,
      "stale": false
    },
    {
      "id": "d4a5cee36c5c66c7",
      "title": "Zoo Proxy 提供免费本地 IP 地址试用",
      "original_title": "[推广] [免费赠品] Zoo Proxy 提供免费的本地 IP 地址。",
      "url": "https://www.v2ex.com/t/1242439",
      "source": "V2EX",
      "source_id": "v2ex",
      "source_url": "https://www.v2ex.com/",
      "category": "开发工具",
      "tags": [
        "本地 IP",
        "代理服务",
        "网络工具"
      ],
      "published": "2026-09-16T06:55:10Z",
      "published_at": "2026-09-16T14:55:10+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "覆盖 195 个国家地区，拥有 10 亿真实 IP，支持国家-省-市三级定向，轮换/固定会话双模式，兼容 HTTP/HTTPS/SOCKS5，运行率达 99.92%，注册即可获 500MB 免费试用",
      "original_summary": "Zooproxy 拥有覆盖 195 个国家和地区的牵引亿个真实 IP 地址，支持三级定向（国家-省-市）；双模式轮换/固定会话；兼容 HTTP/HTTPS/SOCKS5 ；流量地址；正常运行率高达 99.92%。 立即注册，即可获得 500MB 免费实验我们！ 预测的价格：动态住宅代理：每年 0.38 美元（阶梯式、定时式、默认式） ISP 提供的静态住宅代理：每个 IP 地址每月 2 美元，流量不限 无限端口套餐：每个端口每天 0.3",
      "localized": true,
      "stale": false
    },
    {
      "id": "a9aaf779b1d7ab2d",
      "title": "出于兴趣阅读有助于促进终身的身心健康",
      "original_title": "出于兴趣阅读有助于促进终身的身心健康",
      "url": "https://www.solidot.org/story?sid=85387",
      "source": "Solidot",
      "source_id": "solidot",
      "source_url": "https://www.solidot.org/",
      "category": "开源生态",
      "tags": [],
      "published": "Wed, 16 Sep 2026 00:03:18 +0800",
      "published_at": "2026-09-16T00:03:18+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "WHO 的数据显示，全球逾 10 亿人有心理健康障碍，其中焦虑症和抑郁症等病症造成了巨大的个人痛苦和经济损失。全世界约有七分之一 10-19 岁青少年有心理障碍，占该年龄段疾病负担的 15%。抑郁症、焦虑症和行为障碍是导致疾病和残疾的主因，而自杀则是 15-29 岁人群的第三大死因，凸显了为青少年提供心理健康支持的迫切性。人们已经认识到，环境因素会影响大脑健康、认知能力、心理健康及身体健康，而这些因素可通过改变行为加以改善。因此通过改善",
      "original_summary": "WHO 的数据显示，全球逾 10 亿人有心理健康障碍，其中焦虑症和抑郁症等病症造成了巨大的个人痛苦和经济损失。全世界约有七分之一 10-19 岁青少年有心理障碍，占该年龄段疾病负担的 15%。抑郁症、焦虑症和行为障碍是导致疾病和残疾的主因，而自杀则是 15-29 岁人群的第三大死因，凸显了为青少年提供心理健康支持的迫切性。人们已经认识到，环境因素会影响大脑健康、认知能力、心理健康及身体健康，而这些因素可通过改变行为加以改善。因此通过改善",
      "localized": false,
      "stale": false
    },
    {
      "id": "75858c37f7ded94b",
      "title": "Meta now lets AI agents handle the boring parts of WhatsApp Business setup",
      "original_title": "Meta now lets AI agents handle the boring parts of WhatsApp Business setup",
      "url": "https://techcrunch.com/2026/09/15/meta-now-lets-ai-agents-handle-the-boring-parts-of-whatsapp-business-setup",
      "source": "TechCrunch AI",
      "source_id": "techcrunch-ai",
      "source_url": "https://techcrunch.com/category/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [],
      "published": "Tue, 15 Sep 2026 20:12:53 +0000",
      "published_at": "2026-09-16T04:12:53+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "A new WhatsApp Business MCP server lets developers use AI coding agents like Claude, Cursor, Codex, and ChatGPT to handle setup, messaging templates, testing, and troubleshooting.",
      "original_summary": "A new WhatsApp Business MCP server lets developers use AI coding agents like Claude, Cursor, Codex, and ChatGPT to handle setup, messaging templates, testing, and troubleshooting.",
      "localized": false,
      "stale": false
    },
    {
      "id": "207c93d462bb25b4",
      "title": "AI Leaders Are Calling for a Slowdown. Trump’s Team Says It’s on Them",
      "original_title": "AI Leaders Are Calling for a Slowdown. Trump’s Team Says It’s on Them",
      "url": "https://www.wired.com/story/ai-leaders-are-calling-for-a-slowdown-trumps-team-says-its-on-them",
      "source": "Wired AI",
      "source_id": "wired-ai",
      "source_url": "https://www.wired.com/tag/artificial-intelligence/",
      "category": "AI 模型",
      "tags": [],
      "published": "Mon, 14 Sep 2026 11:00:00 +0000",
      "published_at": "2026-09-14T19:00:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "Sam Altman and Elon Musk backed Anthropic CEO Dario Amodei’s weekend plea for regulation. The White House seems unlikely to oblige.",
      "original_summary": "Sam Altman and Elon Musk backed Anthropic CEO Dario Amodei’s weekend plea for regulation. The White House seems unlikely to oblige.",
      "localized": false,
      "stale": false
    },
    {
      "id": "53d3b19e5dfae9d5",
      "title": "Filmmaker 起诉 PassThePopcorn 可能导致用户被封禁",
      "original_title": "“Filmmaker” suing PassThePopcorn may be banned user out for revenge",
      "url": "https://arstechnica.com/tech-policy/2026/09/filmmaker-suing-passthepopcorn-may-be-banned-user-out-for-revenge",
      "source": "Ars Technica",
      "source_id": "arstechnica",
      "source_url": "https://arstechnica.com/",
      "category": "安全",
      "tags": [
        "追踪器 · 法律纠纷 · 开源工具"
      ],
      "published": "Tue, 15 Sep 2026 20:19:17 +0000",
      "published_at": "2026-09-16T04:19:17+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "据称伪造的 Filmmaker 针对 PassThePopcorn、BroadcasTheNet 与 HDBits 等追踪器进行监控",
      "original_summary": "Allegedly fake filmmaker targeted trackers like PassThePopcorn, BroadcasTheNet, and HDBits.",
      "localized": true,
      "stale": false
    },
    {
      "id": "a88747cadae724c3",
      "title": "把记忆交给CPU，大模型会变快",
      "original_title": "把记忆交给CPU，大模型会变快",
      "url": "https://www.qbitai.com/2026/09/489724.html",
      "source": "量子位",
      "source_id": "qbitai",
      "source_url": "https://www.qbitai.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 16 Sep 2026 03:07:18 +0000",
      "published_at": "2026-09-16T11:07:18+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "让GPU去忙生成Token",
      "original_summary": "让GPU去忙生成Token",
      "localized": false,
      "stale": false
    },
    {
      "id": "582c643425bee5fb",
      "title": "Java新闻汇总：Simple JSON API、GlassFish、Jakarta EE、JNoSQL和Open Liberty、LangChain4j",
      "original_title": "Java新闻汇总：Simple JSON API、GlassFish、Jakarta EE、JNoSQL和Open Liberty、LangChain4j",
      "url": "https://www.infoq.cn/article/BAafGhU4GTtbxrRrSEPW",
      "source": "InfoQ 中文",
      "source_id": "infoq-cn",
      "source_url": "https://www.infoq.cn/",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 16 Sep 2026 11:06:00 GMT",
      "published_at": "2026-09-16T19:06:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "点击查看原文>",
      "original_summary": "点击查看原文>",
      "localized": false,
      "stale": false
    },
    {
      "id": "59d4fcd543eb384d",
      "title": "一粒枸杞的12年：百瑞源的AI尝鲜",
      "original_title": "一粒枸杞的12年：百瑞源的AI尝鲜",
      "url": "https://www.tmtpost.com/8141719.html",
      "source": "钛媒体",
      "source_id": "tmtpost",
      "source_url": "https://www.tmtpost.com/",
      "category": "AI 模型",
      "tags": [],
      "published": "Wed, 16 Sep 2026 12:11:12 +0800",
      "published_at": "2026-09-16T12:11:12+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "一粒枸杞的12年，从财务系统到数字化车间，从锁鲜技术到AI原生。这是一家传统农业企业的进化史，也是中国管理模式在AI时代的一次生动实践。",
      "original_summary": "一粒枸杞的12年，从财务系统到数字化车间，从锁鲜技术到AI原生。这是一家传统农业企业的进化史，也是中国管理模式在AI时代的一次生动实践。",
      "localized": false,
      "stale": false
    },
    {
      "id": "b8231cd3a0391b1a",
      "title": "AI 计算正落地到手机终端",
      "original_title": "我和我的 AI 手机吃了 3 顿饭",
      "url": "https://www.ifanr.com/1679951",
      "source": "爱范儿",
      "source_id": "ifanr",
      "source_url": "https://www.ifanr.com/",
      "category": "AI 模型",
      "tags": [
        "AI手机",
        "端侧计算"
      ],
      "published": "Wed, 16 Sep 2026 04:04:48 +0000",
      "published_at": "2026-09-16T12:04:48+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "把 AI 计算放在最适合计算 AI 的地方去。",
      "original_summary": "把 AI 计算放在最适合计算 AI 的地方去。 #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": "e46811ed6aefcb42",
      "title": "谷歌放开内部权限，字节跳动AI投入致利润下降",
      "original_title": "510万一张！携程上架太空旅行船票：已有681人购买，还得自己买保险；娃哈哈因拖欠员工公积金被查封办公楼；华为放权！问界将由赛力斯主导",
      "url": "https://www.leiphone.com/category/zaobao/PDGNX4A6cRCzbe56.html",
      "source": "雷锋网",
      "source_id": "leiphone",
      "source_url": "https://www.leiphone.com/",
      "category": "开发工具",
      "tags": [
        "谷歌",
        "字节跳动",
        "AI"
      ],
      "published": "Wed, 16 Sep 2026 08:31:00 +0800",
      "published_at": "2026-09-16T08:31:00+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "携程上架太空旅行船票，娃哈哈因公积金被查封办公楼，华为放权问界由赛力斯主导，特斯拉Model YL后轮塌陷，苹果新系统更新调休闹钟，字节跳动AI加投导致利润下降，长鑫科技利润率全球第一，谷歌放开内部权限",
      "original_summary": "要闻提示 1.510万一张！携程上架太空旅行船票：已有681人购买，还得自己买保险 2.娃哈哈因拖欠员工公积金被查封办公楼 3.鸿蒙智行：问界将由赛力斯主导，华为终端参与赋能 4.特斯拉Model YL后轮塌陷后续：官方修改车主手册多项车辆参数，整体缩减3-4毫米 5.苹果新系统已更新调休闹钟 6.因加大AI投入，报道称字节跳动2026上半年净利润下降 7.82%！长鑫科技利润率在全球存储芯片企业中排名第一 8.谷歌放开内部权限，允许工",
      "localized": true,
      "stale": false
    },
    {
      "id": "9f14ffca3e9c2a6f",
      "title": "PhysStream：基于结构化场景记忆和细粒度运动控制的流式物理视频生成",
      "original_title": "PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control",
      "url": "https://arxiv.org/abs/2609.17521v1",
      "source": "arXiv AI / ML / NLP",
      "source_id": "arxiv-ai",
      "source_url": "https://arxiv.org/",
      "category": "研究",
      "tags": [
        "视频生成",
        "物理模拟",
        "运动控制"
      ],
      "published": "2026-09-15T17:55:13Z",
      "published_at": "2026-09-16T01:55:13+08:00",
      "fetched_at": "2026-09-16T15:01:17.377293+08:00",
      "summary": "视频生成的交互控制正从粗粒度提示转向对动态场景的细粒度、具有物理意义的操作。现有可控方法通常需要完整的控制计划，PhysStream 提出通过结构化场景记忆和细粒度运动控制实现流式物理视频生成。",
      "original_summary": "Interactive control for video generation is moving from coarse prompts toward fine-grained, physically meaningful manipulation of dynamic scenes. Yet existing controllable methods either require the full control schedule",
      "localized": true,
      "stale": false
    }
  ],
  "news_generated_at": "2026-09-16T15:01:17.377293+08:00",
  "news_sources": [
    {
      "id": "github-blog",
      "name": "GitHub Blog",
      "url": "https://github.blog/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "huggingface-blog",
      "name": "Hugging Face Blog",
      "url": "https://huggingface.co/blog",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "openai-news",
      "name": "OpenAI News",
      "url": "https://openai.com/news/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "techcrunch-ai",
      "name": "TechCrunch AI",
      "url": "https://techcrunch.com/category/artificial-intelligence/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "wired-ai",
      "name": "Wired AI",
      "url": "https://www.wired.com/tag/artificial-intelligence/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "arstechnica",
      "name": "Ars Technica",
      "url": "https://arstechnica.com/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "cncf-blog",
      "name": "CNCF Blog",
      "url": "https://www.cncf.io/blog/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "linux-foundation",
      "name": "Linux Foundation",
      "url": "https://www.linuxfoundation.org/blog/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "qbitai",
      "name": "量子位",
      "url": "https://www.qbitai.com/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "36kr",
      "name": "36氪",
      "url": "https://36kr.com/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "infoq-cn",
      "name": "InfoQ 中文",
      "url": "https://www.infoq.cn/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "tmtpost",
      "name": "钛媒体",
      "url": "https://www.tmtpost.com/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "ifanr",
      "name": "爱范儿",
      "url": "https://www.ifanr.com/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "leiphone",
      "name": "雷锋网",
      "url": "https://www.leiphone.com/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "arxiv-ai",
      "name": "arXiv AI / ML / NLP",
      "url": "https://arxiv.org/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "geekpark",
      "name": "极客公园",
      "url": "https://www.geekpark.net/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "oschina",
      "name": "开源中国",
      "url": "https://www.oschina.net/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "aiera",
      "name": "新智元",
      "url": "https://www.aiera.com.cn/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+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": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "the-verge",
      "name": "The Verge",
      "url": "https://www.theverge.com/",
      "status": "ok",
      "last_success_at": "2026-09-16T15:01:17.377293+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": "2026-09-16T15:01:17.377293+08:00"
    },
    {
      "id": "google-ai-blog",
      "name": "Google AI Blog",
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