{ "schema_version": "1.0", "site": { "name": "GitHub 趋势雷达", "url": "https://Ibook000.github.io/GithubTrending" }, "date": "2026-10-31", "generated_at": "2026-10-31T15:49:58.570017+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": "106,735", "forks": "9,391", "author": "thedotmack", "summary": "该项目提供跨会话持久上下文功能，可记录每个代理的会话活动，通过 AI 压缩并将其注入到未来的会话中，并支持多种代理工具。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "monthly" ] }, { "title": "milind-soni/OpenMausBot", "url": "https://github.com/milind-soni/OpenMausBot", "description": "Open-source Grok Bot alternative with a virtual machine that bots can use", "language": "TypeScript", "stars": "8,991", "forks": "1,233", "author": "milind-soni", "summary": "OpenMausBot 是一个开源的 Grok Bot 替代项目，内置虚拟机供机器人运行和使用。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "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": "97,441", "forks": "5,743", "author": "pbakaus", "summary": "该项目提供代码代理的设计词汇，帮助在润色和大胆的控制下进行审查，及时发现 AI 产出的低质量代码。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "title": "CopilotKit/OpenBot", "url": "https://github.com/CopilotKit/OpenBot", "description": "Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.", "language": "TypeScript", "stars": "8,956", "forks": "1,119", "author": "CopilotKit", "summary": "OpenBot 是一个开源项目，为每个 AI 代理提供独立的浏览器、文件和工具环境，支持行动前决策与事后记录，并兼容任意 AG-UI 代理。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "Renhuai123/ziwei-doushu", "url": "https://github.com/Renhuai123/ziwei-doushu", "description": "紫微斗数开源排盘引擎 — 基于倪海厦《天纪》体系，含完整排盘算法、四化系统、格局知识库、古籍原文数据", "language": "TypeScript", "stars": "11,627", "forks": "2,294", "author": "Renhuai123", "summary": "这个项目是一个基于倪海厦《天纪》体系的紫微斗数开源排盘引擎，提供完整的排盘算法、四化系统、格局知识库以及古籍原文数据。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "expo/skills", "url": "https://github.com/expo/skills", "description": "A collection of AI agent skills for working with Expo projects and Expo Application Services", "language": "Shell", "stars": "3,950", "forks": "248", "author": "expo", "summary": "expo/skills是一个AI Agent技能集合，用于操作和管理Expo项目及Expo Application Services。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "macro-inc/macro", "url": "https://github.com/macro-inc/macro", "description": "Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory.", "language": "Rust", "stars": "5,953", "forks": "545", "author": "macro-inc", "summary": "Macro 是一个将邮件、聊天、文档、任务、智能体、通话和客户关系管理等功能通过共享 AI 记忆关联起来的团队统一工作空间。", "rank": 7, "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": "307,705", "forks": "25,898", "author": "mattpocock", "summary": "这是一个收集自 .agents 目录的工程技能集合，旨在为工程师提供实用的工具和资源。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "pingdotgg/t3code", "url": "https://github.com/pingdotgg/t3code", "description": "无描述", "language": "TypeScript", "stars": "33,105", "forks": "8,689", "author": "pingdotgg", "summary": "该项目暂无官方描述，仅从仓库名 `t3code` 推测可能是一个与 T3 技术栈相关的代码生成或脚手架工具，具体功能与亮点不详。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly" ] }, { "title": "HKUDS/DeepTutor", "url": "https://github.com/HKUDS/DeepTutor", "description": "DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/ .", "language": "Python", "stars": "52,048", "forks": "6,378", "author": "HKUDS", "summary": "DeepTutor 是一个旨在实现终生个性化教学的项目，通过结合深度学习等技术，为学生提供长期、针对性的学习支持与辅导。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] } ], "weekly": [ { "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": "54,440", "forks": "3,533", "author": "cloudflare", "summary": "该项目提供一个编程代理，用于分阶段安全审计并输出经独立验证的机器可读结果。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "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": "24,656", "forks": "3,282", "author": "AgriciDaniel", "summary": "这是一个为 Claude Code 提供的综合 SEO 工具，包含 26 个子技能和 19 个子代理，涵盖技术 SEO、E-E-A-T、结构化数据、GEO/AEO、智能浏览、反向链接、本地 SEO、电商、国际 SEO、Google API 以及 PDF/Excel 报告生成，并提供 9 个可选的实时数据扩展。", "rank": 2, "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": "97,441", "forks": "5,743", "author": "pbakaus", "summary": "该项目为编码代理提供设计词汇与规范，支持通过润色、审计等机制引导生成与审查，在发布前拦截低质量 AI 代码。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "title": "obra/superpowers", "url": "https://github.com/obra/superpowers", "description": "An agentic skills framework & software development methodology that works.", "language": "Shell", "stars": "309,598", "forks": "27,549", "author": "obra", "summary": "它是一个基于智能体技能的软件开发框架与方法论，强调实际可用性。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "TauricResearch/TradingAgents", "url": "https://github.com/TauricResearch/TradingAgents", "description": "TradingAgents: Multi-Agents LLM Financial Trading Framework", "language": "Python", "stars": "118,788", "forks": "22,707", "author": "TauricResearch", "summary": "这是一个基于大语言模型的多智能体金融交易框架，通过多个 AI 角色协同分析市场并生成交易决策。", "rank": 5, "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": "227,036", "forks": "22,668", "author": "multica-ai", "summary": "该项目提供一个整合了Andrej Karpathy对大语言模型编程缺陷洞察的CLAUDE.md配置文件，旨在优化Claude Code的行为表现。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "Leonxlnx/taste-skill", "url": "https://github.com/Leonxlnx/taste-skill", "description": "Agent skills that give coding agents taste: art direction, reference images and a browser check instead of generic AI pages", "language": "JavaScript", "stars": "106,509", "forks": "7,207", "author": "Leonxlnx", "summary": "这是一个为代码生成代理提供艺术指导、参考图像和浏览器检查的功能集合，以取代通用的 AI 页面。", "rank": 7, "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": "9,427", "forks": "360", "author": "jakubkrehel", "summary": "该项目提供一组代理技能组件，辅助开发者构建高质量交互界面。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "pingdotgg/t3code", "url": "https://github.com/pingdotgg/t3code", "description": "无描述", "language": "TypeScript", "stars": "33,105", "forks": "8,689", "author": "pingdotgg", "summary": "这个项目的简介目前是空的，所以暂时无法得知它的核心用途和亮点。如果你能补充一下项目的描述或链接，我可以帮你整理一份自然的介绍。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly" ] }, { "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": "34,087", "forks": "3,758", "author": "anthropics", "summary": "这是一个开源的插件仓库，旨在为知识工作者在Claude Cowork中提供实用的工具和扩展功能。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] } ], "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": "54,440", "forks": "3,533", "author": "cloudflare", "summary": "这是一个面向编码代理的技能，用于执行多阶段安全审计并输出经独立验证、机器可读的发现结果。", "rank": 1, "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": "76,190", "forks": "6,951", "author": "heygen-com", "summary": "这个项目提供了一套基于 HTML 的框架，用于生成和渲染视频内容，其设计目标是让智能体能够直接通过编写 HTML 来创建视频。", "rank": 2, "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": "34,087", "forks": "3,758", "author": "anthropics", "summary": "这是一个开源插件仓库，旨在为知识工作者在 Claude Cowork 中提供插件支持。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "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": "97,441", "forks": "5,743", "author": "pbakaus", "summary": "这是一个面向 AI 编程代理的设计规范与审查工具，旨在通过标准化的设计词汇和 critique/audit 机制，帮助开发者在代码落地前识别和修正 AI 生成的低质量问题。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "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": "96,055", "forks": "10,640", "author": "debpalash", "summary": "VoiceStudio是一个开源、完全本地化的语音工具，作为ElevenLabs替代品，支持语音克隆、设计、视频口播、转录、转写和有声读物创作，覆盖646种语言。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "earthtojake/text-to-cad", "url": "https://github.com/earthtojake/text-to-cad", "description": "Design physical products with AI", "language": "Python", "stars": "24,393", "forks": "2,341", "author": "earthtojake", "summary": "earthtojake/text-to-cad 是一个利用 AI 将文本描述自动转换为 3D CAD 模型的工具，可快速生成物理产品设计。", "rank": 6, "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": "43,261", "forks": "2,266", "author": "Nutlope", "summary": "该项目为 Claude Code、Cursor 和 Codex 等AI编码助手提供防止生成低质设计输出的技巧与规范。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "mvschwarz/openrig", "url": "https://github.com/mvschwarz/openrig", "description": "Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned work.", "language": "TypeScript", "stars": "8,410", "forks": "694", "author": "mvschwarz", "summary": "该项目允许用户基于 Claude Code、Codex 和 Pi 构建支持角色分配、共享上下文和任务归属的持久化代理团队。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "anthropics/claude-plugins-official", "url": "https://github.com/anthropics/claude-plugins-official", "description": "Official, Anthropic-managed directory of high quality Claude Code Plugins.", "language": "Python", "stars": "45,476", "forks": "4,742", "author": "anthropics", "summary": "这是一个由 Anthropic 官方维护的高质量 Claude Code 插件目录，旨在为开发者提供经过严格筛选的扩展工具，以增强 Claude Code 的功能和应用场景。", "rank": 9, "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": "106,735", "forks": "9,391", "author": "thedotmack", "summary": "该项目通过记录代理工具在会话中的操作并利用 AI 压缩，将相关上下文注入到未来的会话中，从而在所有代理工具之间提供持久会话上下文支持，并兼容多种 AI 开发工具。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "monthly" ] } ] }, "news": [ { "id": "59f92a9af33d7787", "title": "GitHub Universe 2026：全栈演进", "original_title": "GitHub Universe 2026: Evolving every layer of the stack", "url": "https://github.blog/news-insights/company-news/github-universe-2026-evolving-every-layer-of-the-stack", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "开发工具", "tags": [ "GitHub Universe 2026", "软件交付系统", "全栈演进" ], "published": "Wed, 28 Oct 2026 16:09:28 +0000", "published_at": "2026-10-29T00:09:28+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "GitHub 在 GitHub Universe 2026 上发布了其愿景， positioning 自身为全球最完整、全流程的软件交付系统。", "original_summary": "Today, we laid out our vision for GitHub as the most comprehensive, end-to-end software delivery system in the world. The post GitHub Universe 2026: Evolving every layer of the stack appeared first on The GitHub Blog .", "localized": true, "stale": false }, { "id": "037154e824aaff25", "title": "Nemotron-Halloween 项目", "original_title": "nemotron-halloween", "url": "https://huggingface.co/blog/nvidia/nemotron-halloween", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "AI 模型", "开源", "工具" ], "published": "Fri, 30 Oct 2026 17:57:24 GMT", "published_at": "2026-10-31T01:57:24+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "原文无正式摘要，可能为人工智能模型或工具的命名方案", "original_summary": "", "localized": true, "stale": false }, { "id": "84abd1857de5dfd9", "title": "网站AI训练偏好表达简化", "original_title": "Making it easier for websites to express AI training preferences", "url": "https://openai.com/index/helping-websites-express-ai-training-preferences", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [ "robots.txt", "AI训练", "OpenAI" ], "published": "Fri, 30 Oct 2026 09:30:00 GMT", "published_at": "2026-10-30T17:30:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "OpenAI将遵循共享的robots.txt信号，让站点运营者向参与AI训练的服务商传达其训练偏好。", "original_summary": "OpenAI will honor a shared robots.txt signal to help website operators communicate their AI training preferences to participating providers.", "localized": true, "stale": false }, { "id": "778066fca87ac979", "title": "Nvidia 考虑为位于西弗吉尼亚的 Nscale AI 数据中心担任担保人", "original_title": "Nvidia weighs playing the cosigner for Nscale’s AI data center in West Virginia", "url": "https://techcrunch.com/2026/10/30/nvidia-weighs-playing-the-cosigner-for-nscales-ai-data-center-in-west-virginia", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "云原生", "tags": [ "Nvidia", "Nscale", "AI数据中心" ], "published": "Sat, 31 Oct 2026 01:20:05 +0000", "published_at": "2026-10-31T09:20:05+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "当投资者对 AI 投资感到担忧时，拥有芯片制造商提供担保可缓解融资风险。", "original_summary": "When investors get nervous about AI spending, it helps to have the chipmaker that sells the chips offer to cosign the loan.", "localized": true, "stale": false }, { "id": "c063c2f3517d6061", "title": "Pentagon 事故揭示政府部署 AI 智能体面临的挑战", "original_title": "How a Contractor’s Claude Agent Got Into the Pentagon", "url": "https://www.wired.com/story/uncanny-valley-podcast-how-a-contractors-claude-agent-got-into-the-pentagon", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [ "安全 开源生态 云原生" ], "published": "Fri, 30 Oct 2026 21:19:26 +0000", "published_at": "2026-10-31T05:19:26+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "一名承包商的 Claude Agent 意外进入五角大楼，凸显军方与外部开发者合作时对 AI 智能体访问控制的安全隐患；同时，Anthropic 提交了 IPO 文件，披露其商业化进程及面临的监管压力。", "original_summary": "This week on Uncanny Valley, we also discuss Anthropic’s IPO filing and the volunteers gearing up to counter ICE at the midterms.", "localized": true, "stale": false }, { "id": "42f3da87a2d5718e", "title": "NASA 再次征集方案挽救哈勃望远镜", "original_title": "Once again, NASA is asking for ideas to rescue Hubble from certain death", "url": "https://arstechnica.com/space/2026/10/think-you-can-save-the-hubble-space-telescope-nasa-wants-to-know", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "研究", "tags": [ "哈勃望远镜", "NASA", "轨道维护" ], "published": "Sat, 31 Oct 2026 00:07:22 +0000", "published_at": "2026-10-31T08:07:22+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "四年前航天机构曾征集哈勃再加速方案，但未取得进展。", "original_summary": "The space agency solicited ideas for reboosting Hubble four years ago, but they didn't go anywhere.", "localized": true, "stale": false }, { "id": "bc07c6495fd6836f", "title": "KubeCon + CloudNativeCon NA 2026 最终用户技术咨询委员会（TAB）建议与技巧", "original_title": "KubeCon + CloudNativeCon NA 2026: End User TAB recommendations and tips", "url": "https://www.cncf.io/blog/2026/10/29/kubecon-cloudnativecon-na-2026-end-user-tab-recommendations-and-tips", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "云原生", "tags": [ "KubeCon顿号CloudNativeCon顿号开源生态" ], "published": "Fri, 30 Oct 2026 00:43:04 +0000", "published_at": "2026-10-30T08:43:04+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "KubeCon + CloudNativeCon NA 2026 将在盐湖城举行，本文为最终用户提供了关于该云原生开源盛会的建议与技巧。", "original_summary": "KubeCon + CloudNativeCon NA 2026 in Salt Lake City will bring the cloud native community together with projects, vendors and end users in what is one of the largest open source events. In this post, we...", "localized": true, "stale": false }, { "id": "5d096e437ca717a4", "title": "英伟达团队基于 MiniMax H3 开源视频增强方案 最高支持 4K 重生成", "original_title": "英伟达团队基于 MiniMax H3 开源视频增强方案，最高支持 4K 重生成", "url": "https://www.qbitai.com/2026/10/506743.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "视频增强", "4K 重生成", "开源标题：英伟达团队基于 MiniMax H3 开源视频增强方案 最高支持 4K 重生成" ], "published": "Fri, 30 Oct 2026 07:31:11 +0000", "published_at": "2026-10-30T15:31:11+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "英伟达与麻省理工学院团队在 Hugging Face 发布视频增强项目 Open-H3-Regenerate-2K 及其模型权重", "original_summary": "英伟达与麻省理工学院团队，在 Hugging Face 发布了视频增强项目 Open-H3-Regenerate-2K 的模型权重", "localized": true, "stale": false }, { "id": "afd66af3c0e474d9", "title": "Helidon 开启双轨发布，支持 JDK 27 与 JDK 21", "original_title": "一边拥抱 JDK 27，一边保留 JDK 21：Helidon 开启双轨发布", "url": "https://www.infoq.cn/article/qRZCxTQbL1CwAUy28Zm8", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "开发工具", "tags": [ "JDK27", "JDK21", "Helidon" ], "published": "Sat, 31 Oct 2026 15:00:00 GMT", "published_at": "2026-10-31T23:00:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Helidon 支持 JDK 27 与 JDK 21 双轨发布", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "aa69c930491e6d7c", "title": "开源才是护城河：制造老炮把品胜的AI交给了00后", "original_title": "“开源才是护城河”：制造老炮把品胜的AI交给了00后", "url": "https://www.tmtpost.com/8188454.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "开源生态", "tags": [ "开源", "AI", "开发" ], "published": "Sat, 31 Oct 2026 13:17:51 +0800", "published_at": "2026-10-31T13:17:51+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "赵国成认为AI必须落地生产力；考验丛泽龙团队的，是把具体创新转化为可复用、持续更新的能力。", "original_summary": "对赵国成而言，AI最终要落到生产力上；而考验丛泽龙团队的，将是怎么把一次次具体的创新变成可以复用、持续更新的能力。", "localized": true, "stale": false }, { "id": "023484f8f877f5e8", "title": "刚刚，国行 Apple 智能设备官宣，但满血 Siri AI 还得等", "original_title": "刚刚，国行 Apple 智能官宣，但满血 SiriAI 还得等", "url": "https://www.ifanr.com/1687012", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [ "国行Apple智能设备", "Siri AI延迟", "产品发布" ], "published": "Sat, 31 Oct 2026 01:37:05 +0000", "published_at": "2026-10-31T09:37:05+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Apple 国行智能设备正式发布，但完全版 Siri AI 功能暂未推出。", "original_summary": "等了好久终于等到今天 #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": "b049447f6e84b340", "title": "智能驾驶向物理AI延伸大会召开", "original_title": "智能驾驶进入物理AI时代？7位行业嘉宾给出最新判断", "url": "https://www.leiphone.com/category/transportation/pqEtZnYepE5D1PzD.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "AI 模型", "tags": [ "世界模型", "强化学习", "端侧智能" ], "published": "Sat, 31 Oct 2026 11:31:00 +0800", "published_at": "2026-10-31T11:31:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "第八届智能驾驶大会召开，讨论边界从智能驾驶延伸至物理AI。世界模型、强化学习、端侧智能、虚拟仿真等技术被提及，Robotaxi之外，机器人、低空飞行器等形态出现。高阶辅助驾驶进入规模化上车阶段，行业面临新问题。", "original_summary": "10月26日，第八届智能驾驶大会暨2026环秀湖物理AI产业发展推介会在苏州相城举行。 上一届，车路云一体化、智能驾驶出海和无人驾驶商业化是讨论重点，而到了今年，大会的讨论边界进一步从智能驾驶向物理AI延伸。 世界模型、强化学习、端侧智能、虚拟仿真、Robotaxi之外，机器人、低空飞行器等不同形态的物理智能开始出现在同一场大会上。这背后，是智能驾驶行业正在面对的一组新问题。 一方面，高阶辅助驾驶已经进入规模化上车阶段，Robotaxi", "localized": true, "stale": false }, { "id": "efe1026dde3d35a3", "title": "阐明语言模型数据归因的设计空间", "original_title": "Elucidating the Design Space of LM Data Attribution", "url": "https://arxiv.org/abs/2610.40655v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "研究", "tags": [ "语言模型", "数据归因", "评估方法" ], "published": "2026-10-29T17:59:53Z", "published_at": "2026-10-30T01:59:53+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "语言模型的数据归因方法通常用事实检索等下游任务评估，但现有评估会同时改变多个数据集属性，无法隔离单个属性的影响。", "original_summary": "Data attribution methods for Language Models (LMs) are typically evaluated using downstream tasks like fact retrieval. However, existing evaluations vary multiple dataset properties simultaneously, making it impossible t", "localized": true, "stale": false }, { "id": "e3bb1d0e99f259fb", "title": "苹果AI集成千问、DeepSeek融资、英特尔股价下跌", "original_title": "苹果官宣 Apple 智能接入阿里千问；DeepSeek 完成第二轮 1055 亿元融资，估值达 6155 亿元；英特尔股价开盘跌超 30%｜极客早知道", "url": "http://www.geekpark.net/news/373220", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "AI 模型", "tags": [ "AI集成", "融资", "股价" ], "published": "Sat, 31 Oct 2026 08:03:20 +0800", "published_at": "2026-10-31T08:03:20+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "苹果宣布国行Apple智能将于11月4日随iOS开发者Beta版开放测试，12月正式推出，接入阿里千问，支持iPhone 15 Pro系列等机型；DeepSeek完成第二轮1055亿元融资，估值达6155亿元；英特尔股价开盘跌超30%。", "original_summary": "国行 Apple 智能确定上线时间：11 月开放测试，千问接入 Siri 10 月 31 日，苹果宣布，国行 Apple 智能首批功能将于 11 月 4 日随 iOS 开发者 Beta 版开放测试，12 月随 iOS 27.3 正式面向用户推出。首批功能包括实时翻译、写作工具、照片消除、智绘表情和通知摘要等，支持 iPhone 15 Pro 系列、iPhone 16 及后续机型，以及 iPhone Air、iPhone Duo。 阿里巴", "localized": true, "stale": false }, { "id": "276d6c976393e41b", "title": "2026上海开源软件应用创新大赛总决赛暨创新增长大会落幕", "original_title": "聚力开源向实 赋能产业创新——2026 上海开源软件应用创新大赛总决赛暨创新增长大会圆满落幕", "url": "https://www.oschina.net/news/503320", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开源生态", "tags": [ "开源软件顿号产业创新顿号应用大赛" ], "published": "Fri, 30 Oct 2026 19:10:59 +0800", "published_at": "2026-10-30T19:10:59+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "本届大赛由开源中国主办，共收到766个项目报名，其中269个项目针对12道产业命题进行攻关，最终30支团队晋级总决赛。", "original_summary": "10月29日至30日，2026上海开源软件应用创新大赛总决赛暨创新增长大会在上海张江人工智能创新小镇举行。本届大赛由开源中国主办，自8月5日启动报名以来，共收到报名项目766个，40余家合作企业和开源社区参与；12道真实产业命题吸引269个项目应题攻关，30支团队晋级总决赛，角逐总价值100万元的奖池。10月30日的颁奖典礼上...", "localized": true, "stale": false }, { "id": "2ef67589c594fcb1", "title": "ChatGPT Pro 所有档位额度官宣翻倍", "original_title": "突发！ChatGPT Pro所有档位额度，官宣翻倍", "url": "https://aiera.com.cn/2026/10/31/other/admin/121613/%e7%aa%81%e5%8f%91%ef%bc%81chatgpt-pro%e6%89%80%e6%9c%89%e6%a1%a3%e4%bd%8d%e9%a2%9d%e5%ba%a6%ef%bc%8c%e5%ae%98%e5%ae%a3%e7%bf%bb%e5%80%8d", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [ "ChatGPT", "Codex", "AI 模型" ], "published": "Sat, 31 Oct 2026 00:11:24 +0000", "published_at": "2026-10-31T08:11:24+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Codex 负责人 Tibo 凌晨取消配额削减，所有 Pro 用户额度翻倍", "original_summary": "前一天，还有一堆 Codex 用户在喊，最后一天了赶紧蹬，降额之前能薅多少是多少。 结果就在刚刚，今天凌晨一点，Codex 负责人 Tibo 发了条帖子，降额不降了，所有 Pr…", "localized": true, "stale": false }, { "id": "52887fb06dcdd937", "title": "本月玩什么｜影之刃零、战争机器：事变日等", "original_title": "本月玩什么｜影之刃零、战争机器：事变日等", "url": "https://sspai.com/post/117960", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [ "游戏", "新作", "体验" ], "published": "Sat, 31 Oct 2026 13:29:19 +0800", "published_at": "2026-10-31T13:29:19+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "欢迎在评论区分享10月新作的游玩体验。", "original_summary": "欢迎你在评论区分享 10 月新作的游玩体验。 查看全文", "localized": true, "stale": false }, { "id": "8edfa603fa5ede8d", "title": "Apple Intelligence 随 iOS 27.3 登陆中国", "original_title": "Apple Intelligence is finally coming to China with iOS 27.3", "url": "https://www.theverge.com/tech/1023974/apple-intelligence-china-ios-27-3", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "AI 模型", "tags": [ "Apple", "iOS", "中国" ], "published": "2026-10-30T18:32:53-04:00", "published_at": "2026-10-31T06:32:53+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "苹果宣布将在 iOS 27.3 中向中国用户推出 Apple Intelligence 功能，首批通过测试版提供。", "original_summary": "Apple will launch Apple Intelligence in China with iOS 27.3, the company announced on its Chinese newsroom website, as reported by MacRumors. The Apple Intelligence features will be available first in an iOS 27.3 beta th", "localized": true, "stale": false }, { "id": "806b240bf744fbd3", "title": "GLP-1 药物、饮食失调、自我感知城市与永久性化学物质", "original_title": "The Download: GLP-1s and eating disorders, self-aware cities, and forever chemicals", "url": "https://www.technologyreview.com/2026/10/30/1147843/the-download-glp-1s-eating-disorders-forever-chemicals", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "研究", "tags": [ "GLP-1·饮食失调·医疗研究" ], "published": "Fri, 30 Oct 2026 11:30:00 +0000", "published_at": "2026-10-30T19:30:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "本期《下载》报道指出，饮食失调患者数量上升，GLP-1 药物可能加剧这一趋势，并探讨了 GLP-1 减重疗法。", "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. Eating disorders are on the rise. GLP-1s could make things worse. GLP-1 weight-los", "localized": true, "stale": false }, { "id": "3e32bae570ff21ee", "title": "Gemini 4 Carbon: Our next frontier model", "original_title": "Gemini 4 Carbon: Our next frontier model", "url": "https://deepmind.google/blog/gemini-4-carbon-our-next-frontier-model", "source": "DeepMind Blog", "source_id": "deepmind-blog", "source_url": "https://deepmind.google/blog/", "category": "AI 模型", "tags": [ "AI模型", "Gemini", "Carbon" ], "published": "Wed, 28 Oct 2026 17:00:58 +0000", "published_at": "2026-10-29T01:00:58+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Gemini 4 Carbon 是下一代前沿模型", "original_summary": "", "localized": true, "stale": false }, { "id": "0ec8c315c9ede848", "title": "《林冲：风雪山神庙》官宣预告", "original_title": "追光动画首部水浒传 IP 电影《林冲：风雪山神庙》公布", "url": "https://www.ithome.com/1/020/503.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "开发工具", "tags": [ "追光动画", "林冲", "风雪山神庙" ], "published": "Sat, 31 Oct 2026 07:44:06 GMT", "published_at": "2026-10-31T15:44:06+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "追光动画首部水浒传IP电影《林冲：风雪山神庙》10月30日官宣，释放预告视频，展示血色足迹、烈焰山神庙等“逼上梁山”场景，由邹靖、黄鹤宇导演，王微编剧，已备案立项。", "original_summary": "IT之家 10 月 31 日消息，追光动画制作的首部水浒传 IP 电影《 林冲：风雪山神庙 》于 10 月 30 日正式官宣，官方放出了一段预告视频。 黑暗中，声声呼唤叠响：“林教头”“官人”“林冲”…… 画面亮起，雪地上的血色脚印、火光冲天的山神庙、红缨长枪，重现“逼上梁山”的名场面。 《林冲：风雪山神庙》由邹靖（《长安三万里》《聊斋：兰若寺》）、黄鹤宇（《聊斋：兰若寺》）导演，王微（追光动画老板）编剧，已在国家电影局备案立项。IT之", "localized": true, "stale": false }, { "id": "9c9bb590172a4f70", "title": "七分饱会对DNA产生意想不到的影响", "original_title": "七分饱会对DNA产生意想不到的影响", "url": "https://news.cnblogs.com/n/843338", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "研究", "tags": [ "DNA突变", "热量摄入", "衰老" ], "published": "Sat, 31 Oct 2026 02:12:55 GMT", "published_at": "2026-10-31T10:12:55+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "限制热量摄入可能延缓衰老并减少体内 DNA 突变，相关研究于 9 月 9 日发表于《细胞》.", "original_summary": "限制热量摄入被认为是延缓衰老的有效方式之一。如今，科学家发现，少吃不仅可能延缓衰老，还能减少体内积累的 DNA 突变。相关研究 9 月 9 日发表于《细胞》（Cell）。 随着年龄增长，细胞在复制和修复 DNA 时难免出现错误，逐渐积累体细胞突变。虽然大多数突变无害，但其中一些可能破坏基因功能，增加 本文链接", "localized": true, "stale": false }, { "id": "910273433612ea51", "title": "系统默认组件升级至 8.5 后出现证书续期报错", "original_title": "系统默认组件改为8.5之后 证书续期时遇到报错?", "url": "https://segmentfault.com/q/1010000048380236", "source": "SegmentFault", "source_id": "segmentfault", "source_url": "https://segmentfault.com/", "category": "开发工具", "tags": [ "PHP 8.5/SSL 证书续期/curl_close 弃用" ], "published": "2026-10-30T13:22:32+08:00", "published_at": "2026-10-30T13:22:32+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "系统默认组件升级至 8.5 后，SSL 证书续期报错，错误信息为 PHP 弃用函数 curl_close()，位于 /root/amh/modules/amssl-4.2/lessl.php 第 119 行。", "original_summary": "系统默认组件改为8.5之后 证书续期时遇到报错 Deprecated: Function curl_close() is deprecated since 8.5, as it has no effect since PHP 8.0 in /root/amh/modules/amssl-4.2/lessl.php on line 119 因为之前的漏洞事件 把环境都更新了 系统组件也改成了8.5 然后在SSL证书续期时就遇到了这个报错 ", "localized": true, "stale": false }, { "id": "c83d3aaa0f994aad", "title": "群晖 NAS 勒索病毒防范与漏洞疑问", "original_title": "[NAS] 群晖 NAS 如何防止中勒索病毒？", "url": "https://www.v2ex.com/t/1253406", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "安全", "tags": [ "群晖", "勒索病毒", "数据安全" ], "published": "2026-10-31T07:38:20Z", "published_at": "2026-10-31T15:38:20+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "多名用户 NAS 中勒索病毒后紧急关机，询问漏洞来源及原因，重要数据在家用 NAS 后不敢轻易开机，并询问两硬盘镜像备份状态下拆盘、关功能后重插及留盘可行性", "original_summary": "昨天瞄到消息，没在意，今天看到好多人中招了，赶紧把 NAS 强行关机了，我想问问这漏洞来源找到原因了吗，很多比较重要的数据都在家里的 nas，不敢轻易开机了。 另外，问一嘴，我里面两个硬盘是镜像备份的，我把 2 个盘拆掉，然后参考大家的一些防范的配置，关掉对应的功能，再插上，可以吗？或者说留一个盘？", "localized": true, "stale": false }, { "id": "aacf1031c3aebc4a", "title": "英特尔股价暴跌 29%", "original_title": "英特尔股价暴跌 29%", "url": "https://www.solidot.org/story?sid=85757", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "AI 模型", "tags": [ "英特尔", "半导体", "股价" ], "published": "Fri, 30 Oct 2026 22:34:52 +0800", "published_at": "2026-10-30T22:34:52+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "英特尔股价周五暴跌 29%，市值蒸发逾 1370 亿美元；PC 市场低迷抵消其在 AI 及制造领域的投入，AMD、英伟达等半导体公司及戴尔、超微等服务器制造商股价亦下跌。", "original_summary": "英特尔股价周五暴跌 29%，创芯片巨人最大单日跌幅，整个科技股市场受其影响呈现整体跌势。英特尔市值蒸发逾 1370 亿美元，PC 市场的持续低迷，抵消了该公司在 AI 领域及制造能力扩张方面的大规模投入。AMD、Arm Holdings、高通、英伟达、博通和美光等半导体公司股价跌幅在 2%-10% 之间。戴尔、HPE 和超微等服务器制造商的股价跌幅在 6%-10% 之间。英特尔预计第四季度营收将在 150-160 亿美元之间，低于分析师", "localized": true, "stale": false }, { "id": "bc75ed686e56f082", "title": "Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents", "original_title": "Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents", "url": "https://github.blog/news-insights/octoverse/octoverse-commits-pushes-reach-new-highs-in-2026-as-developers-build-with-agents", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "开发工具", "tags": [ "Octoverse", "2026", "agents" ], "published": "Wed, 28 Oct 2026 16:07:40 +0000", "published_at": "2026-10-29T00:07:40+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "See how a record year of growth reached every industry, every field, and every kind of builder in the 2026 Octoverse rep", "original_summary": "See how a record year of growth reached every industry, every field, and every kind of builder in the 2026 Octoverse report. The post Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents ap", "localized": true, "stale": false }, { "id": "e508e29ae812fe58", "title": "Granite Switch 4.1.1 发布：像更新软件一样更新模型", "original_title": "Granite Switch 4.1.1 — Update models like you update software", "url": "https://huggingface.co/blog/ibm-granite/granite-switch-4-1-1", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "Granite Switch", "模型更新", "软件式更新" ], "published": "Thu, 29 Oct 2026 13:37:07 GMT", "published_at": "2026-10-29T21:37:07+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Granite Switch 4.1.1 发布，支持以软件更新的方式更新模型。", "original_summary": "", "localized": true, "stale": false }, { "id": "a86d24c59c826150", "title": "OpenAI发布社区安全报告，推出青少年保护新措施", "original_title": "Community safety report and new protections for teens", "url": "https://openai.com/index/community-safety-report-and-new-protections-for-teens", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "安全", "tags": [ "AI安全", "ChatGPT", "青少年保护" ], "published": "Fri, 30 Oct 2026 09:00:00 GMT", "published_at": "2026-10-30T17:00:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "加强了ChatGPT的暴力预防措施，包括扩充保护机制、提前干预措施，以及公开透明的安全报告承诺。", "original_summary": "OpenAI is strengthening violence prevention in ChatGPT with expanded safeguards, earlier interventions, and a new commitment to public safety reporting.", "localized": true, "stale": false }, { "id": "bdbd23b4babdea0e", "title": "Ollie 隐私型 AI 助手将 ceased", "original_title": "Ollie, a privacy-focused AI assistant, is shutting down", "url": "https://techcrunch.com/2026/10/30/ollie-a-privacy-focused-ai-assistant-is-shutting-down", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [ "AI 助手", "隐私", "关停" ], "published": "Fri, 30 Oct 2026 22:56:13 +0000", "published_at": "2026-10-31T06:56:13+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Ollie 创始人表示，该注重用户隐私的 AI 助手将在一周内停止运营。", "original_summary": "As an increasing number of AI assistants flood the market, the founder of Ollie, an assistant that respected its users' privacy, says it will be shutting down in a week.", "localized": true, "stale": false }, { "id": "912dfdbd28658cc8", "title": "防御承包商的个人AI代理被授权访问美国国防部系统", "original_title": "A Defense Contractor Gave Their Personal AI Agent Access to a Secure Pentagon System", "url": "https://www.wired.com/story/a-defense-contractor-gave-their-personal-ai-agent-access-to-a-secure-pentagon-system", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "安全", "tags": [ "AI 模型", "开源生态", "安全" ], "published": "Thu, 29 Oct 2026 18:39:43 +0000", "published_at": "2026-10-30T02:39:43+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Accenture员工的Claude个人代理在DOD网络运行两个月后被发现，潜在安全漏洞", "original_summary": "Sources tell WIRED that an Accenture employee’s personal Claude agent ran on a DOD network for two months before it was identified and the vulnerability could be patched.", "localized": true, "stale": false }, { "id": "df6cb74f307d1f4f", "title": "食腐蠓入侵美国第三州并攻击宠物", "original_title": "Flesh-eating screwworms spread to third state and are attacking pets", "url": "https://arstechnica.com/health/2026/10/flesh-eating-screwworms-are-feasting-on-pets-4-dogs-and-cat-attacked-this-week", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "研究", "tags": [ "寄生蝇", "动物感染", "美国" ], "published": "Fri, 30 Oct 2026 22:36:41 +0000", "published_at": "2026-10-31T06:36:41+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "美国农业部自六月起发现74起动物感染案例。", "original_summary": "USDA has identified 74 animal cases in US since parasitic flies invaded in June.", "localized": true, "stale": false }, { "id": "f2cac9f515d9d39a", "title": "The boundary problem in agentic AI is a platform problem", "original_title": "The boundary problem in agentic AI is a platform problem", "url": "https://www.cncf.io/blog/2026/10/29/the-boundary-problem-in-agentic-ai-is-a-platform-problem", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "AI 模型", "tags": [], "published": "Thu, 29 Oct 2026 18:11:50 +0000", "published_at": "2026-10-30T02:11:50+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "An autonomous agent will do exactly what its tools let it do, and no more. This sounds like a constraint. In practice it is the whole risk, because the set of things an agent’s tools let...", "original_summary": "An autonomous agent will do exactly what its tools let it do, and no more. This sounds like a constraint. In practice it is the whole risk, because the set of things an agent’s tools let...", "localized": false, "stale": false }, { "id": "cab620b89f065db5", "title": "国产1.3B OXR模型RSI登顶全球OCR开源第一", "original_title": "RSI立大功！国产开源登顶全球第一，1.3B OXR重塑OCR", "url": "https://www.qbitai.com/2026/10/506686.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "OCR", "OXR", "开源" ], "published": "Fri, 30 Oct 2026 05:52:47 +0000", "published_at": "2026-10-30T13:52:47+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "国产1.3B参数量OXR模型凭借RSI指标登顶全球OCR开源榜单。", "original_summary": "解析一切", "localized": true, "stale": false }, { "id": "9cd2afdc652a67eb", "title": "当AI从“会想”走向“会干”——腾讯云与英特尔共筑Agentic AI执行新底座", "original_title": "当AI从“会想”走向“会干”——腾讯云与英特尔共筑Agentic AI执行新底座", "url": "https://www.infoq.cn/article/acC46slIVKJg1O0ac8w4", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "AI 模型", "tags": [], "published": "Sat, 31 Oct 2026 14:49:01 GMT", "published_at": "2026-10-31T22:49:01+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "点击查看原文>", "original_summary": "点击查看原文>", "localized": false, "stale": false }, { "id": "7cb3ab5fecacf6bc", "title": "大厂减市场预算，加AI预算", "original_title": "大厂减市场预算，加AI预算", "url": "https://www.tmtpost.com/8188331.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "AI 模型", "tags": [ "大厂", "AI预算", "市场预算" ], "published": "Sat, 31 Oct 2026 11:53:33 +0800", "published_at": "2026-10-31T11:53:33+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "当公司能用模型解释增长时，就不再需要用媒体预算来解释增长。", "original_summary": "当一家公司能用模型解释增长，它就不需要再用媒体预算解释增长。", "localized": true, "stale": false }, { "id": "09b6990f99e39f8d", "title": "早报｜iPhone国行AI官宣！千问接入Siri/DeepSeek千亿融资曝光/于东来建议支持「消费入座」", "original_title": "早报｜iPhone国行AI官宣！千问接入Siri/DeepSeek千亿融资曝光/于东来建议支持「消费入座」", "url": "https://www.ifanr.com/1686979", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [], "published": "Sat, 31 Oct 2026 00:14:24 +0000", "published_at": "2026-10-31T08:14:24+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "· 特斯拉推出 5 年零息方案，Model 3 / Y 首付 3.99 万元起 · 开发者在 Surface Duo 2 上启动 iOS 27 iPhone Duo 版本 · 米哈游《星布谷地》定档 12 月 4 日公测 #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": "· 特斯拉推出 5 年零息方案，Model 3 / Y 首付 3.99 万元起 · 开发者在 Surface Duo 2 上启动 iOS 27 iPhone Duo 版本 · 米哈游《星布谷地》定档 12 月 4 日公测 #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": "3a8c37efa5004e29", "title": "阿里巴巴与 Apple 达成合作，将千问集成至 Apple 智能", "original_title": "阿里巴巴与 Apple 达成合作，将千问集成至 Apple 智能", "url": "https://www.leiphone.com/category/industrynews/es0ZV9LsDEsG7QLE.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "AI 模型", "tags": [ "阿里巴巴", "Apple 智能", "千问" ], "published": "Sat, 31 Oct 2026 06:52:00 +0800", "published_at": "2026-10-31T06:52:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "阿里巴巴与 Apple 合作，将千问模型集成至 Apple 智能，中国用户可在 Siri、写作工具及视觉智能中调用其文本与图像理解、内容生成能力。功能将于 11 月 4 日随 iOS 开发者 Beta 版测试，12 月 iOS 27.3 正", "original_summary": "10月31日，阿里巴巴与Apple达成合作，将千问集成至 Apple 智能，中国用户可以在Siri、写作工具及视觉智能中，直接调用千问的文本与图像理解、内容生成等能力。这些功能将于11月4日起随最新的iOS 开发者 Beta 版开放测试，并将于12月iOS 27.3正式发布时面向中国用户推出。 Siri可以直接调用千问的广博知识，并在 Siri 中直接回复用户问答。通过 Siri，用户还能用自己选择的文档和照片，直接向千问提问。在任何问", "localized": true, "stale": false }, { "id": "b3bacef6b597bf6a", "title": "Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering", "original_title": "Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering", "url": "https://arxiv.org/abs/2610.40654v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "研究", "tags": [], "published": "2026-10-29T17:59:49Z", "published_at": "2026-10-30T01:59:49+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "An estimator can be accurate and stable on typical data, yet sensitive to a few possible records. Differentially private mechanisms commonly scale their noise to the worst-case influence of a single record, which lets th", "original_summary": "An estimator can be accurate and stable on typical data, yet sensitive to a few possible records. Differentially private mechanisms commonly scale their noise to the worst-case influence of a single record, which lets th", "localized": false, "stale": false }, { "id": "c91f288526887a59", "title": "国行 Apple 智能接入千问并定下推送时间表", "original_title": "国行 Apple 智能官网正式上线：千问接入，11 月推送", "url": "http://www.geekpark.net/news/373238", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "AI 模型", "tags": [ "Apple智能", "千问", "iOS 27.3" ], "published": "Sat, 31 Oct 2026 06:26:23 +0800", "published_at": "2026-10-31T06:26:23+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "10月31日，苹果中国官网发布新闻稿《Apple智能即将登陆中国》，明确11月4日起随开发者Beta版开放测试，12月随iOS 27.3正式推送；官网Apple智能页面已更新并接入千问。", "original_summary": "头图图片来源：Apple 10 月 31 日，苹果中国官网的 Newsroom 发布新闻稿《Apple 智能即将登陆中国》，给了一张具体的时间表：11 月 4 日起，首批 Apple 智能功能随最新的 iOS 开发者 Beta 版开放测试；12 月 iOS 27.3 正式发布时，面向中国用户推出。 苹果中国官网的 Apple 智能页面也改了口。9 月 iPhone 18 和 iPhone Duo 发布时，国行产品页上 Apple 智能后", "localized": true, "stale": false }, { "id": "717e3d0230531ade", "title": "攻击者利用 PHP2Shell 漏洞控入侵美国政府服务器", "original_title": "攻击者利用 PHP2Shell 漏洞控入侵美国政府服务器", "url": "https://www.oschina.net/news/503319/chained-php2shell-exploit-roots-25-servers", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "安全", "tags": [], "published": "Fri, 30 Oct 2026 19:02:56 +0800", "published_at": "2026-10-30T19:02:56+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "十天前我们写过 PHP 基金会那两个拖了两年才修好的 RCE 漏洞（CVE-2026-109618 / CVE-2026-109619）。现在它们已经被武器化、实战利用了——而且打的不是普通 PHP 网站，是 Palo Alto Networks 的 PAN-OS 防火墙。 安全公司 Dream 在 10 月 25 日发现了一整套攻击残留：定制版 PHP2Shell 利用链 + Fragnesia 内核提权（C...", "original_summary": "十天前我们写过 PHP 基金会那两个拖了两年才修好的 RCE 漏洞（CVE-2026-109618 / CVE-2026-109619）。现在它们已经被武器化、实战利用了——而且打的不是普通 PHP 网站，是 Palo Alto Networks 的 PAN-OS 防火墙。 安全公司 Dream 在 10 月 25 日发现了一整套攻击残留：定制版 PHP2Shell 利用链 + Fragnesia 内核提权（C...", "localized": false, "stale": false }, { "id": "13cf02b1476d7f0b", "title": "刚刚，奥特曼自曝OpenAI新模型：让我兴奋到两晚没睡！", "original_title": "刚刚，奥特曼自曝OpenAI新模型：让我兴奋到两晚没睡！", "url": "https://aiera.com.cn/2026/10/31/other/admin/121600/%e5%88%9a%e5%88%9a%ef%bc%8c%e5%a5%a5%e7%89%b9%e6%9b%bc%e8%87%aa%e6%9b%9dopenai%e6%96%b0%e6%a8%a1%e5%9e%8b%ef%bc%9a%e8%ae%a9%e6%88%91%e5%85%b4%e5%a5%8b%e5%88%b0%e4%b8%a4%e6%99%9a%e6%b2%a1%e7%9d%a1", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [], "published": "Sat, 31 Oct 2026 00:10:16 +0000", "published_at": "2026-10-31T08:10:16+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "就在刚刚，奥特曼又爆猛料了。 一档博客节目中，他自曝—— OpenAI内部一款最新神秘模型，在一个代号为「Hold-my-beer」的内部测试周末里，把人类科学家耗尽毕生心血都…", "original_summary": "就在刚刚，奥特曼又爆猛料了。 一档博客节目中，他自曝—— OpenAI内部一款最新神秘模型，在一个代号为「Hold-my-beer」的内部测试周末里，把人类科学家耗尽毕生心血都…", "localized": false, "stale": false }, { "id": "c5073120537bdbc9", "title": "一图流 | 一张图看懂中国版 Apple 智能", "original_title": "一图流 | 一张图看懂中国版 Apple 智能", "url": "https://sspai.com/post/117953", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [], "published": "Sat, 31 Oct 2026 12:10:39 +0800", "published_at": "2026-10-31T12:10:39+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "中国版 Apple 智能即将登陆 iPhone，一起看看还有这些细节。 查看全文", "original_summary": "中国版 Apple 智能即将登陆 iPhone，一起看看还有这些细节。 查看全文", "localized": false, "stale": false }, { "id": "dc3df6c4fc2a74b6", "title": "Exclusive details about Akai’s MPC Sample Key", "original_title": "Exclusive details about Akai’s MPC Sample Key", "url": "https://www.theverge.com/gadgets/1023649/akai-mpc-sample-key-exclusive", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "AI 模型", "tags": [], "published": "2026-10-30T17:01:32-04:00", "published_at": "2026-10-31T05:01:32+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Akai teased its new MPC Sample Key on Instagram earlier this week, and said it plans to open-source its software so the modding community can hack it to their hearts' delight. While there's no word yet on when the device", "original_summary": "Akai teased its new MPC Sample Key on Instagram earlier this week, and said it plans to open-source its software so the modding community can hack it to their hearts' delight. While there's no word yet on when the device", "localized": false, "stale": false }, { "id": "1a85b5d8db6db35b", "title": "Eating disorders are on the rise. GLP-1s could make things worse.", "original_title": "Eating disorders are on the rise. GLP-1s could make things worse.", "url": "https://www.technologyreview.com/2026/10/30/1147838/eating-disorders-rise-glp-1s-weight-loss-drugs", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "开发工具", "tags": [], "published": "Fri, 30 Oct 2026 09:00:00 +0000", "published_at": "2026-10-30T17:00:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "GLP-1 weight-loss drugs are one of the biggest biotech breakthroughs of the last decade. But to some clinical psychologists, they can represent something more sinister—a potential trigger for eating disorders. A new repo", "original_summary": "GLP-1 weight-loss drugs are one of the biggest biotech breakthroughs of the last decade. But to some clinical psychologists, they can represent something more sinister—a potential trigger for eating disorders. A new repo", "localized": false, "stale": false }, { "id": "e960e8891f7d7ad8", "title": "Genie 4: A new generation of world simulation", "original_title": "Genie 4: A new generation of world simulation", "url": "https://deepmind.google/blog/genie-4-a-new-generation-of-world-simulation", "source": "DeepMind Blog", "source_id": "deepmind-blog", "source_url": "https://deepmind.google/blog/", "category": "AI 模型", "tags": [], "published": "Tue, 27 Oct 2026 16:01:38 +0000", "published_at": "2026-10-28T00:01:38+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Genie 4: our new world model unlocking unprecedented realism in real-time simulation.", "original_summary": "Genie 4: our new world model unlocking unprecedented realism in real-time simulation.", "localized": false, "stale": false }, { "id": "c3686953c10b653c", "title": "小米米家台式净饮机 3 已开售：提供 2100W 功率可实现“3 秒即热”，首发 1499 元", "original_title": "小米米家台式净饮机 3 已开售：提供 2100W 功率可实现“3 秒即热”，首发 1499 元", "url": "https://www.ithome.com/1/020/502.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "开发工具", "tags": [], "published": "Sat, 31 Oct 2026 07:38:38 GMT", "published_at": "2026-10-31T15:38:38+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "IT之家 10 月 31 日消息，小米米家台式净饮机 3 已于昨晚正式开售，官方定价为 1699 元，首发 1499 元。 天猫 【重磅新品】米家台式净饮机 3 家用净化加热直饮一体即热净水器 1499 元 直达链接 该产品提供 2100W 功率，可实现“3 秒即热”。该产品配备 6L 容量原废分离大水箱，其中包含 4.2L 原水箱与 1.8L 废水箱，此设计可有效防止废水回流。 其机身侧边额外设有一个容量为 2L 的外置纯水壶，用户可", "original_summary": "IT之家 10 月 31 日消息，小米米家台式净饮机 3 已于昨晚正式开售，官方定价为 1699 元，首发 1499 元。 天猫 【重磅新品】米家台式净饮机 3 家用净化加热直饮一体即热净水器 1499 元 直达链接 该产品提供 2100W 功率，可实现“3 秒即热”。该产品配备 6L 容量原废分离大水箱，其中包含 4.2L 原水箱与 1.8L 废水箱，此设计可有效防止废水回流。 其机身侧边额外设有一个容量为 2L 的外置纯水壶，用户可", "localized": false, "stale": false }, { "id": "910d24f8b4cddc6a", "title": "来了！苹果智能，登陆中国大陆市场", "original_title": "来了！苹果智能，登陆中国大陆市场", "url": "https://news.cnblogs.com/n/843337", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "开发工具", "tags": [], "published": "Sat, 31 Oct 2026 02:08:09 GMT", "published_at": "2026-10-31T10:08:09+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "文 ｜吴彬 编辑｜徐青阳 苹果智能（Apple Intelligence）正在接近中国大陆市场。 北京时间 10 月 31 日，苹果官方宣布苹果智能将会随即将发布的 iOS 27.3 版本正式上线中国大陆市场，开发者可以率先在 27.3 Developer Beta 测试版系统中使用该功能。 需要注 本文链接", "original_summary": "文 ｜吴彬 编辑｜徐青阳 苹果智能（Apple Intelligence）正在接近中国大陆市场。 北京时间 10 月 31 日，苹果官方宣布苹果智能将会随即将发布的 iOS 27.3 版本正式上线中国大陆市场，开发者可以率先在 27.3 Developer Beta 测试版系统中使用该功能。 需要注 本文链接", "localized": false, "stale": false }, { "id": "6b6b264fd75823ba", "title": "mysql8.0优化教程？", "original_title": "mysql8.0优化教程？", "url": "https://segmentfault.com/q/1010000048380204", "source": "SegmentFault", "source_id": "segmentfault", "source_url": "https://segmentfault.com/", "category": "开发工具", "tags": [], "published": "2026-10-30T12:37:15+08:00", "published_at": "2026-10-30T12:37:15+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "网络的各位大神，能不能介绍mysql8.0数据库千万级的数据优化的教程！", "original_summary": "网络的各位大神，能不能介绍mysql8.0数据库千万级的数据优化的教程！", "localized": false, "stale": false }, { "id": "b61adc711a422c5c", "title": "[问与答] 32 寸显示器 miniLED Redmi G Pro 32U vs 雷鸟 32U8A Pro-S", "original_title": "[问与答] 32 寸显示器 miniLED Redmi G Pro 32U vs 雷鸟 32U8A Pro-S", "url": "https://www.v2ex.com/t/1253405", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "开发工具", "tags": [], "published": "2026-10-31T07:27:02Z", "published_at": "2026-10-31T15:27:02+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "项目 雷鸟 32U8A Pro-S Redmi G Pro 32U 面板 Fast HVA Fast IPS 标称原生对比度 约 3000:1 约 1200:1 背光分区 2304 区 1152 区 标称峰值亮度 2200 尼特 1600 尼特 刷新率 4K 165Hz 4K 160Hz ／ 1080P 320Hz Type-C 供电 90W 90W 独立电视系统 有 有 价格差不多，办公/看电影为主，大家有没有建议，或者推荐其他的，这", "original_summary": "项目 雷鸟 32U8A Pro-S Redmi G Pro 32U 面板 Fast HVA Fast IPS 标称原生对比度 约 3000:1 约 1200:1 背光分区 2304 区 1152 区 标称峰值亮度 2200 尼特 1600 尼特 刷新率 4K 165Hz 4K 160Hz ／ 1080P 320Hz Type-C 供电 90W 90W 独立电视系统 有 有 价格差不多，办公/看电影为主，大家有没有建议，或者推荐其他的，这", "localized": false, "stale": false }, { "id": "341305380ebcc89c", "title": "Claude Code for VS Code 官方扩展被植入后门", "original_title": "Claude Code for VS Code 官方扩展被植入后门", "url": "https://www.solidot.org/story?sid=85756", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "安全", "tags": [ "后门", "供应链安全", "VS Code 扩展" ], "published": "Fri, 30 Oct 2026 21:43:51 +0800", "published_at": "2026-10-30T21:43:51+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Cursor Marketplace 上的 Claude Code 官方扩展恶意版本已撤下，攻击者服务器已关闭，影响约 5000 名用户，Anthropic 尚未回应。", "original_summary": "安全研究人员在 Cursor Marketplace 的 Claude Code for VS Code 官方扩展中发现了后门，该恶意版本已经撤下，攻击者也关闭了其服务器。Cursor 已发布安全公告，但 Claude Code 开发商 Anthropic 尚未做出任何声明。受影响的版本是 Anthropic.claude-code 2.1.313，共上线了大约 11 小时，受影响用户估计有 5,000 名，该扩展会试图植入一个持久 S", "localized": true, "stale": false }, { "id": "718617961cab3abc", "title": "Announcing Project ProtoStar: Making Publicly Funded Science AI-Ready", "original_title": "Announcing Project ProtoStar: Making Publicly Funded Science AI-Ready", "url": "https://huggingface.co/blog/announcing-project-protostar", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [], "published": "Thu, 29 Oct 2026 00:00:00 GMT", "published_at": "2026-10-29T08:00:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "", "original_summary": "", "localized": false, "stale": false }, { "id": "574dbaf7fc8731e4", "title": "Fair use benefits everyone", "original_title": "Fair use benefits everyone", "url": "https://openai.com/index/fair-use-benefits-everyone", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [], "published": "Fri, 30 Oct 2026 00:00:00 GMT", "published_at": "2026-10-30T08:00:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "OpenAI shares excerpts from court briefs by creators, academics, accessibility advocates, and legal experts, among others, on how fair use supports AI training and innovation.", "original_summary": "OpenAI shares excerpts from court briefs by creators, academics, accessibility advocates, and legal experts, among others, on how fair use supports AI training and innovation.", "localized": false, "stale": false }, { "id": "5ae1d67b9d284763", "title": "英特尔股价暴跌致政府持股缩水", "original_title": "Intel’s stock crashes, knocking $12B from government’s stake", "url": "https://techcrunch.com/2026/10/30/intels-stock-crashes-knocking-12b-from-governments-stake", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [ "AI 行业", "组件涨价", "PC 价格" ], "published": "Fri, 30 Oct 2026 21:54:34 +0000", "published_at": "2026-10-31T05:54:34+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "AI行业吞噬内存等组件推高PC价格，重创英特尔业绩", "original_summary": "Intel is being hurt by PC sales as the AI industry gobbles memory and other components causing PC prices to rise.", "localized": true, "stale": false }, { "id": "7472c3c6cdd911f6", "title": "The ‘Pain in the Ass’ Math That Could Save Vibe Coding From Itself", "original_title": "The ‘Pain in the Ass’ Math That Could Save Vibe Coding From Itself", "url": "https://www.wired.com/story/software-verification-is-the-hot-new-answer-to-the-ai-safety-crisis", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [], "published": "Thu, 29 Oct 2026 15:00:00 +0000", "published_at": "2026-10-29T23:00:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "A new startup called &Truth is joining the race to automate formal verification, a painstaking process that uses math to prove software works as intended.", "original_summary": "A new startup called &Truth is joining the race to automate formal verification, a painstaking process that uses math to prove software works as intended.", "localized": false, "stale": false }, { "id": "78a59c3a86f90f38", "title": "Oh captain, our captain: Ars staff remembers Patrick Stewart", "original_title": "Oh captain, our captain: Ars staff remembers Patrick Stewart", "url": "https://arstechnica.com/culture/2026/10/oh-captain-our-captain-ars-staff-remembers-patrick-stewart", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "AI 模型", "tags": [ "科幻", "角色", "人物" ], "published": "Fri, 30 Oct 2026 22:21:05 +0000", "published_at": "2026-10-31T06:21:05+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "\"For huge numbers of people, I will always be Jean-Luc Picard. ... We created an admirable individual.\"", "original_summary": "\"For huge numbers of people, I will always be Jean-Luc Picard. ... We created an admirable individual.\"", "localized": true, "stale": false }, { "id": "692986e049b4b1b0", "title": "Volcano v1.16 Released: NamespaceQueue, fairshare, and a broader HyperNode ecosystem", "original_title": "Volcano v1.16 Released: NamespaceQueue, fairshare, and a broader HyperNode ecosystem", "url": "https://www.cncf.io/blog/2026/10/28/volcano-v1-16-released-namespacequeue-fairshare-and-a-broader-hypernode-ecosystem", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "AI 模型", "tags": [], "published": "Wed, 28 Oct 2026 20:45:08 +0000", "published_at": "2026-10-29T04:45:08+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Volcano v1.16.0 is available . v1.16.0 introduces NamespaceQueue and the fairshare plugin. Tenants can use hierarchical queues within their own namespaces to organize quotas and queue hierarchies within administrator-aut", "original_summary": "Volcano v1.16.0 is available . v1.16.0 introduces NamespaceQueue and the fairshare plugin. Tenants can use hierarchical queues within their own namespaces to organize quotas and queue hierarchies within administrator-aut", "localized": false, "stale": false }, { "id": "57d3518f27f4417b", "title": "Claude新模型曝光：新Fable，新Opus…", "original_title": "Claude新模型曝光：新Fable，新Opus…", "url": "https://www.qbitai.com/2026/10/506674.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "Claude", "Fable", "Opus" ], "published": "Fri, 30 Oct 2026 05:50:44 +0000", "published_at": "2026-10-30T13:50:44+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Claude新模型曝光，包含新Fable和新Opus版本。", "original_summary": "", "localized": true, "stale": false }, { "id": "2a15c677b8ad90da", "title": "Flink 负责时间，Iceberg 负责记忆：Pinterest 如何最终确认数据分区？", "original_title": "Flink 负责时间，Iceberg 负责记忆：Pinterest 如何最终确认数据分区？", "url": "https://www.infoq.cn/article/9OhgYkwYlPYgTbAvWlGz", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "开源生态", "tags": [ "Flink", "Iceberg", "数据分区" ], "published": "Sat, 31 Oct 2026 13:00:00 GMT", "published_at": "2026-10-31T21:00:00+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "Pinterest 结合 Flink 处理时间逻辑与 Iceberg 管理存储元数据，最终确认数据分区方案。", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "3a948a919dd53b02", "title": "初代选秀，一地鸡毛", "original_title": "初代选秀，一地鸡毛", "url": "https://www.tmtpost.com/8187453.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "AI 模型", "tags": [ "选秀", "初代", "新生意" ], "published": "Sat, 31 Oct 2026 11:53:28 +0800", "published_at": "2026-10-31T11:53:28+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "当“选秀往事”成为新生意，初代机制引发混乱。", "original_summary": "当“选秀往事”成为新生意。", "localized": true, "stale": false }, { "id": "a693d1e39c6370ef", "title": "iPhone 国行 AI 真的来了，千问成为 Siri 新搭档", "original_title": "iPhone 国行 AI 真的来了，千问成为 Siri 新搭档", "url": "https://www.ifanr.com/1686969", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [], "published": "Fri, 30 Oct 2026 22:34:47 +0000", "published_at": "2026-10-31T06:34:47+08:00", "fetched_at": "2026-10-31T15:45:26.999760+08:00", "summary": "苹果国行 AI 终于迈出关键一步 #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": "苹果国行 AI 终于迈出关键一步 #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": "2026-10-31T15:45:26.999760+08:00", "news_sources": [ { "id": "github-blog", "name": "GitHub Blog", "url": "https://github.blog/", "status": "ok", "last_success_at": "2026-10-31T15:45:26.999760+08:00" }, { "id": "huggingface-blog", "name": "Hugging Face Blog", "url": "https://huggingface.co/blog", "status": "ok", "last_success_at": "2026-10-31T15:45:26.999760+08:00" }, { "id": "openai-news", "name": "OpenAI News", "url": "https://openai.com/news/", "status": "ok", 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