{ "schema_version": "1.0", "site": { "name": "GitHub 趋势雷达", "url": "https://Ibook000.github.io/GithubTrending" }, "date": "2026-11-04", "generated_at": "2026-11-04T16:23:00.946518+08:00", "source": "https://github.com/trending", "periods": { "daily": [ { "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": "112,268", "forks": "9,762", "author": "thedotmack", "summary": "该项目捕获Agent会话中的操作，利用AI压缩后将相关上下文注入后续会话，实现跨工具持久化上下文支持。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "title": "vercel-labs/agent-desktop", "url": "https://github.com/vercel-labs/agent-desktop", "description": "Computer use CLI for AI agents", "language": "Rust", "stars": "13,572", "forks": "930", "author": "vercel-labs", "summary": "一个让 AI 代理通过命令行操作电脑的工具。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "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": "10,687", "forks": "392", "author": "max-sixty", "summary": "Worktrunk 是一个用于 Git 工作树管理的命令行工具，专为并行 AI 代理工作流设计。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "JustVugg/colibri", "url": "https://github.com/JustVugg/colibri", "description": "A hierarchical inference engine for frontier MoE models: hot experts on the GPU (CUDA, Vulkan), warm ones in RAM, cold ones streamed from NVMe. Written in C, runs on the hardware you already own.", "language": "C", "stars": "47,452", "forks": "5,482", "author": "JustVugg", "summary": "Colibri 是一个用 C 语言编写的分层 MoE 推理引擎，将热专家部署在 GPU 上，温专家存放在内存中，冷专家从 NVMe 流式加载，可在现有硬件上运行。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "mattpocock/skills", "url": "https://github.com/mattpocock/skills", "description": "Skills for Real Engineers. Straight from my .agents directory.", "language": "Shell", "stars": "311,894", "forks": "26,207", "author": "mattpocock", "summary": "该项目提供面向真实工程师的AI编码助手技能配置，内容直接取自作者的个人`.agents`目录，旨在提升实际开发工作流的实用性与效率。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "p-e-w/heretic", "url": "https://github.com/p-e-w/heretic", "description": "Training-free language model modification: Remove censorship, suppress slop, reduce sycophancy, and more", "language": "Python", "stars": "39,042", "forks": "4,404", "author": "p-e-w", "summary": "这是一个无需训练即可修改语言模型的项目，提供去除审查、抑制无意义输出和减少谄媚倾向等功能。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "spotify/portal-ai-plugins", "url": "https://github.com/spotify/portal-ai-plugins", "description": "无描述", "language": "TypeScript", "stars": "3,108", "forks": "244", "author": "spotify", "summary": "这是一个 Spotify 开发人员门户的 AI 插件集合，提供可用于 Spotify 服务集成的工具。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "floci-io/floci", "url": "https://github.com/floci-io/floci", "description": "Light, fluffy, and always free - The AWS Local Emulator alternative", "language": "Java", "stars": "29,097", "forks": "3,235", "author": "floci-io", "summary": "floci 是一个轻量级、免费的开源项目，提供 AWS 服务的本地模拟功能。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "Usagi-org/ai-goofish-monitor", "url": "https://github.com/Usagi-org/ai-goofish-monitor", "description": "基于 Playwright 和AI实现的闲鱼多任务实时/定时监控与智能分析系统，配备了功能完善的后台管理UI。帮助用户从闲鱼海量商品中，找到心仪产品。", "language": "Python", "stars": "16,884", "forks": "2,884", "author": "Usagi-org", "summary": "Usagi-org/ai-goofish-monitor 基于 Playwright 和 AI 实现闲鱼多任务实时与定时监控及智能分析，配备后台管理 UI，帮助用户从海量商品中查找目标产品。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "anomalyco/hex", "url": "https://github.com/anomalyco/hex", "description": "Local voice dictation for mac, windows and linux", "language": "Rust", "stars": "4,789", "forks": "268", "author": "anomalyco", "summary": "该项目提供了一个支持 Mac、Windows 和 Linux 的本地语音听写解决方案。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] } ], "weekly": [ { "title": "Nutlope/hallmark", "url": "https://github.com/Nutlope/hallmark", "description": "Anti-AI-slop design skill for Claude Code, Cursor, and Codex.", "language": "CSS", "stars": "47,287", "forks": "2,499", "author": "Nutlope", "summary": "这个项目是面向 Claude Code、Cursor 和 Codex 的设计技能，用于减少 AI 生成界面中的低质量设计。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "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": "112,268", "forks": "9,762", "author": "thedotmack", "summary": "这是一个为各类 AI 代理提供跨会话持久上下文的工具，它记录会话活动，用 AI 压缩并将相关上下文注入未来会话，并兼容 Claude Code、OpenClaw、Codex、Gemini、Hermes、C Copilot、OpenCode 等多个平台。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "title": "pingdotgg/t3code", "url": "https://github.com/pingdotgg/t3code", "description": "无描述", "language": "TypeScript", "stars": "45,060", "forks": "9,312", "author": "pingdotgg", "summary": "我无法直接访问 GitHub 来获取项目的详细信息，因此无法为你总结这个项目的核心用途和亮点。如果你能提供项目的 README 或其他相关介绍，我可以帮你进行总结。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "obra/superpowers", "url": "https://github.com/obra/superpowers", "description": "An agentic skills framework & software development methodology that works.", "language": "Shell", "stars": "312,048", "forks": "27,758", "author": "obra", "summary": "它是一个代理技能框架与软件开发方法论，旨在实际开发中切实有效。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "pbakaus/impeccable", "url": "https://github.com/pbakaus/impeccable", "description": "The design vocabulary for your coding agent. Steer with polish and bolder, review with critique and audit, catch AI slop before it ships.", "language": "Rust", "stars": "101,860", "forks": "6,004", "author": "pbakaus", "summary": "impeccable 提供了一个设计词汇表，用于指导编程代理生成更精炼、风格统一的代码，并通过审查和审核功能帮助预防低质量的 AI 生成内容 shipped。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "AgriciDaniel/claude-seo", "url": "https://github.com/AgriciDaniel/claude-seo", "description": "Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting. 9 optional extensions for live SEO data.", "language": "Python", "stars": "26,435", "forks": "3,440", "author": "AgriciDaniel", "summary": "该项目为 Claude Code 提供通用 SEO 技能框架，包含 26 个子技能和 19 个子代理，涵盖技术 SEO、E-E-A-T、Schema、GEO/AEO、智能体适配、多场景 SEO 及报告导出，并支持通过 9 个扩展获取实时数据。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "JetBrains/thinkrail", "url": "https://github.com/JetBrains/thinkrail", "description": "Vibe code with pi in a lightweight, real IDE that customises itself around the way you work — The Vibe You Need", "language": "TypeScript", "stars": "7,502", "forks": "453", "author": "JetBrains", "summary": "一个轻量级实时 IDE，根据用户的工作方式自行定制，并支持以 pi 为平台的代码编辑功能。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "anthropics/skills", "url": "https://github.com/anthropics/skills", "description": "Public repository for Agent Skills", "language": "Python", "stars": "187,212", "forks": "22,091", "author": "anthropics", "summary": "这是一个关于 Agent 技能的公共代码仓库，提供各类 Agent 开发所需的技能实现和资源。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "jakubkrehel/skills", "url": "https://github.com/jakubkrehel/skills", "description": "A collection of agent skills that help you build great interfaces.", "language": "Markdown", "stars": "10,677", "forks": "410", "author": "jakubkrehel", "summary": "该项目是一个帮助构建界面的 agent 技能集合。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "multica-ai/andrej-karpathy-skills", "url": "https://github.com/multica-ai/andrej-karpathy-skills", "description": "A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.", "language": "未知", "stars": "229,232", "forks": "22,841", "author": "multica-ai", "summary": "这是一个基于 Andrej Karpathy 对大模型编码陷阱的观察，旨在优化 Claude Code 行为的配置文件。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] } ], "monthly": [ { "title": "morluto/rea", "url": "https://github.com/morluto/rea", "description": "Reverse engineer anything with agents, from app behavior down to native binaries.", "language": "TypeScript", "stars": "428,436", "forks": "106,580", "author": "morluto", "summary": "该项目利用智能体技术从应用行为到原生二进制实现逆向工程。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "cloudflare/security-audit-skill", "url": "https://github.com/cloudflare/security-audit-skill", "description": "A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings", "language": "JavaScript", "stars": "58,430", "forks": "3,804", "author": "cloudflare", "summary": "这是一个用于执行多阶段安全审计的代码智能工具，能够生成经独立验证的机器可读安全漏洞 findings。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "Nutlope/hallmark", "url": "https://github.com/Nutlope/hallmark", "description": "Anti-AI-slop design skill for Claude Code, Cursor, and Codex.", "language": "CSS", "stars": "47,287", "forks": "2,499", "author": "Nutlope", "summary": "这是一个用于 Claude Code、Cursor 和 Codex 的反 AI 低质量设计技能，旨在帮助用户避免生成平庸、缺乏创意的 AI 内容。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "heygen-com/hyperframes", "url": "https://github.com/heygen-com/hyperframes", "description": "Write HTML. Render video. Built for agents.", "language": "TypeScript", "stars": "78,547", "forks": "7,230", "author": "heygen-com", "summary": "该项目提供了一个专为代理设计的平台，允许用户编写 HTML 代码并将其直接渲染为视频。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "debpalash/VoiceStudio", "url": "https://github.com/debpalash/VoiceStudio", "description": "VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.", "language": "Python", "stars": "100,380", "forks": "11,122", "author": "debpalash", "summary": "VoiceStudio 是一个开源的本地化语音工具套件，作为 ElevenLabs 的替代方案，支持 646 种语言的语音克隆、声音设计、视频配音、听写、转录及有声书制作。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "anthropics/knowledge-work-plugins", "url": "https://github.com/anthropics/knowledge-work-plugins", "description": "Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork", "language": "Python", "stars": "34,653", "forks": "3,831", "author": "anthropics", "summary": "该项目是一个面向知识工作者的开源插件仓库，用于扩展 Claude 协作环境的功能。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "NationalSecurityAgency/ghidra", "url": "https://github.com/NationalSecurityAgency/ghidra", "description": "Ghidra is a software reverse engineering (SRE) framework", "language": "Java", "stars": "97,635", "forks": "11,045", "author": "NationalSecurityAgency", "summary": "该项目是由美国国家安全局开源的软件逆向工程框架，支持多种处理器架构，集成反汇编、反编译、脚本扩展与协作分析功能。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "ranxianglei/billion-context", "url": "https://github.com/ranxianglei/billion-context", "description": "A context-compression plugin for month-long single sessions (billions of tokens) ,small context windows (a 100K context is enough) and token savings (5x fewer tokens) .上下文压缩插件，月级长会话会话， 兼顾小窗口(100k上下文足矣)省token(省5倍token) . billion-context is all you need", "language": "TypeScript", "stars": "3,967", "forks": "325", "author": "ranxianglei", "summary": "该项目是一个上下文压缩插件，用于处理长达数十亿 token 的会话，同时适合小上下文窗口（如 100K），并能将 token 消耗减少约 5 倍。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "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": "112,268", "forks": "9,762", "author": "thedotmack", "summary": "该项目通过捕获代理会话内容、利用AI压缩并注入后续会话，为多种主流编码代理提供跨会话的持续上下文功能。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "title": "pingdotgg/t3code", "url": "https://github.com/pingdotgg/t3code", "description": "无描述", "language": "TypeScript", "stars": "45,060", "forks": "9,312", "author": "pingdotgg", "summary": "该仓库提供用于构建 T3 栈应用的代码模板，包含 TypeScript、Next.js、Tailwind CSS 和 tRPC 的初始配置。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] } ] }, "news": [ { "id": "20ff7d9385ef646d", "title": "Arnis 将地球任意位置变成 Minecraft 世界", "original_title": "Arnis turns any place on Earth into a Minecraft world", "url": "https://github.blog/open-source/maintainers/arnis-turns-any-place-on-earth-into-a-minecraft-world", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "开发工具", "tags": [ "Minecraft", "GitHub Copilot", "开源" ], "published": "Tue, 03 Nov 2026 16:00:00 +0000", "published_at": "2026-11-04T00:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "Louis Erbkamm 业余时间构建原型，后续使用 GitHub Copilot 单独维护。", "original_summary": "Louis Erbkamm built the first prototype in his free time. Now GitHub Copilot helps him maintain it alone. The post Arnis turns any place on Earth into a Minecraft world appeared first on The GitHub Blog .", "localized": true, "stale": false }, { "id": "8d86676710497099", "title": "StateBench：评测语言模型在长文档中跟踪状态变化的能力", "original_title": "StateBench: Testing how language models track state changes over long documents", "url": "https://huggingface.co/blog/allenai/statebench", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "研究", "tags": [ "StateBench", "长文档", "状态跟踪" ], "published": "Tue, 03 Nov 2026 17:15:21 GMT", "published_at": "2026-11-04T01:15:21+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "StateBench 用于评估语言模型处理长文档时跟踪状态变化的能力，关注模型在长上下文中的信息一致性。", "original_summary": "", "localized": true, "stale": false }, { "id": "25493a43cba550c7", "title": "ChatGPT 与 Codex 加速物理世界工程工作流", "original_title": "Accelerating engineering for the physical world", "url": "https://openai.com/index/accelerating-engineering-for-the-physical-world", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [ "ChatGPT", "Codex", "工程设计" ], "published": "Tue, 03 Nov 2026 12:00:00 GMT", "published_at": "2026-11-03T20:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "ChatGPT 和 Codex 正在帮助工程师加速 CAD、PCB 设计、仿真及其他物理世界工作流。", "original_summary": "Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.", "localized": true, "stale": false }, { "id": "fa00b4f66d246a49", "title": "Anthropic 开发 FlashProve 系统验证 AI 模型身份", "original_title": "Anthropic is working on a system to prove AI models’ identity", "url": "https://techcrunch.com/2026/11/03/anthropic-is-working-on-a-system-to-prove-ai-models-identity", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "安全", "tags": [ "Anthropic", "FlashProve", "AI 身份验证" ], "published": "Tue, 03 Nov 2026 22:41:03 +0000", "published_at": "2026-11-04T06:41:03+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "FlashProve 可让任何人核查 AI 回复是否确实来自其声称的模型。", "original_summary": "Called FlashProve, the system would let anyone check that an AI response really came from the model it claims to be from.", "localized": true, "stale": false }, { "id": "2e09c16d3cb73871", "title": "不应使用 AI 投票", "original_title": "Here’s Why You Shouldn’t Use AI to Vote", "url": "https://www.wired.com/story/heres-why-you-shouldnt-use-ai-to-vote", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [ "AI", "选举", "幻觉" ], "published": "Tue, 03 Nov 2026 14:45:08 +0000", "published_at": "2026-11-03T22:45:08+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "从幻觉到党派偏见，像 ChatGPT 和 Claude 这样的 AI 聊天机器人没有帮助。", "original_summary": "From hallucinations to partisan bias, artificial intelligence chatbots like ChatGPT and Claude are not helpful when it comes to Election Day.", "localized": true, "stale": false }, { "id": "87d8ed6aa2b0187c", "title": "加州反对特朗普政府要求废除州级宽带法律", "original_title": "California fights \"preposterous\" Trump admin demand to scrap state broadband laws", "url": "https://arstechnica.com/tech-policy/2026/11/california-fights-preposterous-trump-admin-demand-to-scrap-state-broadband-laws", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "云原生", "tags": [ "加州", "特朗普", "宽带" ], "published": "Tue, 03 Nov 2026 22:39:37 +0000", "published_at": "2026-11-04T06:39:37+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "州政府试图在拒绝特朗普政府条件的情况下获取宽带资金。", "original_summary": "State tries to obtain broadband funds despite rejecting Trump admin condition.", "localized": true, "stale": false }, { "id": "ff9d67179121ce5b", "title": "OpenKruise Agents v0.6.0 发布：Agent Sandbox 安全性与自动化改进", "original_title": "OpenKruise Agents v0.6.0: Leaping ahead in agent Sandbox security and automation", "url": "https://www.cncf.io/blog/2026/11/03/openkruise-agents-v0-6-0-leaping-ahead-in-agent-sandbox-security-and-automation", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "开源生态", "tags": [ "OpenKruise", "Agent Sandbox", "CNCF" ], "published": "Tue, 03 Nov 2026 12:00:00 +0000", "published_at": "2026-11-03T20:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "OpenKruise Agents 是 CNCF 开源项目 OpenKruise 的子项目，提供 Agent Sandboxes 的全生命周期管理。", "original_summary": "About OpenKruise Agents OpenKruise Agents is a sub-project of OpenKruise, the CNCF open-source application automation and workload orchestration project. It provides full lifecycle management for Agent Sandboxes running ", "localized": true, "stale": false }, { "id": "4930107de9b722ac", "title": "Agent首次拥有视听双流记忆，openJiuwen Agent-Memory让长视频理解无遗漏", "original_title": "让Agent首次拥有“视听双流记忆”：openJiuwen Agent-Memory看懂长视频，关键事件一个不落", "url": "https://www.qbitai.com/2026/11/507533.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "视频理解", "记忆", "Agent" ], "published": "Wed, 04 Nov 2026 02:49:02 +0000", "published_at": "2026-11-04T10:49:02+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "记忆精度提升，问答时延降低最高97%", "original_summary": "长视频记忆精度飙升，问答时延最高降97%", "localized": true, "stale": false }, { "id": "a8bb10da3737d7e4", "title": "李飞飞团队的实体化底座现身乌镇峰会", "original_title": "刚刚，被李飞飞团队写进代码库的具身底座，现身乌镇峰会“上岗抓药”", "url": "https://www.infoq.cn/article/L5Q1XJbFSubVNB9DGJsl", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "开源生态", "tags": [ "李飞飞团队", "具身底座", "乌镇峰会" ], "published": "Wed, 04 Nov 2026 15:51:17 GMT", "published_at": "2026-11-04T23:51:17+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "李飞飞团队将具身底座写入代码库后，在乌镇峰会上“上岗抓药”。", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "e8db3e8ed377e632", "title": "泸州老窖：Q3营收环比增超71%，出清斜率拐点初现 | 看财报", "original_title": "泸州老窖：Q3营收环比增超71%，出清斜率拐点初现 | 看财报", "url": "https://www.tmtpost.com/8193223.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "研究", "tags": [ "财报分析", "白酒行业", "营收增长" ], "published": "Wed, 04 Nov 2026 15:54:19 +0800", "published_at": "2026-11-04T15:54:19+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "泸州老窖仍在为年轻化和长期动能卡位。", "original_summary": "泸州老窖仍在为年轻化和长期动能卡位。", "localized": true, "stale": false }, { "id": "d5197da7f489a08b", "title": "Claude 开始拒绝抄游戏，但可能已经太晚了", "original_title": "Claude 开始拒绝抄游戏，但可能已经太晚了", "url": "https://www.ifanr.com/1687508", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [ "Claude", "游戏", "创意" ], "published": "Wed, 04 Nov 2026 04:34:29 +0000", "published_at": "2026-11-04T12:34:29+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "惟创意与热爱不可辜负 #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": "惟创意与热爱不可辜负 #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": "d3c0926f5cec4488", "title": "海外双11，速卖通欧盟本地成交占比突破60%", "original_title": "海外双11，速卖通欧盟本地成交占比突破60%", "url": "https://www.leiphone.com/category/industrynews/0BimaBvxy9G47YTv.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "云原生", "tags": [ "速卖通", "本地履约", "次日达" ], "published": "Wed, 04 Nov 2026 12:40:00 +0800", "published_at": "2026-11-04T12:40:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "速卖通海外双11首日，欧盟本地成交占比达63%，波兰、西班牙本地规模超70%；本地官方仓单量环比618大促增长9倍。西班牙、法国、波兰23个地区提供次日达服务。", "original_summary": "海外双11也有了次日达服务！跨境电商加速进入本地履约时代。 阿里旗下跨境电商平台速卖通AliExpress于11月1日启动海外双11。首日数据显示，速卖通欧盟市场本地成交占比达到63%，其中波兰、西班牙的本地规模突破70%。本地官方仓单量环比618大促爆涨9倍，成为速卖通欧洲业务增长的重要驱动力。 双11期间，速卖通还在西班牙、法国、波兰3个国家的23个地区提供次日达服务，覆盖马德里、巴塞罗那、巴黎等主要城市。随着配送时效缩短，本地备货", "localized": true, "stale": false }, { "id": "8eb28acdb4745ec7", "title": "DreamX：视频扩散模型作为通用潜在动作学习器", "original_title": "DreamX: Video Diffusion Model is a Universal Latent Action Learner", "url": "https://arxiv.org/abs/2611.05377v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "AI 模型", "tags": [ "视频扩散", "潜在动作", "表征学习" ], "published": "2026-11-03T18:59:56Z", "published_at": "2026-11-04T02:59:56+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "该工作提出利用视频扩散模型学习跨不同执行、身体形态和外观变化保持一致的通用动作潜在表示。", "original_summary": "Learning a universal action representation from video requires modeling dynamics that are consistent across different executions of the same action yet invariant to changes in embodiment and appearance. Existing latent a", "localized": true, "stale": false }, { "id": "cee464b03b448f51", "title": "国行版苹果 AI 开始测试；ChatGPT 搜索量已达到谷歌 20%；Seedance 被曝五成收入来自海外｜极客早知道", "original_title": "国行版苹果 AI 开始测试；ChatGPT 搜索量已达到谷歌 20%；Seedance 被曝五成收入来自海外｜极客早知道", "url": "http://www.geekpark.net/news/373427", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "AI 模型", "tags": [ "AI 模型", "开发工具", "研究" ], "published": "Wed, 04 Nov 2026 08:28:02 +0800", "published_at": "2026-11-04T08:28:02+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "iOS 27.3 首个开发者 Beta 版推送，国行 iPhone 开始测试实时翻译、照片消除、写作工具和通知摘要等 Apple 智能功能，并与阿里巴巴千问合作在 Siri、写作工具和视觉智能中调用大模型。", "original_summary": "国行 Apple 智能开始测试：iOS 27.3 首个开发者 Beta 版已推送 11 月 4 日，苹果向开发者推送 iOS 27.3 首个 Beta 版，国行 iPhone 用户开始测试首批 Apple 智能功能，包括实时翻译、照片消除、写作工具和通知摘要等。国行 Apple 智能与阿里巴巴达成合作，在部分体验中接入千问。国内用户可直接在 Siri、写作工具和视觉智能中调用千问，覆盖文本与图像理解相关能力。 这次开放的是开发者测试版，", "localized": true, "stale": false }, { "id": "70a9d23e30654281", "title": "qData 数据中台专业版 v3.0.1 发布：增强模型设计、版本管理与指标建模", "original_title": "qData 数据中台专业版 v3.0.1 发布：模型设计、版本管理与指标建模迎来多项升级！", "url": "https://www.oschina.net/news/503390", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开发工具", "tags": [ "数据中台", "数据建模", "版本管理" ], "published": "Wed, 04 Nov 2026 15:48:32 +0800", "published_at": "2026-11-04T15:48:32+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "版本在 v3.0.0 基础上完善业务实体关系、概念模型关系图及多类逻辑模型的设计与版本管理，指标管理新增派生指标模块，覆盖业务规划、数据建模、指标管理及数据集成环节。", "original_summary": "qData 数据中台专业版 v3.0.1 发布。 在 v3.0.0 数据建模体系升级的基础上，本次版本继续围绕业务规划、数据建模、指标管理和数据集成几个环节补充功能。 其中，数据建模部分进一步完善了业务实体关系、概念模型关系图以及贴源、维度、事实、应用、汇总等多类逻辑模型的设计与版本管理；指标管理新增派生指标模块，并补充...", "localized": true, "stale": false }, { "id": "8037898080b3b286", "title": "后摩智能低调完成数十亿元B轮融资，端侧大模型AI芯片进入规模化兑现期", "original_title": "后摩智能低调完成数十亿元B轮融资，端侧大模型AI芯片进入规模化兑现期", "url": "https://aiera.com.cn/2026/11/04/other/admin/122212/%e5%90%8e%e6%91%a9%e6%99%ba%e8%83%bd%e4%bd%8e%e8%b0%83%e5%ae%8c%e6%88%90%e6%95%b0%e5%8d%81%e4%ba%bf%e5%85%83b%e8%bd%ae%e8%9e%8d%e8%b5%84%ef%bc%8c%e7%ab%af%e4%be%a7%e5%a4%a7%e6%a8%a1%e5%9e%8bai", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [ "端侧AI", "大模型", "融资" ], "published": "Wed, 04 Nov 2026 02:25:35 +0000", "published_at": "2026-11-04T10:25:35+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "据21世纪经济报道不完全统计，仅今年9月，国内就有近十家端侧AI芯片企业宣布完成新一轮融资。资本的目光，正在从云端的算力集群，移向手机、电脑和机器人里的那颗芯片。", "original_summary": "据21世纪经济报道不完全统计，仅今年9月，国内就有近十家端侧AI芯片企业宣布完成新一轮融资。资本的目光，正在从云端的算力集群，移向手机、电脑和机器人里的那颗芯片。", "localized": true, "stale": false }, { "id": "7bd1b862f6a13100", "title": "微诗：从诗入画、且唱且行，这款免费 app 把诗装进手机", "original_title": "微诗：从诗入画、且唱且行，这款免费 app 把诗装进手机", "url": "https://sspai.com/post/115819", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [ "免费", "诗歌", "App" ], "published": "Wed, 04 Nov 2026 14:50:48 +0800", "published_at": "2026-11-04T14:50:48+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "无融资、无收费、无商业计划，仅为将长期喜爱之诗打造成个人喜好的数字形式。", "original_summary": "没有融资、没有收费，也没有什么商业计划。花这些钱，只是为了把一个自己喜欢了很多年的东西做成自己心里的样子。 查看全文", "localized": true, "stale": false }, { "id": "f7f87a71fb4a7970", "title": "AMD 凭借数据中心业务实现史上最大规模且最盈利季度", "original_title": "AMD rides data center riches to ‘largest and most profitable’ quarter in history", "url": "https://www.theverge.com/tech/1026148/amd-earnings-q3-2026-data-center-pc", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "云原生", "tags": [ "AMD", "数据中心", "财报" ], "published": "2026-11-03T20:15:34-05:00", "published_at": "2026-11-04T09:15:34+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "AMD 首席执行官苏姿丰在财报电话会上表示，2026 年第三季度为公司史上规模最大、利润最高的季度，营收达 134 亿美元创新高。", "original_summary": "AMD CEO Lisa Su said in the company's quarterly earnings call on Tuesday that Q3 2026 was \"was the largest and most profitable in our history.\" AMD reported a record $13.4 billion in quarterly revenue, and it's predictin", "localized": true, "stale": false }, { "id": "26a6ba9feaca2180", "title": "控制 AI 代理与超级智能忠诚度测试", "original_title": "The Download: controlling AI agents and “Super Intelligence” loyalty tests", "url": "https://www.technologyreview.com/2026/11/03/1147940/the-download-controlling-ai-agents-trump-super-intelligence", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "安全", "tags": [ "AI 代理", "逆向博弈论", "忠诚度测试" ], "published": "Tue, 03 Nov 2026 13:10:00 +0000", "published_at": "2026-11-03T21:10:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "逆向博弈论可用于约束 AI 代理行为，文章还涉及超级智能系统的忠诚度测试。", "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. How “reverse game theory” could keep AI agents in check A new approach known as “r", "localized": true, "stale": false }, { "id": "996c88dfa31d64c0", "title": "Google 2026 年 10 月 AI 更新汇总", "original_title": "The latest AI news we announced in October 2026", "url": "https://blog.google/innovation-and-ai/technology/ai/google-ai-updates-october-2026", "source": "Google AI Blog", "source_id": "google-ai-blog", "source_url": "https://blog.google/technology/ai/", "category": "AI 模型", "tags": [ "模型更新", "开发工具", "云服务" ], "published": "Mon, 02 Nov 2026 17:45:00 +0000", "published_at": "2026-11-03T01:45:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "Google 于 2026 年 10 月发布了一系列 AI 相关更新，涵盖模型能力提升、开发者工具增强及云端服务优化。", "original_summary": "Here are Google’s latest AI updates from October 2026", "localized": true, "stale": false }, { "id": "23c4f130369cb972", "title": "Google Antigravity 赋能化学信息学智能体加速药物发现", "original_title": "Agentic cheminformatics with Google Antigravity", "url": "https://deepmind.google/blog/agentic-cheminformatics-with-google-antigravity", "source": "DeepMind Blog", "source_id": "deepmind-blog", "source_url": "https://deepmind.google/blog/", "category": "AI 模型", "tags": [ "药物发现", "化学信息学", "智能体" ], "published": "Tue, 03 Nov 2026 17:01:49 +0000", "published_at": "2026-11-04T01:01:49+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "介绍 Google Antigravity 与化学信息学技能如何协同工作，提升化合物检索与新型刚性大环化合物的设计流程。", "original_summary": "Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.", "localized": true, "stale": false }, { "id": "287d72212cd8c9ee", "title": "乘联分会：初步统计 10 月全国乘用车市场零售 169.3 万辆，同比下降 25%", "original_title": "乘联分会：初步统计 10 月全国乘用车市场零售 169.3 万辆，同比下降 25%", "url": "https://www.ithome.com/1/022/247.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "研究", "tags": [ "乘联分会", "零售", "同比" ], "published": "Wed, 04 Nov 2026 08:19:14 GMT", "published_at": "2026-11-04T16:19:14+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "10 月 1-31 日，全国乘用车市场零售 169.3 万辆，同比下降 25%，环比增长 5。今年以来累计零售 1,502.7 万辆，同比下降 22。10 月 1-31 日，全国乘用车厂商批发 263.5 万辆，同比去年 10 月同期下降 ", "original_summary": "IT之家 11 月 4 日消息，据乘联分会初步统计，10 月 1-31 日，全国乘用车市场零售 169.3 万辆，同比下降 25%，环比增长 5%。 今年以来累计零售 1,502.7 万辆，同比下降 22%；10 月 1-31 日，全国乘用车厂商批发 263.5 万辆，同比去年 10 月同期下降 10%，较上月同期增长 3%，今年以来累计批发 2,237.2 万辆，同比下降 6%。 新能源车方面，10 月 1-31 日，全国乘用车市场新", "localized": true, "stale": false }, { "id": "5f47313f7e6904f4", "title": "启元发布世界模型仿真器PrimeSim，11月6日开源", "original_title": "启元机器人发布世界模型仿真器PrimeSim，将于11月6日开源", "url": "https://news.cnblogs.com/n/844522", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "开源生态", "tags": [ "世界模型", "仿真器", "开源" ], "published": "Wed, 04 Nov 2026 04:38:00 GMT", "published_at": "2026-11-04T12:38:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "启元具身研究中心发布PrimeSim，登顶EWMBench和WorldSimProbe基准，基于预训练视频生成模型，经中训练和后训练改造，可替代传统仿真器。", "original_summary": "11 月 4 日，澎湃新闻记者获悉，启元具身研究中心发布世界模型仿真器 PrimeSim，并登顶 EWMBench 和基于 LIBERO 设计的 WorldSimProbe 两项权威基准。 据研究团队介绍，PrimeSim 基于预训练视频生成模型，经过中训练、后训练两阶段改造，具备替代传统仿真器的交 本文链接", "localized": true, "stale": false }, { "id": "c948fc282abf0db2", "title": "Cloudflare推出漏洞情报平台Zero Wire 汇总攻击动态/修复建议/AI排查提示词", "original_title": "Cloudflare推出漏洞情报平台Zero Wire 汇总攻击动态/修复建议/AI排查提示词", "url": "https://www.landian.news/archives/128045.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "安全", "tags": [ "安全", "AI", "漏洞情报" ], "published": "Wed, 04 Nov 2026 08:00:00 +0000", "published_at": "2026-11-04T16:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "Cloudflare推出Zero Wire平台，提供漏洞情报，包括攻击动态、修复建议和AI排查提示词。平台关注互联网软件漏洞，如Web应用、Runtime类和依赖库，每条简报说明组件详情、排查系统、攻击者利用情况和修复方案。", "original_summary": "#安全资讯 Cloudflare 推出漏洞情报平台 Zero Wire，汇总攻击动态、修复建议并提供 AI 排查提示词。该平台主要关注互联网软件漏洞，包括 Web 应用、Runtime 类、依赖库和对外提供服务的各类组件。每条漏洞简报都会说明涉及什么组件、哪些系统需要排查、攻击者是否已经利用漏洞和厂商是否提供修复方案。还有 AI 提示词：用户将提示词复制给自己的智能体，让智能体对现有资产进行只读排查，形成证据和后续行动报告，为用户提供建", "localized": true, "stale": false }, { "id": "092d82e2991e707a", "title": "ai统治代码的当下，还有必要从html学起吗？", "original_title": "ai统治代码的当下，还有必要从html学起吗？", "url": "https://segmentfault.com/q/1010000048383894", "source": "SegmentFault", "source_id": "segmentfault", "source_url": "https://segmentfault.com/", "category": "AI 模型", "tags": [ "AI", "前端", "html" ], "published": "2026-11-03T11:24:47+08:00", "published_at": "2026-11-03T11:24:47+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "我感觉我现在已经不需要写前端代码了，几句话就直接搞定了，所以前端真的还有存在的必要吗？", "original_summary": "我感觉我现在已经不需要写前端代码了，几句话就直接搞定了，所以前端真的还有存在的必要吗", "localized": true, "stale": false }, { "id": "51bbd483cde7075b", "title": "光影精灵 暗影精灵 闲置键改键软件 14kb", "original_title": "[分享创造] 光影精灵 暗影精灵 闲置键改键软件 14kb", "url": "https://www.v2ex.com/t/1254455", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "开发工具", "tags": [ "键改键", "HP OMEN", "开源" ], "published": "2026-11-04T08:19:11Z", "published_at": "2026-11-04T16:19:11+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "把 HP 光影精灵 / 暗影精灵 上用不上的那几个功能键（ OMEN 键、计算器键、Insert 、PrtSc ）改成 Home / End / PageUp / PageDown ，双击一次自动装好并开机自启。 https://githu", "original_summary": "把 HP 光影精灵 / 暗影精灵上用不上的那几个功能键（ OMEN 键、计算器键、Insert 、PrtSc ）改成 Home / End / PageUp / PageDown ，双击一次自动装好并开机自启。 https://github.com/gdtools/OmenKey", "localized": true, "stale": false }, { "id": "f29dabe440dac44b", "title": "Bethesda 发布《上古卷轴VI：哨兵》副标题，预计至少两年后上线", "original_title": "Bethesda 宣布《上古卷轴VI：哨兵》", "url": "https://www.solidot.org/story?sid=85790", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "开发工具", "tags": [ "Bethesda", "上古卷轴VI", "游戏开发" ], "published": "Wed, 04 Nov 2026 15:35:02 +0800", "published_at": "2026-11-04T15:35:02+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "在 2018 年宣布《上古卷轴VI》八年后，Bethesda 在庆祝工作室四十周年的视频中公布了游戏副标题《哨兵》。知名记者 Jason Schreier 表示游戏预计至少两年后才会推出，游戏开发于 2023 年 9 月《星空》发售后正式启", "original_summary": "在 2018 年宣布《上古卷轴VI》八年之后，Bethesda 宣布了游戏的副标题《上古卷轴VI：哨兵》。知名游戏记者 Jason Schreier 称，该游戏至少还要两年时间才会面世。Bethesda 是在庆祝工作室诞生四十周年的视频中公布这一消息的。《上古卷轴VI》是与《星空》一同宣布的，2023 年 9 月《星空》发售后游戏才进入正式开发阶段，预计至少到 2028 年 Bethesda 才会公布更多游戏相关信息。", "localized": true, "stale": false }, { "id": "3e4cd1e3871dc6c4", "title": "Game Off 2026: The theme is SHIFT", "original_title": "Game Off 2026: The theme is SHIFT", "url": "https://github.blog/open-source/gaming/game-off-2026-the-theme-is-shift", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "开发工具", "tags": [ "GitHub", "GameJam", "SHIFT" ], "published": "Sun, 01 Nov 2026 21:36:00 +0000", "published_at": "2026-11-02T05:36:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "GitHub 举办第 14 届为期一个月的游戏马拉松，11 月邀请开发者围绕主题 SHIFT 制作游戏。", "original_summary": "GitHub’s annual month-long game jam is back for its 14th year! This November, make a game inspired by the theme SHIFT. Change gears, swap perspectives, bend reality, or just press a certain key. The post Game Off 2026: T", "localized": true, "stale": false }, { "id": "4d3938441f216409", "title": "Palette: teaching a small model to build decks in your design language", "original_title": "Palette: teaching a small model to build decks in your design language", "url": "https://huggingface.co/blog/ibm-research/palette-deck-building", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "Palette；small model；design language" ], "published": "Tue, 03 Nov 2026 16:35:36 GMT", "published_at": "2026-11-04T00:35:36+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "分类：AI 模型", "original_summary": "", "localized": true, "stale": false }, { "id": "34e7d62615202d0d", "title": "思科如何借助 OpenAI 以机器速度防御", "original_title": "How Cisco defends at machine speed with OpenAI", "url": "https://openai.com/index/cisco-cyber", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "安全", "tags": [ "OpenAI", "Cisco", "企业安全" ], "published": "Tue, 03 Nov 2026 08:00:00 GMT", "published_at": "2026-11-03T16:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "思科将网络智能与 OpenAI 模型结合，以强化企业安全，并探讨如何构建更自适应的防御。", "original_summary": "Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.", "localized": true, "stale": false }, { "id": "32c42b1a9bd9b90f", "title": "数据中心因电力等待转用退役喷气发动机", "original_title": "Data centers are turning to old jet engines as the wait for power grows", "url": "https://techcrunch.com/2026/11/03/data-centers-are-turning-to-old-jet-engines-as-the-wait-for-power-grows", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "云原生", "tags": [ "数据中心", "电力短缺", "备用电源" ], "published": "Tue, 03 Nov 2026 22:19:53 +0000", "published_at": "2026-11-04T06:19:53+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "因电网接入和新型燃气轮机交付周期长，数据中心建设方开始采用曾被淘汰的喷气发动机作为备用电源，尽管效率较低且环保性较差。", "original_summary": "The years-long wait for access to the grid and new turbines is causing data center builders to turn to an unusual, less-efficient and less environmentally friendly solution: once-discarded jet engines.", "localized": true, "stale": false }, { "id": "d7a492e7317bfb30", "title": "'Our Risk, Their Reward': Zohran Mamdani on AI and Data Centers", "original_title": "‘Our Risk, Their Reward’: Zohran Mamdani on AI and Data Centers", "url": "https://www.wired.com/story/the-big-interview-podcast-nyc-mayor-zohran-mamdani", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "云原生", "tags": [ "数据中心", "AI", "中期选举" ], "published": "Tue, 03 Nov 2026 11:00:00 +0000", "published_at": "2026-11-03T19:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "选举前，WIRED对话纽约市长，讨论数据中心、学校中的人工智能应用及民主党未来。", "original_summary": "Ahead of the midterms, WIRED talked to New York City’s mayor about data centers, AI in schools, and the future of the Democratic party.", "localized": true, "stale": false }, { "id": "24379856c459e00a", "title": "乌克兰无人机袭击加速俄罗斯地下数据中心计划", "original_title": "Ukraine’s drone strikes spur hasty Russian plans for underground data centers", "url": "https://arstechnica.com/ai/2026/11/russia-looks-to-hide-data-centers-underground-as-ukrainian-drones-strike-back", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "安全", "tags": [ "数据中心/安全/战争" ], "published": "Tue, 03 Nov 2026 20:39:55 +0000", "published_at": "2026-11-04T04:39:55+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "俄罗斯试图修复暴露的数字基础设施，因为数据中心战争适得其反。", "original_summary": "Russia tries to fix exposed digital infrastructure as data center war backfires.", "localized": true, "stale": false }, { "id": "8761287f8413912f", "title": "The Linkerd Story：服务背后的人们——新纪录片将在 KubeCon + CloudNativeCon North America 2026 首映", "original_title": "The Linkerd Story: The People Behind The Service Mesh — A new documentary premieres at KubeCon + CloudNativeCon North America 2026", "url": "https://www.cncf.io/blog/2026/11/02/the-linkerd-story-the-people-behind-the-service-mesh-a-new-documentary-premieres-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": [ "Linkerd", "服务网格", "CNCF" ], "published": "Mon, 02 Nov 2026 12:00:00 +0000", "published_at": "2026-11-02T20:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "CNCF 与 Buoyant 将于 11 月 9 日在盐湖城举行新纪录片首映，庆祝 Linkerd 十周年，回顾服务网格技术的演变以及其中的贡献者。", "original_summary": "Join CNCF and Buoyant on November 9 in Salt Lake City for the premiere of a new documentary celebrating a decade of Linkerd, the evolution of service mesh technology, and the people who helped make it...", "localized": true, "stale": false }, { "id": "fd5d0690f18ae055", "title": "巨头推进自主智能仓建设，AI负责调度运营", "original_title": "机器人干活，AI当厂长！这家巨头要造下一代自主智能仓", "url": "https://www.qbitai.com/2026/11/507507.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "AI", "机器人", "自动化" ], "published": "Tue, 03 Nov 2026 13:57:11 +0000", "published_at": "2026-11-03T21:57:11+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "AI系统接管仓库调度，提升运营智能化水平", "original_summary": "AI接管调度运营，仓库越干越聪明", "localized": true, "stale": false }, { "id": "788f588dcfdec80e", "title": "月烧 1.5 万亿 token，年烧 1.32 亿美元？Cursor 工程师的账单，凡人只能仰望", "original_title": "月烧 1.5 万亿 token，年烧 1.32 亿美元？Cursor 工程师的账单，凡人只能仰望", "url": "https://www.infoq.cn/article/q9iebpvFozfy4bgCYUyE", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "AI 模型", "tags": [ "Cursor", "AI模型", "费用" ], "published": "Wed, 04 Nov 2026 15:48:18 GMT", "published_at": "2026-11-04T23:48:18+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "月消耗 1.5 万亿 token，年成本 1.32 亿美元，Cursor 工程师的账单", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "3720fead9ed8791c", "title": "京东本地生活负责人郭庆卸任，业务转入京东外卖下一阶段", "original_title": "京东本地生活负责人郭庆卸任，业务转入京东外卖下一阶段｜独家", "url": "https://www.tmtpost.com/8193164.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "开发工具", "tags": [ "京东", "本地生活", "外卖" ], "published": "Wed, 04 Nov 2026 14:46:00 +0800", "published_at": "2026-11-04T14:46:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "京东本地生活负责人郭庆卸任，业务并入京东外卖，标志着业务发展主线切换", "original_summary": "本次人事变动，或许标志着京东业务发展主线切换", "localized": true, "stale": false }, { "id": "f57fca228be822d5", "title": "连夜实测 iPhone 国行 Apple Intelligence 功能表现", "original_title": "连夜实测 iPhone 国行 AI，亮点和槽点都在这了", "url": "https://www.ifanr.com/1687585", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [ "iPhone", "Apple Intelligence", "国行落地" ], "published": "Wed, 04 Nov 2026 04:13:07 +0000", "published_at": "2026-11-04T12:13:07+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "文章对国行 iPhone 推送的 Apple Intelligence 功能进行首轮实测，梳理了中文写作工具、Siri 交互、隐私计算等核心体验的优势与不足。", "original_summary": "后来者总有机会。 #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": "0d0cba000a729eea", "title": "海外双11 速卖通欧盟本地成交占比突破60%", "original_title": "海外双11，速卖通欧盟本地成交占比突破60%", "url": "https://www.leiphone.com/category/industrynews/aenxUWBDwmhQSQYy.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "研究", "tags": [ "跨境电商", "本地化", "物流" ], "published": "Wed, 04 Nov 2026 12:28:00 +0800", "published_at": "2026-11-04T12:28:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "跨境电商进入本地履约时代，阿里速卖通双11首日数据显示欧盟市场本地成交占比达63%，波兰、西班牙本地规模突破70%，官方仓单环比618增长9倍，西班牙、法国、波兰3国23地区提供次日达服务", "original_summary": "跨境电商进入本地履约时代。阿里旗下速卖通AliExpress海外双11的首日数据显示，速卖通欧盟市场本地成交占比达到63%，其中波兰、西班牙的本地规模突破70%。本地官方仓单量环比618大促爆涨9倍，成为速卖通欧洲业务增长的重要驱动力。双11期间，速卖通还在西班牙、法国、波兰3个国家的23个地区提供次日达服务，覆盖马德里、巴塞罗那、巴黎等主要城市。凭借“品牌化+本地化”策略，速卖通正加速与其他出海四小龙拉开差距，成为品牌出海全新主场。", "localized": true, "stale": false }, { "id": "3bd975395a2a0e25", "title": "从自主代理到认知共生体：迈向 AI 增强人类智能", "original_title": "From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence", "url": "https://arxiv.org/abs/2611.05376v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "AI 模型", "tags": [ "AI", "基础模型", "人类智能" ], "published": "2026-11-03T18:59:52Z", "published_at": "2026-11-04T02:59:52+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "过去十年，AI 进展主要衡量机器能独立完成多少工作。大型基础模型现在能编写代码并执行多步任务，个人代理可代人行动。", "original_summary": "For a decade, progress in artificial intelligence has been measured by how much a machine can do on its own. Large foundation models now write code and run multistep tasks, and personal agents act on a person's behalf. Y", "localized": true, "stale": false }, { "id": "800524c5ac0c7155", "title": "拿下近亿美元融资后，他们造了个开放动态真实世界的「行动伙伴」", "original_title": "拿下近亿美元融资后，他们造了个开放动态真实世界的「行动伙伴」", "url": "http://www.geekpark.net/news/373424", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "研究", "tags": [ "具身智能", "动态适应", "行动伙伴" ], "published": "Tue, 03 Nov 2026 19:54:26 +0800", "published_at": "2026-11-03T19:54:26+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "具身智能行业正从预设编排走向动态适应。该团队近期拿下近亿美元融资，推出开放式“行动伙伴”，探索赋予机器人在复杂真实环境中实时感知与调整行动的潜力。", "original_summary": "作者｜苏子华 编辑｜郑玄 博尔赫斯 写过一则著名的寓言。一个帝国的制图师们绘制了一张与领土等大的地图，精确到每一寸土地、每一条河流。后代人发现这张地图毫无用处，把它弃置在荒野中，任其腐烂。 真正在一个地方走路的人，靠的从来不是一张一比一的图纸，而是脚底的感觉、眼睛的判断，以及走错了再调整的能力。 具身智能行业正在上演这则寓言的现实版。 过去两年，人形机器人学会了跳舞、翻跟头、弹钢琴。但一个略显尴尬的事实是，这些编排的动作，大多是提前反复", "localized": true, "stale": false }, { "id": "c2703d6ae2923f5a", "title": "Jync v1.12.0 · 同步前检查、内容校验与诊断包", "original_title": "Jync v1.12.0 · 同步前检查、内容校验与诊断包", "url": "https://www.oschina.net/news/503388", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开发工具", "tags": [ "同步前检查", "内容校验", "DDL漂移" ], "published": "Wed, 04 Nov 2026 15:04:17 +0800", "published_at": "2026-11-04T15:04:17+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "新增 同步前检查：项目页可在不写入任何数据的情况下排练下一轮：源/目标连通性、待执行的 CREATE/ALTER/DROP、目标表缺失/缺列/类型不兼容、游标列与索引、CDC 可用性，以及 binlog CDC 的表布局漂移（停机期间源表跑", "original_summary": "Jync v1.12.0 · 同步前检查、内容校验与诊断包 新增 同步前检查：项目页可在不写入任何数据的情况下排练下一轮：源/目标连通性、待执行的 CREATE/ALTER/DROP、目标表缺失/缺列/类型不兼容、游标列与索引、CDC 可用性，以及 binlog CDC 的表布局漂移（停机期间源表跑过 DDL 会在预检报错并提示重建基线）。结果按 ERROR ...", "localized": true, "stale": false }, { "id": "06aa48b2545ce8a1", "title": "奥特曼：GPT攻克千禧难题即将上线", "original_title": "奥特曼：攻下千禧难题的GPT，即将上线！", "url": "https://aiera.com.cn/2026/11/04/other/admin/122211/%e5%a5%a5%e7%89%b9%e6%9b%bc%ef%bc%9a%e6%94%bb%e4%b8%8b%e5%8d%83%e7%a6%a7%e9%9a%be%e9%a2%98%e7%9a%84gpt%ef%bc%8c%e5%8d%b3%e5%b0%86%e4%b8%8a%e7%ba%bf%ef%bc%81", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [ "GPT", "千禧难题", "OpenAI" ], "published": "Wed, 04 Nov 2026 00:14:00 +0000", "published_at": "2026-11-04T08:14:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "OpenAI宣布攻克千禧难题的GPT即将上线，奥特曼在ADIPEC 2026开幕式上公开提及", "original_summary": "OpenAI攻克千禧难题的「神兽」，终于要出笼了！ 今天，在ADIPEC 2026开幕式上，奥特曼一句话引爆了全网——", "localized": true, "stale": false }, { "id": "c4aacf26476bc666", "title": "国行 Apple 智能上手：这些功能已经准备好", "original_title": "国行 Apple 智能上手：这些功能已经准备好", "url": "https://sspai.com/post/118404", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [], "published": "Wed, 04 Nov 2026 10:41:10 +0800", "published_at": "2026-11-04T10:41:10+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "iOS 27.3 Beta 带来了姗姗来迟的国行版 Apple 智能，这些细节你值得了解。 查看全文", "original_summary": "iOS 27.3 Beta 带来了姗姗来迟的国行版 Apple 智能，这些细节你值得了解。 查看全文", "localized": false, "stale": false }, { "id": "621a6640b0eccbf0", "title": "《塞尔达传说：时之笛》Switch 2 重制版", "original_title": "All the news about The Legend of Zelda: Ocarina of Time remake", "url": "https://www.theverge.com/games/1026112/the-legend-of-zelda-ocarina-of-time-remake-nintendo-switch-2-news", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "开发工具", "tags": [ "时之笛", "Switch 2", "GTA VI" ], "published": "2026-11-03T20:02:53-05:00", "published_at": "2026-11-04T09:02:53+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "《GTA VI》发布前夕，任天堂宣布推出该作 Switch 2 重制版，距原版发布28年后面世。", "original_summary": "Ahead of the release of Rockstar Games’ Grand Theft Auto VI, Nintendo is launching its own fall juggernaut: a Switch 2 remake of The Legend of Zelda: Ocarina of Time. The remake, which is releasing 28 years after the lau", "localized": true, "stale": false }, { "id": "453b18c935cee2e4", "title": "How “reverse game theory” could keep AI agents in check", "original_title": "How “reverse game theory” could keep AI agents in check", "url": "https://www.technologyreview.com/2026/11/03/1147934/reverse-game-theory-mechanism-design-ai-alignment", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "研究", "tags": [], "published": "Tue, 03 Nov 2026 10:43:41 +0000", "published_at": "2026-11-03T18:43:41+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "A new approach known as “reverse game theory” aims to control powerful AI models by designing systems that incentivize them to stick to the rules. As AI models become more capable, safety researchers are scrambling to en", "original_summary": "A new approach known as “reverse game theory” aims to control powerful AI models by designing systems that incentivize them to stick to the rules. As AI models become more capable, safety researchers are scrambling to en", "localized": false, "stale": false }, { "id": "afbe44742306fbc5", "title": "小米智能屏显开关 2 开启众筹：自带彩屏、单零火兼容设计，159 元起", "original_title": "小米智能屏显开关 2 开启众筹：自带彩屏、单零火兼容设计，159 元起", "url": "https://www.ithome.com/1/022/246.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "开发工具", "tags": [], "published": "Wed, 04 Nov 2026 08:18:17 GMT", "published_at": "2026-11-04T16:18:17+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "IT之家 11 月 4 日消息，小米旗下小米智能屏显开关 2 现已在有品（ 点此访问 ）开启众筹，该产品主打“一屏焕彩四键控，单火零火皆可用”，搭载 Xiaomi HyperOS Connect，旨在通过创新供电技术，让更多家庭无需改线即可享受智能彩屏交互体验，众筹价 159 元起。 IT之家注意到，针对传统彩屏开关对零线供电的依赖，小米智能屏显开关 2 采用创新供电技术，实现单火、零火皆可使用。在单火接线模式下，开关可通过内置储能模块", "original_summary": "IT之家 11 月 4 日消息，小米旗下小米智能屏显开关 2 现已在有品（ 点此访问 ）开启众筹，该产品主打“一屏焕彩四键控，单火零火皆可用”，搭载 Xiaomi HyperOS Connect，旨在通过创新供电技术，让更多家庭无需改线即可享受智能彩屏交互体验，众筹价 159 元起。 IT之家注意到，针对传统彩屏开关对零线供电的依赖，小米智能屏显开关 2 采用创新供电技术，实现单火、零火皆可使用。在单火接线模式下，开关可通过内置储能模块", "localized": false, "stale": false }, { "id": "05f1c1db9abbad18", "title": "禁令解封！拆自家电视被封号，11天后OpenAI低头道歉，Anthropic不听", "original_title": "禁令解封！拆自家电视被封号，11天后OpenAI低头道歉，Anthropic不听", "url": "https://news.cnblogs.com/n/844520", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "安全", "tags": [], "published": "Wed, 04 Nov 2026 04:30:00 GMT", "published_at": "2026-11-04T12:30:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "新智元报道 你花钱买了一台最新款的智能电视，为了保护隐私，你决定研究一下里面的代码。为了提高效率，你打开了 ChatGPT 辅助分析。 结果第二天，你的 OpenAI 账号被原地封禁，里面充值的 500 美元余额瞬间灰飞烟灭。 理由是：你涉嫌「网络滥用」。 在过去半个月里，安全研究员 @log4j 本文链接", "original_summary": "新智元报道 你花钱买了一台最新款的智能电视，为了保护隐私，你决定研究一下里面的代码。为了提高效率，你打开了 ChatGPT 辅助分析。 结果第二天，你的 OpenAI 账号被原地封禁，里面充值的 500 美元余额瞬间灰飞烟灭。 理由是：你涉嫌「网络滥用」。 在过去半个月里，安全研究员 @log4j 本文链接", "localized": false, "stale": false }, { "id": "e27627131361b585", "title": "苹果在macOS 27.3中新增Markdown快速预览 可以显示渲染后的排版效果", "original_title": "苹果在macOS 27.3中新增Markdown快速预览 可以显示渲染后的排版效果", "url": "https://www.landian.news/archives/128044.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "AI 模型", "tags": [], "published": "Wed, 04 Nov 2026 07:30:00 +0000", "published_at": "2026-11-04T15:30:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "#系统资讯 苹果在 macOS 27.3 Beta 1 中为快速查看带来 Markdown 渲染，用户可以快速按空格查看渲染后的 MD 格式。以前用户可能需要安装快速查看 MD 扩展或 MD 编辑器，现在至少查看可以直接使用系统自带的快速查看功能了。对于经常查看项目说明、技术文档或 AI 智能体配置文件的用户来说，这项更新可以省去打开专门编辑器的步骤。查看全文：https://ourl.co/128044", "original_summary": "#系统资讯 苹果在 macOS 27.3 Beta 1 中为快速查看带来 Markdown 渲染，用户可以快速按空格查看渲染后的 MD 格式。以前用户可能需要安装快速查看 MD 扩展或 MD 编辑器，现在至少查看可以直接使用系统自带的快速查看功能了。对于经常查看项目说明、技术文档或 AI 智能体配置文件的用户来说，这项更新可以省去打开专门编辑器的步骤。查看全文：https://ourl.co/128044", "localized": false, "stale": false }, { "id": "ef28d958c247725b", "title": "[macOS] 求解 Loon Mac 的运行逻辑", "original_title": "[macOS] 求解 Loon Mac 的运行逻辑", "url": "https://www.v2ex.com/t/1254454", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "开发工具", "tags": [], "published": "2026-11-04T08:15:14Z", "published_at": "2026-11-04T16:15:14+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "这几天一直在查找各种 Loon Mac 的各种资料，发现 Loon Mac 居然没有任何地方可以设置本地监听端口 Loon Mac 启动就是 TUN 模式并且没有地方修改，强制使用 ⚠️ 这种设计逻辑是什么？其实用户用梯子的最常用模式是通过本机监听端口使用，这样最灵活 相信系统代理设置的人都不会很多，更别说 TUN 模式 而 Loon Mac 这种强制接管 TUN 模式的设计思路是什么？ 是不是我没找到正确的使用方式？还是的确是这样的？", "original_summary": "这几天一直在查找各种 Loon Mac 的各种资料，发现 Loon Mac 居然没有任何地方可以设置本地监听端口 Loon Mac 启动就是 TUN 模式并且没有地方修改，强制使用 ⚠️ 这种设计逻辑是什么？其实用户用梯子的最常用模式是通过本机监听端口使用，这样最灵活 相信系统代理设置的人都不会很多，更别说 TUN 模式 而 Loon Mac 这种强制接管 TUN 模式的设计思路是什么？ 是不是我没找到正确的使用方式？还是的确是这样的？", "localized": false, "stale": false }, { "id": "72af0a9994fe7294", "title": "币安称黑客通过虚假工作面试入侵工程师笔记本电脑", "original_title": "币安称黑客通过虚假工作面试入侵工程师笔记本电脑", "url": "https://www.solidot.org/story?sid=85789", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "安全", "tags": [ "AI编程工具", "Homebrew", "供应链攻击" ], "published": "Wed, 04 Nov 2026 14:07:00 +0800", "published_at": "2026-11-04T14:07:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "币安披露黑客窃取价值63亿美元加密货币的初步调查报告。攻击始于2026年6月，工程师为安装热门AI编程工具下载遭篡改的Homebrew程序，岗位信息及同事信息仍被暴露给攻击者。", "original_summary": "币安官方博客披露了黑客如何窃取价值 63 亿美元加密货币的初步调查报告。报告称，攻击始于今年六月： 2026 年 6 月——供应链攻击。钱包开发运维团队的工程师 A 为安装一款热门 AI 编程工具，通过搜索引擎查找并下载了一个遭篡改的 Homebrew 安装程序。我们的安全团队主动检测到了这一异常，更换了该设备，同时轮换了所有相关凭证。尽管如此，工程师 A 的岗位信息，以及其钱包基础设施团队中的相关同事信息，仍已暴露给攻击者。 9月——", "localized": true, "stale": false }, { "id": "63945bc794809749", "title": "CWE-bench v2: More coverage, quality, and transparency", "original_title": "CWE-bench v2: More coverage, quality, and transparency", "url": "https://huggingface.co/blog/cwe-bench", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "研究", "tags": [ "漏洞覆盖面", "数据质量", "评测透明度" ], "published": "Tue, 03 Nov 2026 00:00:00 GMT", "published_at": "2026-11-03T08:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "CWE-bench v2 版本增加了漏洞覆盖面、提升了数据质量并增强了评测透明度，为缺陷修复模型的基准评估提供了更严谨的标准。", "original_summary": "", "localized": true, "stale": false }, { "id": "fc87a45dcfbf03d4", "title": "Heimstaden is changing residential real estate management with AI", "original_title": "Heimstaden is changing residential real estate management with AI", "url": "https://openai.com/index/heimstaden", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [], "published": "Tue, 03 Nov 2026 08:00:00 GMT", "published_at": "2026-11-03T16:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.", "original_summary": "Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.", "localized": false, "stale": false }, { "id": "9427f87f31ac6b74", "title": "Ted Schlein’s Ballistic Ventures seeks $490M for new funds amid AI-driven cybersecurity boom", "original_title": "Ted Schlein’s Ballistic Ventures seeks $490M for new funds amid AI-driven cybersecurity boom", "url": "https://techcrunch.com/2026/11/03/ted-schleins-ballistic-ventures-seeks-490m-for-new-funds-amid-ai-driven-cybersecurity-boom", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "安全", "tags": [], "published": "Tue, 03 Nov 2026 21:43:08 +0000", "published_at": "2026-11-04T05:43:08+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "Cybersecurity-focused Ballistic Ventures is seeking to raise $360 million for a new flagship fund and another $130 million for a separate investment vehicle.", "original_summary": "Cybersecurity-focused Ballistic Ventures is seeking to raise $360 million for a new flagship fund and another $130 million for a separate investment vehicle.", "localized": false, "stale": false }, { "id": "59a736295c16d3a8", "title": "When You Should—and Shouldn’t—Use AI to Search the Web", "original_title": "When You Should—and Shouldn’t—Use AI to Search the Web", "url": "https://www.wired.com/story/when-you-should-and-shouldnt-use-ai-to-search-the-web", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [], "published": "Mon, 02 Nov 2026 12:00:00 +0000", "published_at": "2026-11-02T20:00:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "Chatbots are often quite good at retrieving the information you want from the web. But sometimes you’ll get better results by typing your query into a good old search engine.", "original_summary": "Chatbots are often quite good at retrieving the information you want from the web. But sometimes you’ll get better results by typing your query into a good old search engine.", "localized": false, "stale": false }, { "id": "8466290a4a63f493", "title": "NYT demands Brave shut down its paywall blocker and end deals with AI firms", "original_title": "NYT demands Brave shut down its paywall blocker and end deals with AI firms", "url": "https://arstechnica.com/tech-policy/2026/11/nyt-demands-brave-shut-down-its-paywall-blocker-and-end-deals-with-ai-firms", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "AI 模型", "tags": [], "published": "Tue, 03 Nov 2026 18:30:27 +0000", "published_at": "2026-11-04T02:30:27+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "Lawsuit calls Brave \"supplier, dealer, and distributor\" of stolen news content.", "original_summary": "Lawsuit calls Brave \"supplier, dealer, and distributor\" of stolen news content.", "localized": false, "stale": false }, { "id": "7715ad33c91eec79", "title": "智己LS8纯电版背后：8年研发底盘，两大厂联合开发电池", "original_title": "智己LS8纯电版背后：8年研发底盘，两大厂联合开发电池", "url": "https://www.qbitai.com/2026/11/507473.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "开发工具", "tags": [], "published": "Tue, 03 Nov 2026 12:57:35 +0000", "published_at": "2026-11-03T20:57:35+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "两位CTO，关起门来吵架", "original_summary": "两位CTO，关起门来吵架", "localized": false, "stale": false }, { "id": "b88517cd8918a2ad", "title": "同一个模型从 30 分到 95 分：拉开差距的不是模型，是Harness", "original_title": "同一个模型从 30 分到 95 分：拉开差距的不是模型，是Harness", "url": "https://www.infoq.cn/article/C1C1DThg8z1Dy0rZAmLB", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "AI 模型", "tags": [], "published": "Wed, 04 Nov 2026 15:40:50 GMT", "published_at": "2026-11-04T23:40:50+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "点击查看原文>", "original_summary": "点击查看原文>", "localized": false, "stale": false }, { "id": "9575bd72f4c01e95", "title": "猫贷中的“贷”与“猫”", "original_title": "猫贷中的“贷”与“猫”", "url": "https://www.tmtpost.com/8192970.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "AI 模型", "tags": [ "模型", "伪装", "警惕" ], "published": "Wed, 04 Nov 2026 13:38:00 +0800", "published_at": "2026-11-04T13:38:00+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "以萌为名的阳谋", "original_summary": "以萌为名的阳谋。", "localized": true, "stale": false }, { "id": "de712c8943828c3b", "title": "抱紧「大腿」！奥迪的全新纯电跑车，本质是一辆保时捷", "original_title": "抱紧「大腿」！奥迪的全新纯电跑车，本质是一辆保时捷", "url": "https://www.ifanr.com/1687549", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "开发工具", "tags": [], "published": "Wed, 04 Nov 2026 03:29:37 +0000", "published_at": "2026-11-04T11:29:37+08:00", "fetched_at": "2026-11-04T16:19:32.870960+08:00", "summary": "模拟五缸声浪，迎接万转旗舰。 #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": "模拟五缸声浪，迎接万转旗舰。 #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 } ], "news_generated_at": "2026-11-04T16:19:32.870960+08:00", "news_sources": [ { "id": "github-blog", "name": "GitHub Blog", "url": "https://github.blog/", "status": "ok", "last_success_at": "2026-11-04T16:19:32.870960+08:00" }, { "id": "huggingface-blog", "name": "Hugging Face Blog", "url": "https://huggingface.co/blog", "status": "ok", "last_success_at": "2026-11-04T16:19:32.870960+08:00" }, { "id": "openai-news", "name": "OpenAI News", "url": "https://openai.com/news/", "status": "ok", "last_success_at": "2026-11-04T16:19:32.870960+08:00" }, { "id": "techcrunch-ai", "name": "TechCrunch AI", "url": "https://techcrunch.com/category/artificial-intelligence/", "status": "ok", "last_success_at": "2026-11-04T16:19:32.870960+08:00" }, { "id": "wired-ai", "name": "Wired AI", "url": 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