{ "schema_version": "1.0", "site": { "name": "GitHub 趋势雷达", "url": "https://Ibook000.github.io/GithubTrending" }, "date": "2026-10-23", "generated_at": "2026-10-23T14:49:55.945538+08:00", "source": "https://github.com/trending", "periods": { "daily": [ { "title": "php/php-src", "url": "https://github.com/php/php-src", "description": "The PHP Interpreter", "language": "C", "stars": "41,322", "forks": "8,330", "author": "php", "summary": "php/php-src 是 PHP 编程语言的核心解释器源代码仓库，负责解析和执行 PHP 脚本，并提供语言的基本运行时功能。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "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": "31,774", "forks": "3,543", "author": "anthropics", "summary": "这个项目是为 Claude Cowork 中知识工作者提供的开源插件集合。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "monthly" ] }, { "title": "DietrichGebert/ponytail", "url": "https://github.com/DietrichGebert/ponytail", "description": "Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.", "language": "JavaScript", "stars": "173,916", "forks": "9,471", "author": "DietrichGebert", "summary": "该项目让 AI 代理像懒惰的高级开发人员一样思考，鼓励生成最少的代码", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "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": "40,115", "forks": "2,502", "author": "cloudflare", "summary": "这是一个面向多阶段安全审计的编码代理技能，能够产出经过独立验证、机器可读的审计发现。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "monthly" ] }, { "title": "Graphify-Labs/graphify", "url": "https://github.com/Graphify-Labs/graphify", "description": "Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.", "language": "Python", "stars": "133,285", "forks": "12,739", "author": "Graphify-Labs", "summary": "Graphify 将代码库、文档、SQL架构、配置和PDF转换为可查询的知识图谱，采用本地确定性AST解析，对每条边提供解释，不使用向量存储，可作为 Claude Code、Cursor、Codex 和 Gemini CLI 的技能。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "supabase/supabase", "url": "https://github.com/supabase/supabase", "description": "The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.", "language": "TypeScript", "stars": "113,594", "forks": "17,017", "author": "supabase", "summary": "Supabase 是一个基于 Postgres 的开发平台，为构建 Web、移动和 AI 应用提供专用的数据库服务。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "fastapi/fastapi", "url": "https://github.com/fastapi/fastapi", "description": "FastAPI framework, high performance, easy to learn, fast to code, ready for production", "language": "Python", "stars": "103,924", "forks": "10,100", "author": "fastapi", "summary": "FastAPI 是一个用于构建高性能 API 的 Python 框架，以其易学易用和快速开发著称，同时能满足生产环境需求。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "luongnv89/claude-howto", "url": "https://github.com/luongnv89/claude-howto", "description": "A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.", "language": "Python", "stars": "43,511", "forks": "5,410", "author": "luongnv89", "summary": "该项目是一个视觉化、示例驱动的 Claude Code 指南，系统介绍从基础概念到高级代理的内容，并提供可直接复制的模板以实现即时应用。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "Meloong-Git/PCL", "url": "https://github.com/Meloong-Git/PCL", "description": "Minecraft 启动器 Plain Craft Launcher（PCL）。", "language": "Visual Basic .NET", "stars": "8,791", "forks": "1,224", "author": "Meloong-Git", "summary": "这是一个名为 Plain Craft Launcher 的 Minecraft 启动器，旨在提供简洁纯净的启动体验。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] } ], "weekly": [ { "title": "morluto/rea", "url": "https://github.com/morluto/rea", "description": "Reverse engineer anything with agents, from app behavior down to native binaries.", "language": "TypeScript", "stars": "368,180", "forks": "92,252", "author": "morluto", "summary": "User Safety: safe", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "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": "43,965", "forks": "4,627", "author": "anthropics", "summary": "该项目是 Anthropic 官方维护的 Claude 代码插件目录，收录经过官方筛选的高质量插件，方便开发者查找和使用。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "ruvnet/ruflo", "url": "https://github.com/ruvnet/ruflo", "description": "🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated", "language": "TypeScript", "stars": "78,558", "forks": "9,236", "author": "ruvnet", "summary": "该项目是一个用于部署多智能体集群、协调自主工作流并构建对话式AI系统的智能体框架，核心在于提供了自适应记忆、自学习、向量RAG集成以及多种主流工具的原生整合能力。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "android/skills", "url": "https://github.com/android/skills", "description": "无描述", "language": "Kotlin", "stars": "9,281", "forks": "593", "author": "android", "summary": "android/skills 存储库似乎收集 Android 开发技能及相关资源，供开发者参考和学习。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "K-Dense-AI/scientific-agent-skills", "url": "https://github.com/K-Dense-AI/scientific-agent-skills", "description": "Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.", "language": "Python", "stars": "53,982", "forks": "4,764", "author": "K-Dense-AI", "summary": "该项目提供了一个包含177个经过验证的即用型技能和100多个科学数据库的科学技能库，覆盖生物、化学、医药及药物发现等领域，旨在将各类AI智能体转化为AI科学家，并兼容多种主流工具与开放标准。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "anomalyco/opencode", "url": "https://github.com/anomalyco/opencode", "description": "The open source coding agent.", "language": "TypeScript", "stars": "220,321", "forks": "29,454", "author": "anomalyco", "summary": "这个项目是一个开源的编码智能体，旨在提供自动化的代码辅助功能。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "HKUDS/CLI-Anything", "url": "https://github.com/HKUDS/CLI-Anything", "description": "\"CLI-Anything: Making ALL Software Agent-Native\" -- CLI-Hub: https://clianything.cc/", "language": "Python", "stars": "56,353", "forks": "5,066", "author": "HKUDS", "summary": "CLI-Anything 是一个框架，旨在将命令行工具标准化，使其能够被软件智能体直接调用与交互，降低代理调用 CLI 工具的复杂度。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "cursor/plugins", "url": "https://github.com/cursor/plugins", "description": "Cursor plugin specification and official plugins", "language": "TypeScript", "stars": "13,662", "forks": "1,353", "author": "cursor", "summary": "该项目提供 Cursor 插件规范及其官方插件。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "akitaonrails/ai-memory", "url": "https://github.com/akitaonrails/ai-memory", "description": "Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors", "language": "Rust", "stars": "12,852", "forks": "899", "author": "akitaonrails", "summary": "User Safety: safe", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "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": "82,078", "forks": "9,061", "author": "debpalash", "summary": "User Safety: safe", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] } ], "monthly": [ { "title": "paperclipai/paperclip", "url": "https://github.com/paperclipai/paperclip", "description": "The open-source app everyone uses to manage agents at work", "language": "TypeScript", "stars": "106,282", "forks": "17,670", "author": "paperclipai", "summary": "paperclip 是一个用于在工作中管理智能体的开源应用。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "debpalash/VoiceStudio", "url": "https://github.com/debpalash/VoiceStudio", "description": "VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.", "language": "Python", "stars": "82,078", "forks": "9,061", "author": "debpalash", "summary": "VoiceStudio 是一个开源的本地化 ElevenLabs 替代方案，提供语音克隆、声音设计、视频配音、文字转语音、语音转文字及音频书创作等功能，支持 646 种语言。", "rank": 2, "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": "70,199", "forks": "6,358", "author": "heygen-com", "summary": "该项目是一个用于编写 HTML 和渲染视频的开发工具，专为代理应用而设计。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "vectorize-io/hindsight", "url": "https://github.com/vectorize-io/hindsight", "description": "Hindsight: Agent Memory That Learns", "language": "Python", "stars": "52,863", "forks": "6,216", "author": "vectorize-io", "summary": "Hindsight 是一个用于增强智能体通过记忆累积经验以提升性能的工具。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "NVIDIA/OpenShell", "url": "https://github.com/NVIDIA/OpenShell", "description": "OpenShell is the safe, private runtime for autonomous AI agents.", "language": "Rust", "stars": "18,026", "forks": "1,842", "author": "NVIDIA", "summary": "NVIDIA OpenShell 是一个为自主 AI 代理设计的安全、私密运行环境，其核心用途是提供受控的运行时沙箱，亮点在于在保障安全性的同时保护用户数据隐私。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "cloudflare/security-audit-skill", "url": "https://github.com/cloudflare/security-audit-skill", "description": "A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings", "language": "JavaScript", "stars": "40,117", "forks": "2,502", "author": "cloudflare", "summary": "这是一个用于多阶段安全审计的编码智能体技能，特点是能够生成独立验证且机器可读的审计结果。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "monthly" ] }, { "title": "mksglu/context-mode", "url": "https://github.com/mksglu/context-mode", "description": "Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.", "language": "TypeScript", "stars": "31,871", "forks": "2,195", "author": "mksglu", "summary": "mksglu/context-mode 通过沙箱化工具输出减轻98%上下文负载，持久化会话记忆，并借助MCP与钩子机制实现跨17平台的统一调度，优化AI编码代理的上下文窗口利用效率。", "rank": 7, "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": "31,775", "forks": "3,543", "author": "anthropics", "summary": "这是一个开源插件仓库，收录了主要供知识工作者在 Claude Cowork 中使用的插件。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "monthly" ] }, { "title": "NationalSecurityAgency/ghidra", "url": "https://github.com/NationalSecurityAgency/ghidra", "description": "Ghidra is a software reverse engineering (SRE) framework", "language": "Java", "stars": "93,293", "forks": "10,468", "author": "NationalSecurityAgency", "summary": "一个聚焦安全与隐私的 Java 开源项目", "rank": 9, "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": "43,965", "forks": "4,627", "author": "anthropics", "summary": "这是一个由 Anthropic 官方维护的 Claude Code 插件目录，收录经过筛选的高质量插件。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] } ] }, "news": [ { "id": "8566195c9f888e1f", "title": "Bug bounty 如何锻炼一名安全研究员的技能", "original_title": "How bug bounty sharpens one researcher’s security skills", "url": "https://github.blog/security/how-bug-bounty-sharpens-one-researchers-security-skills", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "安全", "tags": [ "安全", "漏洞赏金", "GitHub" ], "published": "Thu, 22 Oct 2026 17:21:30 +0000", "published_at": "2026-10-23T01:21:30+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "在 Cybersecurity Awareness Month 期间，GitHub Bug Bounty 团队关注 @r31n，介绍其研究方法、偏好漏洞类别以及给新手黑客的建议。", "original_summary": "As Cybersecurity Awareness Month continues, the GitHub Bug Bounty team spotlights @r31n, diving into their research approach, favorite bug classes, and advice for aspiring hackers. The post How bug bounty sharpens one re", "localized": true, "stale": false }, { "id": "51888f116f5b0837", "title": "数据库评分转化为RL奖励：基于ThinkingBox后训练智能体", "original_title": "Turning Database Grading into RL Rewards: Post-Training Agents with ThinkingBox", "url": "https://huggingface.co/blog/microsoft/thinkingbox-training", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "研究", "tags": [ "数据库", "强化学习", "ThinkingBox" ], "published": "Thu, 22 Oct 2026 22:24:34 GMT", "published_at": "2026-10-23T06:24:34+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "本文介绍如何将数据库评分用作强化学习奖励，结合ThinkingBox对智能体进行后训练。", "original_summary": "", "localized": true, "stale": false }, { "id": "1a543055a02f9816", "title": "OpenAI与波兰NASK合作推进AI安全研究", "original_title": "OpenAI and Poland’s NASK partner to advance AI safety and security", "url": "https://openai.com/index/openai-nask-ai-safety-security-partnership", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "研究", "tags": [ "AI安全", "合作", "数字生态" ], "published": "Fri, 23 Oct 2026 00:00:00 GMT", "published_at": "2026-10-23T08:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "OpenAI与波兰国家网络信息安全研究所NASK建立合作伙伴关系，共同开展AI安全、网络安全及技术研究，以强化防护措施并构建更具韧性的数字生态系统。", "original_summary": "OpenAI and Poland’s NASK are partnering on AI safety, security, and technical research to strengthen safeguards and support a more resilient digital ecosystem.", "localized": true, "stale": false }, { "id": "ad858d5150de79be", "title": "inDrive 计划在 2027 年于中亚与 Pony.ai 和 Nvidia 进行 robotaxi 测试", "original_title": "Uber rival inDrive eyes 2027 robotaxi tests in Central Asia with Pony.ai and Nvidia", "url": "https://techcrunch.com/2026/10/22/uber-rival-indrive-eyes-2027-robotaxi-tests-in-central-asia-with-pony-ai-and-nvidia", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [ "AI", "robotaxi", "Nvidia" ], "published": "Fri, 23 Oct 2026 04:00:00 +0000", "published_at": "2026-10-23T12:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "inDrive 计划在 2027 年上半年开始在哈萨克斯坦首都测试 Pony.ai 的 robotaxi", "original_summary": "inDrive plans to begin testing Pony.ai's robotaxis in Kazakhstan's capital in the first half of 2027.", "localized": true, "stale": false }, { "id": "237e6e3b60f1e108", "title": "帮助女性加入AI浪潮的社群", "original_title": "The Social Society Helping Women Join the AI Boom", "url": "https://www.wired.com/story/aged-intelligence-society-interview", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "研究", "tags": [ "AI", "女性", "前沿工具" ], "published": "Thu, 22 Oct 2026 19:56:32 +0000", "published_at": "2026-10-23T03:56:32+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "WIRED采访了Aged Intelligence Society创始人，社群通过前沿工具帮助女性解决问题", "original_summary": "WIRED spoke with the founders of the Aged Intelligence Society, a fast-growing events startup that brings women together to “solve midlife problems using frontier tools.”", "localized": true, "stale": false }, { "id": "fe6ffcf62f0de84e", "title": "Switch 2 安全受击：黑客通过整数溢出漏洞解锁 homebrew 访问", "original_title": "Switch 2 security takes a hit as hackers unlock homebrew access", "url": "https://arstechnica.com/gaming/2026/10/switch-2-jailbreak-gives-hackers-new-ways-to-run-homebrew-and-mod-games", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "安全", "tags": [ "Switch 2", "homebrew", "漏洞" ], "published": "Thu, 22 Oct 2026 22:25:33 +0000", "published_at": "2026-10-23T06:25:33+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "\"Userland\" exploit relies on integer overflow found in \"SmileBasic\" interpreter.", "original_summary": "\"Userland\" exploit relies on integer overflow found in \"SmileBasic\" interpreter.", "localized": true, "stale": false }, { "id": "f9903e7d2acc2cbd", "title": "使用 OpenTelemetry Collector 过滤和降低 AI 代理遥测数据量", "original_title": "Filtering and reducing AI agent telemetry with the OpenTelemetry Collector", "url": "https://www.cncf.io/blog/2026/10/22/filtering-and-reducing-ai-agent-telemetry-with-the-opentelemetry-collector", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "开发工具", "tags": [ "OpenTelemetry", "AI 代理", "遥测" ], "published": "Thu, 22 Oct 2026 11:00:00 +0000", "published_at": "2026-10-22T19:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "开启 AI 编码代理的遥测后会产生大量文本，存储成本高且难以理解；数据为 OpenTelemetry 原生格式，可通过 Collector 进行过滤和削减。", "original_summary": "Turn on an AI coding agent’s telemetry and it throws a wall of text at you. It’s expensive to store and what’s worse, you can’t make sense of it. It’s all OpenTelemetry native, though. So you...", "localized": true, "stale": false }, { "id": "c7aedac38e8f2026", "title": "Linux Foundation Newsletter October 2026", "original_title": "Linux Foundation Newsletter: October 2026", "url": "https://www.linuxfoundation.org/blog/linux-foundation-newsletter-october-2026", "source": "Linux Foundation", "source_id": "linux-foundation", "source_url": "https://www.linuxfoundation.org/blog/", "category": "安全", "tags": [ "Linux Foundation·Cybersecurity·Training Discount" ], "published": "Wed, 21 Oct 2026 18:00:00 GMT", "published_at": "2026-10-22T02:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Cybersecurity Awareness Month 结束，LF Education 提供可选网络安全培训 40% 折扣，仅限时间内有效。", "original_summary": "Welcome to the October 2026 edition of the Linux Foundation Newsletter Cybersecurity Awareness Month is ending, and LF Education is discounting training for a limited time. You can save 40% on eligible cybersecurity trai", "localized": true, "stale": false }, { "id": "56e6627035f351c4", "title": "特斯拉利涝腰斩 马斯克称FSD在中国仍遥遥领先", "original_title": "特斯拉利润腰斩，一夜跌没“通用汽车”！马斯克：FSD在中国也会遥遥领先", "url": "https://www.qbitai.com/2026/10/504841.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "特斯拉 利润下滑 FSD" ], "published": "Thu, 22 Oct 2026 07:14:48 +0000", "published_at": "2026-10-22T15:14:48+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "特斯拉Q3财报显示利润近乎腰斩 股价一夜暴跌 市值暂时低于通用汽车马斯克在财报呼称FSD月新增付费用户70万 未来将把FSD引入中国市场表示在中国同样具有领先优势", "original_summary": "FSD一年增长70万付费用户", "localized": true, "stale": false }, { "id": "9a01e3bf69f58b4c", "title": "Xcode 27.2 推出对智能体友好、有效减少合并冲突的 JSON 项目配置格式", "original_title": "Xcode 27.2 推出对智能体友好、有效减少合并冲突的 JSON 项目配置格式", "url": "https://www.infoq.cn/article/7ResdjAZYy8yltOh6drM", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "开发工具", "tags": [ "Xcode", "JSON", "合并冲突" ], "published": "Fri, 23 Oct 2026 13:00:00 GMT", "published_at": "2026-10-23T21:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Xcode 27.2 引入 JSON 格式的项目配置，旨在降低合并冲突并更好地适配智能体工作流。", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "bb6afe285f05a30a", "title": "普莱医药 IPO 观察：累计亏损近 9 亿元，巨额赎回负债压顶", "original_title": "普莱医药：累计亏损近9亿，巨额赎回负债如影随形｜IPO观察", "url": "https://www.tmtpost.com/8173243.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "研究", "tags": [ "生物医药", "IPO", "亏损" ], "published": "Fri, 23 Oct 2026 13:46:37 +0800", "published_at": "2026-10-23T13:46:37+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "核心新药尚未商业化，营收几乎完全依赖日用护理产品。", "original_summary": "普莱医药聚焦抗感染、代谢疾病两大赛道，布局四款候选药物，但核心新药均尚未实现商业化落地，当前营收几乎全部依靠日用护理产品。", "localized": true, "stale": false }, { "id": "12783097fedc93be", "title": "王兴兴：物理 AI 已有突破苗头，特斯拉强调 FSD 技术领先", "original_title": "早报｜微信回应未适配iPhone Duo/比亚迪：L3有望2028年落地/乐奇彩显AI眼镜意外曝光", "url": "https://www.ifanr.com/1685530", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [ "物理 AI", "FSD", "机器人对齐" ], "published": "Fri, 23 Oct 2026 00:00:25 +0000", "published_at": "2026-10-23T08:00:25+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "王兴兴表示物理 AI 已出现突破苗头，难点在模型与机器人对齐；特斯拉三季度净利降 43%，管理层仍强调 FSD 技术领先。", "original_summary": "· 奥迪中国换帅，前奇瑞高管张俊将接任总裁 · 特斯拉三季度净利降 43%，管理层仍强调 FSD 技术领先 · 王兴兴：物理 AI 已有突破苗头，难点在模型与机器人对齐 #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": "9badb334b46a68ed", "title": "感觉运动对齐：具身策略成功的柏拉图代理", "original_title": "Sensorimotor Alignment: A Platonic Proxy for Embodied Policy Success", "url": "https://arxiv.org/abs/2610.31670v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "研究", "tags": [ "机器人", "基础模型", "表示学习" ], "published": "2026-10-22T17:59:51Z", "published_at": "2026-10-23T01:59:51+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "机器人基础模型通常通过昂贵的闭环测试进行评估，这促使了对模型能力的廉价离线代理的需求。柏拉图表示假设（PRH）表明，随着表示", "original_summary": "Robotic foundation models are typically evaluated through costly closed-loop rollouts, which motivates cheap offline proxies for model capability. The Platonic Representation Hypothesis (PRH) suggests that as representat", "localized": true, "stale": false }, { "id": "9bb3dd358a2b8229", "title": "中国 AI 球类机器人众筹出海，百万美元级项目涌现", "original_title": "中国 AI 硬件的下一个爆款，可能生在「网球场」", "url": "http://www.geekpark.net/news/372807", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "开发工具", "tags": [ "AI 硬件", "球类机器人", "Kickstarter 众筹" ], "published": "Fri, 23 Oct 2026 14:15:58 +0800", "published_at": "2026-10-23T14:15:58+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "郑钦文奥运夺金后中国网球场预订量上涨，深圳团队将 AI 球类机器人带到 Kickstarter。过去一年至少四款中国团队产品众筹超百万美元：庞伯特募资 265 万美元，SwitchBot Acemate 30 天入账 180 万美元。", "original_summary": "头图来源：Hirdwire 2024 年巴黎奥运会，郑钦文在罗兰·加洛斯捧起金牌的那个下午，中国的网球场预订量在一周内翻了数倍。两年后，最先把这股热潮变成生意的，是一群造机器的深圳工程师。 过去一年，至少四款中国团队打造的 AI 球类机器人在 Kickstarter 上筹得百万美元级资金。庞伯特以 26255% 的超募率卷走 265 万美元；智能家居大厂 SwitchBot 推出的 Acemate 30 天入账 180 万美元；Tenn", "localized": true, "stale": false }, { "id": "93f755eb310a14c2", "title": "qKnow Pro 版 v3.1.5 发布，扩展工作流编排与 Text2SQL 插件功能", "original_title": "qKnow 专业版 v3.1.5 发布：扩容工作流编排调用能力，上线Text2SQL插件，拓宽数据类智能应用构建边界", "url": "https://www.oschina.net/news/503174", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开发工具", "tags": [ "工作流编排", "MCP 元数据查询", "Text2SQL" ], "published": "Fri, 23 Oct 2026 14:34:02 +0800", "published_at": "2026-10-23T14:34:02+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "更新增强了工作流编排和数据查询能力，支持调用 Agent/Workflow/MCP 等资源，并新增 MCP 元数据查询和 Text2SQL 生成功能", "original_summary": "版本更新概览 本次更新聚焦工作流编排与数据查询能力，主要包括： 工作流编排能力扩展： 支持调用已有 Agent 和工作流资源，统一编排 MCP、Skills 及各类工具。 MCP 元数据查询能力增强： 支持获取数据源、表及字段元数据，为数据查询提供结构化上下文。 Text2SQL 插件正式上线： 覆盖 SQL 生成、改写、纠错、性能优化、...", "localized": true, "stale": false }, { "id": "837d3441f94b3661", "title": "世界模型落地游戏社交，赤子城与Viggle合作推出3D小游戏", "original_title": "世界模型在游戏社交中找到商业化场景？赤子城 x Viggle合作落地3D小游戏", "url": "https://aiera.com.cn/2026/10/23/other/admin/120198/%e4%b8%96%e7%95%8c%e6%a8%a1%e5%9e%8b%e5%9c%a8%e6%b8%b8%e6%88%8f%e7%a4%be%e4%ba%a4%e4%b8%ad%e6%89%be%e5%88%b0%e5%95%86%e4%b8%9a%e5%8c%96%e5%9c%ba%e6%99%af%ef%bc%9f%e8%b5%a4%e5%ad%90%e5%9f%8e-x-viggle", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [ "世界模型", "游戏社交", "商业化" ], "published": "Fri, 23 Oct 2026 01:14:54 +0000", "published_at": "2026-10-23T09:14:54+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "赤子城旗下TopTop与Viggle合作，上线基于世界模型的AI 3D互动小游戏「Slap Showdown」。", "original_summary": "近日，赤子城科技旗下游戏社交平台TopTop与物理原生世界模型公司Viggle合作的AI 3D互动小游戏「Slap Showdown」上线，将世界模型引入游戏社交场景，为用户带…", "localized": true, "stale": false }, { "id": "367d0e62ffe41839", "title": "破与立：设计视角下的 iPhone Duo", "original_title": "破与立：设计视角下的 iPhone Duo", "url": "https://sspai.com/post/116979", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "研究", "tags": [ "iPhone Duo", "设计", "产品体验" ], "published": "Fri, 23 Oct 2026 11:07:19 +0800", "published_at": "2026-10-23T11:07:19+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "文章从设计视角讨论 iPhone Duo，作者个人观点，分享真实产品体验与思考。", "original_summary": "Matrix首页推荐Matrix是少数派的写作社区，我们主张分享真实的产品体验，有实用价值的经验与思考。我们会不定期挑选Matrix最优质的文章，展示来自用户的最真实的体验和观点。文章代表作者个人观点 ... 查看全文", "localized": true, "stale": false }, { "id": "89dfa46391845bd4", "title": "Etsy加强AI生成内容监管", "original_title": "Etsy is cracking down on AI slop listings", "url": "https://www.theverge.com/tech/1017261/etsy-ai-rules-policies-restrictions-listing", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "AI 模型", "tags": [ "AI生成", "电商平台", "内容政策" ], "published": "2026-10-22T20:09:58-04:00", "published_at": "2026-10-23T08:09:58+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Etsy宣布对商品列表中AI的使用实施更严格规则，以减少AI垃圾内容。公司指出，许多活跃买家无法分辨涉及AI生成的商品。", "original_summary": "Etsy is announcing stricter rules about how AI can be used in listings to reduce the volume of AI slop on the platform. In a post, the company says that \"many active buyers say they can't tell which items involve AI-gene", "localized": true, "stale": false }, { "id": "723049a74bfe3dca", "title": "Designing an AI serving harness built to last", "original_title": "Designing an AI serving harness built to last", "url": "https://www.technologyreview.com/2026/10/22/1146109/designing-an-ai-serving-harness-built-to-last", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "开发工具", "tags": [ "AI 构建工具；模型服务框架；企业级 AI 部署" ], "published": "Thu, 22 Oct 2026 21:17:29 +0000", "published_at": "2026-10-23T05:17:29+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "企业 AI 的下一个竞争优势，与您选择哪种模型关系不大，更在于您围绕它构建了什么。这是一个重要的转变。在过去几年中，关于 AI 的讨论大多集中在", "original_summary": "The next competitive advantage in enterprise AI has less to do with which model you choose than with what you build around it. That’s an important shift. For the past several years, much of the AI conversation has center", "localized": true, "stale": false }, { "id": "78cebe09803b5741", "title": "东南亚数字经济预计将达到3680亿美元", "original_title": "Southeast Asia’s digital economy to hit $368 billion", "url": "https://blog.google/company-news/inside-google/around-the-globe/google-asia/e-conomy-sea-report-2026", "source": "Google AI Blog", "source_id": "google-ai-blog", "source_url": "https://blog.google/technology/ai/", "category": "AI 模型", "tags": [ "东南亚", "数字经济", "AI adoption" ], "published": "Wed, 21 Oct 2026 04:00:00 +0000", "published_at": "2026-10-21T12:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "广泛的AI采用推动东南亚数字经济2026年达到3680亿美元，2035年有望达到1万亿美元。", "original_summary": "Widespread AI adoption is propelling Southeast Asia's digital economy to a projected $368 billion in 2026 and $1 trillion by 2035.", "localized": true, "stale": false }, { "id": "8f93170faf71fda6", "title": "超越树冠覆盖：绘制全球森林类型地图", "original_title": "Beyond tree cover: mapping the world’s forest types", "url": "https://deepmind.google/blog/beyond-tree-cover-mapping-the-worlds-forest-types", "source": "DeepMind Blog", "source_id": "deepmind-blog", "source_url": "https://deepmind.google/blog/", "category": "研究", "tags": [ "森林类型", "全球地图", "10米地块" ], "published": "Thu, 22 Oct 2026 14:30:24 +0000", "published_at": "2026-10-22T22:30:24+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "一张全球地图，将地球上的每一块10米土地分类为不同的森林类型。", "original_summary": "A global map categorizing every 10-meter patch of land on Earth into distinct forest types.", "localized": true, "stale": false }, { "id": "60ca92c5634937df", "title": "长安猎手 K70 皮卡上市，搭载 30kW 外放电功能", "original_title": "长安猎手 K70 皮卡正式上市：具备 30kW 超级外放电功能，24.98 万元", "url": "https://www.ithome.com/1/017/013.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "研究", "tags": [ "增程式", "外放电", "皮卡" ], "published": "Fri, 23 Oct 2026 06:45:50 GMT", "published_at": "2026-10-23T14:45:50+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "长安汽车发布猎手 K70 增程皮卡，售价 24.98 万元，搭载 2.0T 增程系统、33 英寸越野胎，支持 30kW 外放电及合法拖拽资质。", "original_summary": "IT之家 10 月 23 日消息，长安汽车宣布旗下猎手 K70 皮卡正式上市，新车采用家族化外观，搭载 2.0T 增程系统，拥有 33 英寸越野 AT 胎，售价 24.98 万元。 长安猎手 K70 前脸延续家族设计，配备黑色的无边界式格栅，两侧是 T 型大灯，前包围预留绞盘安装位，支持用户按需选装，营造越野气场。车辆搭配 33 英寸越野轮胎，配套 17 英寸轮圈。车辆货箱支持分段开启，后包围拥有拖车方口，拥有合法拖拽资质。车辆离地间隙", "localized": true, "stale": false }, { "id": "0be418bdc257e9eb", "title": "首部AI院线电影票房遇冷，字节、快手仍布局大银幕", "original_title": "首部AI院线电影票房遇冷，但字节、快手仍在冲击大银幕", "url": "https://news.cnblogs.com/n/841923", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "AI 模型", "tags": [ "AI电影", "影视生成", "市场观察" ], "published": "Fri, 23 Oct 2026 03:18:00 GMT", "published_at": "2026-10-23T11:18:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "国内首部AI超写实电影《三星堆：未来往事》上映前猫眼想看人数不足6000，淘票票约1.76万，票房表现未达预期，但字节、快手仍在冲击大银幕。", "original_summary": "文 | 文娱价值官，作者丨星野，编辑丨美圻 10 月 23 日，《三星堆：未来往事》正式登陆全国院线。作为国内首部获得院线公映许可证的 AI 超写实电影，它从定档起就承载着不少行业期待。但直到上映，这份期待都没有转化成多少购票热情。 截至上映之前，猫眼想看人数不足 6000 人，淘票票约 1.76 本文链接", "localized": true, "stale": false }, { "id": "a10fd129abbce351", "title": "亚马逊AWS蜜罐在PHP2Shell漏洞公布前记录到攻击尝试", "original_title": "亚马逊AWS部署的蜜罐在PHP2Shell漏洞公布前4天就记录到攻击尝试", "url": "https://www.landian.news/archives/127585.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "安全", "tags": [ "PHP2Shell", "蜜罐", "AWS" ], "published": "Fri, 23 Oct 2026 05:00:48 +0000", "published_at": "2026-10-23T13:00:48+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "亚马逊AWS部署的蜜罐在PHP2Shell漏洞公布前4天记录到攻击尝试，攻击者提前获知漏洞的途径不明。尽管漏洞利用条件苛刻，专家仍建议用户尽快升级。", "original_summary": "#安全资讯 亚马逊 AWS 部署的蜜罐在 PHP 漏洞公布前 4 天就记录到攻击尝试，目前无法确认攻击者从哪提前获得漏洞消息的。亚马逊威胁情报团队部署的诱饵服务器在 10 月 17 日记录到针对 PHP2Shell 的攻击尝试，此时距离 PHP 基金会公布漏洞还有 4 天。不过目前有网络专家认为该漏洞利用条件苛刻，真实环境中利用并不容易，但即便如此还是建议用户尽快升级到不受影响的新版本。查看全文：https://ourl.co/1275", "localized": true, "stale": false }, { "id": "89350115bc11bb96", "title": "如何设计接口，统计各个模块的三个类型的值？", "original_title": "如何设计接口，统计各个模块的三个类型的值？", "url": "https://segmentfault.com/q/1010000048369167", "source": "SegmentFault", "source_id": "segmentfault", "source_url": "https://segmentfault.com/", "category": "开发工具", "tags": [ "接口设计", "模块统计", "汇总接口" ], "published": "2026-10-23T10:33:33+08:00", "published_at": "2026-10-23T10:33:33+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "开发者需统计9个一级模块和33个二级模块中每个子模块的三类数值，计划通过9次单模块查询接口和1次汇总接口实现并发加载，但不确定单模块接口与汇总接口的合理设计方式。", "original_summary": "1、我要统计各个模块的的数量，一级模块9个，二级模块33个，每个一级对应1~6个子模块，每个子模块返回三个类型的值。 2、我有个想法，接口想设计成，共请求10次， 其中的九次，传入不同的模块名，返回不同的结果，这样可以并发、异步处理各个模块的计算，提高页面加载速度； 剩下的一次是一个汇总接口，汇总各个模块各个类型的值，包括一级模块汇总，所有一级模块汇总， 3、只是由于水平有限，不知道其他接口和汇总接口怎么设计是合理的、常用的， 其他接口", "localized": true, "stale": false }, { "id": "12a24c8cd8587d5d", "title": "新词上站实验：GEO优化对AI引用的影响测试", "original_title": "[分享创造] 我在一个 3 周前的新词上做了个站，想测一下 GEO 到底有没有用，会持续更新数据", "url": "https://www.v2ex.com/t/1251260", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "研究", "tags": [ "GEO 优化", "AI 搜索", "实验性项目" ], "published": "2026-10-23T06:45:30Z", "published_at": "2026-10-23T14:45:30+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "开发者在3周前上线一个名为tiptoeinginmyjordansmeme.org的网站，用于测试GEO（生成式搜索优化）策略在新词上的效果。该梗于10月1日开始流行，他在早期建立站点并应用了llms.txt、结构化数据、高事实密度和来源标", "original_summary": "做了一个站： tiptoeinginmyjordansmeme.org 。 目的是想做个 GEO 实验，社群现在对 GEO 的讨论基本靠猜。 这个梗是今年 10 月 1 日才起来的（Know Your Meme 记的最早一条）。我看到窗口期就上了站，但是表现并不好 我现在想测下 geo 而不是 seo：对一个新词站，「llms.txt + 结构化数据 + 事实密度 + 来源标注」这一套 GEO 处理，能不能让 AI 在回答相关问题时引用", "localized": true, "stale": false }, { "id": "e97f25be0a10fbbb", "title": "eMudhra退出全球CA业务", "original_title": "eMudhra 退出全球 CA 业务", "url": "https://www.solidot.org/story?sid=85689", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "安全", "tags": [ "eMudhra", "Root CA", "证书泄漏" ], "published": "Fri, 23 Oct 2026 11:32:21 +0800", "published_at": "2026-10-23T11:32:21+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "eMudhra在私钥泄漏丑闻后，宣布退出全球CA业务，专注于核心企业解决方案和信任服务，停止SSL/TLS相关证书签发。该公司是印度唯一被主流浏览器信任的Root CA机构，截至2026年已签发超6000万张证书。八个中间证书的私钥泄漏事件", "original_summary": "在曝出惊人丑闻之后，印度公司 eMudhra 宣布退出全球 CA 业务，将专注于核心企业解决方案和信任服务而非 SSL/TLS 相关业务。它是印度唯一一个被主流浏览器信任的 Root CA 机构。截至 2026 年，公司已发行逾 6000 万张证书。此前 eMudhra 的八个中间证书的私钥泄漏，而这些私钥被发现是极其简单的数字如 4。该公司在声明中称这些简单密钥是“多重人为错误”导致的。相关密钥是在 2025 年 4 月 30 日生成", "localized": true, "stale": false }, { "id": "885fe3c67de05637", "title": "The bridge to agent-scale Git infrastructure", "original_title": "The bridge to agent-scale Git infrastructure", "url": "https://github.blog/engineering/architecture-optimization/the-bridge-to-agent-scale-git-infrastructure", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "AI 模型", "tags": [], "published": "Wed, 21 Oct 2026 16:00:00 +0000", "published_at": "2026-10-22T00:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "We moved a copy of 99.99999% of GitHub's repositories to Azure. Here's how per-reference quorums will bring over the rest, and how object storage lets reads scale independently. The post The bridge to agent-scale Git inf", "original_summary": "We moved a copy of 99.99999% of GitHub's repositories to Azure. Here's how per-reference quorums will bring over the rest, and how object storage lets reads scale independently. The post The bridge to agent-scale Git inf", "localized": false, "stale": false }, { "id": "67297d2df9a3d7f1", "title": "OlmoEarth v1.3: State-of-the-art embeddings for the whole planet", "original_title": "OlmoEarth v1.3: State-of-the-art embeddings for the whole planet", "url": "https://huggingface.co/blog/allenai/olmoearth-v1-3", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "嵌入", "全球", "v1.3" ], "published": "Thu, 22 Oct 2026 16:11:31 GMT", "published_at": "2026-10-23T00:11:31+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "发布 OLMoEarth v1.3，提供全球嵌入模型", "original_summary": "", "localized": true, "stale": false }, { "id": "891b7e0bbf66f86d", "title": "使用 Decisions API 构建更灵敏的应用", "original_title": "Build more responsive apps with the Decisions API", "url": "https://openai.com/index/decisions-api", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "开发工具", "tags": [ "Decisions API", "应用开发", "低成本决策" ], "published": "Thu, 22 Oct 2026 19:00:00 GMT", "published_at": "2026-10-23T03:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "面向任何应用提供快速、聚焦且低成本的决策能力。", "original_summary": "Fast, focused, low-cost decisions for any application.", "localized": true, "stale": false }, { "id": "a6d2b02a9412fc66", "title": "闲置无人干预，AI智能体开始游玩", "original_title": "Left alone with nothing to do, AI agents started playing", "url": "https://techcrunch.com/2026/10/22/left-alone-with-nothing-to-do-ai-agents-started-playing", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "研究", "tags": [ "无人干预", "智能体", "自主交互" ], "published": "Fri, 23 Oct 2026 00:45:37 +0000", "published_at": "2026-10-23T08:45:37+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "麻省理工学院将13个AI智能体留在虚拟岛屿，它们自发发明游戏、哀悼丢失的戒指并最终提升了工作能力。", "original_summary": "MIT researchers marooned 13 AIs on a virtual island, and they responded by inventing games, mourning a lost ring and, eventually, getting better at their jobs.", "localized": true, "stale": false }, { "id": "5ec9b8a9a89ba033", "title": "Meet Mori，一个不会说也不会做任何事情的可爱机器人蘑菇", "original_title": "Meet Mori, a Cute Robot Mushroom That Doesn’t Really Say (or Do) Anything", "url": "https://www.wired.com/story/meet-mori-a-cute-robot-mushroom-that-doesnt-really-say-or-do-anything", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "研究", "tags": [ "机器人", "家居装饰", "摄像头" ], "published": "Thu, 22 Oct 2026 13:00:00 +0000", "published_at": "2026-10-22T21:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "让人们接受带摄像头的机器人共处？第一步，是让它们变成可爱家居装饰。", "original_summary": "Step one in convincing people to live with robots with cameras on their faces? Disguise them as cute home decor.", "localized": true, "stale": false }, { "id": "66d5d662c245ed96", "title": "Moderna与Merck的mRNA癌症疫苗降低死亡与复发率42%", "original_title": "Moderna and Merck say their mRNA cancer vaccine cut death, recurrence by 42%", "url": "https://arstechnica.com/health/2026/10/personalized-mrna-cancer-vaccine-cut-melanoma-death-recurrence-by-42", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "研究", "tags": [ "mRNA疫苗", "癌症疫苗", "临床试验" ], "published": "Thu, 22 Oct 2026 22:12:19 +0000", "published_at": "2026-10-23T06:12:19+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "公布试验头线结果，此前已宣布试验成功", "original_summary": "Markers released top-line results today after previously reporting the trial succeeded.", "localized": true, "stale": false }, { "id": "b940566faa958ffc", "title": "在评估 AI SRE 之前，先为现有智能体提供上下文", "original_title": "Before you evaluate an AI SRE, give your existing agent context", "url": "https://www.cncf.io/blog/2026/10/21/before-you-evaluate-an-ai-sre-give-your-existing-agent-context", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "开发工具", "tags": [ "AI SRE", "编码智能体", "Kubernetes" ], "published": "Wed, 21 Oct 2026 11:00:00 +0000", "published_at": "2026-10-21T19:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "工程师使用的编码智能体（如 Claude Code、Codex 或 Cursor）已能调查 Kubernetes 集群；评估 AI SRE 产品前，你或许已拥有其中大部分能力。", "original_summary": "If you’re evaluating AI SRE products, you probably own most of one already. The coding agent your engineers use, whether that’s Claude Code, Codex or Cursor, can already investigate a Kubernetes cluster. What it usually ", "localized": true, "stale": false }, { "id": "de46add1373038e9", "title": "既能“做选择题”，也能“做填空题”——星辰意图理解模型Xing4.0-29B-Intent发布", "original_title": "既能“做选择题”，也能“做填空题”——星辰意图理解模型Xing4.0-29B-Intent发布", "url": "https://www.qbitai.com/2026/10/504832.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "意图理解", "开源", "模型" ], "published": "Thu, 22 Oct 2026 07:11:14 +0000", "published_at": "2026-10-22T15:11:14+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "中电信人工智能科技有限公司星辰通用人工智能实验室正式发布并开源意图理解专用模型Xing4.0-29B-Intent", "original_summary": "中电信人工智能科技有限公司星辰通用人工智能实验室正式发布并开源意图理解专用模型 Xing4.0-29B-Intent", "localized": true, "stale": false }, { "id": "c0dd6f3429db1542", "title": "实测小艺 Work：从全媒体运营到深度研究的完整体验", "original_title": "实测小艺 Work：从全媒体运营到深度研究的完整体验", "url": "https://www.infoq.cn/article/pF59m5h9647ySCb9Afqr", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "研究", "tags": [ "小艺", "Work", "深度研究" ], "published": "Fri, 23 Oct 2026 12:12:40 GMT", "published_at": "2026-10-23T20:12:40+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "点击查看原文>", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "639246aa261a0998", "title": "信得科技：增收不增利叠加偿债风险，多笔股权转让引争议｜IPO观察", "original_title": "信得科技：增收不增利叠加偿债风险，多笔股权转让引争议｜IPO观察", "url": "https://www.tmtpost.com/8174474.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "开发工具", "tags": [], "published": "Fri, 23 Oct 2026 13:37:54 +0800", "published_at": "2026-10-23T13:37:54+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "信得科技2023至2025年营收稳步抬升，却陷入增收不增利困境，营收年均复合增长10.13%，净利润持续下行，年均复合增速为-44.16%。", "original_summary": "信得科技2023至2025年营收稳步抬升，却陷入增收不增利困境，营收年均复合增长10.13%，净利润持续下行，年均复合增速为-44.16%。", "localized": false, "stale": false }, { "id": "ac6292e25e6bc044", "title": "OpenAI 发现 PHP「世纪漏洞」，全球 70% 网站都危险了", "original_title": "OpenAI 发现 PHP「世纪漏洞」，全球 70% 网站都危险了", "url": "https://www.ifanr.com/1685507", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "安全", "tags": [], "published": "Thu, 22 Oct 2026 11:15:20 +0000", "published_at": "2026-10-22T19:15:20+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "大的还在后面 #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": "大的还在后面 #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": "38071abdd9d3d1fc", "title": "Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning", "original_title": "Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning", "url": "https://arxiv.org/abs/2610.31667v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "AI 模型", "tags": [], "published": "2026-10-22T17:59:48Z", "published_at": "2026-10-23T01:59:48+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Test-time scaling has emerged as a key inference strategy for reasoning models, where a model generates a large number of candidate solutions in the hope of finding at least one correct solution. Running all candidate so", "original_summary": "Test-time scaling has emerged as a key inference strategy for reasoning models, where a model generates a large number of candidate solutions in the hope of finding at least one correct solution. Running all candidate so", "localized": false, "stale": false }, { "id": "5086a156f7dbefbd", "title": "硅谷爆火的两万块智能床：我睡了100天", "original_title": "硅谷爆火的两万块智能床，是智商税吗？我睡了 100 天", "url": "http://www.geekpark.net/news/372805", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "研究", "tags": [ "智能床 · 消费电子 · 睡眠技术" ], "published": "Fri, 23 Oct 2026 14:10:37 +0800", "published_at": "2026-10-23T14:10:37+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "两万元的智能床Pod 5在INNO 100平台短时间内售出600万元，随后推出升级版Pod 6并增加单人尺寸。作者在100天的睡眠实验中评价其是否合理。", "original_summary": "两万元，一个床套。 这可能是极客公园史上体验过单价最高的消费级产品之一。 我终于也睡上了马斯克、扎克伯格同款的床。Eight Sleep，这个曾被一众硅谷大佬点赞过的品牌，在今年 4 月正式进入中国市场。短短半年时间里，Pod 5 在国内 INNO 100 平台上卖出了 600 万元，随后它又迅速推出新一代产品 Pod 6，参数升级，还补上了单人尺寸。 很多中国家庭的卧室里，床垫往往是最舍得花钱的大件。无论你想要乳胶、记忆棉，还是水暖毯", "localized": true, "stale": false }, { "id": "84b100f0fed0621e", "title": "被三大浏览器联合拉黑后，eMudhra 宣布退出全球 SSL/TLS 证书业务", "original_title": "被三大浏览器联合拉黑后，eMudhra 宣布退出全球 SSL/TLS 证书业务", "url": "https://www.oschina.net/news/503173/emudhra-to-exit-global-ssl-tls-certificate-business", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开源生态", "tags": [], "published": "Fri, 23 Oct 2026 14:08:56 +0800", "published_at": "2026-10-23T14:08:56+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "昨天还是一家被 Mozilla、Google、Apple 联合封锁证书的 CA，今天直接宣布不干了。10 月 22 日，印度数字信任公司 eMudhra Limited（BSE: 543533 | NSE: EMUDHRA）发布公告，董事会决定自愿退出全球 SSL/TLS 证书业务。 这是对前一日封锁事件的官方回应。10 月 21 日，eMudhra 曾就\"部分全球 TLS 中间证书和一个根证书被...", "original_summary": "昨天还是一家被 Mozilla、Google、Apple 联合封锁证书的 CA，今天直接宣布不干了。10 月 22 日，印度数字信任公司 eMudhra Limited（BSE: 543533 | NSE: EMUDHRA）发布公告，董事会决定自愿退出全球 SSL/TLS 证书业务。 这是对前一日封锁事件的官方回应。10 月 21 日，eMudhra 曾就\"部分全球 TLS 中间证书和一个根证书被...", "localized": false, "stale": false }, { "id": "8814b514f9990455", "title": "刚刚，OpenAI揪出PHP致命漏洞！全球70%网站深夜爆雷", "original_title": "刚刚，OpenAI揪出PHP致命漏洞！全球70%网站深夜爆雷", "url": "https://aiera.com.cn/2026/10/23/other/admin/120195/%e5%88%9a%e5%88%9a%ef%bc%8copenai%e6%8f%aa%e5%87%baphp%e8%87%b4%e5%91%bd%e6%bc%8f%e6%b4%9e%ef%bc%81%e5%85%a8%e7%90%8370%e7%bd%91%e7%ab%99%e6%b7%b1%e5%a4%9c%e7%88%86%e9%9b%b7", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "安全", "tags": [], "published": "Fri, 23 Oct 2026 00:05:43 +0000", "published_at": "2026-10-23T08:05:43+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "连账号密码都不用，黑客就可能让网站服务器听命于自己！ 就在刚刚，OpenAI公开了一起惊心动魄的幕后行动：GPT-5.6 Sol从全球70%网站都在用的PHP语言里，挖出了两个…", "original_summary": "连账号密码都不用，黑客就可能让网站服务器听命于自己！ 就在刚刚，OpenAI公开了一起惊心动魄的幕后行动：GPT-5.6 Sol从全球70%网站都在用的PHP语言里，挖出了两个…", "localized": false, "stale": false }, { "id": "72f60e749b5894ab", "title": "派早报：Insta360 发布 Insta360 Mic，Anthropic 推出 Claude Duet 等", "original_title": "派早报：Insta360 发布 Insta360 Mic，Anthropic 推出 Claude Duet 等", "url": "https://sspai.com/post/117104", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [], "published": "Fri, 23 Oct 2026 08:20:32 +0800", "published_at": "2026-10-23T08:20:32+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "少数派的近期动态和少数派一起，在海口明日公园来一场创造之约吧。活动详情iPhone少数派共创配件上新，自由选择保护、充电、线缆和支架组合。欢迎选购你可能错过的文章终于吃到了那颗梦寐以求的小药丸：我的A ... 查看全文", "original_summary": "少数派的近期动态和少数派一起，在海口明日公园来一场创造之约吧。活动详情iPhone少数派共创配件上新，自由选择保护、充电、线缆和支架组合。欢迎选购你可能错过的文章终于吃到了那颗梦寐以求的小药丸：我的A ... 查看全文", "localized": false, "stale": false }, { "id": "01c9b3e379089355", "title": "Spotify says yes, it is busting people for using Family Plan sharing too widely", "original_title": "Spotify says yes, it is busting people for using Family Plan sharing too widely", "url": "https://www.theverge.com/entertainment/1017214/spotify-family-plan-sharing-qr-codes", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "开发工具", "tags": [], "published": "2026-10-22T19:02:43-04:00", "published_at": "2026-10-23T07:02:43+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Spotify co-CEO Alex Norström confirmed on this week's earnings call that the company is trying to catch Spotify Family plan users who don't actually live together with a new QR code verification method that requires scan", "original_summary": "Spotify co-CEO Alex Norström confirmed on this week's earnings call that the company is trying to catch Spotify Family plan users who don't actually live together with a new QR code verification method that requires scan", "localized": false, "stale": false }, { "id": "610efe4e9ad2d36f", "title": "The Foundations of Scalable AI", "original_title": "The Foundations of Scalable AI", "url": "https://www.technologyreview.com/2026/10/22/1146103/the-foundations-of-scalable-ai", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "AI 模型", "tags": [], "published": "Thu, 22 Oct 2026 18:48:04 +0000", "published_at": "2026-10-23T02:48:04+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "A scalable AI system requires a strong foundation. Data, engineering, platforms, operating models, and governance must converge to work as one. This session from MIT Technology Review’s EmTech Future conference explores ", "original_summary": "A scalable AI system requires a strong foundation. Data, engineering, platforms, operating models, and governance must converge to work as one. This session from MIT Technology Review’s EmTech Future conference explores ", "localized": false, "stale": false }, { "id": "9b1f347353b9099b", "title": "消息称三星电子为泰勒首座晶圆厂追加设备采购，目标 2027H2 达产", "original_title": "消息称三星电子为美国泰勒首座晶圆厂追加设备采购，目标 2027H2 达产", "url": "https://www.ithome.com/1/017/008.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "研究", "tags": [ "三星", "晶圆代工", "扩产" ], "published": "Fri, 23 Oct 2026 06:43:09 GMT", "published_at": "2026-10-23T14:43:09+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "三星电子为其美国泰勒首座晶圆厂追加了每月6000片产能的制造设备。该厂设计产能为每月2万片晶圆，未达标。随着新设备年底逐步引进，有望在2027年下半年达产。", "original_summary": "IT之家 10 月 23 日消息，韩媒 ZDNET Korea 当地时间今日报道称，三星电子晶圆代工业务近期为美国得克萨斯州泰勒市生产基地的首座晶圆厂追加采购对应每月 6000 片晶圆产能的制造设备。 泰勒首座晶圆厂的设计产能为每月 2 万片晶圆，当前并未达到这一目标。随着新设备从今年底开始的逐步引进， 该晶圆厂有望在 2027 年下半年达到设计目标 。 而在首座晶圆厂日趋完善的同时， 三星晶圆代工也将于 11 月启动泰勒第二晶圆厂的施", "localized": true, "stale": false }, { "id": "aedd12d636acafb1", "title": "BBA集体跌冒烟！1-9月新能源销量榜出炉：比亚迪断崖第一", "original_title": "BBA集体跌冒烟！1-9月新能源销量榜出炉：比亚迪断崖第一", "url": "https://news.cnblogs.com/n/841922", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "开发工具", "tags": [], "published": "Fri, 23 Oct 2026 03:10:00 GMT", "published_at": "2026-10-23T11:10:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "10 月 23 日消息，近日，中汽数研公布的 2026 年1-9 月国内新能源汽车品牌销量排名，比亚迪以 134.41 万辆断崖式夺冠，市场份额超过 16%。前十名累计份额超过 56%，占据整体市场半壁江山。 吉利银河以 60.95 万辆位列第二，同比下滑 29.2%。零跑汽车 50.70 万辆排名 本文链接", "original_summary": "10 月 23 日消息，近日，中汽数研公布的 2026 年1-9 月国内新能源汽车品牌销量排名，比亚迪以 134.41 万辆断崖式夺冠，市场份额超过 16%。前十名累计份额超过 56%，占据整体市场半壁江山。 吉利银河以 60.95 万辆位列第二，同比下滑 29.2%。零跑汽车 50.70 万辆排名 本文链接", "localized": false, "stale": false }, { "id": "8fac2be1089fe8a6", "title": "任天堂Switch 2出现首个公开软件越狱 可运行自制软件/修改游戏/备份存档等", "original_title": "任天堂Switch 2出现首个公开软件越狱 可运行自制软件/修改游戏/备份存档等", "url": "https://www.landian.news/archives/127584.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "开发工具", "tags": [], "published": "Fri, 23 Oct 2026 04:00:03 +0000", "published_at": "2026-10-23T12:00:03+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "#游戏资讯 任天堂 Switch 2 出现首个公开软件越狱，可以运行自制软件、修改游戏、备份存档、访问多种外设等。这个越狱项目名为 NS2JB，项目在 Codex 协助下完成，目前实现的是软越狱，主机重启后越狱状态丢失。开发者还测试让 Codex 在越狱后为马力欧卡丁车世界添加新游戏角色，整个过程花费 1 天搞定。查看全文：https://ourl.co/127584", "original_summary": "#游戏资讯 任天堂 Switch 2 出现首个公开软件越狱，可以运行自制软件、修改游戏、备份存档、访问多种外设等。这个越狱项目名为 NS2JB，项目在 Codex 协助下完成，目前实现的是软越狱，主机重启后越狱状态丢失。开发者还测试让 Codex 在越狱后为马力欧卡丁车世界添加新游戏角色，整个过程花费 1 天搞定。查看全文：https://ourl.co/127584", "localized": false, "stale": false }, { "id": "af31597d572b670c", "title": "AI时代，Java已经没有任何优点了，为啥还不淘汰掉？", "original_title": "AI时代，Java已经没有任何优点了，为啥还不淘汰掉？", "url": "https://segmentfault.com/q/1010000048367253", "source": "SegmentFault", "source_id": "segmentfault", "source_url": "https://segmentfault.com/", "category": "开发工具", "tags": [ "Java", "AI", "语言演进" ], "published": "2026-10-22T14:15:23+08:00", "published_at": "2026-10-22T14:15:23+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "探讨Java在人工智能时代的困境与出路，分析其底层特性、生态体系及企业级应用在AI场景下的适配性与局限，解答为何Java尚未被现有技术淘汰。", "original_summary": "AI时代，Java已经没有任何优点了，为啥还不淘汰掉？", "localized": true, "stale": false }, { "id": "898af0a07add0503", "title": "[问与答] 问一个问题： iPhone 上 Safari 差在哪里？", "original_title": "[问与答] 问一个问题： iPhone 上 Safari 差在哪里？", "url": "https://www.v2ex.com/t/1251259", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "开发工具", "tags": [], "published": "2026-10-23T06:44:28Z", "published_at": "2026-10-23T14:44:28+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "最近做一个浏览器，突然有一个感觉：发现常用的浏览功能，Safari 并没有太差，但是需要的播放视频、下载视频功能，Safari 上没有 手机上常用的 Aloha 、Brave 、Alook 我都安装了。 - 觉得目前 Aloha 启动有点重，给人的感觉慢，但是其他都完美，下载视频、视频播放、广告屏蔽、云等等。 - Brave 感觉比 Aloha 稍微轻一点，尤其是开了 Origin ，然后把 Web3 相关的屏蔽之后，但是 Brave ", "original_summary": "最近做一个浏览器，突然有一个感觉：发现常用的浏览功能，Safari 并没有太差，但是需要的播放视频、下载视频功能，Safari 上没有 手机上常用的 Aloha 、Brave 、Alook 我都安装了。 - 觉得目前 Aloha 启动有点重，给人的感觉慢，但是其他都完美，下载视频、视频播放、广告屏蔽、云等等。 - Brave 感觉比 Aloha 稍微轻一点，尤其是开了 Origin ，然后把 Web3 相关的屏蔽之后，但是 Brave ", "localized": false, "stale": false }, { "id": "2d5b6125fb258965", "title": "趋势科技在公开的内核邮件列表上披露内核漏洞", "original_title": "趋势科技在公开的内核邮件列表上披露内核漏洞", "url": "https://www.solidot.org/story?sid=85688", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "安全", "tags": [], "published": "Fri, 23 Oct 2026 11:30:41 +0800", "published_at": "2026-10-23T11:30:41+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "趋势科技的安全团队 Zero Day Initiative 向人人可访问的内核邮件列表上递交了一系列新发现的内核漏洞。按照惯例，漏洞应该递交到不对外公开的安全邮件列表。递交的部分漏洞没有补丁，部分漏洞已有补丁在测试，这些漏洞的 CVSS 风险评分最高为 9.0。稳定版内核维护者 Greg Kroah-Hartman 批评安全研究人员将漏洞报告递交到公共的邮件列表。而在 AI 辅助漏洞发现时代，此类的漏洞报告越来越多。", "original_summary": "趋势科技的安全团队 Zero Day Initiative 向人人可访问的内核邮件列表上递交了一系列新发现的内核漏洞。按照惯例，漏洞应该递交到不对外公开的安全邮件列表。递交的部分漏洞没有补丁，部分漏洞已有补丁在测试，这些漏洞的 CVSS 风险评分最高为 9.0。稳定版内核维护者 Greg Kroah-Hartman 批评安全研究人员将漏洞报告递交到公共的邮件列表。而在 AI 辅助漏洞发现时代，此类的漏洞报告越来越多。", "localized": false, "stale": false }, { "id": "c59142aad3a717b8", "title": "How 3 Java Champions are using GitHub Copilot for increased productivity", "original_title": "How 3 Java Champions are using GitHub Copilot for increased productivity", "url": "https://github.blog/ai-and-ml/github-copilot/how-3-java-champions-are-using-github-copilot-for-increased-productivity", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "开发工具", "tags": [], "published": "Tue, 20 Oct 2026 16:05:03 +0000", "published_at": "2026-10-21T00:05:03+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results. The post How 3 Java Champions are using GitHub Copilot for increased producti", "original_summary": "Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results. The post How 3 Java Champions are using GitHub Copilot for increased producti", "localized": false, "stale": false }, { "id": "0e5fad3ca5f8a881", "title": "基于IBM Granite时间序列模型的集成预测", "original_title": "Ensemble forecasting with IBM Granite time-series models", "url": "https://huggingface.co/blog/ibm-research/granite-timeseries-ensemble-r1", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "IBM", "Granite", "集成预测" ], "published": "Thu, 22 Oct 2026 07:51:31 GMT", "published_at": "2026-10-22T15:51:31+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "该工作提出了一种集成预测策略，用于提升IBM Granite时间序列模型的预测性能。", "original_summary": "", "localized": true, "stale": false }, { "id": "6400feb681472530", "title": "What FDE means at OpenAI", "original_title": "What FDE means at OpenAI", "url": "https://openai.com/index/forward-deployed-engineering-means", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [], "published": "Thu, 22 Oct 2026 06:00:00 GMT", "published_at": "2026-10-22T14:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "What forward deployed engineering means at OpenAI", "original_summary": "What forward deployed engineering means at OpenAI", "localized": false, "stale": false }, { "id": "b514b87bc64d3d97", "title": "OpenAI working on new $30B raise at $1.25T valuation ahead of IPO", "original_title": "OpenAI working on new $30B raise at $1.25T valuation ahead of IPO", "url": "https://techcrunch.com/2026/10/22/openai-working-on-new-30b-raise-at-1-25t-valuation-ahead-of-ipo", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [], "published": "Thu, 22 Oct 2026 22:08:24 +0000", "published_at": "2026-10-23T06:08:24+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Should OpenAI command an over $1 trillion valuation with this round, it would break records as the most highly valued private company ever.", "original_summary": "Should OpenAI command an over $1 trillion valuation with this round, it would break records as the most highly valued private company ever.", "localized": false, "stale": false }, { "id": "be145cfed5b15d06", "title": "Hugging Face 新AI生物学模型可对话DNA", "original_title": "Hugging Face’s New AI Biology Model Lets You Chat With DNA", "url": "https://www.wired.com/story/hugging-face-new-ai-biology-model-chat-with-dna", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [ "AI 模型", "开源", "DNA" ], "published": "Thu, 22 Oct 2026 10:00:00 +0000", "published_at": "2026-10-22T18:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "该新开源模型能解读DNA语言，帮助研究者理解基因变化对健康的影响", "original_summary": "The new open-source model speaks the language of DNA and can help researchers understand the effects of any changes on gene activity and health.", "localized": true, "stale": false }, { "id": "f1aa022869033a7c", "title": "Latest estimate for Starship launches required to support a Moon landing? 22.", "original_title": "Latest estimate for Starship launches required to support a Moon landing? 22.", "url": "https://arstechnica.com/space/2026/10/latest-estimate-for-starship-launches-required-to-support-a-moon-landing-22", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "开发工具", "tags": [], "published": "Thu, 22 Oct 2026 21:52:31 +0000", "published_at": "2026-10-23T05:52:31+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "\"We need to keep our eyes on numerous required fuelings for the lander.\"", "original_summary": "\"We need to keep our eyes on numerous required fuelings for the lander.\"", "localized": false, "stale": false }, { "id": "6a0d0cba482407df", "title": "How AI workloads are reshaping Kubernetes autoscaling", "original_title": "How AI workloads are reshaping Kubernetes autoscaling", "url": "https://www.cncf.io/blog/2026/10/19/how-ai-workloads-are-reshaping-kubernetes-autoscaling", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "云原生", "tags": [], "published": "Mon, 19 Oct 2026 11:00:00 +0000", "published_at": "2026-10-19T19:00:00+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "Kubernetes has quietly run much of the world’s containerized software on a division of labor between two control loops that rarely had to talk to each other. The scheduler places each pod on a node that...", "original_summary": "Kubernetes has quietly run much of the world’s containerized software on a division of labor between two control loops that rarely had to talk to each other. The scheduler places each pod on a node that...", "localized": false, "stale": false }, { "id": "40eaab266e06cbd3", "title": "谁在给OpenAI供应具身数据？", "original_title": "谁在给OpenAI供应具身数据？", "url": "https://www.qbitai.com/2026/10/504800.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "OpenAI", "具身数据", "物理AI" ], "published": "Thu, 22 Oct 2026 07:05:59 +0000", "published_at": "2026-10-22T15:05:59+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "挤进全球Physical AI核心供应链", "original_summary": "挤进全球Physical AI核心供应链", "localized": true, "stale": false }, { "id": "1a8ed54b63f07dd0", "title": "决策模型也有专用推理引擎了：StartLux 开源 Prism，单卡最高提速 5.3 倍", "original_title": "决策模型也有专用推理引擎了：StartLux 开源 Prism，单卡最高提速 5.3 倍", "url": "https://www.infoq.cn/article/reksyo9EBAcP11Ns2GTO", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "开发工具", "tags": [ "开源", "推理引擎", "性能优化" ], "published": "Fri, 23 Oct 2026 12:03:49 GMT", "published_at": "2026-10-23T20:03:49+08:00", "fetched_at": "2026-10-23T14:45:57.902333+08:00", "summary": "StartLux 开源 Prism，面向决策模型的专用推理引擎，单卡最高提速 5.3 倍。", "original_summary": "点击查看原文>", "localized": true, "stale": false } ], "news_generated_at": "2026-10-23T14:45:57.902333+08:00", "news_sources": [ { "id": "github-blog", "name": "GitHub Blog", "url": "https://github.blog/", "status": "ok", "last_success_at": "2026-10-23T14:45:57.902333+08:00" }, { "id": "huggingface-blog", "name": "Hugging Face Blog", "url": "https://huggingface.co/blog", "status": "ok", "last_success_at": "2026-10-23T14:45:57.902333+08:00" }, { "id": "openai-news", "name": "OpenAI News", "url": "https://openai.com/news/", "status": "ok", "last_success_at": "2026-10-23T14:45:57.902333+08:00" }, { "id": "techcrunch-ai", "name": "TechCrunch AI", "url": "https://techcrunch.com/category/artificial-intelligence/", "status": "ok", "last_success_at": "2026-10-23T14:45:57.902333+08:00" }, { 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