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are proud to launch “Sensing Art – Discovering Masterpieces Beyond What Meets the Eye.” This pilot aims to explore how AI glasses can make art more accessible for people who are blind or with low vision – in collaboration with the some of Italy’s leading sight loss charities – the Associazione Nazionale Subvedenti (ANS), the Unione Italiana dei C", "url": "https://about.fb.com/news/2026/10/meta-milans-pinacoteca-di-brera-and-essilorluxottica-expand-access-to-art-through-ai-glasses/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-14T16:00:57.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Homepage - Hidden", "Newsroom for Europe, Middle East and Africa" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "b35c6f148090a514dc2af10383a2d4451c7b43d0841779c72a544eba7aea4266", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Meta、米兰布雷拉美术馆与 EssilorLuxottica 通过 AI 眼镜拓展艺术无障碍体验", "summaryZh": "Meta、Pinacoteca di Brera 和 EssilorLuxottica 推出“Sensing Art——探索目光之外的杰作”试点，研究 AI 眼镜如何让盲人及低视力人士更方便地欣赏艺术。项目与意大利主要视障公益组织合作，包括 Associazione Nazionale Subvedenti（ANS）；其余组织名称在来源摘要中已截断。", "translation": { "status": "ok", "sourceHash": "b35c6f148090a514dc2af10383a2d4451c7b43d0841779c72a544eba7aea4266", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "a7b346710113fb3a18f9ef7c", "title": "OpenAI Codex rust-v0.163.0-alpha.13", "sourceTitle": "rust-v0.163.0-alpha.13", "titleTransform": "产品名前缀＋来源发布标题；非逐字原始标题", "summary": "Release 0.163.0-alpha.13", "url": "https://github.com/openai/codex/releases/tag/rust-v0.163.0-alpha.13", "source": { "id": "codex-releases", "name": "OpenAI Codex 官方版本", "url": 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anyone to a WhatsApp call, even if they don’t have a Whatsapp account, so you can connect with people without worrying what apps they have. 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A supervisor agent, Retrieval Augmented Generation, and Amazon Bedrock Guardrails generate grounded presentations in under 90 seconds.", "url": "https://aws.amazon.com/blogs/machine-learning/generate-presentations-with-amazon-bedrock-agentcore/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Ian Lunsford", "publishedAt": "2026-10-14T13:58:43.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Advanced (300)", "Amazon Bedrock AgentCore", "Technical How-to" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "5dad456563a9bcb3b592500ecfb468e22afb1196595b3e8e373528f673b8e271", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "使用 Amazon Bedrock AgentCore 生成演示文稿", "summaryZh": "本文介绍如何使用 Amazon Bedrock AgentCore 构建 AI 智能体系统，根据企业文档自动制作 PowerPoint 演示文稿。系统结合主管智能体、检索增强生成与 Amazon Bedrock Guardrails，可在 90 秒内生成有资料依据的演示文稿。", "translation": { "status": "ok", "sourceHash": "5dad456563a9bcb3b592500ecfb468e22afb1196595b3e8e373528f673b8e271", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "11acc8e04085b6cda44ebd45", "title": "How Tamnoon built AI-powered cloud security remediation with Amazon Bedrock", "summary": "Learn how Tamnoon built Tami, an agentic cloud remediation orchestrator on Amazon Bedrock that autonomously investigates and safely remediates cloud security findings from CNAPP and cloud-native sources. The approach drove a 90%+ reduction in critical cloud exposure in 90 days with zero production issues.", "url": "https://aws.amazon.com/blogs/machine-learning/how-tamnoon-built-ai-powered-cloud-security-remediation-with-amazon-bedrock/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Ishara Premadasa", "publishedAt": "2026-10-14T13:53:33.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Amazon Bedrock", "Customer Solutions" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "45b79e6859780150ef2751df3baa7d26e42bdec9d614ede0d4d6ba34598c3afc", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Tamnoon 如何借助 Amazon Bedrock 构建 AI 云安全修复系统", "summaryZh": "了解 Tamnoon 如何在 Amazon Bedrock 上构建智能体云修复编排器 Tami，自动调查并安全修复来自 CNAPP 和云原生来源的云安全发现。该方法在 90 天内将关键云风险敞口降低了 90% 以上，且未发生生产问题。", "translation": { "status": "ok", "sourceHash": "45b79e6859780150ef2751df3baa7d26e42bdec9d614ede0d4d6ba34598c3afc", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "6b963cc9dba2a8dcd7f25279", "title": "Deploy and evaluate models with Amazon SageMaker JumpStart", "summary": "Learn how to deploy an available model from Amazon SageMaker JumpStart, run a lightweight and repeatable performance test using the SageMaker Python SDK, and delete the endpoint when testing is complete.", "url": "https://aws.amazon.com/blogs/machine-learning/deploy-and-evaluate-models-with-amazon-sagemaker-jumpstart/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Vamsi Goparaju", "publishedAt": 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"title": "Amp puts AI agents to work beyond code with OpenAI models", "summary": "See how Amp pushes the frontier of what agents can do with GPT-6 Astra, Ultrafast, GPT-Live-1, and Sign in with ChatGPT.", "url": "https://openai.com/index/amp-beyond-coding", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-14T12:00:00.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Startup" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "0cd4e761299ed0ea831514c33f4af7415a1198cd728277f8e5f66522c3578524", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Amp 借助 OpenAI 模型，让 AI 智能体承担编程以外的工作", "summaryZh": "了解 Amp 如何借助 GPT-6 Astra、Ultrafast、GPT-Live-1 和“使用 ChatGPT 登录”，拓展智能体的能力边界。", "translation": { "status": "ok", "sourceHash": "0cd4e761299ed0ea831514c33f4af7415a1198cd728277f8e5f66522c3578524", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "259dc275dea1beaba1450014", "title": "SentinelOne cuts malware analysis from weeks to hours", "summary": "With OpenAI Daybreak, SentinelOne cuts weeks of malware analysis to hours, creating capacity to investigate more threats.", "url": "https://openai.com/index/sentinelone", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-14T12:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "f15219e435f6ee784d48ebc07fdc3f906aa4e58e0436617239df58630f14022a", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "SentinelOne 将恶意软件分析时间从数周缩短至数小时", "summaryZh": "借助 OpenAI Daybreak，SentinelOne 将需要数周的恶意软件分析缩短至数小时，从而腾出能力调查更多威胁。", "translation": { "status": "ok", "sourceHash": "f15219e435f6ee784d48ebc07fdc3f906aa4e58e0436617239df58630f14022a", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "c2700ed987ac334d7d880d5f", "title": "Farah Khan at Edits Film Festival: “Content breakthroughs come from spontaneity, relatability and realness”", "summary": "Today the curtains came down on the Edits Film Festival in Mumbai, in the presence of filmmaker Farah Khan, festival judges Ahsaas Channa, Dolly Singh, Nikhil Taneja and Rajeev Masand and over 100 content creators in the audience. The post Farah Khan at Edits Film Festival: “Content breakthroughs come from spontaneity, relatability and realness” appeared first on Meta Newsroom .", "url": "https://about.fb.com/news/2026/10/farah-khan-at-edits-film-festival-content-breakthroughs-come-from-spontaneity-relatability-and-realness/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-14T11:39:32.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Homepage - Hidden", "India Newsroom" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "c0dc83889dff9c18f7d56c2bc47ea5f07e77136b4b7e8c861d8d1b38b73ad0d3", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Farah Khan 谈 Edits 电影节：“内容突破源于即兴、共鸣与真实”", "summaryZh": "Edits 电影节在孟买落幕，电影人 Farah Khan、评委 Ahsaas Channa、Dolly Singh、Nikhil Taneja、Rajeev Masand，以及 100 多名内容创作者出席。本文最初发表于 Meta Newsroom。", "translation": { "status": "ok", "sourceHash": "c0dc83889dff9c18f7d56c2bc47ea5f07e77136b4b7e8c861d8d1b38b73ad0d3", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "e449b88d5efbdd54bdf0f41b", "title": "OpenAI Codex rust-v0.163.0-alpha.12", "sourceTitle": "rust-v0.163.0-alpha.12", "titleTransform": "产品名前缀＋来源发布标题；非逐字原始标题", "summary": "Release 0.163.0-alpha.12", "url": "https://github.com/openai/codex/releases/tag/rust-v0.163.0-alpha.12", "source": { "id": "codex-releases", "name": "OpenAI Codex 官方版本", "url": "https://github.com/openai/codex/releases", "kind": "官方版本（含预览版）" }, "author": "jif-oai", "publishedAt": "2026-10-14T09:38:13.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "88caa62d2a035d46ae5233892f6774aa7a078bfcc6329bfa0f5918ca34da6fd0", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "OpenAI Codex rust-v0.163.0-alpha.12（Alpha 预览版）", "summaryZh": "发布 0.163.0-alpha.12（Alpha 预览版）。", "translation": { "status": "ok", "sourceHash": "88caa62d2a035d46ae5233892f6774aa7a078bfcc6329bfa0f5918ca34da6fd0", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "a3a5d5d86b679aeed80486a4", "title": "How Third Moment Research runs 10,000 agents for 36+ hours", "summary": "With GPT-6 Astra and GPT-6.1 Sol, Codex, and Daybreak for cybersecurity, this AI lab builds agents that focus for days and improve with use.", "url": "https://openai.com/index/third-moment-research", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-14T07:00:00.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Startup" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "8c127d7be25df56d9ee548113c048bb115ec0a68492d885cbf35931798698858", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Third Moment Research 如何让 10,000 个智能体持续运行 36 小时以上", "summaryZh": "这家 AI 实验室利用 GPT-6 Astra、GPT-6.1 Sol、Codex，以及用于网络安全的 Daybreak，构建能够连续专注数天、并在使用中改进的智能体。", "translation": { "status": "ok", "sourceHash": "8c127d7be25df56d9ee548113c048bb115ec0a68492d885cbf35931798698858", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "4797be284c500a50c3088aeb", "title": "How Block is building AI-powered security with OpenAI technology", "summary": "Block is building AI-powered security with OpenAI. 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The scale of deployment is growing fast, from enterprises transforming their businesses to startups solving some of the planet’s hardest problems. 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agentic AI adoption is growing across EU enterprises and small businesses—and where deeper use could unlock more value.", "url": "https://openai.com/index/the-eus-next-chapter-in-ai-is-agentic", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-14T00:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Global Affairs" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "43978eb55e79d8bb9659d4b5ec0901a59b80f5de66a099023fffb3f887044b61", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "欧盟 AI 的下一篇章：智能体", "summaryZh": "新分析展示了智能体 AI 在欧盟企业及小型企业中的应用增长情况，以及哪些领域可通过更深入使用来释放更多价值。", "translation": { "status": "ok", "sourceHash": "43978eb55e79d8bb9659d4b5ec0901a59b80f5de66a099023fffb3f887044b61", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex 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This post shows two ways to activate MPPO entitlements in AWS License Manager: a lightweight script for a one-time fix, and CDK automation for ongoing event-driven processing.", "url": "https://aws.amazon.com/blogs/machine-learning/manage-private-pricing-offers-for-amazon-bedrock-with-managed-entitlements/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Daniel Wirjo", "publishedAt": "2026-10-13T17:17:25.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Amazon Bedrock", "Intermediate (200)", "Technical How-to" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "145e1791fe5cad49aa59da9567e58ac17e5ec41c0d2c60d77c538c672b31bed8", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "使用托管授权管理 Amazon Bedrock 私有定价优惠", "summaryZh": "当每个 AWS 账户都必须单独接受 AWS Marketplace 私有定价优惠时，跨数十乃至数百个账户管理 AI 模型访问会变得繁琐。本文介绍在 AWS License Manager 中激活 MPPO 授权的两种方式：用于一次性处理的轻量脚本，以及用于持续事件驱动处理的 CDK 自动化。", "translation": { "status": "ok", "sourceHash": "145e1791fe5cad49aa59da9567e58ac17e5ec41c0d2c60d77c538c672b31bed8", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "647ab208c7e949ca95b9d196", "title": "Run fast, private agents on-device with LFM2.5-24B-A2B", "summary": "", "url": "https://huggingface.co/blog/LiquidAI/lfm25-24b-a2b", "source": { "id": "huggingface", "name": "Hugging Face 生态", "url": "https://huggingface.co/blog", "kind": "平台及社区作者" }, "author": null, "publishedAt": "2026-10-13T17:05:48.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "d13d34bce6346e3f697308d1f2aac666eaa4360e7691e717d20590b939e67986", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "使用 LFM2.5-24B-A2B 在设备端运行快速、保护隐私的智能体", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "d13d34bce6346e3f697308d1f2aac666eaa4360e7691e717d20590b939e67986", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "8acfc510b59540f0507e207a", "title": "Natural language security queries at Orca Security using Amazon Bedrock", "summary": "Orca Security built Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-English questions into Sonar queries. The post shares the multi-stage architecture and the results: 90% lower query cost, 93% fewer input tokens, and 75% lower latency than the initial baseline.", "url": "https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Deniz Yilmaz", "publishedAt": "2026-10-13T16:03:31.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Amazon Bedrock", "Customer Solutions" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "66cb022f5d96874e1059f04921a385b18fa99582a9d6b09cb640b7856b6a0df3", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Orca Security 使用 Amazon Bedrock 实现自然语言安全查询", "summaryZh": "Orca Security 在 Amazon Bedrock 上构建了自然语言查询智能体 Discovery AI，将日常英语问题转换为 Sonar 查询。本文分享了其多阶段架构与成果：相较最初基线，查询成本降低 90%、输入 token 减少 93%、延迟降低 75%。", "translation": { "status": "ok", "sourceHash": "66cb022f5d96874e1059f04921a385b18fa99582a9d6b09cb640b7856b6a0df3", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "031c7e70d180541214c38bc5", "title": "Gemini 4 Argon for Robotics", "summary": "", "url": "https://deepmind.google/blog/gemini-4-argon-for-robotics/", "source": { "id": "deepmind", "name": "Google DeepMind", "url": "https://deepmind.google/blog/", "kind": "官方研究" }, "author": null, "publishedAt": "2026-10-13T16:01:58.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "b6ce04e1aba1a456df0017a4e83c8f30004966ca09698a7aa55948c598023d4f", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "面向机器人技术的 Gemini 4 Argon", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "b6ce04e1aba1a456df0017a4e83c8f30004966ca09698a7aa55948c598023d4f", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "d1f06357c7a32bba672354fb", "title": "Gemini 4 Argon: Built to solve your hardest problems", "summary": "", "url": "https://deepmind.google/blog/introducing-gemini-4-argon/", "source": { "id": "deepmind", "name": "Google DeepMind", "url": "https://deepmind.google/blog/", "kind": "官方研究" }, "author": null, "publishedAt": "2026-10-13T16:01:52.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "7dbff3de8302ed39552f6d145b91b8a67dbf4b8e93ce8b5001a849e90696dd7d", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Gemini 4 Argon：为解决你最棘手的问题而打造", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "7dbff3de8302ed39552f6d145b91b8a67dbf4b8e93ce8b5001a849e90696dd7d", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "cc869e29f43cb735c6102731", "title": "Your Algorithm, Your Words: New Ways to Shape What You See on Facebook", "summary": "We’re introducing new AI-powered tools that help you shape what you see in Feed and Reels by telling us what you’re interested in, in your own words. The post Your Algorithm, Your Words: New Ways to Shape What You See on Facebook appeared first on Meta Newsroom .", "url": "https://about.fb.com/news/2026/10/introducing-your-algorithm-facebook/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-13T16:00:29.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Facebook", "Product News", "Recent News", "Sidebar - Featured" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "5b1ffd1fccacc448c7a68030a7a7c323dc8f0861e0bd179586bf660176f7f747", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "用自己的话调整推荐：Facebook 推出塑造所见内容的新方式", "summaryZh": "Meta 推出新的 AI 工具，让用户用自己的话表达兴趣，从而调整在 Feed 和 Reels 中看到的内容。本文最初发表于 Meta Newsroom。", "translation": { "status": "ok", "sourceHash": "5b1ffd1fccacc448c7a68030a7a7c323dc8f0861e0bd179586bf660176f7f747", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "c51fb173fad0a9b19c6b38f1", "title": "Gemini 4 Argon: Built to solve your hardest problems", "summary": "We’re giving developers, enterprises, scientists, and consumers access to Gemini 4 Argon, our latest frontier model.", "url": "https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-argon/", "source": { "id": "google", "name": "Google AI", "url": "https://blog.google/innovation-and-ai/", "kind": "官方发布" }, "author": "Koray Kavukcuoglu", "publishedAt": "2026-10-13T16:00:00.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Gemini models", "AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "a1bfab1661bbe9c8a25c0b37778c6ec9cb7f9958b6341a1086cd1ddb244c7fef", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Gemini 4 Argon：为解决你最棘手的问题而打造", "summaryZh": "我们正向开发者、企业、科学家及消费者开放最新前沿模型 Gemini 4 Argon。", "translation": { "status": "ok", "sourceHash": "a1bfab1661bbe9c8a25c0b37778c6ec9cb7f9958b6341a1086cd1ddb244c7fef", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "6c4bdc44985ec22acd3b26bf", "title": "How ShipStation Global built an AI IT help desk on Amazon Bedrock AgentCore", "summary": "ShipStation Global's engineering team built Deckhand, an AI IT help desk agent for Slack on Amazon Bedrock AgentCore. It answers routine IT questions from a curated knowledge base, reads error-message screenshots, and files Jira tickets. In its first three months it resolved 97.5% of channel queries with a 96% positive feedback rating.", "url": "https://aws.amazon.com/blogs/machine-learning/how-shipstation-global-built-an-ai-it-help-desk-on-amazon-bedrock-agentcore/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Kenneth Salmon", "publishedAt": "2026-10-13T15:54:49.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Advanced (300)", "Amazon Bedrock AgentCore", "Customer Solutions" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "6211fcab8cee4d765700197e33e1b8479d00fe194a0d02eb8b0985ebcf0221bd", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "ShipStation Global 如何在 Amazon Bedrock AgentCore 上构建 AI IT 服务台", "summaryZh": "ShipStation Global 工程团队在 Amazon Bedrock AgentCore 上构建了面向 Slack 的 AI IT 服务台智能体 Deckhand。它会根据精选知识库回答日常 IT 问题，读取错误信息截图，并创建 Jira 工单。上线前三个月，它解决了频道中 97.5% 的查询，正面反馈率达到 96%。", "translation": { "status": "ok", "sourceHash": "6211fcab8cee4d765700197e33e1b8479d00fe194a0d02eb8b0985ebcf0221bd", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "e2518036c8a34a40984d644c", "title": "Build long-horizon agents with Grok 4.7 on Amazon Bedrock", "summary": "Grok 4.7 is now available on Amazon Bedrock. In this post, we build a tool-calling agent on Grok 4.7 and evaluate it on three reasoning tasks at four reasoning effort levels, measuring correctness and token cost per completed task. We show how to tune the trade-off per request and monitor it in production.", "url": "https://aws.amazon.com/blogs/machine-learning/build-long-horizon-agents-with-grok-4-7-on-amazon-bedrock/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Suheel Farooq", "publishedAt": "2026-10-13T15:52:20.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Advanced (300)", "Amazon Bedrock", "Amazon Machine Learning", "Artificial Intelligence", "Foundation models", "Generative AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "a5935e6685588255c9cb8928bb6784a62ec193dd8fcf72381509acd28226e524", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "在 Amazon Bedrock 上使用 Grok 4.7 构建长程任务智能体", "summaryZh": "Grok 4.7 现已在 Amazon Bedrock 上提供。本文使用 Grok 4.7 构建工具调用智能体，并在四种推理强度下，针对三项推理任务进行评估，测量正确性及每项完成任务的 token 成本。文章展示如何按请求调整两者间的取舍，并在生产环境中监控。", "translation": { "status": "ok", "sourceHash": "a5935e6685588255c9cb8928bb6784a62ec193dd8fcf72381509acd28226e524", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "c123614c54143f15f75895aa", "title": "Mixture-of-Experts kernel engineering on Amazon SageMaker AI", "summary": "AWS engineers share kernel optimizations for fused Mixture-of-Experts (MoE) models on Amazon SageMaker AI: Swap-AB for WGMMA utilization, Triton backend routing for FP8 quantization, and eliminating Triton JIT recompilation. Together they deliver up to 10% higher throughput and up to 9% faster Time to First Token on H200 GPUs.", "url": "https://aws.amazon.com/blogs/machine-learning/mixture-of-experts-kernel-engineering-on-amazon-sagemaker-ai/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Mona Mona", "publishedAt": "2026-10-13T15:17:09.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Advanced (300)", "Amazon SageMaker AI", "Announcements" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "94b1bcbdf8bd30845ca6fe101a9600fa472a78f57615fc1af74453e3cfaa10c8", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Amazon SageMaker AI 上的混合专家模型内核工程", "summaryZh": "AWS 工程师分享了 Amazon SageMaker AI 上融合混合专家（MoE）模型的内核优化：利用 Swap-AB 改善 WGMMA 利用率、为 FP8 量化进行 Triton 后端路由，以及消除 Triton JIT 重编译。这些优化结合后，在 H200 GPU 上可将吞吐量提高最多 10%，将首 token 时间缩短最多 9%。", "translation": { "status": "ok", "sourceHash": "94b1bcbdf8bd30845ca6fe101a9600fa472a78f57615fc1af74453e3cfaa10c8", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "56efbf5108d50d07bd50b106", "title": "Announcing the Official Selection for the Edits Film Festival", "summary": "Announcing the Official Selection for the Edits Film Festival happening in Mumbai this week. The post Announcing the Official Selection for the Edits Film Festival appeared first on Meta Newsroom .", "url": "https://about.fb.com/news/2026/10/announcing-the-official-selection-for-the-edits-film-festival/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-13T14:53:15.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Homepage - Hidden", "India Newsroom" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "5a4a49a6e5b0224782d777bf0a2d18078e40de2add73881cf512a4e165fc2d15", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "宣布Edits电影节的官方入选影片", "summaryZh": "宣布了Edits电影节在本周进行的Mumbai官方选片。该帖子首发于Meta新闻室。", "translation": { "status": "ok", "sourceHash": "5a4a49a6e5b0224782d777bf0a2d18078e40de2add73881cf512a4e165fc2d15", "model": "Qwen/Qwen2.5-1.5B-Instruct", "modelRevision": "989aa7980e4cf806f80c7fef2b1adb7bc71aa306", "engine": "offline_cpu_qwen", "precision": "float32", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:34:59.473Z" } }, { "id": "baf7104295a2fcc3f911c7f9", "title": "Leading Tech Companies Join Global Law Enforcement in Major Crackdown on West African Scam Networks", "summary": "Meta and 14 other tech companies joined law enforcement from ten countries to disrupt scam networks operating in West Africa in the largest operation of its kind to date. The post Leading Tech Companies Join Global Law Enforcement in Major Crackdown on West African Scam Networks appeared first on Meta Newsroom .", "url": "https://about.fb.com/news/2026/10/meta-tech-companies-law-enforcement-crackdown-global-scam-networks/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-13T14:00:42.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Meta", "Recent News", "Sidebar - Featured", "Safety", "Scams" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "e81eea65feae77c6d76ea6af99c739dd1b55a9c8247314516016d68be23344a6", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "主要科技公司联手多国执法部门，大规模打击西非诈骗网络", "summaryZh": "Meta 与另外 14 家科技公司联合十个国家的执法部门，打击在西非活动的诈骗网络；原文称这是迄今规模最大的同类行动。本文最初发表于 Meta Newsroom。", "translation": { "status": "ok", "sourceHash": "e81eea65feae77c6d76ea6af99c739dd1b55a9c8247314516016d68be23344a6", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "49297e6402035f005487c1fc", "title": "All Systems Go: Global PC App Ecosystem Ready for NVIDIA RTX Spark", "summary": "NVIDIA RTX Spark is a new beginning for the PC — a reinvention combining the capabilities of a gaming PC, a creative studio and a personal AI supercomputer into a single superchip. With up to 128GB of unified memory and 1 petaflop of AI compute, RTX Spark delivers the full stack of NVIDIA RTX and […]", "url": "https://blogs.nvidia.com/blog/local-ai-rtx-spark-laptops-software-updates/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Gerardo Delgado", "publishedAt": "2026-10-13T12:00:49.000Z", "category": "多模态", "categoryMethod": "keyword_rules", "tags": [ "AI", "Agentic AI", "Artificial Intelligence", "Local AI", "NVIDIA RTX", "Open Source" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "2705e8c95454b20a2e53b7e4f26cdc4817da01818cf3a5735be86d043763bce1", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "一切就绪：全球 PC 应用生态迎接 NVIDIA RTX Spark", "summaryZh": "NVIDIA RTX Spark 为 PC 开启新篇章，将游戏 PC、创意工作室和个人 AI 超级计算机的能力整合到一颗超级芯片中。凭借最高 128GB 统一内存与 1 petaflop 的 AI 算力，RTX Spark 提供完整的 NVIDIA RTX 技术栈及……", "translation": { "status": "ok", "sourceHash": "2705e8c95454b20a2e53b7e4f26cdc4817da01818cf3a5735be86d043763bce1", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "f363d75cdb3b86888658d398", "title": "Higgsfield takes AI video from 1 minute to over 10", "summary": "Higgsfield brings creators longer videos with GPT-6 Astra, precise visuals with GPT-Image-2.5, and a path to voice filmmaking with GPT-Live.", "url": "https://openai.com/index/higgsfield-longer-videos-voice", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-13T12:00:00.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Startup" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "1fdb4bb1b786c396385d9c0c0acaa86d6853a051109ef5718958463aadf32eec", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Higgsfield 将 AI 视频时长从 1 分钟延长至 10 分钟以上", "summaryZh": "Higgsfield 借助 GPT-6 Astra 为创作者提供更长的视频，通过 GPT-Image-2.5 实现精准画面，并借 GPT-Live 探索语音驱动的电影制作。", "translation": { "status": "ok", "sourceHash": "1fdb4bb1b786c396385d9c0c0acaa86d6853a051109ef5718958463aadf32eec", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "cd846c89c85b6b768fea72ef", "title": "NVIDIA Announces New Investments in France’s Startups", "summary": "Companies in France are deploying agentic computing across industries spanning space, financial services, the public sector and scientific research, demonstrating how the country’s ecosystem has moved from ambition to application. France’s progress sits on deliberate groundwork. The AI Action Summit in February 2025 and Choose France Summits in 2025 and 2026 anchored major compute commitments […]", "url": "https://blogs.nvidia.com/blog/france-ecosystem-agentic-computing/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Nat Ives", "publishedAt": "2026-10-13T05:00:31.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "AI", "Agentic AI", "Artificial Intelligence", "Customer Stories", "Events", "Inception" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "ad8e8de4210b4ec3029283402aa021f0f4481073a9eb0d591886853f61cb96db", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "NVIDIA 宣布对法国初创企业进行新投资", "summaryZh": "法国企业正将智能体计算部署于航天、金融服务、公共部门及科学研究等行业，展示了该国生态从愿景走向应用的进展。法国的进步建立在有规划的基础工作之上。2025 年 2 月的 AI 行动峰会，以及 2025 年和 2026 年的“选择法国”峰会，促成了重大的算力投入承诺……", "translation": { "status": "ok", "sourceHash": "ad8e8de4210b4ec3029283402aa021f0f4481073a9eb0d591886853f61cb96db", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "4c7df3728a9bc12840a54743", "title": "Accessing OpenAI GPT models on Amazon Bedrock with global cross-Region inference in Thailand, Malaysia, Singapore, Indonesia, and Taiwan", "summary": "Learn how to run OpenAI GPT-6 Sol, Luna, and Astra on Amazon Bedrock through global cross-Region inference from Singapore, Jakarta, Thailand, Malaysia, and Taipei. This post covers the Converse and OpenAI-compatible APIs, IAM and SCP permissions, quota sizing, and monitoring inference from your source Region.", "url": "https://aws.amazon.com/blogs/machine-learning/accessing-openai-gpt-models-on-amazon-bedrock-with-global-cross-region-inference-in-thailand-malaysia-singapore-indonesia-and-taiwan/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Traci Lim", "publishedAt": "2026-10-12T17:52:22.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Advanced (300)", "Amazon Bedrock", "Technical How-to" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "f37d58ec52b42dc157f6aad3b1e48329daedb707d05fa0512b554e8f8c947489", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "在泰国、马来西亚、新加坡、印度尼西亚及台湾通过全球跨区域推理，访问 Amazon Bedrock 上的 OpenAI GPT 模型", "summaryZh": "了解如何从新加坡、雅加达、泰国、马来西亚和台北，通过全球跨区域推理，在 Amazon Bedrock 上运行 OpenAI GPT-6 Sol、Luna 和 Astra。本文涵盖 Converse 与 OpenAI 兼容 API、IAM 和 SCP 权限、配额规划，以及如何从源区域监控推理。", "translation": { "status": "ok", "sourceHash": "f37d58ec52b42dc157f6aad3b1e48329daedb707d05fa0512b554e8f8c947489", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "188c49a098bdefe5c9bee89b", "title": "Introducing Muse Wonder and Muse Wonder Full: Frontier Models for Agents", "summary": "Meta is introducing Muse Wonder and Muse Wonder Full, our most capable models to date, built to deliver state-of-the-art performance on personal and professional agentic tasks. The post Introducing Muse Wonder and Muse Wonder Full: Frontier Models for Agents appeared first on Meta Newsroom .", "url": "https://about.fb.com/news/2026/10/introducing-muse-wonder-models/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-12T17:08:05.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Meta", "Recent News", "Sidebar - Featured", "Technology and Innovation", "AI" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "a9fcc4e50a21954a22849e14f345100628a6188c9e9d312459bf940dbae24aba", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Meta 推出 Muse Wonder 和 Muse Wonder Full：面向智能体的前沿模型", "summaryZh": "Meta 推出 Muse Wonder 和 Muse Wonder Full，称其为公司迄今能力最强的模型，旨在为个人及专业智能体任务提供前沿性能。本文最初发表于 Meta Newsroom。", "translation": { "status": "ok", "sourceHash": "a9fcc4e50a21954a22849e14f345100628a6188c9e9d312459bf940dbae24aba", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "fd543b5cf06f283201fd9956", "title": "Simulating student learning for better AI tutoring", "summary": "StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research .", "url": "https://www.microsoft.com/en-us/research/blog/simulating-student-learning-for-better-ai-tutoring/", "source": { "id": "microsoft", "name": "Microsoft Research", "url": "https://www.microsoft.com/en-us/research/", "kind": "官方研究" }, "author": "Ke Yang, Chenglong Wang, Michel Galley, Jeevana Priya Inala, ChengXiang Zhai, Jianfeng Gao", "publishedAt": "2026-10-12T16:00:00.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "Research Blog" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "712907f984ced801d8841f43ed77e8df1893ee8ae8a6be6468beaeba1f44b124", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "模拟学生学习，改进 AI 辅导", "summaryZh": "StudentSim 是一个研究系统，用于在 AI 辅导工具接受真实学习者测试前，对其进行评估和改进。它模拟个人可能如何与辅导工具互动，提供反馈，以改善国际象棋、写作及数学等学科的辅导表现。本文《模拟学生学习，改进 AI 辅导》最初发表于 Microsoft Research。", "translation": { "status": "ok", "sourceHash": "712907f984ced801d8841f43ed77e8df1893ee8ae8a6be6468beaeba1f44b124", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "1d5452c7244f2a6a1b9c52c1", "title": "Deploy decision models with llama.cpp on Amazon SageMaker AI", "summary": "Learn how to deploy decision models with llama.cpp on Amazon SageMaker AI. This technical how-to serves OpenAI-compatible chat completions with the AWS Deep Learning Container for llama.cpp, then extends the runtime with SemIf to return probabilities over declared options on CPU or GPU.", "url": "https://aws.amazon.com/blogs/machine-learning/deploy-decision-models-with-llama-cpp-on-amazon-sagemaker-ai/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Jyothirmai Kottu", "publishedAt": "2026-10-12T15:51:46.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Advanced (300)", "Amazon SageMaker AI", "Technical How-to" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "9eed5f65a4af2eec9baef25236e21c04dbf330f17356d9494840bfe400c99de6", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "在 Amazon SageMaker AI 上使用 llama.cpp 部署决策模型", "summaryZh": "了解如何在 Amazon SageMaker AI 上使用 llama.cpp 部署决策模型。本技术指南使用适用于 llama.cpp 的 AWS 深度学习容器，提供兼容 OpenAI 的聊天补全服务，再通过 SemIf 扩展运行时，在 CPU 或 GPU 上返回预先声明选项的概率。", "translation": { "status": "ok", "sourceHash": "9eed5f65a4af2eec9baef25236e21c04dbf330f17356d9494840bfe400c99de6", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "b58417184dda9742722bacfe", "title": "Run multi-node inference workloads using Ray LLM Deep Learning Containers", "summary": "Learn how to deploy one large language model across two GPU nodes on Amazon EKS using the multi-node Ray LLM Deep Learning Containers, with separate prefill and decode nodes behind one OpenAI-compatible endpoint. The pre-built container ships the full inference stack, so you configure the deployment instead of assembling it.", "url": "https://aws.amazon.com/blogs/machine-learning/run-multi-node-inference-workloads-using-ray-llm-deep-learning-containers/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Ananth Raghavendra", "publishedAt": "2026-10-12T15:50:14.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Amazon Elastic Kubernetes Service", "Intermediate (200)", "Technical How-to" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "2f1e611bb59925ef1d01d63b544977f808c3fb967d3e12c15cbcc4296d7910af", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "使用 Ray LLM 深度学习容器运行多节点推理工作负载", "summaryZh": "了解如何使用多节点 Ray LLM 深度学习容器，在 Amazon EKS 的两个 GPU 节点上部署一个大语言模型，并在单个 OpenAI 兼容端点后配置独立的预填充和解码节点。预构建容器已包含完整推理技术栈，因此你只需配置部署，无需自行组装。", "translation": { "status": "ok", "sourceHash": "2f1e611bb59925ef1d01d63b544977f808c3fb967d3e12c15cbcc4296d7910af", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "8b457de188b9a591d277cfd8", "title": "Claude Code v2.1.296", "sourceTitle": "v2.1.296", "titleTransform": "产品名前缀＋来源发布标题；非逐字原始标题", "summary": "What's changed Added a code key to the Claude apps gateway's managed.policies[] : the same settings as cli , also applied in Claude Desktop's Code tab; beside desktop , it turns on Claude Desktop's gateway mode Added autoCompactWindow to subagent frontmatter and --agents definitions, so a subagent can auto-compact earlier than the main conversation's window Added CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL to run every workf", "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.296", "source": { "id": "claude-releases", "name": "Anthropic Claude Code 官方版本", "url": "https://github.com/anthropics/claude-code/releases", "kind": "官方版本（含预览版）" }, "author": "ashwin-ant", "publishedAt": "2026-10-09T19:28:59.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "5f28874d6cfe2b9cbe6571adb4561b450d26114f8bd3d679f992faf4a7259713", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Claude Code v2.1.296 版本更新", "summaryZh": "更新内容：Claude 应用网关的 managed.policies[] 新增 code 键，使用与 cli 相同的设置，并应用于 Claude Desktop 的 Code 标签页；与 desktop 配合，可开启 Claude Desktop 的网关模式。子智能体 frontmatter 和 --agents 定义新增 autoCompactWindow，允许子智能体比主对话更早自动压缩。另新增 CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL；其后续用途说明已在来源摘要中截断。", "translation": { "status": "ok", "sourceHash": "5f28874d6cfe2b9cbe6571adb4561b450d26114f8bd3d679f992faf4a7259713", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "7e2400f6a791f9f375440a02", "title": "ICYMI: What landed for AI builders in September 2026", "summary": "A monthly recap of the latest Amazon Bedrock, Amazon Bedrock AgentCore, and Strands updates from September 2026: broader model choice, faster serverless agents with built-in evaluation, and automated knowledge base syncing with native enterprise connectors.", "url": "https://aws.amazon.com/blogs/machine-learning/icymi-what-landed-for-ai-builders-in-september-2026/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Prachi Mishra", "publishedAt": "2026-10-09T15:38:39.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Amazon Bedrock", "Amazon Bedrock AgentCore", "Foundational (100)", "Thought Leadership" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "9db5225bf743e1d895a529b146a8c25d8fbc6a5b3d0a23a7aea7b258dad65979", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "本月回顾：2026 年 9 月面向 AI 开发者的新进展", "summaryZh": "每月回顾 2026 年 9 月 Amazon Bedrock、Amazon Bedrock AgentCore 和 Strands 的最新更新：更广泛的模型选择、内置评估且更快的无服务器智能体，以及通过原生企业连接器自动同步知识库。", "translation": { "status": "ok", "sourceHash": "9db5225bf743e1d895a529b146a8c25d8fbc6a5b3d0a23a7aea7b258dad65979", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "f0b86f5cb18b28c561142cbb", "title": "How Postman runs Agent Mode for 40 million developers on Amazon Bedrock", "summary": "Building an AI agent that works in a demo is a different problem from running one for 40 million developers. Postman and AWS share the architectural patterns behind Agent Mode: controlling tool sprawl, exposing schema-based reads, and treating context as the real bottleneck, plus how it runs on Amazon Bedrock at scale.", "url": "https://aws.amazon.com/blogs/machine-learning/how-postman-runs-agent-mode-for-40-million-developers-on-amazon-bedrock/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Srinivas Kini", "publishedAt": "2026-10-09T15:35:02.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Advanced (300)", "Amazon Bedrock", "Customer Solutions" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "513dfa843e2063cee7f11b05b15b738fd3a8047f9313507303f2d82493e5b0a4", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Postman 如何在 Amazon Bedrock 上为 4,000 万开发者运行 Agent Mode", "summaryZh": "构建可用于演示的 AI 智能体，与为 4,000 万开发者运行智能体，是不同的问题。Postman 与 AWS 分享 Agent Mode 背后的架构模式：控制工具膨胀、提供基于模式定义的读取操作，以及将上下文视为真正的瓶颈，并介绍其如何在 Amazon Bedrock 上大规模运行。", "translation": { "status": "ok", "sourceHash": "513dfa843e2063cee7f11b05b15b738fd3a8047f9313507303f2d82493e5b0a4", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "1eb3663e8294faacd2b04622", "title": "Sophos cuts threat investigation time by 96% with OpenAI Daybreak", "summary": "Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.", "url": "https://openai.com/index/sophos", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-09T07:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "f739ed3632c76985d648388382b03092091a7590e96a8ac4026cbb29318bf173", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Sophos 借助 OpenAI Daybreak 将威胁调查时间缩短 96%", "summaryZh": "了解 Sophos 如何利用 OpenAI 的 Daybreak，将网络威胁调查时间缩短 96%，并在保留人工监督的同时，自动处理 52% 的托管检测与响应（MDR）案例。", "translation": { "status": "ok", "sourceHash": "f739ed3632c76985d648388382b03092091a7590e96a8ac4026cbb29318bf173", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "ac609b9f31e25f31c499443e", "title": "Asana cuts model costs 76x in browser tests with GPT-6.1 Sol", "summary": "Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.", "url": "https://openai.com/index/asana-browser-agent", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-09T07:00:00.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "d4974bb47fc50326b6572d8468595101cef6347f673eb3df0f719727f4bce0d3", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Asana 在使用 GPT-6.1 Sol 的浏览器测试中，将模型成本降至原来的 1/76", "summaryZh": "Asana 在 Codex 中使用 GPT-6 Astra，使浏览器智能体在测试中的成本降至原来的 1/76、速度提升至 5 倍，以便向客户提供能力更强的模型。", "translation": { "status": "ok", "sourceHash": "d4974bb47fc50326b6572d8468595101cef6347f673eb3df0f719727f4bce0d3", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "8858b92b79671e37d470a6c5", "title": "Claude Code v2.1.295", "sourceTitle": "v2.1.295", "titleTransform": "产品名前缀＋来源发布标题；非逐字原始标题", "summary": "What's changed Added onFailure: \"block\" for command and HTTP hooks: a hook that can't start, times out, or exits with an unexpected code blocks the action instead of letting it through Added Program Status Protocol (OSC 7501) support: terminals that implement it can show whether Claude Code is working, waiting on you, or done Added quoted text to the /copy picker, so a drafted message copies without its > markers Add", "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.295", "source": { "id": "claude-releases", "name": "Anthropic Claude Code 官方版本", "url": "https://github.com/anthropics/claude-code/releases", "kind": "官方版本（含预览版）" }, "author": "ashwin-ant", "publishedAt": "2026-10-08T19:48:38.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "d4333b37ad54174f0030eb240f76909574b0f25e66c373467fabaf1762d1476d", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Claude Code v2.1.295 版本更新", "summaryZh": "更新内容：命令和 HTTP hook 新增 onFailure: \"block\"；hook 无法启动、超时或以意外退出码结束时，会阻止操作，而非放行。新增 Program Status Protocol（OSC 7501）支持，兼容终端可显示 Claude Code 正在工作、等待用户或已完成。/copy 选择器新增引用文本复制，复制草稿消息时可去除 > 标记。后续原文已在来源摘要中截断。", "translation": { "status": "ok", "sourceHash": "d4333b37ad54174f0030eb240f76909574b0f25e66c373467fabaf1762d1476d", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "9db7bb821207b37bc0f8e5c4", "title": "Pay-per-inference for AI agents: How BlockRun and Incarna use Amazon Bedrock AgentCore payments", "summary": "Amazon Bedrock AgentCore payments gives AI agents a managed way to pay for services on demand, with spending limits enforced by the infrastructure. See how Incarna's agents pay BlockRun for model inference one request at a time over x402, cutting the work of adding x402 payment support from months to days.", "url": "https://aws.amazon.com/blogs/machine-learning/pay-per-inference-for-ai-agents-how-blockrun-and-incarna-use-amazon-bedrock-agentcore-payments/", "source": { "id": "aws", "name": "AWS Machine Learning", "url": "https://aws.amazon.com/blogs/machine-learning/", "kind": "官方工程" }, "author": "Peter Jiang", "publishedAt": "2026-10-08T18:33:29.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Amazon Bedrock AgentCore", "Customer Solutions", "Foundational (100)" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "aa682c665ed1062ab5bb9534ad0f6cfc495fe056287f3a1957399075e2953082", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "AI 智能体按次支付推理费用：BlockRun 与 Incarna 如何使用 Amazon Bedrock AgentCore payments", "summaryZh": "Amazon Bedrock AgentCore payments 为 AI 智能体提供托管的按需服务付款方式，并由基础设施强制执行支出上限。了解 Incarna 的智能体如何通过 x402，逐次请求向 BlockRun 支付模型推理费用，将添加 x402 支付支持所需的工作从数月缩短至数天。", "translation": { "status": "ok", "sourceHash": "aa682c665ed1062ab5bb9534ad0f6cfc495fe056287f3a1957399075e2953082", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "bed07c71f47773345667ee07", "title": "Debunking the Biggest Data Center Myths", "summary": "Developer and content creator Tom Shaw breaks down three of the biggest myths about data centers. The post Debunking the Biggest Data Center Myths appeared first on Meta Newsroom .", "url": "https://about.fb.com/news/2026/10/debunking-the-biggest-data-center-myths/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-08T16:53:24.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Meta", "Recent News", "Sidebar - Featured", "Technology and Innovation", "AI", "Data Centers" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "a22eb4acd970a19f209866cc4cfddd6c57fa2324e052f6795427d1cab63e3f11", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "澄清关于数据中心的三大误解", "summaryZh": "开发者及内容创作者 Tom Shaw 解析关于数据中心的三大误解。本文最初发表于 Meta Newsroom。", "translation": { "status": "ok", "sourceHash": "a22eb4acd970a19f209866cc4cfddd6c57fa2324e052f6795427d1cab63e3f11", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "5cf5eb9da44fc021d7eccd2b", "title": "How Oracle turns days of work into minutes with ChatGPT and Codex", "summary": "Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.", "url": "https://openai.com/index/oracle", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-08T16:00:00.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "662131f26ed644f99b875bd3fa247a1f494a8ec447f97911b0ad2d876bab91c5", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Oracle 如何借助 ChatGPT 和 Codex，将数天的工作缩短至数分钟", "summaryZh": "Oracle 在招聘、工程和运营领域，利用 ChatGPT Work 与 Codex，将专业知识转化为快速、可重复的工作流程。", "translation": { "status": "ok", "sourceHash": "662131f26ed644f99b875bd3fa247a1f494a8ec447f97911b0ad2d876bab91c5", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "69dee1e209ce825b3c5eb5a2", "title": "Pollo AI turns creative ideas into campaigns with OpenAI", "summary": "With GPT-5.6, GPT-6 Astra, and GPT‑Image‑2.5, Pollo AI helps creators turn bold ideas into detailed images and cinematic video ads.", "url": "https://openai.com/index/pollo-ai", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-08T12:00:00.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Startup" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "1f756e198934477635f948833ed9a4e8de82afaf17a515d4a1a57f38d45558cc", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Pollo AI 借助 OpenAI，将创意转化为广告活动", "summaryZh": "Pollo AI 利用 GPT-5.6、GPT-6 Astra 和 GPT-Image-2.5，帮助创作者将大胆创意转化为细节丰富的图像与电影感视频广告。", "translation": { "status": "ok", "sourceHash": "1f756e198934477635f948833ed9a4e8de82afaf17a515d4a1a57f38d45558cc", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "ed7bea17e150a82889401cb8", "title": "LegalOn halves Codex costs while maintaining development speed", "summary": "LegalOn cut estimated daily Codex costs by 65% while maintaining development speed. It matched Astra, Sol, and Luna to tasks and managed budgets strategically.", "url": "https://openai.com/index/legalon-halves-codex-costs", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-08T12:00:00.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "ffd4df2f5254b500c83b221c9a16f61b061835e69659e8f1570ef9edbb31ae6c", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "LegalOn 在保持开发速度的同时，将 Codex 成本减半", "summaryZh": "LegalOn 在保持开发速度的同时，将预估的 Codex 每日成本降低了 65%。它根据任务选择 Astra、Sol 或 Luna，并有策略地管理预算。", "translation": { "status": "ok", "sourceHash": "ffd4df2f5254b500c83b221c9a16f61b061835e69659e8f1570ef9edbb31ae6c", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "2e2b90621d3e6ea567d0fad6", "title": "Meta Donates 1,000 AI Glasses to Singapore’s Disability Community", "summary": "Meta donates 1,000 Ray-Ban Meta AI glasses to four Singapore community organisations to help persons with disabilities. The post Meta Donates 1,000 AI Glasses to Singapore’s Disability Community appeared first on Meta Newsroom .", "url": "https://about.fb.com/news/2026/10/meta-donates-1000-ai-glasses-to-singapores-disability-community/", "source": { "id": "meta-news", "name": "Meta 公司新闻", "url": "https://about.fb.com/news/", "kind": "公司官方新闻（非研究完整覆盖）" }, "author": "Facebook", "publishedAt": "2026-10-08T05:49:36.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "APAC Newsroom" ], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "4f5e415abf835d4d25d1911afc4e8add159ff8f0ebe8bbd50fb697a72081692b", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Meta 向新加坡残障社群捐赠 1,000 副 AI 眼镜", "summaryZh": "Meta 向新加坡四个社区组织捐赠 1,000 副 Ray-Ban Meta AI 眼镜，帮助残障人士。本文最初发表于 Meta Newsroom。", "translation": { "status": "ok", "sourceHash": "4f5e415abf835d4d25d1911afc4e8add159ff8f0ebe8bbd50fb697a72081692b", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "a24a4cc37e52401225041c8e", "title": "Claude Code v2.1.294", "sourceTitle": "v2.1.294", "titleTransform": "产品名前缀＋来源发布标题；非逐字原始标题", "summary": "What's changed Fixed prompt and agent hooks written as instructions (such as \"Block commands that...\") allowing what they should block Improved how prompt hooks on Stop and SubagentStop written as instructions (such as \"Carry on if the build is broken\") are judged, so Claude is less likely to stop early", "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.294", "source": { "id": "claude-releases", "name": "Anthropic Claude Code 官方版本", "url": "https://github.com/anthropics/claude-code/releases", "kind": "官方版本（含预览版）" }, "author": "ashwin-ant", "publishedAt": "2026-10-08T05:03:54.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "30b4e66a6e71721247fd5fcb0a1c614b830397bd14fbfe09dc879d34567e4458", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Claude Code v2.1.294 版本更新", "summaryZh": "更新内容：修复以指令形式编写的 prompt hook 和 agent hook（如“阻止……命令”）未能拦截应阻止操作的问题。改进对 Stop 和 SubagentStop 中指令式 prompt hook（如“如果构建失败就继续”）的判断，使 Claude 更不容易过早停止。", "translation": { "status": "ok", "sourceHash": "30b4e66a6e71721247fd5fcb0a1c614b830397bd14fbfe09dc879d34567e4458", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:46:00.034Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "1e3bbcebd0598f4ff4aa1d68", "title": "Disrupting AI-enabled “false front” operations", "summary": "OpenAI disrupted two AI-enabled influence operations that used false-front journalists and a think tank to spread geopolitical messaging.", "url": "https://openai.com/index/disrupting-ai-enabled-false-front-operations", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-08T00:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Safety" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "9a2a549f02d3510c852ea9bcc652a7326eeaafba1f81010bcfccdb06a24cab71", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "打击借助 AI 的“伪装门面”行动", "summaryZh": "OpenAI 阻止了两项借助 AI 的影响力行动。这些行动利用充当伪装门面的记者和智库，传播地缘政治信息。", "translation": { "status": "ok", "sourceHash": "9a2a549f02d3510c852ea9bcc652a7326eeaafba1f81010bcfccdb06a24cab71", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "6c87aa6d64973ff45d265bd4", "title": "The model that didn't exist, so you made it yourself", "summary": "", "url": "https://huggingface.co/blog/building-with-ml-intern", "source": { "id": "huggingface", "name": "Hugging Face 生态", "url": "https://huggingface.co/blog", "kind": "平台及社区作者" }, "author": null, "publishedAt": "2026-10-08T00:00:00.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "771cbe8c7cfb91cd246433890168ff799812092662912356f6b32af37119cf4c", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "没有现成的模型，于是你自己造了一个", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "771cbe8c7cfb91cd246433890168ff799812092662912356f6b32af37119cf4c", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "9aef4e0f354f1a886c884761", "title": "NVIDIA, Microsoft Kick Off a New Beginning for Windows PCs With RTX Spark and AI Agents", "summary": "At a Microsoft event in San Francisco on Wednesday, NVIDIA founder and CEO Jensen Huang and Microsoft CEO Satya Nadella outlined how NVIDIA and Microsoft are co-engineering hardware and software for AI agents to run on Windows PCs. NVIDIA was founded because of Windows, Huang said. Now AI agents are coming to Windows. “If you […]", "url": "https://blogs.nvidia.com/blog/local-ai-rtx-spark-microsoft-windows-event/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Gerardo Delgado", "publishedAt": "2026-10-07T18:45:28.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI", "Agentic AI", "Artificial Intelligence", "Local AI", "NVIDIA RTX", "Open Source" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "e77ac5634a33b0e548ea86149d602d7e9bd892d6ab2a8619198ee78395c5608e", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "NVIDIA 与 Microsoft 借 RTX Spark 和 AI 智能体，为 Windows PC 开启新篇章", "summaryZh": "在周三于旧金山举行的 Microsoft 活动上，NVIDIA 创始人兼首席执行官黄仁勋与 Microsoft 首席执行官 Satya Nadella，介绍了两家公司如何协同设计硬件和软件，让 AI 智能体在 Windows PC 上运行。黄仁勋表示，NVIDIA 因 Windows 而诞生。如今，AI 智能体正走向 Windows。“如果你……”", "translation": { "status": "ok", "sourceHash": "e77ac5634a33b0e548ea86149d602d7e9bd892d6ab2a8619198ee78395c5608e", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "56f8e09b1b593e92ddb53d2b", "title": "Claude Code v2.1.293", "sourceTitle": "v2.1.293", "titleTransform": "产品名前缀＋来源发布标题；非逐字原始标题", "summary": "What's changed Added Claude Haiku 5.5 ( claude-haiku-5-5 ), now the default Haiku model on the Anthropic API — 1M context, $0.10/$0.50 per Mtok ($0.50/$2.50 for prompts over 100K) Added agentType to the subagentStatusLine payload, so scripts can tell custom subagent types apart Added isDeferred to $.tool.register for mods: false lists the tool's schema in the prompt from the start instead of behind tool search Fixed", "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.293", "source": { "id": "claude-releases", "name": "Anthropic Claude Code 官方版本", "url": "https://github.com/anthropics/claude-code/releases", "kind": "官方版本（含预览版）" }, "author": "ashwin-ant", "publishedAt": "2026-10-07T18:10:20.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "156600524c7290f69709d3175e22ec6f8522fe44cd6afa0ccd4f778e66429b09", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Claude Code v2.1.293 版本更新", "summaryZh": "更新内容：新增 Claude Haiku 5.5（claude-haiku-5-5）；公告称其现为 Anthropic API 默认 Haiku 模型，支持 1M 上下文，价格为每百万 token $0.10/$0.50，提示超过 100K 时为 $0.50/$2.50。subagentStatusLine 载荷新增 agentType，使脚本可区分自定义子智能体类型。mod 的 $.tool.register 新增 isDeferred；设为 false 时，工具 schema 会从一开始列入提示，不必等待工具搜索。后续修复说明已在来源摘要中截断。", "translation": { "status": "ok", "sourceHash": "156600524c7290f69709d3175e22ec6f8522fe44cd6afa0ccd4f778e66429b09", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:49:10.821Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "9c6864cb3e2bcbe241f6cf86", "title": "Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses", "summary": "Training AI agents with reinforcement learning can be challenging because their tools, context, and decision-making are managed by complex frameworks. Agent Lightning connects existing agents to RL training, making it easier to improve them without rebuilding them. The post Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses appeared first on Microsoft Research", "url": "https://www.microsoft.com/en-us/research/blog/agent-lightning-v1-0-a-3500-line-lightweight-agentic-rl-framework-for-training-agents-with-real-harnesses/", "source": { "id": "microsoft", "name": "Microsoft Research", "url": "https://www.microsoft.com/en-us/research/", "kind": "官方研究" }, "author": "Zhiyuan He, Yuqing Yang", "publishedAt": "2026-10-07T16:00:00.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "Research Blog" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "8b04be921d5372a9cdc3822c946b30add4a0ac255c643a8e2d55cf5f0bfa5561", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Agent Lightning v1.0：3,500 行代码的轻量智能体强化学习框架，支持在真实运行框架中训练智能体", "summaryZh": "使用强化学习训练 AI 智能体可能很有挑战，因为它们的工具、上下文及决策由复杂框架管理。Agent Lightning 将现有智能体接入强化学习训练，让改进智能体变得更容易，无需重新构建。本文《Agent Lightning v1.0：3,500 行代码的轻量智能体强化学习框架，支持在真实运行框架中训练智能体》最初发表于 Microsoft Research。", "translation": { "status": "ok", "sourceHash": "8b04be921d5372a9cdc3822c946b30add4a0ac255c643a8e2d55cf5f0bfa5561", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "02f95a4124373db2015cd828", "title": "Introducing Falcon ASR", "summary": "", "url": "https://huggingface.co/blog/tiiuae/falcon-asr", "source": { "id": "huggingface", "name": "Hugging Face 生态", "url": "https://huggingface.co/blog", "kind": "平台及社区作者" }, "author": null, "publishedAt": "2026-10-07T13:21:03.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "ba45c205c8671eee78eac60f435bc810348a57ede971d2d95263056178a6a57e", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "推出 Falcon ASR", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "ba45c205c8671eee78eac60f435bc810348a57ede971d2d95263056178a6a57e", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "b43053db5b73c67882038c62", "title": "Helping teens learn, plan, and shape the future of AI", "summary": "College Planner is coming to ChatGPT for Teens to help students manage college applications, alongside new flashcards, quizzes, and a teen AI council.", "url": "https://openai.com/index/teens-learn-and-plan", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-07T12:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Product" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "ce292c22bf34fc3ec6f1ae0c6ee97e8449ec13e8cbfa15c5f281ba8fc77fcd17", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "帮助青少年学习、规划并塑造 AI 的未来", "summaryZh": "College Planner 即将登陆 ChatGPT for Teens，帮助学生管理大学申请，同时还将推出新的抽认卡、测验及青少年 AI 委员会。", "translation": { "status": "ok", "sourceHash": "ce292c22bf34fc3ec6f1ae0c6ee97e8449ec13e8cbfa15c5f281ba8fc77fcd17", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "3b00c9dae11f82a479b24f1e", "title": "Introducing Playground: Create and play custom games", "summary": "Playground is a new experimental gaming platform that lets you create, play, and share custom games.", "url": "https://blog.google/innovation-and-ai/technology/ai/playground-experimental-gaming-platform/", "source": { "id": "google", "name": "Google AI", "url": "https://blog.google/innovation-and-ai/", "kind": "官方发布" }, "author": "Maryam Karimzadehgan", "publishedAt": "2026-10-07T12:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "25b7f5d05a0d863c3fd8f86e4305d5d296f050f560dbb8abc0177b6332420f27", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "推出 Playground：创建和畅玩自定义游戏", "summaryZh": "Playground 是一个新的实验性游戏平台，让你创建、游玩及分享自定义游戏。", "translation": { "status": "ok", "sourceHash": "25b7f5d05a0d863c3fd8f86e4305d5d296f050f560dbb8abc0177b6332420f27", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "fb2a2e587d5460a607b178cc", "title": "Radisson Hotel Group brings hotel discovery into ChatGPT", "summary": "Radisson partnered with Accenture to build a ChatGPT plugin using OpenAI technology, helping travelers find, compare, and book hotels while planning their trips.", "url": "https://openai.com/index/radisson", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-07T07:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "f1a334bd6aa242f4a4beca04898b1ee46a54cbdb208954203dc84ab0bc8d032e", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Radisson Hotel Group 将酒店探索体验带入 ChatGPT", "summaryZh": "Radisson 与 Accenture 合作，利用 OpenAI 技术构建 ChatGPT 插件，帮助旅客在规划旅程时查找、比较及预订酒店。", "translation": { "status": "ok", "sourceHash": "f1a334bd6aa242f4a4beca04898b1ee46a54cbdb208954203dc84ab0bc8d032e", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "d4dcf2f9014761024c85ac52", "title": "GPT-6 and Intelligent UI for everyone", "summary": "GPT‑6 is rolling out globally in ChatGPT with Intelligent UI, delivering faster responses with visuals and interactive experiences you can explore and use directly.", "url": "https://openai.com/index/gpt-6-for-everyone", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-07T00:00:00.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [ "Product" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "412df094374dd1b3ef885c36d1b90f84e19b2e6c91ae58744a7c2ffa8a5eb07c", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "面向所有人的 GPT-6 与 Intelligent UI", "summaryZh": "GPT-6 正在 ChatGPT 中向全球推出，并配备 Intelligent UI，带来更快的回答，以及可直接探索和使用的视觉内容与互动体验。", "translation": { "status": "ok", "sourceHash": "412df094374dd1b3ef885c36d1b90f84e19b2e6c91ae58744a7c2ffa8a5eb07c", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "2de865185c69a3813d684e84", "title": "EmbeddingGemma 2: an open, lightweight multimodal embedding model", "summary": "", "url": "https://deepmind.google/blog/embeddinggemma-2-an-open-lightweight-multimodal-embedding-model/", "source": { "id": "deepmind", "name": "Google DeepMind", "url": "https://deepmind.google/blog/", "kind": "官方研究" }, "author": null, "publishedAt": "2026-10-06T19:57:04.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "fca82cdbff12c41d89fc8ef6a74bf39112d7e85fdf648fa45ec51c0cd796f690", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "EmbeddingGemma 2：开放、轻量的多模态嵌入模型", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "fca82cdbff12c41d89fc8ef6a74bf39112d7e85fdf648fa45ec51c0cd796f690", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "a87e67ae638cd2790112d10d", "title": "Claude Code v2.1.292", "sourceTitle": "v2.1.292", "titleTransform": "产品名前缀＋来源发布标题；非逐字原始标题", "summary": "What's changed Added --marketplace to claude plugin install : adds the marketplace if needed, under the same policy checks as claude plugin marketplace add , then installs the plugin from it Added an effort parameter to the Agent tool, so Claude runs a sub-agent at the effort level you ask for Added CLAUDE_CODE_OVERLOADED_RETRY_BASE_DELAY_MS environment variable to set a longer base delay for the backoff whe", "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.292", "source": { "id": "claude-releases", "name": "Anthropic Claude Code 官方版本", "url": "https://github.com/anthropics/claude-code/releases", "kind": "官方版本（含预览版）" }, "author": "ashwin-ant", "publishedAt": "2026-10-06T18:59:30.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T14:33:49.167Z", "contentHash": "92c0e6c91c0e1008d7d5fac8781803778a9ce135e44b86c88f54a7571413ef9e", "firstSeenAt": "2026-10-17T14:33:49.167Z", "lastChangedAt": "2026-10-17T14:34:59.473Z", "titleZh": "Claude Code v2.1.292 版本更新", "summaryZh": "更新内容：claude plugin install 新增 --marketplace；如有需要，先按 claude plugin marketplace add 相同策略检查并添加市场，再从中安装插件。Agent 工具新增 effort 参数，可按要求的推理强度运行子智能体。新增 CLAUDE_CODE_OVERLOADED_RETRY_BASE_DELAY_MS，用于设置更长的重试退避基础延迟；后续原文已在来源摘要中截断。", "translation": { "status": "ok", "sourceHash": "92c0e6c91c0e1008d7d5fac8781803778a9ce135e44b86c88f54a7571413ef9e", "engine": "editorial_seed", "model": "Codex session editorial review", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "translatedAt": "2026-10-17T14:49:10.821Z", "reviewNoteZh": "本次会话人工整理初始中文；不是后台Qwen翻译" } }, { "id": "b67caddda941eca8e4af9737", "title": "What AI gets wrong and what failure teaches us", "summary": "Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity. The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research .", "url": "https://www.microsoft.com/en-us/research/podcast/what-ai-gets-wrong-and-what-failure-teaches-us/", "source": { "id": "microsoft", "name": "Microsoft Research", "url": "https://www.microsoft.com/en-us/research/", "kind": "官方研究" }, "author": "Chad Atalla, Jennifer Neville", "publishedAt": "2026-10-06T16:19:06.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "Microsoft Research Podcast" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "00aceeb0df6f170c57f39b2b7b4a5a0375fadd28eed73eb1d61b1d03fabc2a6b", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "AI 会犯哪些错误，失败又能教会我们什么", "summaryZh": "Jennifer Neville 原本不想从事计算机科学，但最终恰恰进入了这个领域。Neville 谈到了让她找到理想职业方向的曲折经历，以及她识别“令人意外的失败”的研究；这些失败使 AI 难以应对复杂性。本文《AI 会犯哪些错误，失败又能教会我们什么》最初发表于 Microsoft Research。", "translation": { "status": "ok", "sourceHash": "00aceeb0df6f170c57f39b2b7b4a5a0375fadd28eed73eb1d61b1d03fabc2a6b", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "a780e85e351703ee29da0462", "title": "Atlassian and OpenAI expand partnership to turn enterprise knowledge into action", "summary": "Atlassian and OpenAI are expanding their partnership to connect frontier models with enterprise knowledge and help teams plan, build, and deliver work.", "url": "https://openai.com/index/atlassian-partnership", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-10-06T16:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Company" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "642f28243817c13142884b7fcd67e072d60625a44722a5821f0fb335607dff0f", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Atlassian 与 OpenAI 扩大合作，将企业知识转化为行动", "summaryZh": "Atlassian 与 OpenAI 正扩大合作，将前沿模型与企业知识连接起来，帮助团队规划、构建及交付工作。", "translation": { "status": "ok", "sourceHash": "642f28243817c13142884b7fcd67e072d60625a44722a5821f0fb335607dff0f", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "7fce2cb6ca46e19277f097fa", "title": "Why Telecom Operators Are Building Their AI Strategy on Open Models", "summary": "Telecom operators are increasingly building their AI strategies on open models — and the reasons go beyond mere cost. 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自动翻译。" } }, { "id": "b0015e130574884506dfc9f5", "title": "NVIDIA Opens Applications for 2027–2028 Graduate Fellowships With Awards Up to $60,000", "summary": "Bringing together the world’s brightest minds and the latest accelerated computing technology leads to powerful breakthroughs that help tackle some of the biggest research problems. To foster such innovation, the NVIDIA Graduate Fellowship Program provides grants, mentors and technical support to doctoral students doing outstanding research relevant to NVIDIA technologies. The program, in its 26th […]", "url": "https://blogs.nvidia.com/blog/applications-open-graduate-fellowship-awards-2026/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Sharon Gibbons", "publishedAt": "2026-09-30T17:00:21.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "AI", "Corporate", "Research", "Artificial Intelligence", "Education" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "2b20acc8f5470a6811a58230f38dd10c42f13e12418d2029b574bf1f9438ca68", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "NVIDIA 开放 2027–2028 年度研究生奖学金申请，奖金最高 60,000 美元", "summaryZh": "汇聚全球优秀人才与最新加速计算技术，可带来强大突破，帮助应对重大的研究难题。为推动此类创新，NVIDIA 研究生奖学金计划向从事与 NVIDIA 技术相关的杰出研究的博士生，提供资助、导师指导和技术支持。该计划已进入第 26 届……", "translation": { "status": "ok", "sourceHash": "2b20acc8f5470a6811a58230f38dd10c42f13e12418d2029b574bf1f9438ca68", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "eddbf971051f0f2ff5d5fa3d", "title": "Forecasting space weather risks on power grids", "summary": "Extreme space-weather events can damage power systems on Earth and degrade GPS accuracy and satellite operations. A new machine learning system can predict where damage is likely to occur 30-60 minutes before a storm arrives. The post Forecasting space weather risks on power grids appeared first on Microsoft Research .", "url": "https://www.microsoft.com/en-us/research/blog/forecasting-space-weather-risks-on-power-grids/", "source": { "id": "microsoft", "name": "Microsoft Research", "url": "https://www.microsoft.com/en-us/research/", "kind": "官方研究" }, "author": "Rohan Kannan", "publishedAt": "2026-09-30T16:00:00.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "Research Blog" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "b9a8b976cca8a815135b7d2dc468e56375730809b1f33d6964418e119db7b864", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "预测太空天气对电网的风险", "summaryZh": "极端太空天气事件可能损坏地球上的电力系统，并降低 GPS 精度、影响卫星运行。一个新的机器学习系统能够在风暴到来前 30 至 60 分钟，预测哪些地方可能受损。本文《预测太空天气对电网的风险》最初发表于 Microsoft Research。", "translation": { "status": "ok", "sourceHash": "b9a8b976cca8a815135b7d2dc468e56375730809b1f33d6964418e119db7b864", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "69a4eb364cad5abca2413a08", "title": "Introducing SynthID Bio", "summary": "Proof of concept for watermarking AI-generated proteins while preserving biological function.", "url": "https://deepmind.google/blog/introducing-synthid-bio/", "source": { "id": "deepmind", "name": "Google DeepMind", "url": "https://deepmind.google/blog/", "kind": "官方研究" }, "author": null, "publishedAt": "2026-09-30T15:03:07.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "e065e897970d4e8e8a0cfc31f6455c21f14abd30255e0a6c5b010177c17a09d6", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "推出 SynthID Bio", "summaryZh": "一项概念验证：在保持生物功能的同时，为 AI 生成的蛋白质添加水印。", "translation": { "status": "ok", "sourceHash": "e065e897970d4e8e8a0cfc31f6455c21f14abd30255e0a6c5b010177c17a09d6", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "9a9b55fe263d4803716406bc", "title": "Disrupting a coordinated model-distillation campaign", "summary": "Learn how OpenAI disrupted a campaign to extract protected model reasoning and is strengthening defenses against adversarial distillation.", "url": "https://openai.com/index/disrupting-a-coordinated-model-distillation-campaign", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-30T10:30:00.000Z", "category": "研究", 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a new report on how small teams are using AI.", "url": "https://openai.com/index/helping-small-businesses-put-ai-to-work", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-30T10:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Global Affairs" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "b004eed50b6944118f3fc3bb22f207e30f3165adf79942bb7b2d250376bc5fcb", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "帮助小型企业将 AI 用于实际工作", "summaryZh": "OpenAI 正与 America’s SBDC 合作，扩大小型企业的实操 AI 培训及本地支持，并发布一份有关小团队如何使用 AI 的新报告。", "translation": { "status": "ok", "sourceHash": "b004eed50b6944118f3fc3bb22f207e30f3165adf79942bb7b2d250376bc5fcb", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "5def59e3b4fca648bde58544", "title": "Open TTS Leaderboard: Scalable Evaluation for Multilingual Text-to-Speech and Voice Cloning", "summary": "", "url": "https://huggingface.co/blog/open-tts-leaderboard", "source": { "id": "huggingface", "name": "Hugging Face 生态", "url": "https://huggingface.co/blog", "kind": "平台及社区作者" }, "author": null, "publishedAt": "2026-09-30T00:00:00.000Z", "category": "多模态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "3a3533ce0b6548404323b76272c652d9791da01f3872e6d389dc85bec84e8dec", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "开放 TTS 排行榜：可扩展的多语言文本转语音与声音克隆评估", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "3a3533ce0b6548404323b76272c652d9791da01f3872e6d389dc85bec84e8dec", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "377ef8943b60416578be825f", "title": "Introducing Quine: An AI research system designed for the complexity of biology", "summary": "Biology doesn't operate in silos, and neither should the AI representation of it. Quine is an early-stage research effort to create a multimodal world model of biology. By connecting insights across biological scales and modalities, Quine helps scientists computationally search a space far larger than intuition allows and prioritize hypotheses before they reach the lab. Experimental results provide important feedback", "url": "https://www.microsoft.com/en-us/research/blog/introducing-quine-an-ai-research-system-designed-for-the-complexity-of-biology/", "source": { "id": "microsoft", "name": "Microsoft Research", "url": "https://www.microsoft.com/en-us/research/", "kind": "官方研究" }, "author": "Nicolo Fusi, Jonathan M. 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Learn how dots help you stay in control while work moves forward.", "url": "https://openai.com/index/introducing-dots", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-29T00:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "Product" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "81424a441df825e587ebe1ba96f26e63dc8f5030cbba9f409ff61d4c95151a36", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "推出 dots", "summaryZh": "OpenAI 的 dots 是主动式助手，能够持续推进复杂项目与日常任务。了解 dots 如何在工作不断推进的同时，让你保持掌控。", "translation": { "status": "ok", "sourceHash": "81424a441df825e587ebe1ba96f26e63dc8f5030cbba9f409ff61d4c95151a36", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "c635a1d871994aff085b939b", "title": "One year in: How Microsoft Research Asia – Singapore is advancing research, partnership and talent for real-world impact", "summary": "Since launching a year ago, the Microsoft Research Asia — Singapore lab has established a strong foundation, deepened collaboration across government, academia, and industry, and explored how frontier AI research can create real-world value. The post One year in: How Microsoft Research Asia – Singapore is advancing research, partnership and talent for real-world impact appeared first on Microsoft Research .", "url": "https://www.microsoft.com/en-us/research/blog/one-year-in-how-microsoft-research-asia-singapore-is-advancing-research-partnership-and-talent-for-real-world-impact/", "source": { "id": "microsoft", "name": "Microsoft Research", "url": "https://www.microsoft.com/en-us/research/", "kind": "官方研究" }, "author": "Microsoft Research Team", "publishedAt": "2026-09-28T21:00:00.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "Research Blog" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "3bbc460260e5f2faa0a760569c8ddbca4ca4037456dbc318d6d3345534a311b5", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "成立一周年：微软亚洲研究院新加坡实验室如何通过研究、合作与人才培养创造实际影响", "summaryZh": "自一年前成立以来，微软亚洲研究院新加坡实验室已建立坚实基础，深化与政府、学术界及产业界的合作，并探索前沿 AI 研究如何创造现实价值。本文《成立一周年：微软亚洲研究院新加坡实验室如何通过研究、合作与人才培养创造实际影响》最初发表于 Microsoft Research。", "translation": { "status": "ok", "sourceHash": "3bbc460260e5f2faa0a760569c8ddbca4ca4037456dbc318d6d3345534a311b5", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "53863fd161ac40b4058dbe23", "title": "How we will do better for Australia", "summary": "OpenAI apologises for incidents involving Australian government websites and outlines stronger safeguards and support to strengthen Australia’s cyber defences.", "url": "https://openai.com/index/how-we-will-do-better-for-australia", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-28T19:00:00.000Z", "category": "应用与生态", "categoryMethod": 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"note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "d5f58f6762b8dc60405342ce", "title": "Watch the winning trailer from the Future Vision XPRIZE, The Gifted.", "summary": "Watch the winning trailer from the Future Vision XPRIZE, The Gifted.", "url": "https://blog.google/innovation-and-ai/technology/ai/winner-future-vision-xprize/", "source": { "id": "google", "name": "Google AI", "url": "https://blog.google/innovation-and-ai/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-28T19:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "a163b2f2ceaeadc8b8424849267c615c04ffcb6db9cde47f51528d7cb091a586", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "观看 Future Vision XPRIZE 获奖预告片《The Gifted》", "summaryZh": "观看 Future Vision XPRIZE 获奖预告片《The Gifted》。", "translation": { "status": 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"summaryZh": "OpenAI 正向乌克兰政府开放 Daybreak 计划的访问权限，以支持民用基础设施的网络防御。", "translation": { "status": "ok", "sourceHash": "7b9bc2ed4835b4f890a9010ed4f68f3f3520d5f4cd393ef24c8be91f1702c968", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "a5120f8e904fd354712303a2", "title": "Sam Altman’s remarks at the United Nations Security Council", "summary": "OpenAI CEO Sam Altman discusses AI safety, human control, and international cooperation in remarks to the United Nations Security Council.", "url": "https://openai.com/index/sam-altman-un-security-council-remarks", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-23T12:00:00.000Z", "category": "应用与生态", "categoryMethod": 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"note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "796b1c3428aff2389ff1468d", "title": "Ringg’s AI agents resolve up to 65% of customer calls with OpenAI", "summary": "Using GPT-5.6, Ringg powers multilingual agents across voice, chat, WhatsApp, and web for 90% less cost vs. GPT-4.1.", "url": "https://openai.com/index/ringg", "source": { "id": "openai", "name": "OpenAI", "url": "https://openai.com/news/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-23T12:00:00.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "9d32dae1c614cc8532e058a16e587f22302b3bd8c6574ed6863fb83c0e76d11e", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Ringg 的 AI 智能体借助 OpenAI，解决最高 65% 的客户来电", "summaryZh": "Ringg 使用 GPT-5.6，驱动覆盖语音、聊天、WhatsApp 和网页的多语言智能体，成本较 GPT-4.1 降低 90%。", "translation": { "status": "ok", "sourceHash": "9d32dae1c614cc8532e058a16e587f22302b3bd8c6574ed6863fb83c0e76d11e", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "700c0adbb423ff58a5b26523", "title": "At AI Day Singapore, NVIDIA and Partners Showcase AI Advancements Across Southeast Asia", "summary": "NVIDIA AI Day Singapore, which takes place Sept. 22-23 at the Raffles City Convention Centre, is offering attendees opportunities to explore the hands-on training, expert-led sessions and advanced tools to accelerate their work in AI and high-performance computing. At the event, NVIDIA and its partners are showcasing breakthrough AI advancements across the Southeast Asia region […]", "url": "https://blogs.nvidia.com/blog/ai-day-singapore/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "NVIDIA Writers", "publishedAt": "2026-09-23T02:30:22.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI", "AI Days", "Artificial Intelligence", "Economic Development", "Events", "Nemotron" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "30478a7cc87e0a35e9973fbd3eda81b98671af941236ca06a3f2ab65556beb4d", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "NVIDIA 与合作伙伴在新加坡 AI Day 展示东南亚 AI 进展", "summaryZh": "NVIDIA AI Day Singapore 于 9 月 22 至 23 日在莱佛士城会议中心举行，为与会者提供实操培训、专家主讲课程及先进工具，帮助加快 AI 与高性能计算工作。在活动中，NVIDIA 及其合作伙伴正展示东南亚地区突破性的 AI 进展……", "translation": { "status": "ok", "sourceHash": 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"53ab392328118bf970113cc34cb4c022534db2217d46370d3e7be954c3022130", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "Transformers 现可运行 llama.cpp 量化模型", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "53ab392328118bf970113cc34cb4c022534db2217d46370d3e7be954c3022130", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "0a3c2923d1e9ecd780627d00", "title": "Jun Kim, oMLX creator and maintainer, joins Hugging Face to support the MLX community", "summary": "", "url": "https://huggingface.co/blog/omlx", "source": { "id": "huggingface", "name": "Hugging Face 生态", "url": "https://huggingface.co/blog", "kind": "平台及社区作者" }, "author": null, "publishedAt": "2026-09-22T00:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "e54719a38710382099117a250ae81abd0b1b760a57ca099e50a9c680b6dd968b", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "oMLX 创建者兼维护者 Jun Kim 加入 Hugging Face，支持 MLX 社区", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "e54719a38710382099117a250ae81abd0b1b760a57ca099e50a9c680b6dd968b", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "4a17bcadbd38f7de3bbbfca6", "title": "From Enablement to Execution, Egypt’s AI Ecosystem Reaches Production Scale", "summary": "Today, Egypt’s AI builders gathered in the Grand Egyptian Museum for a reception that highlighted the nation’s rapidly growing AI ecosystem — spanning AI natives, developers, researchers, startups and enterprises — building applications across industries. The event included a keynote from Paolo Guglielmini, vice president of EMEA at NVIDIA. Ahmed Mostafa, regional AI adoption lead […]", "url": "https://blogs.nvidia.com/blog/egypt-africa-ai-ecosystem/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Fatima Tambajang", "publishedAt": "2026-09-21T16:00:10.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI", "AI Factory", "Artificial Intelligence", "Customer Stories", "Deep Learning Institute", "Economic Development" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "e4dbb956821d468d65ca4862cf00287564256e915341760400c4555af67fd0ba", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "从赋能到落地，埃及 AI 生态迈向规模化生产应用", "summaryZh": "今天，埃及 AI 开发者齐聚大埃及博物馆参加招待会，展现该国迅速发展的 AI 生态，包括在各行业构建应用的 AI 原生企业、开发者、研究人员、初创公司及企业。活动设有 NVIDIA 欧洲、中东和非洲区副总裁 Paolo Guglielmini 的主题演讲。区域 AI 应用负责人 Ahmed Mostafa……", "translation": { "status": "ok", "sourceHash": "e4dbb956821d468d65ca4862cf00287564256e915341760400c4555af67fd0ba", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "8a7a13a7c3ed11fde85fa179", "title": "Improving synthesis prediction of small molecules at scale with RetroChimera", "summary": "Custom-made molecules are advancing medicine, materials, and agriculture, but producing them is slow and expensive. A new Nature paper highlights RetroChimera, a predictive model that helps accelerate chemical synthesis, helping researchers explore a wide range of molecules. The post Improving synthesis prediction of small molecules at scale with RetroChimera appeared first on Microsoft Research .", "url": "https://www.microsoft.com/en-us/research/blog/improving-synthesis-prediction-of-small-molecules-at-scale-with-retrochimera/", "source": { "id": "microsoft", "name": "Microsoft Research", "url": "https://www.microsoft.com/en-us/research/", "kind": "官方研究" }, "author": "Felix Pultar, John Gardner, Guoqing Liu, Marwin Segler", "publishedAt": "2026-09-21T15:30:19.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "Research Blog" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "c9ec0ec046cad85d375b0a46d240036bc43104ba1b5dd2a3a37fdbd842d8e626", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "借助 RetroChimera，大规模改进小分子合成预测", "summaryZh": "定制分子正推动医学、材料和农业发展，但生产过程缓慢且昂贵。《Nature》上的一篇新论文介绍了预测模型 RetroChimera，它有助于加快化学合成，让研究人员探索更广泛的分子。本文《借助 RetroChimera，大规模改进小分子合成预测》最初发表于 Microsoft Research。", "translation": { "status": "ok", "sourceHash": "c9ec0ec046cad85d375b0a46d240036bc43104ba1b5dd2a3a37fdbd842d8e626", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "b52ffa6581c3011aa276ab7a", "title": "AI Security Is an Engineering Problem — How to Solve It at Every Layer of the Agent Stack", "summary": "AI security is an engineering problem. That means defined security requirements, enforceable controls, named owners and evidence that protections work. As AI becomes more capable, the industry must accelerate security engineering, broaden access to defensive tools and share what works faster. Technology Changes, Security Fundamentals Endure The internet and cloud computing changed how software operates, […]", "url": "https://blogs.nvidia.com/blog/ai-security-agent-stack/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Saša Zdjelar", "publishedAt": "2026-09-21T14:51:34.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [ "AI", "Agentic AI", "Artificial Intelligence", "Cybersecurity", "Open Source", "Trustworthy AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "e7f25e7904cb975c3db95e6a2f88c142c518bae51029565c9aaf6282f61ef8f0", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "AI 安全是工程问题：如何在智能体技术栈的每一层解决它", "summaryZh": "AI 安全是工程问题。这意味着要有明确的安全要求、可强制执行的控制措施、指定负责人，以及保护措施有效的证据。随着 AI 能力增强，行业必须加快安全工程，扩大防御工具的可及性，并更快分享有效方法。技术在变化，安全的基本原则仍然适用。互联网和云计算改变了软件的运行方式……", "translation": { "status": "ok", "sourceHash": "e7f25e7904cb975c3db95e6a2f88c142c518bae51029565c9aaf6282f61ef8f0", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "c52bd700f991138bb84f8978", "title": "5 Companies Using NVIDIA AI for Clean Energy", "summary": "Clean energy isn’t hard to come by, but the pace of large-scale adoption has historically been slow due to bottlenecks — including out-of-date infrastructure, elongated research and development timelines, and upfront cost barriers. At New York Climate Week, NVIDIA is highlighting five companies pioneering clean energy projects with AI baked into their foundation, accelerating research-to-inception […]", "url": "https://blogs.nvidia.com/blog/clean-energy-nvidia-ai/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Zoe Kessler", "publishedAt": "2026-09-21T10:00:35.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "AI", "Artificial Intelligence", "Climate", "CUDA", "Customer Stories", "Digital Twin" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "5dd5253424a44c641eb7881de31032c5b38126fd5a321b0a3523c8b06cd2c55d", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "5 家使用 NVIDIA AI 推动清洁能源的公司", "summaryZh": "清洁能源并不难获得，但受老旧基础设施、漫长研发周期及前期成本门槛等瓶颈影响，其大规模普及历来较慢。在纽约气候周，NVIDIA 重点介绍五家将 AI 融入基础、开创清洁能源项目的公司，加速从研究走向项目启动的进程……", "translation": { "status": "ok", "sourceHash": "5dd5253424a44c641eb7881de31032c5b38126fd5a321b0a3523c8b06cd2c55d", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "962c4a0ef890c3ad891464c6", "title": "tokenizers v1: encode, decode and scaling, measured", "summary": "", "url": "https://huggingface.co/blog/tokenizers-v1", "source": { "id": "huggingface", "name": "Hugging Face 生态", "url": "https://huggingface.co/blog", "kind": "平台及社区作者" }, "author": null, "publishedAt": "2026-09-21T00:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "4e3c98fe4265a1197b6a6b391959a0c4faae6fa8737949e587367824c2c0ef3c", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": 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"categoryMethod": "keyword_rules", "tags": [ "AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "974dfaf3b130a2fc93940df66016b025f971122b295c16f4cb1f2e1e65d8e6e1", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "新专家加入 Google 的 AI & Economy 团队", "summaryZh": "我们正引入世界级学术顾问、研究员及核心内部研究人员，扩大 AI & Economy 团队。", "translation": { "status": "ok", "sourceHash": "974dfaf3b130a2fc93940df66016b025f971122b295c16f4cb1f2e1e65d8e6e1", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "ad069a29d99e9726be6e0cd1", "title": "Co-creating the future of fashion with Google", "summary": "Google worked side-by-side with designers Jane Wade and Sergio Hudson to custom-design Google Flow tools to prep for NYFW.", "url": "https://blog.google/innovation-and-ai/technology/ai/google-flow-fashion-week/", "source": { "id": "google", "name": "Google AI", "url": "https://blog.google/innovation-and-ai/", "kind": "官方发布" }, "author": "Yeawon Choi", "publishedAt": "2026-09-18T13:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "4481d890f268d751a00f0294e69a396be9f12bb3fb2894a21e65cda53934115c", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "与 Google 共同创造时尚的未来", "summaryZh": "Google 与设计师 Jane Wade、Sergio Hudson 并肩合作，定制设计 Google Flow 工具，为纽约时装周做准备。", "translation": { "status": "ok", "sourceHash": "4481d890f268d751a00f0294e69a396be9f12bb3fb2894a21e65cda53934115c", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "f7dc607cf74ade26544d1673", "title": "Making global data easier to explore", "summary": "Google and the UN system have launched the UN System Data Commons, a new open platform making global statistics accessible and easy to search.", "url": "https://blog.google/innovation-and-ai/technology/ai/google-un-data-commons-platform/", "source": { "id": "google", "name": "Google AI", "url": "https://blog.google/innovation-and-ai/", "kind": "官方发布" }, "author": "Prem Ramaswami", "publishedAt": "2026-09-17T20:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "a70a808ce02a5d3cd0cfd4beca2397a45bcf864f8d95721d7b9f48162b223db5", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "让全球数据更容易探索", "summaryZh": "Google 与联合国系统推出了 UN System Data Commons。这一新的开放平台让全球统计数据更易获取和搜索。", "translation": { "status": "ok", "sourceHash": "a70a808ce02a5d3cd0cfd4beca2397a45bcf864f8d95721d7b9f48162b223db5", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "adb07246d1b16d3011602e8e", "title": "University of Manchester Uses NVIDIA Earth-2 to Forecast Air Pollution Across the UK", "summary": "Air pollution is a serious public health risk, contributing to an estimated 30,000 deaths in the U.K. alone last year. Data-driven insights can help — but computing air quality with traditional chemistry-based models is expensive, which limits how detailed they can be and how regularly they can be run. David Topping, a professor in the […]", "url": "https://blogs.nvidia.com/blog/uk-air-pollution-research-earth-2/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Isha Salian", "publishedAt": "2026-09-16T05:00:42.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI", "AI for Good", "Climate", "Open Source", "Science" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "a8c992e968c06a0391c6444e09951817f8b963b8cfd946ba6385a9acc539114d", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "曼彻斯特大学使用 NVIDIA Earth-2 预测英国空气污染", "summaryZh": "空气污染是严重的公共健康风险，仅去年在英国就估计促成约 30,000 人死亡。数据驱动的洞见能够提供帮助，但传统化学模型计算空气质量的成本很高，限制了模型的精细程度及运行频率。教授 David Topping……", "translation": { "status": "ok", "sourceHash": "a8c992e968c06a0391c6444e09951817f8b963b8cfd946ba6385a9acc539114d", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "5609622ec8767572e02480b3", "title": "‘Now We Can Know Everything and Do Anything,’ Jensen Huang Says at Dreamforce", "summary": "Know everything. Do anything. That was the message NVIDIA founder and CEO Jensen Huang brought to Salesforce Dreamforce Tuesday, joining CEO Marc Benioff onstage in an appearance that coincided with the announcement of Koa — Salesforce’s first CRM reasoning model, built on NVIDIA Nemotron 3 Super. Huang didn’t just take the stage. He walked into […]", "url": "https://blogs.nvidia.com/blog/jensen-huang-dreamforce/", "source": { "id": "nvidia", "name": "NVIDIA AI", "url": "https://blogs.nvidia.com/", "kind": "官方发布" }, "author": "Brian Caulfield", "publishedAt": "2026-09-15T22:24:34.000Z", "category": "研究", "categoryMethod": "keyword_rules", "tags": [ "AI", "Cloud", "Corporate", "Software", "Agentic AI", "Events" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "dbb94cec2c1d2bb6aafc57084ac26554b2654a098d3623417b64328cca4e3018", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "黄仁勋在 Dreamforce 表示：“现在我们可以知晓一切，做到一切”", "summaryZh": "知晓一切，做到一切。这是 NVIDIA 创始人兼首席执行官黄仁勋周二在 Salesforce Dreamforce 传达的信息。他与 Salesforce 首席执行官 Marc Benioff 同台，此次亮相恰逢 Koa 发布：这是 Salesforce 首个 CRM 推理模型，基于 NVIDIA Nemotron 3 Super 构建。黄仁勋不仅登上了舞台，还走进了……", "translation": { "status": "ok", "sourceHash": "dbb94cec2c1d2bb6aafc57084ac26554b2654a098d3623417b64328cca4e3018", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "2d6f1cb5c87acb2ed8b9ec50", "title": "Introducing Gemini 3.8 Live and 3.8 Live Extended Thinking", "summary": "", "url": "https://deepmind.google/blog/introducing-gemini-3-8-live-and-3-8-live-extended-thinking/", "source": { "id": "deepmind", "name": "Google DeepMind", "url": "https://deepmind.google/blog/", "kind": "官方研究" }, "author": null, "publishedAt": "2026-09-15T17:05:57.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "687a372194cb0bc6aeded02e418b4318f02ab38312d039f4dd5f5d8e0c438ce9", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "推出 Gemini 3.8 Live 与 3.8 Live Extended Thinking", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "687a372194cb0bc6aeded02e418b4318f02ab38312d039f4dd5f5d8e0c438ce9", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "3e031308e0544bb1ce7468ba", "title": "Your Agent Aced the Task. Will It Do It Again?", "summary": "", "url": "https://huggingface.co/blog/ibm-research/altk-evolve-consistency", "source": { "id": "huggingface", "name": "Hugging Face 生态", "url": "https://huggingface.co/blog", "kind": "平台及社区作者" }, "author": null, "publishedAt": "2026-09-15T16:00:44.000Z", "category": "开发工具", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "eb1e8d42b1064534b539c12aac93aacc6b4abc1ff81e876d385001b6a700da53", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "你的智能体出色地完成了任务，下次还能做到吗？", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "eb1e8d42b1064534b539c12aac93aacc6b4abc1ff81e876d385001b6a700da53", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "28a2284dbc9571dc36d5c8bb", "title": "AI for Societal Impact", "summary": "Explore this collection to see how experts and local leaders are using AI breakthroughs to ensure everyone can share the opportunity of AI.", "url": "https://blog.google/innovation-and-ai/technology/ai/ai-for-societal-impact/", "source": { "id": "google", "name": "Google AI", "url": "https://blog.google/innovation-and-ai/", "kind": "官方发布" }, "author": null, "publishedAt": "2026-09-15T16:00:00.000Z", "category": "应用与生态", "categoryMethod": "keyword_rules", "tags": [ "AI" ], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "e3394a8a9eff105c7f46407dea8c72087961c00032e90475db68df24a5572361", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "AI 的社会影响", "summaryZh": "探索这一专题，了解专家与地方领导者如何利用 AI 突破，确保每个人都能分享 AI 带来的机会。", "translation": { "status": "ok", "sourceHash": "e3394a8a9eff105c7f46407dea8c72087961c00032e90475db68df24a5572361", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session translation", "modelRevision": "2026-10-17", "translatedAt": "2026-10-17T09:15:06.995Z", "note": "初始公开订阅标题与短摘要由本次已有 Codex 会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "cc8cabed1cde5d74413f4f2c", "title": "Building AI to accelerate science and improve lives", "summary": "The true measure of AI is who it helps. 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会话翻译复核；未调用外部收费翻译接口。后续新增条目使用离线 CPU 自动翻译。" } }, { "id": "3105c7d2a1ae9e79e6e57b7f", "title": "Introducing computer use in Gemini 3.5 Flash", "summary": "", "url": "https://deepmind.google/blog/introducing-computer-use-in-gemini-3-5-flash/", "source": { "id": "deepmind", "name": "Google DeepMind", "url": "https://deepmind.google/blog/", "kind": "官方研究" }, "author": null, "publishedAt": "2026-06-24T16:30:01.000Z", "category": "模型", "categoryMethod": "keyword_rules", "tags": [], "language": "original", "ingestedAt": "2026-10-17T08:13:47.297Z", "contentHash": "3a360949b0ad27ea69a5a6d9ccdc06111577e0fb03fe0fb5be3a26682df5d8d5", "firstSeenAt": "2026-10-17T08:13:47.297Z", "lastChangedAt": "2026-10-17T08:58:15.450Z", "titleZh": "在 Gemini 3.5 Flash 中引入计算机操作能力", "summaryZh": "", "translation": { "status": "ok", "sourceHash": "3a360949b0ad27ea69a5a6d9ccdc06111577e0fb03fe0fb5be3a26682df5d8d5", "pipelineVersion": "qwen2_5_1_5b_whole_text_v1", "engine": "editorial_seed", "model": "Codex existing-session 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"2026-10-18T12:19:35.348Z", "lastSuccessAt": "2026-10-18T12:19:35.348Z", "status": "partial", "statusNoteChinese": "公开来源本轮可读；4 条旧线索仍待原文或语义核实，不视为采集故障。", "coverageNote": "每小时计划读取两个免费公开跟踪页，每6小时补充一次 Tibo 作者限定的免费搜索索引，再使用 X 官方公开嵌入核对原文。不是完整 X 时间线或实时推送，索引、跟踪页、原帖可读取性及 GitHub 排程均可能延迟。第三方线索、原文核验和个人账户到账相互独立；未公布的准确时间始终标为未知，历史回溯不表示当时已经持续监测。", "sources": [ { "id": "codexlimits-tibo", "label": "Codex Limits · Tibo 挑战跟踪（第三方）", "sourceUrl": "https://codexlimits.com/tibo-28", "status": "ok", "checkedAt": "2026-10-18T12:19:35.348Z", "lastSuccessAt": "2026-10-18T12:19:35.348Z", "discovered": 26 }, { "id": "whenreset-codex", "label": "WhenReset · Codex 重置记录（第三方）", "sourceUrl": "https://whenreset.dev/codex", "status": "ok", "checkedAt": "2026-10-18T12:19:35.348Z", "lastSuccessAt": "2026-10-18T12:19:35.348Z", "discovered": 16 }, { "id": "tibo-search-index", "label": "Tibo 作者限定搜索索引 · Exa（第三方）", "sourceUrl": "https://exa.ai/docs/get-started/exa-mcp", "status": "ok", "checkedAt": "2026-10-18T12:19:35.348Z", "lastSuccessAt": "2026-10-18T12:19:35.348Z", "queriesExecuted": 1, "discovered": 0 }, { "id": "tibo-original", "label": "Tibo 原帖 · X 官方公开嵌入", "sourceUrl": "https://x.com/thsottiaux", "status": "ok", "checkedAt": "2026-10-18T12:19:35.348Z", "lastSuccessAt": "2026-10-18T12:19:35.348Z", "attempted": 36, "verified": 36, "failed": 0, "deferred": 0 } ], "events": [ { "id": "tibo-2111566005684289735-reset_completed", "kind": "reset_completed", "titleChinese": "Usage reset 完成确认", "summaryChinese": "Tibo 已发布重置完成确认。这是公开公告，不表示已读取或核实你的个人账户额度到账。", "titleOriginal": "Done", "originalExcerpt": "Done", "sourceUrl": "https://x.com/thsottiaux/status/2111566005684289735", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-10-17T21:12:21.411Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "公告已确认完成；实际执行时刻未知", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "Done 原文已核对；结合 Day 13 预告及公开跟踪记录人工关联，非系统到账核验。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [ "https://x.com/thsottiaux/status/2111492673890824348", "https://x.com/thsottiaux/status/2111492738025959922" ], "contentHash": "0a1f1d59006ac86576c72d49a518220db23843c6e517dd5b57755cffb9a8979d", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "0a1f1d59006ac86576c72d49a518220db23843c6e517dd5b57755cffb9a8979d" } }, { "id": "tibo-2111492738025959922-reset_announced", "kind": "reset_announced", "titleChinese": "Usage reset 预告", "summaryChinese": "Tibo 表示预计在原帖所称当天结束前进行重置；仅有相对时间，未公布准确时刻。", "titleOriginal": "Landing sometime today by EOD PST", "originalExcerpt": "Landing sometime today by EOD PST", "sourceUrl": "https://x.com/thsottiaux/status/2111492738025959922", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-17T16:21:13.040Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [ "https://x.com/thsottiaux/status/2111492673890824348" ], "contentHash": "c3200d03ccd2f3950f78adf4ad3eb35cfdb3270397cd593a2d91e70cbc7ad43f", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "c3200d03ccd2f3950f78adf4ad3eb35cfdb3270397cd593a2d91e70cbc7ad43f" } }, { "id": "tibo-2111492673890824348-reset_announced", "kind": "reset_announced", "titleChinese": "第 13 天 · Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "Day 13/ Le limit reset pic.twitter.com/zXd2DIH5xf", "originalExcerpt": "Day 13/ Le limit reset pic.twitter.com/zXd2DIH5xf", "sourceUrl": "https://x.com/thsottiaux/status/2111492673890824348", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-17T16:20:57.749Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "01372348b713b82985b7e747dc748d3fd0f7d37c9affbb1d29e4b9de8ecf9ef8", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "01372348b713b82985b7e747dc748d3fd0f7d37c9affbb1d29e4b9de8ecf9ef8" } }, { "id": "tibo-2111244596131111253-feature_update", "kind": "feature_update", "titleChinese": "第 12 天 · 提高 Codex 实际额度利用效率", "summaryChinese": "复用子代理上下文、延长上下文缓存并优化请求路由，以提高缓存命中率和实际额度利用效率。", "titleOriginal": "Day 12/ We’ve made improvements to Codex & Work that increase the effective usage you get. We achieved this by reusing context across subagents, keeping context", "originalExcerpt": "Day 12/ We’ve made improvements to Codex & Work that increase the effective usage you get. We achieved this by reusing context across subagents, keeping context cached longer, and improved request routing that allows us to increase cache hits.", "sourceUrl": "https://x.com/thsottiaux/status/2111244596131111253", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-16T23:55:11.402Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "f5c130a0ca50b427f802f27d8d86ff2db9beec8fcf247c8c85846dbd23aa2ca4", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "f5c130a0ca50b427f802f27d8d86ff2db9beec8fcf247c8c85846dbd23aa2ca4" } }, { "id": "tibo-2110750421367287996-feature_update", "kind": "feature_update", "titleChinese": "第 11 天 · 缓解模型容量不足提示", "summaryChinese": "增加计算资源并调整系统，以减少“所选模型容量不足”造成的中断；发生时也应能自动继续。", "titleOriginal": "Day 11/ We've landed a series of changes and more compute to very significantly decrease the occurrence of the disruptive \"Selected model is at capacity. Please", "originalExcerpt": "Day 11/ We've landed a series of changes and more compute to very significantly decrease the occurrence of the disruptive \"Selected model is at capacity. Please try a different model\". When it does happen, it should also eventually just continue by itself and not just block on…", "sourceUrl": "https://x.com/thsottiaux/status/2110750421367287996", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-15T15:11:30.957Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "3dfd30f098c37e31ae97f94ad55dee49a800fb4576e4fc3a3194a3a82624bb59", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "3dfd30f098c37e31ae97f94ad55dee49a800fb4576e4fc3a3194a3a82624bb59" } }, { "id": "tibo-2110618732666257557-reset_completed", "kind": "reset_completed", "titleChinese": "Usage reset 完成确认", "summaryChinese": "Tibo 已发布重置完成确认。这是公开公告，不表示已读取或核实你的个人账户额度到账。", "titleOriginal": "Done and dusted https://t.co/0fehr43VS4", "originalExcerpt": "Done and dusted https://t.co/0fehr43VS4", "sourceUrl": "https://x.com/thsottiaux/status/2110618732666257557", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-15T06:28:13.924Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "公告已确认完成；实际执行时刻未知", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "secondary_only", "verificationNote": "原文已读取，但单独正文不足以核实重置关联，仍待核实。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": null, "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "762f777ef2ef871328c9e6e7c9e74a4564370b649e66e54066a4cf0b649c1447", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "762f777ef2ef871328c9e6e7c9e74a4564370b649e66e54066a4cf0b649c1447" } }, { "id": "tibo-2110595484180214059-reset_announced", "kind": "reset_announced", "titleChinese": "第 10 天 · Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "The reports of my reset button being lost are greatly exaggerated Day 10/ Reset", "originalExcerpt": "The reports of my reset button being lost are greatly exaggerated Day 10/ Reset", "sourceUrl": "https://x.com/thsottiaux/status/2110595484180214059", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-15T04:55:51.053Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "f3cc5de36322ff1d3edcf9c695906aead2d4fb433f80e329f1b57e99691f91b2", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "f3cc5de36322ff1d3edcf9c695906aead2d4fb433f80e329f1b57e99691f91b2" } }, { "id": "tibo-2110151780478927344-feature_update", "kind": "feature_update", "titleChinese": "第 9 天 · 减少桌面应用磁盘占用", "summaryChinese": "优化 ChatGPT 与 Codex 桌面应用保存状态的方式，原帖称磁盘占用预计减少约 60%。", "titleOriginal": "Day 9/ We've rolled out optimizations to how we store state on disk for the chatgpt & codex desktop app that should reduce the amount stored on disk by 60%. Sma", "originalExcerpt": "Day 9/ We've rolled out optimizations to how we store state on disk for the chatgpt & codex desktop app that should reduce the amount stored on disk by 60%. Small ship but we've heard enough feedback about power users running out of disk space.", "sourceUrl": "https://x.com/thsottiaux/status/2110151780478927344", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-13T23:32:43.847Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "07f624e5e004984c03580a5b3426bbe0c00f796c445a2b185cf5de04ebc3989b", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "07f624e5e004984c03580a5b3426bbe0c00f796c445a2b185cf5de04ebc3989b" } }, { "id": "tibo-2109873287853707513-reset_completed", "kind": "reset_completed", "titleChinese": "Usage reset 完成确认", "summaryChinese": "Tibo 已发布重置完成确认。这是公开公告，不表示已读取或核实你的个人账户额度到账。", "titleOriginal": "What would you like with your side of reset? It's done. https://t.co/gpNaB6otgy", "originalExcerpt": "What would you like with your side of reset? It's done. https://t.co/gpNaB6otgy", "sourceUrl": "https://x.com/thsottiaux/status/2109873287853707513", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-13T05:06:06.031Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "公告已确认完成；实际执行时刻未知", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "a667f4a6007fc98203c03e30ee5f8f23f202464dcf7203969d0c31bf86d9b2b1", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "a667f4a6007fc98203c03e30ee5f8f23f202464dcf7203969d0c31bf86d9b2b1" } }, { "id": "tibo-2109812216212099456-reset_announced", "kind": "reset_announced", "titleChinese": "第 8 天 · Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "Day 8/ Reset", "originalExcerpt": "Day 8/ Reset", "sourceUrl": "https://x.com/thsottiaux/status/2109812216212099456", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-13T01:03:25.417Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "696229303781156c747ae8b839bb88d00e90778106855398f6df768f988879c5", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "696229303781156c747ae8b839bb88d00e90778106855398f6df768f988879c5" } }, { "id": "tibo-2109430343346581527-feature_update", "kind": "feature_update", "titleChinese": "第 7 天 · 扩大 Codex 默认上下文", "summaryChinese": "Tibo 表示通过 Codex 与 Work 使用 GPT-6.1 Sol 时，默认上下文由 272k 增至 500k。", "titleOriginal": "Day 7/ We have increased default context length for GPT-6.1 Sol to 500k when used through Codex & Work, up from 272k or an ~ 80% increase. We will go higher in ", "originalExcerpt": "Day 7/ We have increased default context length for GPT-6.1 Sol to 500k when used through Codex & Work, up from 272k or an ~ 80% increase. We will go higher in the future, but it helps reduce occurrence of compactions and with tasks that require keeping a lot of context and…", "sourceUrl": "https://x.com/thsottiaux/status/2109430343346581527", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-11T23:45:59.831Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "470239fb1a96086ab950964a8c746d645c72aea77a8b0c31916c386f3f7d3a7b", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "470239fb1a96086ab950964a8c746d645c72aea77a8b0c31916c386f3f7d3a7b" } }, { "id": "tibo-2109132167112782291-reset_completed", "kind": "reset_completed", "titleChinese": "Usage reset 完成确认", "summaryChinese": "Tibo 已发布重置完成确认。这是公开公告，不表示已读取或核实你的个人账户额度到账。", "titleOriginal": "Put the reset in the bag. All propagated. https://t.co/HGxaD3Zdcj", "originalExcerpt": "Put the reset in the bag. All propagated. https://t.co/HGxaD3Zdcj", "sourceUrl": "https://x.com/thsottiaux/status/2109132167112782291", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-11T04:01:09.077Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "公告已确认完成；实际执行时刻未知", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "5e506185bcd3097b98aea3a73d30317536c9275a7595055ae337ab902cc40e20", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "5e506185bcd3097b98aea3a73d30317536c9275a7595055ae337ab902cc40e20" } }, { "id": "tibo-2109045220411351517-reset_announced", "kind": "reset_announced", "titleChinese": "第 6 天 · Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "Day 6/ Reset", "originalExcerpt": "Day 6/ Reset", "sourceUrl": "https://x.com/thsottiaux/status/2109045220411351517", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-10T22:15:39.368Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "f49f0915d8ae7ebeb87609e8b1a93d6a37eac18334566c1b4f28844da0db4fff", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "f49f0915d8ae7ebeb87609e8b1a93d6a37eac18334566c1b4f28844da0db4fff" } }, { "id": "tibo-2108646052178092403-feature_update", "kind": "feature_update", "titleChinese": "第 5 天 · 手机端创建与联系 Dot", "summaryChinese": "现在可以直接在 ChatGPT 手机应用中创建 Dot，并通过文字与其交流。", "titleOriginal": "Day 5 (dots edition)/ You can now create and text your dot entirely from the ChatGPT mobile app. Impressed so many created them via the desktop/web app previous", "originalExcerpt": "Day 5 (dots edition)/ You can now create and text your dot entirely from the ChatGPT mobile app. Impressed so many created them via the desktop/web app previously. Time to scale! https://t.co/Im3fcNswPl", "sourceUrl": "https://x.com/thsottiaux/status/2108646052178092403", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-09T19:49:30.245Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "51bcba26304ad75f23b15dc936254346a51dd0e71bfc832878b63bb213a18849", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "51bcba26304ad75f23b15dc936254346a51dd0e71bfc832878b63bb213a18849" } }, { "id": "tibo-2108645667451318747-feature_update", "kind": "feature_update", "titleChinese": "第 5 天 · 桌面输入预测", "summaryChinese": "桌面应用增加输入预测；原帖称 Pro 方案已包含该功能且不消耗用量。", "titleOriginal": "Day 5/ Composer predictions in the desktop app. Often leads to a double take with how on point they are. Included in the Pro plans without consuming usage. http", "originalExcerpt": "Day 5/ Composer predictions in the desktop app. Often leads to a double take with how on point they are. Included in the Pro plans without consuming usage. https://t.co/02dqoClrWn", "sourceUrl": "https://x.com/thsottiaux/status/2108645667451318747", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-09T19:47:58.519Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "原帖提及 Pro 方案", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "8caaac6f6793de00b6389c9547058a02b5a4da5d60e79575dfa144127bc936a2", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "8caaac6f6793de00b6389c9547058a02b5a4da5d60e79575dfa144127bc936a2" } }, { "id": "tibo-2108275041276420573-feature_update", "kind": "feature_update", "titleChinese": "第 4 天 · 提高实时调整响应速度", "summaryChinese": "优化任务进行中的 steering，使模型更快响应用户调整方向的指令。", "titleOriginal": "Day 4/ We have improved steering to be instant, leading to the model now reacting much faster to adjustments you make, allowing you to course-correct direction ", "originalExcerpt": "Day 4/ We have improved steering to be instant, leading to the model now reacting much faster to adjustments you make, allowing you to course-correct direction in realtime and not have the model waste effort. Also releasing GPT-6.1 Sol ultrafast. The two work very well… https://t.co/4kpo2nw54d pic.twitter.com/4sjkptOtvG", "sourceUrl": "https://x.com/thsottiaux/status/2108275041276420573", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-08T19:15:14.353Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "56200927a916a7a5396fbfac5a12381f16d2135d7cc345a7d89aab51340bde84", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "56200927a916a7a5396fbfac5a12381f16d2135d7cc345a7d89aab51340bde84" } }, { "id": "tibo-2108084615349170480-feature_update", "kind": "feature_update", "titleChinese": "第 3 天 · 更新 Codex Cloud", "summaryChinese": "Tibo 表示已重新发布改进后的 Codex Cloud。", "titleOriginal": "Day 3 (encore)/ We silently re-shipped codex cloud. It’s pretty good now https://t.co/Fau14sCke8", "originalExcerpt": "Day 3 (encore)/ We silently re-shipped codex cloud. It’s pretty good now https://t.co/Fau14sCke8", "sourceUrl": "https://x.com/thsottiaux/status/2108084615349170480", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-08T06:38:33.274Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "4b24a3b63e3d1efba4780f27c3b82eb10a5688b3808dd5b6fa7857dd474258e6", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "4b24a3b63e3d1efba4780f27c3b82eb10a5688b3808dd5b6fa7857dd474258e6" } }, { "id": "tibo-2108040921044639779-banked_reset", "kind": "banked_reset", "titleChinese": "储备重置公告", "summaryChinese": "Tibo 提及可留待需要时使用的储备重置。适用对象、领取条件及有效期须以原帖为准；本站不会自动替你使用重置。", "titleOriginal": "Confirmed landed across all accounts. How are we doing so far? https://t.co/tzw7dNX4pN", "originalExcerpt": "Confirmed landed across all accounts. How are we doing so far? https://t.co/tzw7dNX4pN", "sourceUrl": "https://x.com/thsottiaux/status/2108040921044639779", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-10-08T03:44:55.740Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "secondary_only", "verificationNote": "原文已读取，但单独正文不足以核实重置关联，仍待核实。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": null, "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [ "https://x.com/thsottiaux/status/2107913738791596286" ], "contentHash": "069db6b3fd228d1bf2406a8f1955d73a74fd5d8f59e21f36760f6393fb665ecd", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "069db6b3fd228d1bf2406a8f1955d73a74fd5d8f59e21f36760f6393fb665ecd" } }, { "id": "tibo-2107913738791596286-banked_reset", "kind": "banked_reset", "titleChinese": "储备重置公告", "summaryChinese": "Tibo 提及可留待需要时使用的储备重置。适用对象、领取条件及有效期须以原帖为准；本站不会自动替你使用重置。", "titleOriginal": "Will be there by EOD PST.", "originalExcerpt": "Will be there by EOD PST.", "sourceUrl": "https://x.com/thsottiaux/status/2107913738791596286", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-10-07T19:19:33.128Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "secondary_only", "verificationNote": "原文已读取，但单独正文不足以核实重置关联，仍待核实。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": null, "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [ "https://x.com/thsottiaux/status/2108040921044639779" ], "contentHash": "384ca24de41dfb2735c9e7f4f2dfbe9cc6f95ab684a17e47953cb4d2da5a8110", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "384ca24de41dfb2735c9e7f4f2dfbe9cc6f95ab684a17e47953cb4d2da5a8110" } }, { "id": "tibo-2107913674593644711-banked_reset", "kind": "banked_reset", "titleChinese": "第 3 天 · 储备重置公告", "summaryChinese": "Tibo 提及可留待需要时使用的储备重置。适用对象、领取条件及有效期须以原帖为准；本站不会自动替你使用重置。", "titleOriginal": "Day 3/ The big one is GPT-6 in Chat, but today is also a little celebration day with a new high of 40M active users across Codex and ChatGPT Work. Loading a ban", "originalExcerpt": "Day 3/ The big one is GPT-6 in Chat, but today is also a little celebration day with a new high of 40M active users across Codex and ChatGPT Work. Loading a banked reset in everyone's paid accounts. See you again tomorrow! https://t.co/mHSI0PbWfe", "sourceUrl": "https://x.com/thsottiaux/status/2107913674593644711", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-07T19:19:17.822Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "原帖明确提及付费账户", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "c7435e35b847c2af59dee1a8b8a14974246939b10fb8d47b77eb538bda23a02e", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "c7435e35b847c2af59dee1a8b8a14974246939b10fb8d47b77eb538bda23a02e" } }, { "id": "tibo-2107676072871600470-reset_announced", "kind": "reset_announced", "titleChinese": "Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "We shipped four things that were deemed good to great and some math proofs, but the vote is clear and the community demands a reset. I did calibrate it and it *", "originalExcerpt": "We shipped four things that were deemed good to great and some math proofs, but the vote is clear and the community demands a reset. I did calibrate it and it *seems* that the game is rigged in reset's favor, but such are the rules at the moment. Therefore ... the reset has been… https://t.co/mHSI0Pcu4M", "sourceUrl": "https://x.com/thsottiaux/status/2107676072871600470", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-07T03:35:09.157Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "29873e88baf4b1501518a18c775099f9fd5d63bfd151a62d7608d0b04f91bf5c", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "29873e88baf4b1501518a18c775099f9fd5d63bfd151a62d7608d0b04f91bf5c" } }, { "id": "tibo-2107575657014468879-feature_update", "kind": "feature_update", "titleChinese": "第 2 天 · Auto-review 纳入账户方案", "summaryChinese": "Tibo 表示通过 ChatGPT 账户登录的用户可使用 Auto-review，原帖称其不消耗用量。", "titleOriginal": "Roundup of Day 2/ 2.1/ Approve for me (auto-review) is now included and does not use usage. Can be between 2-10% of plan when used. Also better for you. 2.2/ Si", "originalExcerpt": "Roundup of Day 2/ 2.1/ Approve for me (auto-review) is now included and does not use usage. Can be between 2-10% of plan when used. Also better for you. 2.2/ Simplified API for builders. 2.3/ Meeting notes integrated. 2.4/ Decisions API live for builders. Will use in the app to…", "sourceUrl": "https://x.com/thsottiaux/status/2107575657014468879", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-06T20:56:08.151Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "1455dd4d2aead0977dc51b05495837c88793820dc94065db6b78cc0d5abefc92", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "1455dd4d2aead0977dc51b05495837c88793820dc94065db6b78cc0d5abefc92" } }, { "id": "tibo-2107574912349303197-feature_update", "kind": "feature_update", "titleChinese": "第 2.4 天 · Decisions API 发布", "summaryChinese": "Tibo 宣布 Decisions API 上线，提供实时通用分类能力，并表示 OpenAI 也会用它改善产品体验。", "titleOriginal": "Day 2.4/ Decisions API is live. We will use this ourselves to improve the experience for everyone in many fun ways. Realtime general classifier does open some g", "originalExcerpt": "Day 2.4/ Decisions API is live. We will use this ourselves to improve the experience for everyone in many fun ways. Realtime general classifier does open some great possibilities. https://t.co/acVDfnvOvU", "sourceUrl": "https://x.com/thsottiaux/status/2107574912349303197", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-06T20:53:10.609Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "原帖明确提及所有用户；仍以各账户实际状态为准", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "f8c1a7d15bf1eebab57d135723217fba34c064a793f868b6fc1f2bfb5a1198b1", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "f8c1a7d15bf1eebab57d135723217fba34c064a793f868b6fc1f2bfb5a1198b1" } }, { "id": "tibo-2107573405553938664-feature_update", "kind": "feature_update", "titleChinese": "第 2.3 天 · 积累对话上下文后交给 Codex", "summaryChinese": "Tibo 展示通过对话积累上下文，再将其交给 Codex 完成任务的用途；具体入口见原帖。", "titleOriginal": "Day 2.3/ Never worry about remembering what you were saying with that colleague. Just talk your heart out and build up the context to load up into codex to get ", "originalExcerpt": "Day 2.3/ Never worry about remembering what you were saying with that colleague. Just talk your heart out and build up the context to load up into codex to get it all done. https://t.co/Nsyknop4O7", "sourceUrl": "https://x.com/thsottiaux/status/2107573405553938664", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-06T20:47:11.361Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "239ae06372b3323c88f5d4367bf429f49a864401574e654bae1374ca1aeb1dbf", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "239ae06372b3323c88f5d4367bf429f49a864401574e654bae1374ca1aeb1dbf" } }, { "id": "tibo-2107548725359104441-feature_update", "kind": "feature_update", "titleChinese": "第 2.2 天 · 简化 API 开发流程", "summaryChinese": "Tibo 表示已减少使用 API 开发时的部分操作阻碍；这条短帖未展开具体改动。", "titleOriginal": "Day 2.2/ OK this one is smaller, but we removed some friction for when building on the API. Happy building. https://t.co/hfi2655wyW", "originalExcerpt": "Day 2.2/ OK this one is smaller, but we removed some friction for when building on the API. Happy building. https://t.co/hfi2655wyW", "sourceUrl": "https://x.com/thsottiaux/status/2107548725359104441", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-06T19:09:07.144Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "9eeec2ad111d0e16bfd40c0862109dfe442f3d188959dc2a048cd7574caa3e32", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "9eeec2ad111d0e16bfd40c0862109dfe442f3d188959dc2a048cd7574caa3e32" } }, { "id": "tibo-2107368734981517634-feature_update", "kind": "feature_update", "titleChinese": "第 2.1 天 · Auto-review 纳入账户方案", "summaryChinese": "Tibo 表示通过 ChatGPT 账户登录的用户可使用 Auto-review，原帖称其不消耗用量。", "titleOriginal": "Day 2.1/ We have made Auto-review free for all users signed in through a ChatGPT account. You can enable it in settings > permissions > auto-review. Auto-review", "originalExcerpt": "Day 2.1/ We have made Auto-review free for all users signed in through a ChatGPT account. You can enable it in settings > permissions > auto-review. Auto-review improves upon the default sandbox setting that requires you to approve everything, which is prone to decision fatigue… https://t.co/bIlfgx7PdM pic.twitter.com/E1XOgIrNXI", "sourceUrl": "https://x.com/thsottiaux/status/2107368734981517634", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-06T07:13:54.094Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "原帖明确提及所有用户；仍以各账户实际状态为准", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "f156de149e7452c794dc0913fb5804360fa52ce8ae993873f9cd99b9049f8e23", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "f156de149e7452c794dc0913fb5804360fa52ce8ae993873f9cd99b9049f8e23" } }, { "id": "tibo-2107158998495748264-feature_update", "kind": "feature_update", "titleChinese": "第 1 天 · 提高订阅模型默认速度", "summaryChinese": "Tibo 表示 GPT-6 Astra 与 GPT-6.1 Sol 在订阅及使用 ChatGPT 登录的合作产品中，默认速度提高约 50%，无需用户调整。", "titleOriginal": "Day 1/ We have optimized the default speed to be ~50% faster across GPT-6 Astra and GPT-6.1 Sol through the subscription across all our products and partners us", "originalExcerpt": "Day 1/ We have optimized the default speed to be ~50% faster across GPT-6 Astra and GPT-6.1 Sol through the subscription across all our products and partners using Sign in With ChatGPT (including OpenCode, Pi, Amp, Devin, ...). No changes needed on your end and this should be… https://t.co/unO0MT5s3G", "sourceUrl": "https://x.com/thsottiaux/status/2107158998495748264", "discoverySourceUrl": "https://codexlimits.com/tibo-28", "publishedAt": "2026-10-05T17:20:29.019Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "d0065b793eff068e5f3726c0b967e81a5edb667a652e999568b6670ea1f3d1dc", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "d0065b793eff068e5f3726c0b967e81a5edb667a652e999568b6670ea1f3d1dc" } }, { "id": "tibo-2106131810921136451-reset_completed", "kind": "reset_completed", "titleChinese": "Usage reset 完成确认", "summaryChinese": "Tibo 已发布重置完成确认。这是公开公告，不表示已读取或核实你的个人账户额度到账。", "titleOriginal": "Reset all propagated. Enjoy. https://t.co/GaVJhbptR0", "originalExcerpt": "Reset all propagated. Enjoy. https://t.co/GaVJhbptR0", "sourceUrl": "https://x.com/thsottiaux/status/2106131810921136451", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-10-02T21:18:48.417Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "公告已确认完成；实际执行时刻未知", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [ "https://x.com/thsottiaux/status/2105843926221660585" ], "contentHash": "8de4a0e666d0f7945bf82b0bc50f11aa1e5cf848aaf3ceb473c08fc5585d918a", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "8de4a0e666d0f7945bf82b0bc50f11aa1e5cf848aaf3ceb473c08fc5585d918a" } }, { "id": "tibo-2105843926221660585-reset_announced", "kind": "reset_announced", "titleChinese": "Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "Global reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds", "originalExcerpt": "Global reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days.", "sourceUrl": "https://x.com/thsottiaux/status/2105843926221660585", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-10-02T02:14:51.356Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [ "https://x.com/thsottiaux/status/2106131810921136451" ], "contentHash": "fe131bbe299a12278ce38261d9462452abf1b065aa396ed261064b478481a8be", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "fe131bbe299a12278ce38261d9462452abf1b065aa396ed261064b478481a8be" } }, { "id": "tibo-2105120226027450685-banked_reset", "kind": "banked_reset", "titleChinese": "储备重置公告", "summaryChinese": "Tibo 提及可留待需要时使用的储备重置。适用对象、领取条件及有效期须以原帖为准；本站不会自动替你使用重置。", "titleOriginal": "Shhhhhh", "originalExcerpt": "Shhhhhh", "sourceUrl": "https://x.com/thsottiaux/status/2105120226027450685", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-09-30T02:19:07.784Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "secondary_only", "verificationNote": "原文已读取，但单独正文不足以核实重置关联，仍待核实。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": null, "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "118de840fa57e045b4fa6d9832bcfc4de60d015239e140fa4b8c89d9e8b8f404", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "118de840fa57e045b4fa6d9832bcfc4de60d015239e140fa4b8c89d9e8b8f404" } }, { "id": "tibo-2103911959544610829-reset_announced", "kind": "reset_announced", "titleChinese": "Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "Resets all propagated. That will be all. Have a fantastic weekend.", "originalExcerpt": "Resets all propagated. That will be all. Have a fantastic weekend.", "sourceUrl": "https://x.com/thsottiaux/status/2103911959544610829", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-09-26T18:17:54.606Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "c84252fd956dd4825bc047d430965736106956d30407bf3eeb140118f4446797", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "c84252fd956dd4825bc047d430965736106956d30407bf3eeb140118f4446797" } }, { "id": "tibo-2102463847714247142-feature_update", "kind": "feature_update", "titleChinese": "GPT-6 Sol 与 Luna 发布", "summaryChinese": "Tibo 宣布 GPT-6 Sol 与 Luna 发布，提及写作和整体质量提升，并表示两者 API 价格永久降低 50%；最新价格仍以官方价格页为准。", "titleOriginal": "GPT-6 Sol and Luna are out. Not only are they a very significant improvement across the board, but also in writing and general \"you know when you try it\" qualit", "originalExcerpt": "GPT-6 Sol and Luna are out. Not only are they a very significant improvement across the board, but also in writing and general \"you know when you try it\" quality. We are also permanently reducing the API price by 50% making both of them viable for a ton of new usecases and… https://t.co/vbyUhVlKH3", "sourceUrl": "https://x.com/thsottiaux/status/2102463847714247142", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-09-22T18:23:37.841Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "2ae0cea93e8e5ef9774e7bd04bc11357491442e80750974c440b2d7e1531b193", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "2ae0cea93e8e5ef9774e7bd04bc11357491442e80750974c440b2d7e1531b193" } }, { "id": "tibo-2098685367058612394-reset_completed", "kind": "reset_completed", "titleChinese": "Usage reset 完成确认", "summaryChinese": "Tibo 已发布重置完成确认。这是公开公告，不表示已读取或核实你的个人账户额度到账。", "titleOriginal": "Reset all propagated. Sweet dreams. https://t.co/VgKVUixoJG", "originalExcerpt": "Reset all propagated. Sweet dreams. https://t.co/VgKVUixoJG", "sourceUrl": "https://x.com/thsottiaux/status/2098685367058612394", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-09-12T08:09:17.852Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "公告已确认完成；实际执行时刻未知", "scopeChinese": "未知（原帖未明确说明适用对象）", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "1a956493929517f9acdd5aadb0a21c1ad211f2be3b74af246df4ea2b776703aa", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "1a956493929517f9acdd5aadb0a21c1ad211f2be3b74af246df4ea2b776703aa" } }, { "id": "tibo-2097174560412246215-reset_announced", "kind": "reset_announced", "titleChinese": "Usage reset 预告", "summaryChinese": "Tibo 发布 usage reset 预告；这条公告本身不代表已经完成，准确执行时间未知。", "titleOriginal": "All reset for everyone. Enjoy the week with Astra. https://t.co/WBM38JotGO", "originalExcerpt": "All reset for everyone. Enjoy the week with Astra. https://t.co/WBM38JotGO", "sourceUrl": "https://x.com/thsottiaux/status/2097174560412246215", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-09-08T04:05:53.478Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "原帖明确提及所有用户；仍以各账户实际状态为准", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "94271be35e9112f241caf5b4c31490a1417d2f08b19d2ec9d37b23058ffd9e45", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "94271be35e9112f241caf5b4c31490a1417d2f08b19d2ec9d37b23058ffd9e45" } }, { "id": "tibo-2096035437299237298-banked_reset", "kind": "banked_reset", "titleChinese": "储备重置公告", "summaryChinese": "Tibo 提及可留待需要时使用的储备重置。适用对象、领取条件及有效期须以原帖为准；本站不会自动替你使用重置。", "titleOriginal": "Because we are beyond happy to have Astra rolled out today ahead of schedule and you have been super patient with us (not really, but it’s ok!)… we will do the ", "originalExcerpt": "Because we are beyond happy to have Astra rolled out today ahead of schedule and you have been super patient with us (not really, but it’s ok!)… we will do the full banked reset today too for all Plus, Pro and Business users. Lands end of day. Happy Astra day and enjoy a…", "sourceUrl": "https://x.com/thsottiaux/status/2096035437299237298", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-09-05T00:39:25.364Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "原帖明确提及 Plus、Pro 与 Business 用户", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "17d4baadc75eb277a09058035e08e6214fee95e97253c540e7458e9b51bc95e6", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "17d4baadc75eb277a09058035e08e6214fee95e97253c540e7458e9b51bc95e6" } }, { "id": "tibo-2095651088502591861-banked_reset", "kind": "banked_reset", "titleChinese": "储备重置公告", "summaryChinese": "Tibo 提及可留待需要时使用的储备重置。适用对象、领取条件及有效期须以原帖为准；本站不会自动替你使用重置。", "titleOriginal": "We will give one banked reset for every day you don't have access to Astra on your paid ChatGPT plan, starting today. Team is moving mountains to give access as", "originalExcerpt": "We will give one banked reset for every day you don't have access to Astra on your paid ChatGPT plan, starting today. Team is moving mountains to give access as fast as we can. First one will land in ~ 3 hours. There is still time to create your account if you don't have one.", "sourceUrl": "https://x.com/thsottiaux/status/2095651088502591861", "discoverySourceUrl": "https://whenreset.dev/codex", "publishedAt": "2026-09-03T23:12:09.470Z", "publishedAtMethod": "X 状态 ID 时间戳；不是重置执行时间", "effectiveAt": null, "effectiveTimeText": "未知（未公布准确时间）", "scopeChinese": "原帖明确提及付费账户", "verification": "original_verified", "verificationNote": "已通过 X 官方公开嵌入核对 Tibo 原帖正文；中文为摘要，详情以原帖为准。", "checkedAt": "2026-10-18T12:19:35.348Z", "firstSeenAt": "2026-10-18T12:19:35.348Z", "lastVerifiedAt": "2026-10-18T12:19:35.348Z", "lastOriginalReadAt": "2026-10-18T12:19:35.348Z", "originalReadThisAttempt": true, "relatedSourceUrls": [], "contentHash": "81b8dfc56594ca1439f12f3f47e32f67d0ade2aacf2ae45934ed7f6eb20b6df9", "translation": { "status": "ok", "engine": "chinese_rules", "sourceHash": "81b8dfc56594ca1439f12f3f47e32f67d0ade2aacf2ae45934ed7f6eb20b6df9" } } ], "nextResetAt": null, "nextResetLabel": "未知（未公布准确时间）", "discoveryState": { "search": { "lastAttemptAt": "2026-10-18T12:19:35.348Z", "lastSuccessAt": "2026-10-18T12:19:35.348Z" } }, "refreshPolicy": { "expected": "hourly", "note": "GitHub 每小时计划采集、搜索索引每6小时补充一次；免费公开源与运行排程均可能延迟，不是实时承诺。" }, "archive": { "totalEvents": 36, "url": "data/codex-archive.json", "indexUrl": "data/codex/archive/index.json", "windowed": false } } }