{ "schema_version": "1.0", "site": { "name": "GitHub 趋势雷达", "url": "https://Ibook000.github.io/GithubTrending" }, "date": "2026-11-02", "generated_at": "2026-11-02T16:43:21.165084+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": "109,957", "forks": "9,597", "author": "thedotmack", "summary": "claude-mem 为多种 AI 代理提供跨会话的持久化上下文，通过 AI 压缩会话内容并在后续会话中注入相关上下文，支持 Claude Code、Codex、Copilot 等工具。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "title": "lightpanda-io/browser", "url": "https://github.com/lightpanda-io/browser", "description": "Lightpanda: the headless browser designed for AI and automation", "language": "Zig", "stars": "40,619", "forks": "1,981", "author": "lightpanda-io", "summary": "Lightpanda 是一个专为 AI 与自动化场景设计的无头浏览器。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "shiyu-coder/Kronos", "url": "https://github.com/shiyu-coder/Kronos", "description": "Kronos: A Foundation Model for the Language of Financial Markets", "language": "Python", "stars": "45,651", "forks": "7,533", "author": "shiyu-coder", "summary": "Kronos是一个训练于大规模金融市场数据的基础模型，旨在理解和预测金融时间序列与市场语言的规律。", "rank": 3, "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": "39,083", "forks": "8,973", "author": "pingdotgg", "summary": "这是一个命令行工具，用于创建 T3 堆栈项目，并支持自定义配置和项目结构生成功能。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "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": "10,891", "forks": "1,485", "author": "milind-soni", "summary": "该项目是一个开源的 Grok 机器人替代方案，核心亮点在于内置虚拟机供机器人执行代码或操作环境。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "public-apis/public-apis", "url": "https://github.com/public-apis/public-apis", "description": "A collective list of free APIs", "language": "Python", "stars": "495,143", "forks": "55,249", "author": "public-apis", "summary": "这是一个收录众多免费 API 的综合列表，帮助开发者方便地发现和使用各种公共服务。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "cjpais/Handy", "url": "https://github.com/cjpais/Handy", "description": "A free, open source, and extensible speech-to-text application that works completely offline.", "language": "Rust", "stars": "36,915", "forks": "3,474", "author": "cjpais", "summary": "Handy 是一款免费开源的离线语音转文字应用，支持离线运行且可扩展。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "Donchitos/Claude-Code-Game-Studios", "url": "https://github.com/Donchitos/Claude-Code-Game-Studios", "description": "Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.", "language": "Shell", "stars": "32,791", "forks": "4,452", "author": "Donchitos", "summary": "该项目旨在将Claude Code转变为一个完整的游戏开发工作室，包括49个AI代理、72项工作流程技能以及一个模拟真实游戏工作室层级的完整协调系统。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "kornia/kornia", "url": "https://github.com/kornia/kornia", "description": "🐍 Geometric Computer Vision Library for Spatial AI", "language": "Python", "stars": "11,936", "forks": "1,479", "author": "kornia", "summary": "kornia是一个几何计算机视觉库，专注于可微的图像处理算子与几何变换，服务于空间AI与学术研究领域。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "beenuar/AiSOC", "url": "https://github.com/beenuar/AiSOC", "description": "Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.", "language": "Python", "stars": "6,467", "forks": "662", "author": "beenuar", "summary": "这是一个开源的 AI 安全运营中心，通过大语言模型代理实现告警融合、分诊与基于 MITRE ATT&CK 的调查，并利用可重放的决策记录保证每一步操作都可追溯，支持自托管且无需 API 密钥。", "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": "45,291", "forks": "2,406", "author": "Nutlope", "summary": "这是一个为 Claude Code、Cursor 和 Codex 等 AI 编码工具提供反模式化设计技能的项目，旨在提升 AI 生成代码的设计质量。", "rank": 1, "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": "99,777", "forks": "5,901", "author": "pbakaus", "summary": "该项目为编程智能体提供了一套设计词汇与评审框架，旨在通过润色、审计与批判机制，在代码发布前识别并拦截低质量的 AI 生成内容。", "rank": 2, "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": "25,717", "forks": "3,370", "author": "AgriciDaniel", "summary": "该项目为 Claude Code 提供覆盖技术搜索引擎优化、专业性权威性可信度、结构化数据、生成式引擎优化、代理就绪、外链、本地和电子商务搜索引擎优化等多个领域的 26 个子技能与 19 个子代理，并支持 9 个可选扩展以获取实时搜索引擎优化数据。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "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": "109,957", "forks": "9,597", "author": "thedotmack", "summary": "该项目实现持久化会话上下文，通过 AI 压缩记录并在后续会话中注入相关信息，兼容 Claude Code 等多种 Agent。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "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": "56,697", "forks": "3,698", "author": "cloudflare", "summary": "这是一个面向编码智能体的多阶段安全审计工具，能够生成独立验证且机器可读的审计结果。", "rank": 5, "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": "310,839", "forks": "27,662", "author": "obra", "summary": "obra/superpowers 是一个提供可操作的智能技能框架和软件开发方法论的项目。", "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": "7,068", "forks": "407", "author": "JetBrains", "summary": "一个聚焦人工智能与开发效率的 TypeScript 开源项目", "rank": 7, "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": "39,083", "forks": "8,973", "author": "pingdotgg", "summary": "我无法根据你提供的信息总结这个项目的核心用途和亮点，因为它的简介是空的，我也没有关于这个项目的其他信息。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "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": "228,202", "forks": "22,756", "author": "multica-ai", "summary": "这个项目提供一个基于 Andrej Karpathy 对 LLM 编程陷阱观察而编写的 CLAUDE.md 文件，用于改进 Claude Code 的编程行为。", "rank": 9, "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": "10,202", "forks": "394", "author": "jakubkrehel", "summary": "这是一个用于帮助构建优秀界面的 agent 技能集合。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] } ], "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": "56,697", "forks": "3,698", "author": "cloudflare", "summary": "这是一个用于多阶段安全审计的编码代理技能，能够生成独立验证且机器可读的审计结果。", "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": "77,328", "forks": "7,088", "author": "heygen-com", "summary": "一个聚焦人工智能与开发效率的 TypeScript 开源项目", "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": "45,291", "forks": "2,406", "author": "Nutlope", "summary": "本项目为Claude Code、Cursor和Codex提供反AI痕迹的设计技能，使输出内容摆脱通用模板特征。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "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": "98,335", "forks": "10,915", "author": "debpalash", "summary": "VoiceStudio是开源的完全本地化语音工具，可替代ElevenLabs，支持646种语言的语音克隆、声音设计、视频配音、听写、转录和有声书创作。", "rank": 4, "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": "34,415", "forks": "3,808", "author": "anthropics", "summary": "一个使用 Python 构建的开源项目：Open source repository of plugins primarily intended", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "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": "99,777", "forks": "5,901", "author": "pbakaus", "summary": "这是一个为AI编码代理提供设计词汇的工具，用于指引代码风格、审查和审计代码质量，防止低质量代码发布。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "earthtojake/text-to-cad", "url": "https://github.com/earthtojake/text-to-cad", "description": "Design physical products with AI", "language": "Python", "stars": "24,867", "forks": "2,378", "author": "earthtojake", "summary": "该项目利用人工智能将文字描述直接生成三维CAD模型，实现快速产品设计与原型制作。", "rank": 7, "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": "109,957", "forks": "9,597", "author": "thedotmack", "summary": "claude-mem 通过记录会话内容并利用 AI 压缩，为多种 AI 代理提供跨会话的持久上下文，并在后续会话中注入相关信息。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] }, { "title": "NationalSecurityAgency/ghidra", "url": "https://github.com/NationalSecurityAgency/ghidra", "description": "Ghidra is a software reverse engineering (SRE) framework", "language": "Java", "stars": "96,943", "forks": "10,954", "author": "NationalSecurityAgency", "summary": "Ghidra 是一个由美国国家安全局开发的开源软件逆向工程框架，主要用于分析和理解二进制程序的结构与行为。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "pingdotgg/t3code", "url": "https://github.com/pingdotgg/t3code", "description": "无描述", "language": "TypeScript", "stars": "39,083", "forks": "8,973", "author": "pingdotgg", "summary": "这是一个名为 t3code 的仓库，但由于没有提供详细的项目描述，目前尚无法确定其具体功能和亮点。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly", "monthly" ] } ] }, "news": [ { "id": "3e4cd1e3871dc6c4", "title": "GitHub Game Off 2026 主题为 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", "游戏开发", "Game Off" ], "published": "Sun, 01 Nov 2026 21:36:00 +0000", "published_at": "2026-11-02T05:36:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "GitHub 一年一度的为期一个月的游戏开发马拉松第14届举办，将于11月开启，开发者需围绕“SHIFT”主题制作游戏。", "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": "037154e824aaff25", "title": "nemotron-halloween", "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": [], "published": "Fri, 30 Oct 2026 17:57:24 GMT", "published_at": "2026-10-31T01:57:24+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "", "original_summary": "", "localized": false, "stale": false }, { "id": "84abd1857de5dfd9", "title": "Making it easier for websites to express AI training preferences", "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": [ "OpenAI", "robots.txt", "AI训练" ], "published": "Fri, 30 Oct 2026 09:30:00 GMT", "published_at": "2026-10-30T17:30:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "OpenAI 将遵循共享的 robots.txt 信号，帮助网站运营者向参与方传达其 AI 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": "e621a5b384ce839c", "title": "OpenAI 可能将数据中心 rebranding 为“AI 计算校园”", "original_title": "OpenAI might rebrand its data centers as ‘AI compute campuses’", "url": "https://techcrunch.com/2026/11/01/openai-might-rebrand-its-data-centers-as-ai-compute-campuses", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "云原生", "tags": [ "OpenAI", "数据中心", "rebranding" ], "published": "Sun, 01 Nov 2026 21:55:23 +0000", "published_at": "2026-11-02T05:55:23+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "数据中心不受欢迎。但如果我们换个名字呢？", "original_summary": "Data centers are deeply unpopular. But what if we called them something else?", "localized": true, "stale": false }, { "id": "9cc601c88b93f2df", "title": "Chatbots Are Leading Hikers Astray, With Dangerous Consequences", "original_title": "Chatbots Are Leading Hikers Astray, With Dangerous Consequences", "url": "https://www.wired.com/story/chatbots-are-leading-hikers-astray-with-dangerous-consequences", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [ "AI", "安全", "规划" ], "published": "Sun, 01 Nov 2026 10:30:00 +0000", "published_at": "2026-11-01T18:30:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Outsourcing planning to AI can lead people to surrender their own critical thinking, which can have potentially deadly r", "original_summary": "Outsourcing planning to AI can lead people to surrender their own critical thinking, which can have potentially deadly results in places like the backcountry.", "localized": true, "stale": false }, { "id": "24dbc8c2477faec6", "title": "海鸟穿越海洋飞回家时可能出现时差", "original_title": "Seabirds racing home over the ocean can get jet-lagged", "url": "https://arstechnica.com/science/2026/10/seabirds-racing-home-over-the-ocean-can-get-jet-lagged", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "研究", "tags": [ "生物钟", "迁徙导航", "动物研究" ], "published": "Sat, 31 Oct 2026 11:15:26 +0000", "published_at": "2026-10-31T19:15:26+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "从觅食地长途飞回家会打乱鸟类的内部生物钟", "original_summary": "A long flight home from feeding grounds messes with birds' internal clocks.", "localized": true, "stale": false }, { "id": "bc07c6495fd6836f", "title": "KubeCon + CloudNativeCon NA 2026: End User TAB recommendations and tips", "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", "云原生", "开源" ], "published": "Fri, 30 Oct 2026 00:43:04 +0000", "published_at": "2026-10-30T08:43:04+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "KubeCon + CloudNativeCon NA 2026将在Salt Lake City举办，汇聚云原生社区、项目、厂商和最终用户，为最大规模的开源活动之一。", "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": "5f7bb6dbd76b6274", "title": "OpenAI重写大模型法则，第一条：忠于人类！", "original_title": "OpenAI重写大模型法则，第一条：忠于人类！！", "url": "https://www.qbitai.com/2026/11/507225.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "OpenAI", "机器人三定律", "AI伦理" ], "published": "Mon, 02 Nov 2026 07:27:54 +0000", "published_at": "2026-11-02T15:27:54+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "新版“机器人三定律”。", "original_summary": "新版“机器人三定律”。", "localized": true, "stale": false }, { "id": "57aaa30e968e1863", "title": "66 岁 Yann LeCun 发新论文挑战 Scaling Law：1.09 亿参数胜过 720 亿，模型越大不一定越懂世界", "original_title": "66 岁 Yann LeCun 发新论文挑战 Scaling Law：1.09 亿参数胜过 720 亿，模型越大不一定越懂世界", "url": "https://www.infoq.cn/article/pWwkDpoFHIsfw9aCRkij", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "研究", "tags": [ "Yann LeCun", "Scaling Law", "参数规模" ], "published": "Mon, 02 Nov 2026 15:17:48 GMT", "published_at": "2026-11-02T23:17:48+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Yann LeCun 发表新论文挑战 Scaling Law，称 1.09 亿参数模型可胜过 720 亿参数模型，模型越大不一定更懂世界。", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "f2747c13c4856dfa", "title": "价格战在中国大模型行业结束了，但成本战才刚开始", "original_title": "价格战在中国大模型行业结束了，但成本战才刚开始", "url": "https://www.tmtpost.com/8189769.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "AI 模型", "tags": [ "大模型", "成本优化", "工程优化" ], "published": "Mon, 02 Nov 2026 15:42:51 +0800", "published_at": "2026-11-02T15:42:51+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "靠工程优化，压低客户的实际花费", "original_summary": "靠工程优化，压低客户的实际花费。", "localized": true, "stale": false }, { "id": "92c4f2dab2c01e12", "title": "卡帕西使用 Claude 两小时重做了 YouTube", "original_title": "卡帕西用Claude两小时重做了YouTube，每个人都能拥有一个自己的互联网", "url": "https://www.ifanr.com/1687094", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [ "Claude", "卡帕西", "YouTube" ], "published": "Mon, 02 Nov 2026 08:03:24 +0000", "published_at": "2026-11-02T16:03:24+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "AI 正在逆向一切：从软件、游戏到信息入口", "original_summary": "AI 正在逆向一切：从软件、游戏到信息入口 #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": "4926c70dcc8c5757", "title": "起底第一批FDE的「生存实录」", "original_title": "起底第一批FDE的「生存实录」", "url": "https://www.leiphone.com/category/industrynews/WI4VDJIEZ7JaouRq.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "AI 模型", "tags": [ "AI落地", "FDE", "岗位生存" ], "published": "Mon, 02 Nov 2026 14:33:00 +0800", "published_at": "2026-11-02T14:33:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "FDE世龙入职咨询公司一周即产生离职念头，国庆假期前正式离职，随后很快入职第二家公司。AI落地市场需求旺盛，但落地价值难以定价，从业者收入差异大。", "original_summary": "国庆假期前，入行不久的FDE世龙，向咨询公司提了离职。 这个念头，在他入职第一周就冒出来了。煎熬了许久，他最终迈出了这一步。 虽然差点被这波洪流掀翻在地，但他并没有打算离开FDE这一行，还是想紧紧拽住其中的机遇。很快，他入职了第二家公司。 在AI落地的风口下，旺盛的市场需求让FDE成了炙手可热的行当。 但真到了落地环节，又是另一种现实： 没有人说得清，AI落地到底值多少钱。 有人拿下了千万级大单，有人却只拿到够买WorkBuddy账号、", "localized": true, "stale": false }, { "id": "c42020293f5c7a81", "title": "Latent Reasoning in Continuous Space for Unified Multimodal Models", "original_title": "Latent Reasoning in Continuous Space for Unified Multimodal Models", "url": "https://arxiv.org/abs/2610.42149v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "AI 模型", "tags": [ "多模态", "链式推理", "连续空间" ], "published": "2026-10-30T17:59:43Z", "published_at": "2026-10-31T01:59:43+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Unified Multimodal Models (UMMs) achieve remarkable success on diverse multimodal understanding and generation tasks, ye", "original_summary": "Unified Multimodal Models (UMMs) achieve remarkable success on diverse multimodal understanding and generation tasks, yet they still struggle to effectively leverage language-based chain-of-thought reasoning for image ge", "localized": true, "stale": false }, { "id": "881701592e7077bb", "title": "传苹果淘汰非触控 MacBook Pro 等三则消息；苹果 CEO 谈 AI 策略与 Siri 进度", "original_title": "​传苹果逐步淘汰非触控 MacBook Pro；谷歌 AI 被指正切断互联网流量；赛力斯：问界全面进入欧洲市场", "url": "http://www.geekpark.net/news/373252", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "AI 模型", "tags": [ "苹果", "Siri", "AI战略" ], "published": "Mon, 02 Nov 2026 08:27:02 +0800", "published_at": "2026-11-02T08:27:02+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "原文含三条标题，正文仅详述苹果：特努斯称 9 月初出任 CEO，对 AI 布局满意，承认强版 Siri 延至今夏上线，强调不为做 AI 而做产品。", "original_summary": "苹果 CEO：不会为了做 AI 而做产品 苹果 CEO 约翰·特努斯近日接受采访时，为苹果当前在人工智能领域的布局进行辩护。过去几年，外界常认为苹果在 AI 赛道落后，尤其是苹果推迟推出更强版本的 Siri，该功能直到今年夏天才正式上线。 特努斯是苹果资深高管，9 月初正式出任 CEO。他承认「每个人都有自己的看法」，但坚称：「我对我们现在所处的阶段很满意。」 特努斯补充，苹果一定会在新产品中运用人工智能，但他表示：「我们不想为了做 A", "localized": true, "stale": false }, { "id": "3a71e3a0df38a8dc", "title": "Jync v1.10.0 · 性能曲线与 SAP HANA", "original_title": "Jync v1.10.0 · 性能曲线与 SAP HANA", "url": "https://www.oschina.net/news/503345", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开发工具", "tags": [ "性能曲线", "Prometheus", "SAP HANA" ], "published": "Mon, 02 Nov 2026 15:56:02 +0800", "published_at": "2026-11-02T15:56:02+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "新增数据库与同步任务性能曲线、可选的 Prometheus 指标端点，六种分析型引擎接入实时同步，SAP HANA 升级为实时同步类型；修正了 CDC 延迟口径与一批同步正确性问题", "original_summary": "新增数据库与同步任务性能曲线、可选的 Prometheus 指标端点，六种分析型引擎接入实时同步，SAP HANA 升级为实时同步类型；同时修正了 CDC 延迟口径与一批同步正确性问题。 新增 性能曲线：新增数据库性能页与同步任务性能页，覆盖连接延迟与可用性、库内会话 / QPS / 缓存命中率 / 锁等待、表数 / 行数 / 占用空间，以及...", "localized": true, "stale": false }, { "id": "ca1e090f6c086d54", "title": "蚂蚁数科发布Agentar医疗版 入选2026互联网之光博览会“十大精品首发成果”", "original_title": "蚂蚁数科发布Agentar医疗版 入选2026互联网之光博览会“十大精品首发成果”", "url": "https://aiera.com.cn/2026/11/02/other/admin/121890/%e8%9a%82%e8%9a%81%e6%95%b0%e7%a7%91%e5%8f%91%e5%b8%83agentar%e5%8c%bb%e7%96%97%e7%89%88-%e5%85%a5%e9%80%892026%e4%ba%92%e8%81%94%e7%bd%91%e4%b9%8b%e5%85%89%e5%8d%9a%e8%a7%88%e4%bc%9a", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [ "医疗", "AI", "病历" ], "published": "Mon, 02 Nov 2026 07:44:20 +0000", "published_at": "2026-11-02T15:44:20+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "11月2日，在2026世界互联网大会乌镇峰会期间，蚂蚁数科正式发布Agentar医疗版，聚焦医生核心工作场景，打造集病历质控、辅助诊断、患者360视图等能力于一体的智能医疗工作", "original_summary": "11月2日，在2026世界互联网大会乌镇峰会期间，蚂蚁数科正式发布Agentar医疗版，聚焦医生核心工作场景，打造集病历质控、辅助诊断、患者360视图等能力于一体的智能医疗工作…", "localized": true, "stale": false }, { "id": "a7295056f954f527", "title": "Apple AirPods 5 主动降噪体验", "original_title": "TDS REVIEW｜Apple AirPods 5 半入耳降噪真无线耳机体验", "url": "https://sspai.com/post/118122", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "研究", "tags": [ "AirPods", "主动降噪", "真无线耳机" ], "published": "Mon, 02 Nov 2026 15:00:00 +0800", "published_at": "2026-11-02T15:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "TDSStudio在少数派上发布的第34篇全平台首发文章，时隔两年重新评测AirPods半入耳型号，重点评价苹果秋季event上AirPods 5的主动降噪功能。", "original_summary": "这篇文章是TDSStudio在少数派上的第34篇文章，依然是全平台首发。时隔两年，我们又回来写AirPods半入耳型号了。在26年的苹果秋季event上，AirPods5给我们最大的印象其实还是主动降 ... 查看全文", "localized": true, "stale": false }, { "id": "97ee6362932be90d", "title": "Jackery 推出更小的便携式发电机", "original_title": "Jackery made its portable power stations even smaller", "url": "https://www.theverge.com/tech/1023173/jackery-explorer-100d-portable-power-station-battery-lithium-iron-phosphate", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "安全", "tags": [ "安全", "开发工具", "开源生态" ], "published": "2026-11-02T00:00:00-05:00", "published_at": "2026-11-02T13:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Jackery 发布了 Explorer 100D 便携式发电机，采用公司 2023 年首推的更安全、寿命更长的锂铁磷（LFP）电池。", "original_summary": "Jackery announced a new portable power station that uses the safer and longer-lasting lithium iron phosphate (LFP) batteries the company first introduced in 2023. But what makes the new Explorer 100D stand out is that it", "localized": true, "stale": false }, { "id": "806b240bf744fbd3", "title": "The Download: GLP-1s and eating disorders, self-aware cities, and forever chemicals", "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": "AI 模型", "tags": [], "published": "Fri, 30 Oct 2026 11:30:00 +0000", "published_at": "2026-10-30T19:30:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Eating disorders are on the rise. GLP-1s could make things worse. GLP-1 weight-los", "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": false, "stale": false }, { "id": "89208b85ede303c2", "title": "Valve 重申仍看好 VR 市场：Steam Frame 涨价冲击用户意愿，行业面临“先有鸡还是先有蛋”困境", "original_title": "Valve 重申仍看好 VR 市场：Steam Frame 涨价冲击用户意愿，行业面临“先有鸡还是先有蛋”困境", "url": "https://www.ithome.com/1/021/110.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "开发工具", "tags": [], "published": "Mon, 02 Nov 2026 08:38:32 GMT", "published_at": "2026-11-02T16:38:32+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "IT之家 11 月 2 日消息，据韩媒 Inven 报道，在近期的 Steam Indie Connect 活动中，Valve 重申公司仍然看好 VR，并谈及了这一市场未来面临的多项挑战。 据报道，在活动中有开发者询问 Valve Steam 业务团队成员 Tom Giardino“Valve 是否正在逐渐放弃 VR 市场”，对此，Giardino 明确表示“我们仍然相信虚拟现实”。不过，他也指出，目前 Steam Frame 用户主要", "original_summary": "IT之家 11 月 2 日消息，据韩媒 Inven 报道，在近期的 Steam Indie Connect 活动中，Valve 重申公司仍然看好 VR，并谈及了这一市场未来面临的多项挑战。 据报道，在活动中有开发者询问 Valve Steam 业务团队成员 Tom Giardino“Valve 是否正在逐渐放弃 VR 市场”，对此，Giardino 明确表示“我们仍然相信虚拟现实”。不过，他也指出，目前 Steam Frame 用户主要", "localized": false, "stale": false }, { "id": "dd4738c3d977967b", "title": "罗技广告再被指侮辱用户", "original_title": "再次翻车的罗技，被流量焦虑绑架的营销", "url": "https://news.cnblogs.com/n/844390", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "安全", "tags": [ "品牌危机", "营销争议", "流量焦虑" ], "published": "Mon, 02 Nov 2026 05:10:00 GMT", "published_at": "2026-11-02T13:10:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "罗技授权店铺发布短视频，用小狗表情包暗讽“立减一百”且称“看人真准”，引发网友热议。", "original_summary": "11 月 2 日，“罗技广告再被指侮辱用户”“罗技跟用户干上了”等话题登上热搜。事情源于，罗技一家授权店铺近期发布短视频，用小狗表情包来营销产品：小狗对“立减一百”表示“没兴趣”，却在“券后六折”时两眼放光直言“看人真准”。结果被网友解读为“暗讽消费者像狗”。 其实，不管是小狗表情包还是“看人真准” 本文链接", "localized": true, "stale": false }, { "id": "587be61aaeb39170", "title": "美团发布 LongCat 2.5 正式版，支持百万窗口与长程编程", "original_title": "美团龙猫发布LongCat-2.5模型 强化视觉理解与长程编程 支持百万窗口", "url": "https://www.landian.news/archives/127937.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "AI 模型", "tags": [ "多模态", "长上下文", "开源模型" ], "published": "Mon, 02 Nov 2026 08:30:15 +0000", "published_at": "2026-11-02T16:30:15+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "美团龙猫团队发布 LongCat 2.5 正式版，增强视觉理解与长程编程能力，上下文窗口支持百万 token。模型计划开源上线 GitHub 与 Hugging Face，现已提供 API 接入。", "original_summary": "#人工智能 美团龙猫基座团队发布 LongCat 2.5 正式版，强化视觉理解与长程编程，支持百万窗口。此前龙猫 2.5 预览版已经上线，当前上线的为正式版。美团也计划继续保持开源，后续该模型将通过 GitHub 和抱抱脸发布。该模型目前也在 API 平台提供，有兴趣的开发者可以通过 API 将其接入到自己的应用和工作流里。查看全文：https://ourl.co/127937", "localized": true, "stale": false }, { "id": "910273433612ea51", "title": "PHP 8.5 中 curl_close() 被弃用导致 SSL 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", "curl_close", "SSL 证书" ], "published": "2026-10-30T13:22:32+08:00", "published_at": "2026-10-30T13:22:32+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "升级至 PHP 8.5 后，AMH 面板的 SSL 模块在证书续期时抛出 “Deprecated: Function curl_close() is deprecated since 8.5” 错误，源于代码仍调用已无效的 curl_clo", "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": "78a02a6bfe495b92", "title": "寻找支持对公开票的AI模型中转站", "original_title": "[问与答] 有靠谱的中转站吗？需要视频模型，生图模型。要支持对公，支持开票的", "url": "https://www.v2ex.com/t/1253872", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "AI 模型", "tags": [ "视频生成", "图像生成", "企业服务" ], "published": "2026-11-02T08:38:19Z", "published_at": "2026-11-02T16:38:19+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "用户询问是否存在提供视频和图像生成模型的中转服务，要求支持企业对公转账及开具发票。", "original_summary": "有吗？价格多少啊？", "localized": true, "stale": false }, { "id": "39cba8dd393d60e4", "title": "Linux 7.4-rc1 释出", "original_title": "Linux 7.4-rc1 释出", "url": "https://www.solidot.org/story?sid=85770", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "开源生态", "tags": [ "Linux", "内核", "AI" ], "published": "Mon, 02 Nov 2026 15:22:50 +0800", "published_at": "2026-11-02T15:22:50+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Linus Torvalds 宣布 Linux 7.4-rc1 发布，合并窗口已关闭，正式版预计圣诞节前推出；版本包含 18,591 个非合并变更集，创下纪录，2,678 名开发者贡献代码，其中 625 人为首次贡献者，AI 相关补丁大量涌", "original_summary": "Linus Torvalds 在内核邮件列表上宣布释出 Linux 7.4-rc1，关闭合并窗口，正式版本预计在圣诞节前发布。Linux 7.4 共包含了 18,591 个非合并（non-merge）变更集，这一数字创下了纪录；有 2,678 名开发者为 v7.4 贡献了代码，其中 625 人为首次。Torvalds 表示他乐见 AI 相关工作在合并窗口期间大量涌入，Linux 7.4 合并窗口合并的补丁规模高于通常的版本，显示 AI ", "localized": true, "stale": false }, { "id": "e508e29ae812fe58", "title": "Granite Switch 4.1.1 — 更新模型如更新软件", "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": "开发工具", "tags": [ "模型更新", "Granite Switch", "开发工具" ], "published": "Thu, 29 Oct 2026 13:37:07 GMT", "published_at": "2026-10-29T21:37:07+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Granite Switch 4.1.1 版本发布，支持按需更新模型，类似于软件更新流程。", "original_summary": "", "localized": true, "stale": false }, { "id": "a86d24c59c826150", "title": "OpenAI 加强 ChatGPT 暴力防范与公共安全报告", "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": [ "ChatGPT", "暴力防范", "公共安全报告" ], "published": "Fri, 30 Oct 2026 09:00:00 GMT", "published_at": "2026-10-30T17:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "OpenAI 扩展了 ChatGPT 的安全防护机制，引入更早期的干预措施，并承诺定期发布公共安全报告。", "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": "c33aab374796d53e", "title": "AI can make tech CEOs’ lives easier. What about everyone else?", "original_title": "AI can make tech CEOs’ lives easier. What about everyone else?", "url": "https://techcrunch.com/2026/11/01/ai-can-make-tech-ceos-lives-easier-what-about-everyone-else", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [], "published": "Sun, 01 Nov 2026 20:57:58 +0000", "published_at": "2026-11-02T04:57:58+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "On Equity, we discuss why tech CEO statements can seem so tone deaf.", "original_summary": "On Equity, we discuss why tech CEO statements can seem so tone deaf.", "localized": false, "stale": false }, { "id": "cfd9c022f552f991", "title": "恶意软件Volta-Autodoxer利用AI窃取受害者数据", "original_title": "Spooky New Infostealer Malware Uses AI to ‘Autodox’ Victims", "url": "https://www.wired.com/story/kernel-panic-volta-autodoxer-ai-infostealer-malware", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "安全", "tags": [ "AI", "恶意软件", "信息窃取" ], "published": "Sat, 31 Oct 2026 12:00:00 +0000", "published_at": "2026-10-31T20:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "该恶意软件使用AI工具收集受害者数据，包括登录凭证、信用卡号码、Discord会话和UberEats收据等信息。", "original_summary": "Named “Volta-Autodoxer,” the recently uncovered malware uses AI tools to collect troves of data about victims, from login credentials and credit card numbers to Discord sessions and UberEats receipts.", "localized": true, "stale": false }, { "id": "ff739d65cb4d8e9c", "title": "FDA拟撤销Tavneos药物批准，涉及操纵研究数据", "original_title": "The FDA wants to pull its approval of a drug. It’s not so easy.", "url": "https://arstechnica.com/science/2026/10/the-fda-wants-to-pull-its-approval-of-a-drug-its-not-so-easy", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "研究", "tags": [ "FDA", "药物审批", "研究数据" ], "published": "Sat, 31 Oct 2026 11:02:34 +0000", "published_at": "2026-10-31T19:02:34+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "监管机构称Tavneos获批基于被操纵的研究数据，患者是否仍应获药未定。", "original_summary": "The regulator says Tavneos was approved on the basis of manipulated study data. Should patients still have access to it?", "localized": true, "stale": false }, { "id": "f2cac9f515d9d39a", "title": "自主代理的边界问题是平台问题", "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": "研究", "tags": [ "自主代理", "边界问题", "平台" ], "published": "Thu, 29 Oct 2026 18:11:50 +0000", "published_at": "2026-10-30T02:11:50+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "自主代理只会执行其工具所允许的操作，这看似是限制，实际上是风险所在，因为工具决定了其能做的全部事情。", "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": true, "stale": false }, { "id": "c400f92bd83cd748", "title": "央视严选「中国AI创业十骏」：唯一AI制药公司是清华系", "original_title": "央视严选「中国AI创业十骏」：唯一AI制药公司是清华系", "url": "https://www.qbitai.com/2026/11/507150.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "AI制药", "大模型", "管线" ], "published": "Mon, 02 Nov 2026 06:28:07 +0000", "published_at": "2026-11-02T14:28:07+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "入选中国AI创业十骏的唯一AI制药公司，采用模型管线双驱动模式，系清华系企业。", "original_summary": "模型管线双驱动", "localized": true, "stale": false }, { "id": "cc8135f29d89a4c5", "title": "TornadoVM 7 支持 Java 应用程序运行原生 GPU 工作负载", "original_title": "TornadoVM 7 支持 Java 应用程序运行原生 GPU 工作负载", "url": "https://www.infoq.cn/article/X8cwbyO4O3tS1jTTdtBq", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "开发工具", "tags": [ "GPU", "Java", "JIT编译" ], "published": "Mon, 02 Nov 2026 11:11:00 GMT", "published_at": "2026-11-02T19:11:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "TornadoVM 7 使 Java 应用可直接在 GPU 上运行原生计算负载，无需编译转换到其他语言。", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "b36177486309f5f4", "title": "从汾酒三季报看消费升级：品牌如何通过共创模式稳固市场领导地位", "original_title": "以变革夯实底盘，从汾酒三季报读懂清香龙头的穿越周期之道", "url": "https://www.tmtpost.com/8189995.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "研究", "tags": [ "用户行为", "数据分析", "商业模式" ], "published": "Mon, 02 Nov 2026 14:45:28 +0800", "published_at": "2026-11-02T14:45:28+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "消费者已成为品牌表达和产品创新的参与者，其C端共创模式为清香型白酒带来了新的增长空间", "original_summary": "消费者不再只是商品的购买者，而是品牌表达、产品创新的参与者，这套C端共创模式，正在为清香名酒打开新的增长空间。", "localized": true, "stale": false }, { "id": "2ccec0b84f52ab51", "title": "500 万人抽签看陈奕迅，AI 会终结「抢票时代」吗？", "original_title": "500 万人抽签看陈奕迅，AI 会终结「抢票时代」吗？", "url": "https://www.ifanr.com/1687130", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [ "AI", "抢票", "抽签" ], "published": "Mon, 02 Nov 2026 07:41:09 +0000", "published_at": "2026-11-02T15:41:09+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "抽签被视为当前演唱会票务分配的一种选择，文中探讨AI是否能终结抢票时代。", "original_summary": "抽签看演唱会，可能是当下最「不坏」的选择 #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": "0e6435ea74364f49", "title": "莱芒生物：用1‰剂量，重写CAR-T的成本和疗效公式", "original_title": "莱芒生物：用1‰剂量，重写CAR-T的成本和疗效公式", "url": "https://www.leiphone.com/category/aihealth/Ls0rEvCHmgKUScmR.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "研究", "tags": [ "CAR-T疗法", "剂量优化", "盖伦奖提名" ], "published": "Mon, 02 Nov 2026 14:15:00 +0800", "published_at": "2026-11-02T14:15:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "莱芒生物发现，持续受到肿瘤抗原刺激的CAR-T细胞对免疫刺激信号不再响应，该公司找到一种违反直觉的方法来应对这一问题。", "original_summary": "持续受到肿瘤抗原刺激累到极致的CAR-T细胞，再给它们免疫刺激信号已经没有用了，莱芒找到了一个“违反直觉”的办法。 作者丨周蕾 编辑丨岑峰 【编者按】被誉为“医药界诺贝尔奖”的美国盖伦奖（Prix Galien USA），于10月29日公布2026年度获奖名单。 值得注意的是，晶泰科技孵化的创新企业已连续两年入围该奖项提名。去年，希格生科凭借与晶泰科技合作开发的全球首款弥漫性胃癌靶向药SIGX1094获得“最佳生物技术产品”提名；今年，", "localized": true, "stale": false }, { "id": "0dece08f2c63f86f", "title": "Flide: Accelerating Decision Inference with Exact State Forking", "original_title": "Flide: Accelerating Decision Inference with Exact State Forking", "url": "https://arxiv.org/abs/2610.42148v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "AI 模型", "tags": [ "决策模型", "LLM agents", "状态forking" ], "published": "2026-10-30T17:59:38Z", "published_at": "2026-10-31T01:59:38+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "决策模型如Jev在LLM Agent系统中提供轻量级可靠的分类推理，实现快速System One执行。然而，现有生成导向的方法在决策推理方面效率有限。", "original_summary": "Decision models such as Jev have emerged as a highly promising paradigm for LLM agent systems, providing lightweight and reliable categorical reasoning for rapid System One execution. However, existing generation-oriente", "localized": true, "stale": false }, { "id": "39dc0904c80d148c", "title": "个人灵光 2.0 实测：个人 AI 助理的机会和门槛｜AI 上新", "original_title": "个人灵光 2.0 实测：个人 AI 助理的机会和门槛｜AI 上新", "url": "http://www.geekpark.net/news/373249", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "AI 模型", "tags": [], "published": "Sun, 01 Nov 2026 18:03:12 +0800", "published_at": "2026-11-01T18:03:12+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "作者｜汤一涛 编辑｜靖宇 10 月 21 日的 Meta 财报会上，扎克伯格披露了一组关于个人智能体 Muse 的关键数据：超过 1000 万人设置了 Muse， 购物 是 Muse 最常见的用途，超过 四分之一 的用户在用它买东西，平均客单价超过 200 美元 ；上线第一周，Muse 交易量便超出了预期，Meta 不得不与支付合作伙伴 Stripe 一起临时上调了信用额度。 六天后的 10 月 27 日，蚂蚁集团发布了灵光 2.0，将", "original_summary": "作者｜汤一涛 编辑｜靖宇 10 月 21 日的 Meta 财报会上，扎克伯格披露了一组关于个人智能体 Muse 的关键数据：超过 1000 万人设置了 Muse， 购物 是 Muse 最常见的用途，超过 四分之一 的用户在用它买东西，平均客单价超过 200 美元 ；上线第一周，Muse 交易量便超出了预期，Meta 不得不与支付合作伙伴 Stripe 一起临时上调了信用额度。 六天后的 10 月 27 日，蚂蚁集团发布了灵光 2.0，将", "localized": false, "stale": false }, { "id": "002de707d9ec9ef2", "title": "开源数据库管理工具 CloudDM 发布新版本，支持团队多级审批工单", "original_title": "开源数据库管理工具 CloudDM 发布新版本，支持团队多级审批工单", "url": "https://www.oschina.net/news/503343", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开发工具", "tags": [ "开源", "数据库管理", "团队协作" ], "published": "Mon, 02 Nov 2026 13:37:56 +0800", "published_at": "2026-11-02T13:37:56+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "CloudDM 为免费开源团队化数据库管理工具，提供统一 Web 数据库访问、权限控制、数据脱敏、SQL 审核、流程协同和数据库 CI/CD 等能力，新增团队化审批节点解决单环节单人限制，内置团队设置减少对外部钉钉企业微信飞书等应用的依赖", "original_summary": "CloudDM 是一款免费且开源的团队化数据库管理工具，提供统一 Web 数据库访问、权限控制、数据脱敏、SQL 审核、流程协同和数据库 CI/CD 等能力。 亮点 新增团队化审批节点，解决单个审批环节只能设定一个人的问题。 内置团队设置，不强依赖外部钉钉、企业微信、飞书等三方应用，解决复杂配置、可能的网络依赖等问题。 新增...", "localized": true, "stale": false }, { "id": "34777e208f1929ce", "title": "ChatGPT要和Codex抢额度了！奥特曼一声令下，12月Token全部合池", "original_title": "ChatGPT要和Codex抢额度了！奥特曼一声令下，12月Token全部合池", "url": "https://aiera.com.cn/2026/11/02/other/admin/121888/chatgpt%e8%a6%81%e5%92%8ccodex%e6%8a%a2%e9%a2%9d%e5%ba%a6%e4%ba%86%ef%bc%81%e5%a5%a5%e7%89%b9%e6%9b%bc%e4%b8%80%e5%a3%b0%e4%bb%a4%e4%b8%8b%ef%bc%8c12%e6%9c%88token%e5%85%a8%e9%83%a8%e5%90%88%e6%b1%a0", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [], "published": "Mon, 02 Nov 2026 00:08:44 +0000", "published_at": "2026-11-02T08:08:44+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "还是OpenAI会玩！ 前脚刚把Pro额度翻倍，大家还没高兴两天，转头就宣布—— 从今年12月开始，ChatGPT和Codex的「使用额度」将正式合并！", "original_summary": "还是OpenAI会玩！ 前脚刚把Pro额度翻倍，大家还没高兴两天，转头就宣布—— 从今年12月开始，ChatGPT和Codex的「使用额度」将正式合并！", "localized": false, "stale": false }, { "id": "741e9de31bc2bed1", "title": "Xnip 十周年：长截图的新生，也是新的起点", "original_title": "Xnip 十周年：长截图的新生，也是新的起点", "url": "https://sspai.com/post/115662", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [ "截图工具", "macOS", "十周年" ], "published": "Mon, 02 Nov 2026 11:00:41 +0800", "published_at": "2026-11-02T11:00:41+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "十年是一个里程碑，也是新的起点。", "original_summary": "十年是一个里程碑，也是新的起点。 查看全文", "localized": true, "stale": false }, { "id": "dd8ec44c2a87c5d0", "title": "NASA 希望商业航天帮助拯救哈勃", "original_title": "NASA hopes the commercial space industry can help save Hubble", "url": "https://www.theverge.com/science/1024239/nasa-commercial-space-save-hubble", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "研究", "tags": [ "空间望远镜", "航天研究", "商业航天" ], "published": "2026-11-01T16:09:21-05:00", "published_at": "2026-11-02T05:09:21+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "地球引力正缓慢拖拽著名望远镜哈勃，使其濒临最终消亡；尽管目前不会在大气层中烧毁，但其寿命正在逐渐耗尽。", "original_summary": "Gravity is a cruel mistress, slowly dragging the famed telescope ever closer to its ultimate demise with every day. Hubble is in no immediate danger of burning up in the Earth's atmosphere, but its time will run out in t", "localized": true, "stale": false }, { "id": "1a85b5d8db6db35b", "title": "GLP-1减肥药可能加重进食障碍，进食障碍数量上升", "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": "开源生态", "tags": [ "GLP-1", "进食障碍", "开源仓库" ], "published": "Fri, 30 Oct 2026 09:00:00 +0000", "published_at": "2026-10-30T17:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "GLP-1减肥药被视为重大生物技术突破，但部分临床心理学家认为它可能成为进食障碍的触发因素。", "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": true, "stale": false }, { "id": "808bfe1947a633a4", "title": "三星 Galaxy S27 系列有望下放隐私显示功能", "original_title": "消息称三星 Galaxy S27 系列手机升级隐私显示功能，有望首次下放非 Ultra 机型", "url": "https://www.ithome.com/1/021/105.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "安全", "tags": [ "三星", "隐私显示", "Galaxy S27" ], "published": "Mon, 02 Nov 2026 08:35:36 GMT", "published_at": "2026-11-02T16:35:36+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "三星预计将隐私显示功能从 Galaxy S26 Ultra 下放至 Galaxy S27 Pro 和 Galaxy S27 Ultra，并对该技术进行升级。", "original_summary": "IT之家 11 月 2 日消息，三星今年推出的 Galaxy S26 Ultra 搭载了隐私显示屏功能，此后多个品牌也在自家高端机型上使用了类似技术。据 Sammobile 今天报道，Galaxy S27 系列手机将升级这项功能。 IT之家从原报道获悉，三星预计会首次将隐私显示功能下放至非 Ultra 机型， Galaxy S27 Pro 和 Galaxy S27 Ultra 都有望搭载 。 同时，这两款设计还将拥有升级的隐私显示技术，", "localized": true, "stale": false }, { "id": "69e8fbad624ca328", "title": "千问进iPhone，阿里真正买到了什么？", "original_title": "千问进iPhone，阿里真正买到了什么？", "url": "https://news.cnblogs.com/n/844389", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "AI 模型", "tags": [], "published": "Mon, 02 Nov 2026 05:00:00 GMT", "published_at": "2026-11-02T13:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "文 | 强调 Next 10 月 31 日，苹果官宣国行 Apple 智能，11 月 4 日随开发者 Beta 开放测试，12 月随 iOS 27.3 推出，千问进入 Siri、写作工具和视觉智能。首批功能大多是海外 2024 年起陆续推出的功能，新一代 Siri AI 不在其中。 围绕这条消息，市 本文链接", "original_summary": "文 | 强调 Next 10 月 31 日，苹果官宣国行 Apple 智能，11 月 4 日随开发者 Beta 开放测试，12 月随 iOS 27.3 推出，千问进入 Siri、写作工具和视觉智能。首批功能大多是海外 2024 年起陆续推出的功能，新一代 Siri AI 不在其中。 围绕这条消息，市 本文链接", "localized": false, "stale": false }, { "id": "79a25f42b21fd8e2", "title": "123云盘停售长期会员改按流量计费", "original_title": "123云盘计划停售长期会员 未来改成按流量计费 用多少流量扣对应余额", "url": "https://www.landian.news/archives/127936.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "开发工具", "tags": [ "计费模式", "流量计费", "预充值" ], "published": "Mon, 02 Nov 2026 08:00:00 +0000", "published_at": "2026-11-02T16:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "123云盘因成本问题改为预充值模式并停售现有长期套餐，未来下载按实际使用流量计费。现有普通和超会套餐只要续费即保留旧版权益。", "original_summary": "#软件资讯 传 123 云盘将停售长期会员，未来改成按用户实际使用流量计费，用多少流量扣对应余额。网友分享的 QQ 群截图显示，因运营成本问题，123 云盘准备改成预充值模式并停售现有套餐。未来用户可能无法再长期免费下载，也就是每次下载都需要为流量付费。不过现有普通和超会套餐只要续费就会提供旧版权益，所以说不好这也是吸引用户尽早开通会员的玩法？查看全文：https://ourl.co/127936", "localized": true, "stale": false }, { "id": "6b6b264fd75823ba", "title": "MySQL 8.0千万级数据优化教程", "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": [ "MySQL 8.0", "数据库优化", "查询调优" ], "published": "2026-10-30T12:37:15+08:00", "published_at": "2026-10-30T12:37:15+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "寻求MySQL 8.0数据库在千万级数据量下的查询与存储优化方案及教程。", "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": true, "stale": false }, { "id": "486bd8a4f018da7a", "title": "[OpenAI] AI 时代 程序员职业会不会消失", "original_title": "[OpenAI] AI 时代 程序员职业会不会消失", "url": "https://www.v2ex.com/t/1253871", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "AI 模型", "tags": [], "published": "2026-11-02T08:38:06Z", "published_at": "2026-11-02T16:38:06+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "OpenAI 这种工具越来越强大，越来越节省底层工作量。 20 世纪 40 年代，电子计算机诞生之后程序员面世。 人类：明确目标、业务约束和验收标准 AI：分析、设计、编写、测试、修复 人类：审查、验证、决策、交付 目前人类可干的除了体力以外，脑力活动都越来越少了，感觉就剩决策和最终验收", "original_summary": "OpenAI 这种工具越来越强大，越来越节省底层工作量。 20 世纪 40 年代，电子计算机诞生之后程序员面世。 人类：明确目标、业务约束和验收标准 AI：分析、设计、编写、测试、修复 人类：审查、验证、决策、交付 目前人类可干的除了体力以外，脑力活动都越来越少了，感觉就剩决策和最终验收", "localized": false, "stale": false }, { "id": "c7714c8fa8c8bb24", "title": "Stack Overflow 表示它还活着", "original_title": "Stack Overflow 表示它还活着", "url": "https://www.solidot.org/story?sid=85769", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "AI 模型", "tags": [], "published": "Mon, 02 Nov 2026 14:08:59 +0800", "published_at": "2026-11-02T14:08:59+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Stack Overflow 自己的统计数据显示，它一个月内的新增问题数已经低于 1000。此事再次在社交媒体上引发了编程问答社区即将死亡的讨论。Stack Overflow 官方博客回应说，死亡预测夸大其词，混淆了获取知识方式的改变与知识本身——以及背后的公司——消失两个概念。AI 改变了开发者的行为。在 Stack Overflow 近期发布的《2026 年开发者调查》中，64% 的受访者表示，对于简单问题他们减少了访问 Stack", "original_summary": "Stack Overflow 自己的统计数据显示，它一个月内的新增问题数已经低于 1000。此事再次在社交媒体上引发了编程问答社区即将死亡的讨论。Stack Overflow 官方博客回应说，死亡预测夸大其词，混淆了获取知识方式的改变与知识本身——以及背后的公司——消失两个概念。AI 改变了开发者的行为。在 Stack Overflow 近期发布的《2026 年开发者调查》中，64% 的受访者表示，对于简单问题他们减少了访问 Stack", "localized": false, "stale": false }, { "id": "574dbaf7fc8731e4", "title": "合理使用惠及所有人", "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": [ "合理使用", "AI训练", "创新" ], "published": "Fri, 30 Oct 2026 00:00:00 GMT", "published_at": "2026-10-30T08:00:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "OpenAI分享了创作者、学者、无障碍倡导者及法律专家等的法庭简报摘录，说明合理使用如何支持AI训练与创新。", "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": true, "stale": false }, { "id": "362d7951270f2286", "title": "Apple CEO says the company doesn’t ‘want to ship AI for AI’s sake’", "original_title": "Apple CEO says the company doesn’t ‘want to ship AI for AI’s sake’", "url": "https://techcrunch.com/2026/10/31/apple-ceo-says-the-company-doesnt-want-to-ship-ai-for-ais-sake", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [], "published": "Sat, 31 Oct 2026 21:41:00 +0000", "published_at": "2026-11-01T05:41:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "Apple's new CEO defended the company's current position in the AI landscape.", "original_summary": "Apple's new CEO defended the company's current position in the AI landscape.", "localized": false, "stale": false }, { "id": "e491d34d72154f0e", "title": "Meta的Muse可能颠覆所有行业，但尚未落地", "original_title": "Meta’s Muse Could Upend All Kinds of Businesses. It Hasn’t Yet", "url": "https://www.wired.com/story/metas-muse-could-upend-all-kinds-of-businesses-it-hasnt-yet", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [ "Meta", "Muse", "AI Agent" ], "published": "Sat, 31 Oct 2026 10:30:00 +0000", "published_at": "2026-10-31T18:30:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "过去数周，企业一直在试图安抚投资者，称Muse等AI代理带来的更多是机遇而非威胁", "original_summary": "Companies have spent the past several weeks trying to reassure investors that Muse and other AI agents pose more of an opportunity than a threat.", "localized": true, "stale": false }, { "id": "42f3da87a2d5718e", "title": "NASA再次征集拯救哈勃的推进方案", "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", "卫星", "航天" ], "published": "Sat, 31 Oct 2026 00:07:22 +0000", "published_at": "2026-10-31T08:07:22+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "四年前曾征集推进哈勃的提案，但方案未获采纳", "original_summary": "The space agency solicited ideas for reboosting Hubble four years ago, but they didn't go anywhere.", "localized": true, "stale": false }, { "id": "71d58f4e198e363b", "title": "小米开源了个150元的AI小玩意，火到配件都涨价了", "original_title": "小米开源了个150元的AI小玩意，火到配件都涨价了", "url": "https://www.qbitai.com/2026/11/507107.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [], "published": "Mon, 02 Nov 2026 06:08:04 +0000", "published_at": "2026-11-02T14:08:04+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "能指挥Agent干活，还能控制智能家居", "original_summary": "能指挥Agent干活，还能控制智能家居", "localized": false, "stale": false }, { "id": "356b04dc04148102", "title": "CI 出错后，谁来把关？Buildkite 的智能体新思路", "original_title": "CI 出错后，谁来把关？Buildkite 的智能体新思路", "url": "https://www.infoq.cn/article/WmlATgJudjwPKqHf4QgX", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "AI 模型", "tags": [], "published": "Mon, 02 Nov 2026 09:20:00 GMT", "published_at": "2026-11-02T17:20:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "点击查看原文>", "original_summary": "点击查看原文>", "localized": false, "stale": false }, { "id": "fee758c5a70fb75a", "title": "千问进iPhone，阿里真正买到了什么？", "original_title": "千问进iPhone，阿里真正买到了什么？", "url": "https://www.tmtpost.com/8189533.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "AI 模型", "tags": [ "AI模型", "交易服务", "端侧集成" ], "published": "Mon, 02 Nov 2026 14:28:00 +0800", "published_at": "2026-11-02T14:28:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "把用户在iPhone上提出的需求，接到自己的交易服务里。", "original_summary": "把用户在iPhone上提出的需求，接到自己的交易服务里。", "localized": true, "stale": false }, { "id": "98f2edd5f184c70c", "title": "零跑破10万、小鹏小米跨过5万，10月车市迎来最冷「银十」", "original_title": "零跑破 10 万、小鹏小米跨过 5 万大关，10 月车市却迎来了最冷的「银十」", "url": "https://www.ifanr.com/1687113", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "研究", "tags": [ "出海", "内卷", "车市" ], "published": "Mon, 02 Nov 2026 07:37:31 +0000", "published_at": "2026-11-02T15:37:31+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "内卷见顶，出海将是下一站。", "original_summary": "内卷见顶，出海将是下一站。 #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": "9070e49ad0a2fbde", "title": "Agent从回答转向执行，金融行业扩大采购", "original_title": "Agent在金融机构走出「试用期」后，价值账怎么算？", "url": "https://www.leiphone.com/category/fintech/y2eDRanVtlSZl8w6.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "AI 模型", "tags": [ "Agent", "执行任务", "扩大采购" ], "published": "Mon, 02 Nov 2026 13:59:00 +0800", "published_at": "2026-11-02T13:59:00+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "金融团队关注重心从基础设施转向AI，Agent从回答问题走向执行任务，客户态度从小范围试用转向扩大采购，销售关注点变为坐席数量与Token消耗", "original_summary": "“去年我讲的内容有一半是云，今年基本上已经没有了，都在讲AI。” 10月28日，雷峰网在腾讯全球数字生态大会的一场金融行业群访中了解到，腾讯云副总裁胡利明用“天翻地覆”形容金融团队近一年的变化。销售团队去金融客户现场聊什么，往往最直接地反映客户正在关心什么：过去是云和基础设施，如今几乎全部转向了AI。 更明显的变化发生在近半年。随着Agent从回答问题走向执行任务，金融机构对它的态度也从小范围试用转向扩大采购。坐席数量和Token消耗快", "localized": true, "stale": false }, { "id": "0df1f39e08765e23", "title": "Latent Sparse Attention: Towards Subquadratic Ultra-Long Context Attention", "original_title": "Latent Sparse Attention: Towards Subquadratic Ultra-Long Context Attention", "url": "https://arxiv.org/abs/2610.42147v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "研究", "tags": [ "Latent Sparse Attention", "超长上下文", "亚二次复杂度" ], "published": "2026-10-30T17:59:34Z", "published_at": "2026-10-31T01:59:34+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "面向长程任务的智能体工作流需要长上下文支持，但在超100万token的极长上下文下，全注意力机制难以高效扩展，本文提出Latent Sparse Attention以实现亚二次复杂度的上下文处理。", "original_summary": "Agentic workflows are increasingly shifting towards long-horizon tasks, such as open-ended scientific work, where models benefit from long context windows. However, at ultra-long context (above 1M tokens), full attention", "localized": true, "stale": false }, { "id": "0866ef312eaa783d", "title": "DeepSeek，怎么就变成了一条「大肥鱼」", "original_title": "DeepSeek，怎么就变成了一条「大肥鱼」", "url": "http://www.geekpark.net/news/373248", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "AI 模型", "tags": [], "published": "Sun, 01 Nov 2026 17:57:50 +0800", "published_at": "2026-11-01T17:57:50+08:00", "fetched_at": "2026-11-02T16:39:23.679533+08:00", "summary": "作者｜Moonshot 编辑｜靖宇 最近，B 站评论区闹起了「鱼灾」。 先是有人开了个「Claude 大小姐在运营」的账号，让 AI 负责选题、制作和运营。第二天，「DeepSeek 鲸鱼娘在运营」跟着上线，第一条视频播放量就超过了 200 万。 由于目前 DeepSeek 暂无生图功能，该账号形象还是由 GPT 绘制的。｜图源：Bilibili 网友纷纷效仿，给自己的 Agent 装上刷 B 站的工具，很快，科技区出现了一大群「XX ", "original_summary": "作者｜Moonshot 编辑｜靖宇 最近，B 站评论区闹起了「鱼灾」。 先是有人开了个「Claude 大小姐在运营」的账号，让 AI 负责选题、制作和运营。第二天，「DeepSeek 鲸鱼娘在运营」跟着上线，第一条视频播放量就超过了 200 万。 由于目前 DeepSeek 暂无生图功能，该账号形象还是由 GPT 绘制的。｜图源：Bilibili 网友纷纷效仿，给自己的 Agent 装上刷 B 站的工具，很快，科技区出现了一大群「XX ", "localized": false, "stale": false } ], "news_generated_at": "2026-11-02T16:39:23.679533+08:00", "news_sources": [ { "id": "github-blog", "name": "GitHub Blog", "url": "https://github.blog/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "huggingface-blog", "name": "Hugging Face Blog", "url": "https://huggingface.co/blog", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "openai-news", "name": "OpenAI News", "url": "https://openai.com/news/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "techcrunch-ai", "name": "TechCrunch AI", "url": "https://techcrunch.com/category/artificial-intelligence/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "wired-ai", "name": "Wired AI", "url": "https://www.wired.com/tag/artificial-intelligence/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "arstechnica", "name": "Ars Technica", "url": "https://arstechnica.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "cncf-blog", "name": "CNCF Blog", "url": "https://www.cncf.io/blog/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "linux-foundation", "name": "Linux Foundation", "url": "https://www.linuxfoundation.org/blog/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "qbitai", "name": "量子位", "url": "https://www.qbitai.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "36kr", "name": "36氪", "url": "https://36kr.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "infoq-cn", "name": "InfoQ 中文", "url": "https://www.infoq.cn/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "tmtpost", "name": "钛媒体", "url": "https://www.tmtpost.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "ifanr", "name": "爱范儿", "url": "https://www.ifanr.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "leiphone", "name": "雷锋网", "url": "https://www.leiphone.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "arxiv-ai", "name": "arXiv AI / ML / NLP", "url": "https://arxiv.org/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "geekpark", "name": "极客公园", "url": "https://www.geekpark.net/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "oschina", "name": "开源中国", "url": "https://www.oschina.net/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "aiera", "name": "新智元", "url": "https://www.aiera.com.cn/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "csdn", "name": "CSDN", "url": "https://www.csdn.net/", "status": "error", "last_success_at": null }, { "id": "sspai", "name": "少数派", "url": "https://sspai.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "the-verge", "name": "The Verge", "url": "https://www.theverge.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "venturebeat-ai", "name": "VentureBeat AI", "url": "https://venturebeat.com/category/ai/", "status": "error", "last_success_at": null }, { "id": "mit-tech-review", "name": "MIT Technology Review", "url": "https://www.technologyreview.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "google-ai-blog", "name": "Google AI Blog", "url": "https://blog.google/technology/ai/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "deepmind-blog", "name": "DeepMind Blog", "url": "https://deepmind.google/blog/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "ithome", "name": "IT之家", "url": "https://www.ithome.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "cnblogs", "name": "博客园", "url": "https://www.cnblogs.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "landiannews", "name": "蓝点网", "url": "https://www.landiannews.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "segmentfault", "name": "SegmentFault", "url": "https://segmentfault.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "v2ex", "name": "V2EX", "url": "https://www.v2ex.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "solidot", "name": "Solidot", "url": "https://www.solidot.org/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "freebuf", "name": "FreeBuf", "url": "https://www.freebuf.com/", "status": "error", "last_success_at": null }, { "id": "apple-ml", "name": "Apple Machine Learning", "url": "https://machinelearning.apple.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "openai-blog", "name": "OpenAI Blog", "url": "https://openai.com/blog/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "36kr-article", "name": "36氪 文章", "url": "https://36kr.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" }, { "id": "36kr-newsflash", "name": "36氪 快讯", "url": "https://36kr.com/", "status": "ok", "last_success_at": "2026-11-02T16:39:23.679533+08:00" } ] }