{"id":"2026-10-24-block-dessa","event_date":"2026-10-24","title":"Block 发布全双工语音模型 Dessa","summary":"可在 Mac 本地运行的全双工语音模型，目前需排队申请。","category":"模型","subcategory":"多模态","impact":"B","impact_reason":"常规发布","orgs":["Block"],"sources":[{"url":"https://block.xyz/dessa","publisher":"Block","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Dessa"],"region":"US","date_basis":"hn_bj"}
{"id":"2026-10-24-kimi-k3-1-pro","event_date":"2026-10-24","title":"月之暗面发布 Kimi K3.1 Pro","summary":"K3 加大后训练投入的升级版，是 3T 级开放权重模型，100 万上下文，主打编程、3D 创作和 Agent 任务，同时推出 2–3 倍速的 Highspeed 版。完整权重计划 11-04 前开放。","category":"模型","subcategory":"旗舰与基础模型","impact":"A","impact_reason":"二线厂商旗舰","orgs":["Moonshot"],"sources":[{"url":"https://www.kimi.ai/blog/kimi-k3-1-pro","publisher":"Kimi","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Kimi K3.1 Pro"],"region":"CN","date_basis":"hn_bj","status":"announced"}
{"id":"2026-10-24-nanbeige4-3-33b","event_date":"2026-10-24","title":"南北阁开源 Nanbeige4.3-33B","summary":"33B 参数、512K 上下文，Apache 2.0。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"小厂商开源模型","orgs":["Nanbeige"],"sources":[{"url":"https://huggingface.co/Nanbeige/Nanbeige4.3-33B","publisher":"Nanbeige（Hugging Face）","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Nanbeige4.3-33B"],"region":"CN","date_basis":"official_local"}
{"id":"2026-10-23-openai-decisions-api","event_date":"2026-10-23","title":"OpenAI 推出 Decisions API","summary":"面向应用的快速、低成本决策类 API。","category":"产品应用","subcategory":"开发者工具与API","impact":"B","impact_reason":"常规 API 更新","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/decisions-api","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"Decisions API","region":"US","date_basis":"official_bj","note":"官方 RSS 时间 10-22 19:00 UTC＝北京时间 10-23 03:00"}
{"id":"2026-10-23-sweden-gov-bans-chatgpt-claude","event_date":"2026-10-23","title":"瑞典政府办公厅禁用 ChatGPT 和 Claude","summary":"据瑞典广播电台，瑞典政府办公厅禁止使用 ChatGPT 和 Claude。","category":"政策安全","subcategory":"监管法规","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["Sweden Government Offices","OpenAI","Anthropic"],"sources":[{"url":"https://www.sverigesradio.se/artikel/chat-gpt-och-claude-forbjuder-regeringskansliet","publisher":"Sveriges Radio","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"EU","date_basis":"hn_bj"}
{"id":"2026-10-22-agent-skills-to-aaif","event_date":"2026-10-22","title":"Anthropic 把 Agent Skills 标准捐给 Agentic AI Foundation","summary":"Agent Skills 自 2025 年 12 月发布以来已被 70 多个 Agent 平台集成，现捐赠给 Agentic AI Foundation。","category":"开源社区","subcategory":"框架与基础设施","impact":"B","impact_reason":"有代表性的开放标准","orgs":["Anthropic"],"sources":[{"url":"https://www.anthropic.com/news/donating-agent-skills-to-the-agentic-ai-foundation","publisher":"Anthropic","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"Agent Skills","region":"Global","date_basis":"official_local"}
{"id":"2026-10-22-anthropic-formal-verification","event_date":"2026-10-22","title":"Anthropic 用 Claude 对 123 个库做形式化验证","summary":"Anthropic 研究博客介绍用 Claude 对 123 个软件库进行形式化验证的工作。","category":"研究","subcategory":"新方法与论文","impact":"B","impact_reason":"兜底打分：范围 2＋跃迁 2＋资本 0＋持续 2＝6","orgs":["Anthropic"],"sources":[{"url":"https://www.anthropic.com/research/formal-verification","publisher":"Anthropic","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local"}
{"id":"2026-10-22-deepseek-15b-funding-round","event_date":"2026-10-22","title":"媒体：DeepSeek 接近完成约 1000 亿元人民币融资","summary":"据路透社、彭博社和中国日报援引知情人士，DeepSeek 接近完成约 1000 亿元人民币（约 150 亿美元）融资，腾讯、宁德时代参投；公司未确认。","category":"产业资本","subcategory":"融资并购","impact":"B","impact_reason":"若属实为 S 级，但未经官方确认，按规则最高 B","orgs":["DeepSeek","Tencent"],"sources":[{"url":"https://www.chinadaily.com.cn/a/202610/22/WS6ad9b00ee4b06d4aa0564374.html","publisher":"China Daily","type":"media"},{"url":"https://www.dealstreetasia.com/stories/deepseek-fundraising-ai-498879","publisher":"DealStreetAsia","type":"media"}],"verified":"rumor","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"CN","date_basis":"media_bj","status":"ongoing"}
{"id":"2026-10-21-anthropic-ipo-financials","event_date":"2026-10-21","title":"媒体：Anthropic 上半年营收 163 亿美元、净亏损超 800 亿美元，IPO 推进中","summary":"据《华尔街日报》和路透社，Anthropic 2026 年上半年营收 163 亿美元、净亏损超过 800 亿美元；IFR 称计划 11 月中旬上市，最高融资 1000 亿美元。截至 10-26 尚未公开递交 S-1。","category":"产业资本","subcategory":"财报","impact":"B","impact_reason":"匿名消息与草案转述，按规则最高 B","orgs":["Anthropic"],"sources":[{"url":"https://www.reuters.com/business/anthropic-recorded-net-loss-over-80-billion-first-half-this-year-wsj-reports-2026-10-20/","publisher":"Reuters","type":"media"},{"url":"https://www.ifre.com/equities/2499407/anthropic-pushes-ahead-with-mid-november-ipo","publisher":"IFR","type":"media"}],"verified":"rumor","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj","status":"ongoing"}
{"id":"2026-10-21-chatgpt-ads-26-countries","event_date":"2026-10-21","title":"ChatGPT 广告扩展到另外 26 个国家","summary":"ChatGPT Ads 新增 26 个国家，累计已有超过 10 万广告主使用。","category":"产品应用","subcategory":"消费级产品","impact":"B","impact_reason":"常规商业化更新","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/chatgpt-ads-expands-26-new-countries","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"ChatGPT Ads","region":"Global","date_basis":"official_bj"}
{"id":"2026-10-21-claude-duet","event_date":"2026-10-21","title":"Anthropic 推出 Claude Duet 研究预览","summary":"Anthropic 推出主动式 Agent 应用 Claude Duet，基于 Opus 5.5，会主动提醒待办、代办任务，并在动手前先征求确认。研究预览先向美国 Pro/Max 用户开放候补名单，有 iOS、Android 和网页版。","category":"产品应用","subcategory":"Agent产品","impact":"A","impact_reason":"主流产品重大新功能","orgs":["Anthropic"],"sources":[{"url":"https://claude.com/product/claude-duet","publisher":"Claude","type":"official"},{"url":"https://claude.com/resources/articles/claude-duet","publisher":"Claude","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","product":"Claude Duet","region":"US","date_basis":"official_local","status":"preview","note":"官方文章日期为 10-21；HN 首次出现是北京时间 10-22"}
{"id":"2026-10-21-flapping-airplanes-1b","event_date":"2026-10-21","title":"Flapping Airplanes 完成 10 亿美元 A 轮融资，估值 60 亿美元","summary":"据 TechCrunch，成立约一年的 AI 实验室 Flapping Airplanes 完成 10 亿美元 A 轮融资，Index 与 Lux 联合领投。","category":"产业资本","subcategory":"融资并购","impact":"B","impact_reason":"金额 ≥10 亿美元，但只有媒体来源，按规则最高 B","orgs":["Flapping Airplanes"],"sources":[{"url":"https://techcrunch.com/2026/10/21/year-old-ai-lab-flapping-airplanes-raises-1b-at-a-6b-valuation/","publisher":"TechCrunch","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj"}
{"id":"2026-10-21-google-torchtpu","event_date":"2026-10-21","title":"Google 开源 PyTorch 的 TPU 后端 TorchTPU","summary":"google-pytorch/torch_tpu 发布 0.2.0，让 PyTorch 直接跑在 TPU 上。","category":"开源社区","subcategory":"框架与基础设施","impact":"B","impact_reason":"有代表性的开源项目","orgs":["Google"],"sources":[{"url":"https://github.com/google-pytorch/torch_tpu","publisher":"Google（GitHub）","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"TorchTPU","region":"US","date_basis":"hn_bj","note":"仓库更早创建，日期取 HN 走红时间（北京时间 10-21 00:40）"}
{"id":"2026-10-21-litellm-pypi-compromise","event_date":"2026-10-21","title":"LiteLLM 1.107.0 PyPI 包被投毒","summary":"LiteLLM 1.107.0 被植入凭据窃取后门，Docker 镜像在 10-21 19:46–22:20（北京时间）受影响，PyPI 已下架该版本。","category":"政策安全","subcategory":"安全事故","impact":"B","impact_reason":"AI 基础设施供应链安全事件","orgs":["LiteLLM"],"sources":[{"url":"https://safedep.io/litellm-pypi-compromise-credential-stealer-backdoor/","publisher":"SafeDep","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"Global","date_basis":"media_bj"}
{"id":"2026-10-21-nvidia-dsx-pod","event_date":"2026-10-21","title":"NVIDIA 在 GTC Berlin 发布 DSX POD 集装箱式 AI 工厂","summary":"每个 Pod 集成 7 个 Vera Rubin NVL72 机柜，可用卡车运输，部署时间从约 6 个月缩短到 14 天，预计 2027 年初交付。","category":"算力硬件","subcategory":"数据中心与云算力","impact":"B","impact_reason":"兜底打分：范围 2＋跃迁 1＋资本 1＋持续 2＝6","orgs":["NVIDIA"],"sources":[{"url":"https://nvidianews.nvidia.com/news/nvidia-introduces-dsx-pod-ai-factories-to-accelerate-europes-infrastructure-deployment","publisher":"NVIDIA","type":"official"},{"url":"https://www.cnbc.com/2026/10/21/nvidia-announces-vera-rubin-racks-that-can-be-shipped-on-a-truck-.html","publisher":"CNBC","type":"media"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"EU","date_basis":"media_bj"}
{"id":"2026-10-21-openai-models-on-google-cloud","event_date":"2026-10-21","title":"OpenAI 模型登陆 Google Cloud","summary":"OpenAI 前沿模型和 Codex 将进入 Google Cloud Model Garden，并通过 Google Cloud Marketplace 采购，几周内正式开放；后续也会接入 Antigravity 和 Gemini Agent。","category":"产业资本","subcategory":"合作","impact":"A","impact_reason":"兜底打分：范围 3＋跃迁 0＋资本 2＋持续 2＝7","orgs":["OpenAI","Google"],"sources":[{"url":"https://openai.com/index/openai-models-google-cloud","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","region":"US","date_basis":"official_bj","status":"announced"}
{"id":"2026-10-21-openai-patch-the-planet","event_date":"2026-10-21","title":"OpenAI 发起漏洞协同披露计划 Patch the Planet","summary":"连接安全研究者、维护者和应急响应方，处理 Agent 发现的开源软件严重漏洞。","category":"政策安全","subcategory":"安全事故","impact":"B","impact_reason":"行业协作计划","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/coordinated-disclosure-of-critical-vulnerabilities","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"Global","date_basis":"official_bj","related_ids":["2026-10-21-php2shell-ai-found-rce"]}
{"id":"2026-10-21-php2shell-ai-found-rce","event_date":"2026-10-21","title":"PHP 核心曝两个严重远程代码执行漏洞（PHP2Shell），AI 参与发现","summary":"Wiz、Calif、OpenAI 等借助前沿模型发现并验证 PHP 核心内存漏洞（CVE-2026-109618/109619，CVSS 9.2）。PHP 于北京时间 10-21 22:00 发布 8.2–8.5 修复版；Wiz 称约 70% 的网站使用 PHP。","category":"政策安全","subcategory":"安全事故","impact":"A","impact_reason":"兜底打分：范围 3＋跃迁 2＋资本 0＋持续 2＝7","orgs":["Wiz","PHP Foundation"],"sources":[{"url":"https://www.wiz.io/blog/php2shell-php-rce","publisher":"Wiz","type":"official"},{"url":"https://thephp.foundation/blog/2026/10/21/todays-php-security-release-and-how-were-strengthening-php-security/","publisher":"PHP Foundation","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","region":"Global","date_basis":"official_bj","related_ids":["2026-10-21-openai-patch-the-planet"],"note":"原定 10-22 发布，因 CVE 编号提前泄露改到 10-21 14:00 UTC"}
{"id":"2026-10-21-recursive-flint","event_date":"2026-10-21","title":"Recursive 开源本地编程模型 Flint","summary":"40B 总参数、2.5B 激活，Apache 2.0。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"小厂商开源模型","orgs":["Recursive"],"sources":[{"url":"https://www.recursive.com/updates/introducing-recursive-flint","publisher":"Recursive","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Recursive Flint"],"region":"US","date_basis":"official_local"}
{"id":"2026-10-20-abliterated-models-security","event_date":"2026-10-20","title":"研究：去安全对齐（abliterated）模型可被利用入侵用户","summary":"ProjectDiscovery 研究指出，移除拒答机制的开源模型可能带来安全风险。","category":"研究","subcategory":"安全与对齐研究","impact":"C","impact_reason":"单篇安全研究","orgs":["ProjectDiscovery"],"sources":[{"url":"https://projectdiscovery.io/research/how-abliterated-models-can-get-you-pwned","publisher":"ProjectDiscovery","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"Global","date_basis":"media_bj"}
{"id":"2026-10-20-bria-fibo-2","event_date":"2026-10-20","title":"Bria 发布 8B 图像模型 Fibo 2.0","summary":"8B 图像生成模型，CC BY-NC 4.0 许可。","category":"模型","subcategory":"多模态","impact":"B","impact_reason":"常规更新","orgs":["Bria"],"sources":[{"url":"https://docs.bria.ai/whats-new/fibo-2","publisher":"Bria","type":"official"},{"url":"https://huggingface.co/briaai/Fibo-2.0-dev","publisher":"Bria（Hugging Face）","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Fibo 2.0"],"region":"Global","date_basis":"official_local"}
{"id":"2026-10-20-cloudflare-clairic","event_date":"2026-10-20","title":"Cloudflare 发布信息抽取模型 Clairic","summary":"Cloudflare 推出用于结构化信息抽取的模型。","category":"产品应用","subcategory":"开发者工具与API","impact":"C","impact_reason":"小型工具更新","orgs":["Cloudflare"],"sources":[{"url":"https://blog.cloudflare.com/clairic-extraction-model/","publisher":"Cloudflare","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"Clairic","region":"US","date_basis":"official_local"}
{"id":"2026-10-20-deepseek-deepinfer","event_date":"2026-10-20","title":"DeepSeek 开源推理引擎 DeepInfer","summary":"Apache-2.0 协议，支撑 DeepSeek 线上服务，支持 V4.1-Flash，基于 FlashMLA、DeepGEMM 和 DeepEP；HN 2351 分，是当周 HN 最热条目。","category":"开源社区","subcategory":"框架与基础设施","impact":"B","impact_reason":"兜底打分：范围 2＋跃迁 1＋资本 0＋持续 2＝5","orgs":["DeepSeek"],"sources":[{"url":"https://github.com/deepseek-ai/DeepInfer","publisher":"DeepSeek（GitHub）","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"DeepInfer","region":"CN","date_basis":"hn_bj","note":"仓库最早时间戳 10-16，日期取 HN 走红时间（北京时间 10-20 17:08）","related_ids":["2026-10-17-deepseek-v4-1-flash-1017"]}
{"id":"2026-10-20-dhs-bans-deepseek","event_date":"2026-10-20","title":"美国国土安全部禁止联邦文职机构系统使用 DeepSeek","summary":"据路透社，美国国土安全部下令禁止联邦文职机构的 IT 系统使用 DeepSeek。","category":"政策安全","subcategory":"监管法规","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["DHS","DeepSeek"],"sources":[{"url":"https://www.reuters.com/technology/us-banning-chinese-ai-deepseek-government-agency-it-systems-2026-10-19/","publisher":"Reuters","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj","note":"路透社美国日期 10-19，HN 首次出现于北京时间 10-20 00:16"}
{"id":"2026-10-20-mistral-voxtral-3","event_date":"2026-10-20","title":"Mistral 发布 Voxtral 3 语音模型系列（预览）","summary":"4 款语音模型，并推出 Voice Agents。","category":"模型","subcategory":"多模态","impact":"B","impact_reason":"常规更新","orgs":["Mistral"],"sources":[{"url":"https://mistral.ai/news/voxtral-3/","publisher":"Mistral AI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Voxtral 3"],"region":"EU","date_basis":"official_local","status":"preview","note":"HN 首次出现于北京时间 10-21 00:02"}
{"id":"2026-10-20-openai-acquires-orchestra-bio","event_date":"2026-10-20","title":"OpenAI 收购 Orchestra Bio","summary":"收购生命科学研发运营公司 Orchestra Bio，帮助药企加速药物开发。","category":"产业资本","subcategory":"融资并购","impact":"B","impact_reason":"金额未披露的垂直领域收购","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/openai-to-acquire-orchestra-bio","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local"}
{"id":"2026-10-20-salesforce-acquires-braze","event_date":"2026-10-20","title":"Salesforce 以约 56.6 亿美元收购 Braze","summary":"Salesforce 以每股 47.5 美元现金收购客户互动平台 Braze，企业价值约 56.6 亿美元。","category":"产业资本","subcategory":"融资并购","impact":"A","impact_reason":"≥10 亿美元并购","orgs":["Salesforce"],"sources":[{"url":"https://www.salesforce.com/news/press-releases/2026/10/20/salesforce-signs-definitive-agreement-to-acquire-braze/","publisher":"Salesforce","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local","status":"announced"}
{"id":"2026-10-20-whatsapp-hidden-llm-instructions","event_date":"2026-10-20","title":"WhatsApp 帮助页被发现藏有给大模型的隐藏指令","summary":"Redact 发现 WhatsApp 帮助页面中嵌入了面向大模型的隐藏指令。","category":"政策安全","subcategory":"安全事故","impact":"C","impact_reason":"社区发现，影响有限","orgs":["Meta"],"sources":[{"url":"https://redact.dev/blog/whatsapp-help-pages-hidden-ai-instructions","publisher":"Redact","type":"community"}],"verified":"rumor","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"Global","date_basis":"hn_bj"}
{"id":"2026-10-19-inception-mercury-3","event_date":"2026-10-19","title":"Inception 发布扩散式语言模型 Mercury 3","summary":"扩散式大语言模型新版本。","category":"模型","subcategory":"旗舰与基础模型","impact":"B","impact_reason":"小厂商常规更新","orgs":["Inception"],"sources":[{"url":"https://www.inceptionlabs.ai/blog/introducing-mercury-3","publisher":"Inception","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Mercury 3"],"region":"US","date_basis":"official_local","note":"美国日期 10-19，北京时间约 10-20"}
{"id":"2026-10-19-minimax-m3-1-flash","event_date":"2026-10-19","title":"MiniMax 发布 M3.1 Flash","summary":"开放权重的快速版本。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"二线厂商的非旗舰版本","orgs":["MiniMax"],"sources":[{"url":"https://www.minimax.io/blog/minimax-m31f","publisher":"MiniMax","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["MiniMax M3.1 Flash"],"region":"CN","date_basis":"official_local","note":"HN 讨论始于北京时间 10-20 00:39"}
{"id":"2026-10-19-tenstorrent-series-e","event_date":"2026-10-19","title":"Tenstorrent 完成 15 亿美元 E 轮融资，估值 62 亿美元","summary":"RISC-V AI 芯片公司 Tenstorrent 完成 15 亿美元 E 轮融资，投后估值 62 亿美元。","category":"产业资本","subcategory":"融资并购","impact":"A","impact_reason":"≥10 亿美元融资","orgs":["Tenstorrent"],"sources":[{"url":"https://tenstorrent.com/en/newsroom/tenstorrent-announces-series-e","publisher":"Tenstorrent","type":"official"},{"url":"https://techcrunch.com/2026/10/19/tenstorrent-hits-6-2b-valuation-to-scale-open-weight-ai-chips/","publisher":"TechCrunch","type":"media"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local"}
{"id":"2026-10-18-anthropic-ai-safety-bill-proposal","event_date":"2026-10-18","title":"Anthropic 的 AI 安全立法提案引发争议","summary":"据 Tom's Hardware，Anthropic 提出的 AI 安全法案仅在可能造成 50 人死亡或 10 亿美元损失时才触发，实际上让商务部成为唯一能叫停模型的机构。","category":"政策安全","subcategory":"监管法规","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["Anthropic"],"sources":[{"url":"https://www.tomshardware.com/tech-industry/artificial-intelligence/anthropics-proposed-ai-safety-bill-only-kicks-in-if-50-deaths-or-usd1-billion-in-damages-are-on-the-line-proposal-would-effectively-make-the-commerce-department-the-only-agency-capable-of-stopping-an-ai-model","publisher":"Tom's Hardware","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj"}
{"id":"2026-10-18-deepseek-search-fetch-api","event_date":"2026-10-18","title":"DeepSeek 上线 Search / Fetch API","summary":"DeepSeek API 新增联网搜索和网页抓取能力。","category":"产品应用","subcategory":"开发者工具与API","impact":"B","impact_reason":"常规 API 更新","orgs":["DeepSeek"],"sources":[{"url":"https://api-docs.deepseek.com/guides/search/","publisher":"DeepSeek API 文档","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"DeepSeek Search API","region":"CN","date_basis":"hn_bj","related_ids":["2026-10-17-deepseek-v4-1-flash-1017"]}
{"id":"2026-10-17-deepseek-v4-1-flash-1017","event_date":"2026-10-17","title":"DeepSeek 开源 V4.1-Flash-1017","summary":"V4.1-Flash 的小版本更新，权重已发布到 Hugging Face，采用 MIT 许可，支持图像输入。官方称推理、编程、Agent 和视觉基准都有明显提升，输出更短、任务耗时更少。","category":"模型","subcategory":"开源权重","impact":"A","impact_reason":"头部厂商重要小版本、开放权重","orgs":["DeepSeek"],"sources":[{"url":"https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017","publisher":"DeepSeek（Hugging Face）","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["DeepSeek-V4.1-Flash-1017"],"region":"CN","date_basis":"official_bj","related_ids":["2026-10-18-deepseek-search-fetch-api","2026-10-20-deepseek-deepinfer"],"note":"Hugging Face 仓库创建于 10-17 02:40 UTC，即北京时间 10-17 10:40"}
{"id":"2026-10-17-mercor-benchmark-map","event_date":"2026-10-17","title":"Mercor：90% 的美国工作时长缺少像样的评测覆盖","summary":"Mercor 发布评测地图，称美国 90% 的工作时长没有被现有基准充分覆盖。","category":"模型","subcategory":"评测与榜单","impact":"C","impact_reason":"单一机构研究报告","orgs":["Mercor"],"sources":[{"url":"https://www.mercor.com/research/labor-index/benchmark-map/","publisher":"Mercor","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"hn_bj"}
{"id":"2026-10-17-openai-four-more-rogue-incidents","event_date":"2026-10-17","title":"Fortune：OpenAI 再披露四起失控 Agent 事件","summary":"据 Fortune，OpenAI 新披露四起失控 Agent 事件，涉及金融、医疗和政府数据。","category":"政策安全","subcategory":"安全事故","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["OpenAI"],"sources":[{"url":"https://fortune.com/2026/10/16/openai-discloses-four-more-rogue-incidents-involving-financial-medical-and-government-data/","publisher":"Fortune","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj","related_ids":["2026-10-06-wikimedia-openai-rogue-agents"]}
{"id":"2026-10-16-claude-ecdsa-curve-origins","event_date":"2026-10-16","title":"Anthropic：Claude 推导出 ECDSA 曲线参数的来源","summary":"Anthropic 研究博客披露，Claude 帮助揭示了 ECDSA 曲线参数的来源（HN 1065 分）。","category":"研究","subcategory":"新方法与论文","impact":"B","impact_reason":"有代表性的研究成果","orgs":["Anthropic"],"sources":[{"url":"https://www.anthropic.com/research/ecdsa-curve-origins","publisher":"Anthropic","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local"}
{"id":"2026-10-16-krea-3","event_date":"2026-10-16","title":"Krea 发布图像编辑模型 Krea 3","summary":"图像编辑模型，每张图 0.06 美元。","category":"模型","subcategory":"多模态","impact":"B","impact_reason":"常规更新","orgs":["Krea"],"sources":[{"url":"https://www.krea.ai/krea-3","publisher":"Krea","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Krea 3"],"region":"US","date_basis":"hn_bj","note":"官方页面无日期，取 HN 首次出现时间（北京时间 10-16 00:04）"}
{"id":"2026-10-15-cern-mistral-partnership","event_date":"2026-10-15","title":"CERN 与 Mistral 签署战略合作意向","summary":"双方签署意向书，合作用 AI 加速科学研究。","category":"产业资本","subcategory":"合作","impact":"B","impact_reason":"常规合作","orgs":["CERN","Mistral"],"sources":[{"url":"https://home.cern/cern-and-mistral-join-forces-to-accelerate-ai-for-science/","publisher":"CERN","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"EU","date_basis":"official_local"}
{"id":"2026-10-15-huawei-atlas-950-superpod-1024","event_date":"2026-10-15","title":"首套 1024 卡昇腾 Atlas 950 液冷超节点点亮","summary":"据快科技，首套 1024 卡 Atlas 950 SuperPoD 点亮，FP8 算力 1 EFLOPS，并完成 Step 5 Preview 的 0Day 适配。","category":"算力硬件","subcategory":"数据中心与云算力","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["Huawei","StepFun"],"sources":[{"url":"https://feng.ifeng.com/c/8xFaWV9uAHL","publisher":"凤凰网（转载快科技）","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"CN","date_basis":"media_bj","related_ids":["2026-10-15-step-5-preview"]}
{"id":"2026-10-15-muse-spark-open","event_date":"2026-10-15","title":"Meta 开放 Muse Spark 权重","summary":"Meta 开放 Muse Spark 权重：总参数 816B、激活 42B，100 万上下文。采用 Muse 模型许可，商用有附加条件。","category":"模型","subcategory":"开源权重","impact":"A","impact_reason":"头部厂商大规模开放权重","orgs":["Meta"],"sources":[{"url":"https://research.meta.ai/blog/muse-spark-open","publisher":"Meta","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Muse Spark Open"],"region":"US","date_basis":"official_local","related_ids":["2026-10-12-muse-wonder"]}
{"id":"2026-10-15-step-5-preview","event_date":"2026-10-15","title":"阶跃星辰开放 Step 5 Preview 权重","summary":"09-20 发布的 Step 5 Preview 按计划开放权重：稀疏 MoE，总参数 600B、激活 27B，100 万上下文，支持文本和视觉输入；昇腾、沐曦、壁仞、摩尔线程等国产芯片首日适配。","category":"模型","subcategory":"开源权重","impact":"A","impact_reason":"二线厂商旗舰，开放权重","orgs":["StepFun"],"sources":[{"url":"https://www.stepfun.com/news/step-5-preview","publisher":"阶跃星辰","type":"official"},{"url":"https://www.ithome.com/1/013/663.htm","publisher":"IT之家","type":"media"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Step 5 Preview"],"region":"CN","date_basis":"media_bj","status":"preview","note":"模型 09-20 发布时承诺 10-15 开放权重；官方页面没有标注开放时间，按 IT之家报道取北京时间 10-15 22:07"}
{"id":"2026-10-15-tsmc-q3-2026-earnings","event_date":"2026-10-15","title":"台积电 Q3 营收 467 亿美元，同比增长约四成","summary":"Q3 营收 467.2 亿美元，按美元计同比增长 41.2%；Q4 营收指引 523–543 亿美元。公司称先进制程需求强劲，2nm 快速上量。","category":"产业资本","subcategory":"财报","impact":"B","impact_reason":"例行季度财报；兜底打分：范围 2＋跃迁 0＋资本 3＋持续 1＝6","orgs":["TSMC"],"sources":[{"url":"https://pr.tsmc.com/english/news/3346","publisher":"TSMC","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","region":"Global","date_basis":"official_local","impact_history":[{"from":"A","to":"B","at":"2026-10-26T12:45:00+08:00","reason":"复核：原文没有“AI 需求极其强劲/供不应求”的表述，例行季度财报按兜底打分只有 6 分"}]}
{"id":"2026-10-14-grok-voice-3","event_date":"2026-10-14","title":"xAI 发布 Grok Voice 3.0","summary":"语音模型升级。","category":"模型","subcategory":"多模态","impact":"B","impact_reason":"常规更新","orgs":["xAI"],"sources":[{"url":"https://x.ai/news/grok-voice-3","publisher":"xAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Grok Voice 3.0"],"region":"US","date_basis":"official_local"}
{"id":"2026-10-13-character-ai-chapter-11","event_date":"2026-10-13","title":"Character.AI 申请自愿破产保护以推进出售","summary":"Character.AI 申请美国破产法第 11 章保护，以便推进公司出售。","category":"产业资本","subcategory":"融资并购","impact":"B","impact_reason":"兜底打分：范围 2＋跃迁 0＋资本 2＋持续 2＝6","orgs":["Character.AI"],"sources":[{"url":"https://blog.character.ai/an-update-on-character-ai/","publisher":"Character.AI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_bj"}
{"id":"2026-10-13-gemini-4-argon-ga","event_date":"2026-10-13","title":"Gemini 4 Argon 正式版上线","summary":"Gemini 4 Argon 结束预览，转为正式可用。Google 同日发文介绍把 Argon 用于机器人控制、仿真重建等场景，但这是用法介绍，不是单独的新模型。","category":"模型","subcategory":"旗舰与基础模型","impact":"A","impact_reason":"S 级事件的后续落地，单独记 A","orgs":["Google"],"sources":[{"url":"https://ai.google.dev/gemini-api/docs/changelog","publisher":"Gemini API 更新日志","type":"official"},{"url":"https://developers.googleblog.com/gemini-4-argon-for-robotics/","publisher":"Google Developers Blog","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Gemini 4 Argon"],"region":"US","date_basis":"official_local","status":"ga","related_ids":["2026-09-30-gemini-4-argon"]}
{"id":"2026-10-13-liquid-lfm2-5-24b-a2b","event_date":"2026-10-13","title":"Liquid AI 开源 LFM2.5-24B-A2B","summary":"24B 总参数、2B 激活的开放权重模型，面向端侧 Agent。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"有代表性的开源模型","orgs":["Liquid AI"],"sources":[{"url":"https://www.liquid.ai/blog/lfm2-5-24b-a2b","publisher":"Liquid AI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["LFM2.5-24B-A2B"],"region":"US","date_basis":"official_local"}
{"id":"2026-10-12-intel-gpu-d270","event_date":"2026-10-12","title":"Intel 公布推理 GPU D 系列（Crescent Island）规格并送样","summary":"代号 Crescent Island 的推理 GPU 正式定名为 D 系列，旗舰型号 D270。采用 Xe3P 架构，单卡最高 480GB LPDDR5X，带宽 1.5TB/s，FP8 算力 1.3 PFLOPS，350W 风冷，已开始送样。","category":"算力硬件","subcategory":"芯片","impact":"B","impact_reason":"该芯片 2025 年已公布，这次是定名、补充规格并开始送样，属于常规进展；拿不准时降一级","orgs":["Intel"],"sources":[{"url":"https://www.intel.com/content/www/us/en/newsroom/news/artificial-intelligence/intel-accelerates-open-infrastructure-agentic-ai-era.html","publisher":"Intel","type":"official"},{"url":"https://www.phoronix.com/news/Intel-GPU-D-Series","publisher":"Phoronix","type":"media"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","region":"US","date_basis":"official_local","status":"announced","note":"Intel 官方稿只写了 Crescent Island 和规格，D270 型号名来自 Phoronix（美东 10-12 16:53，即北京时间 10-13 04:53）","impact_history":[{"from":"A","to":"B","at":"2026-10-26T12:45:00+08:00","reason":"复核：Crescent Island 在 2025 年 10 月已发布，本次只是定名、公布规格和送样，不算新一代芯片首发"}]}
{"id":"2026-10-12-muse-wonder","event_date":"2026-10-12","title":"Meta 发布 Muse Wonder","summary":"Meta 推出 Muse Wonder 系列，包括 Muse Wonder 和 Muse Wonder Full，主攻个人和职场 Agent 任务，在 Prometheus 数据中心训练。前者可通过 Meta 模型 API 调用，后者向 Muse Code 订阅用户开放。","category":"模型","subcategory":"旗舰与基础模型","impact":"A","impact_reason":"头部厂商新模型（非新一代）","orgs":["Meta"],"sources":[{"url":"https://research.meta.ai/blog/muse-wonder","publisher":"Meta","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Muse Wonder"],"region":"US","date_basis":"official_local","related_ids":["2026-10-15-muse-spark-open"]}
{"id":"2026-10-09-deno-joins-cloudflare","event_date":"2026-10-09","title":"Deno 加入 Cloudflare","summary":"Deno 团队宣布并入 Cloudflare，金额未披露。","category":"产业资本","subcategory":"融资并购","impact":"B","impact_reason":"开发者基础设施并购，金额未披露","orgs":["Cloudflare","Deno"],"sources":[{"url":"https://deno.com/blog/cloudflare","publisher":"Deno","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_bj"}
{"id":"2026-10-09-fired-openai-safety-researchers","event_date":"2026-10-09","title":"被解雇的三名 OpenAI 安全研究员否认不当行为指控","summary":"据 TechCrunch，三名被解雇的 OpenAI 安全研究员否认公司的不当行为指控，并警告这会产生寒蝉效应。","category":"产业资本","subcategory":"人事变动","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["OpenAI"],"sources":[{"url":"https://techcrunch.com/2026/10/08/fired-openai-safety-researchers-dispute-misconduct-claims-warn-of-chilling-effect/","publisher":"TechCrunch","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj"}
{"id":"2026-10-09-openai-annualized-revenue-50b","event_date":"2026-10-09","title":"CNBC：OpenAI 9 月底年化收入约 500 亿美元，低于此前预期","summary":"据 CNBC，OpenAI 9 月底的年化收入约为 500 亿美元，低于此前释放的预期，AI 概念股随之下跌。","category":"产业资本","subcategory":"财报","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["OpenAI"],"sources":[{"url":"https://www.cnbc.com/2026/10/08/open-ai-revenue-nvidia-oracle-coreweave.html","publisher":"CNBC","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj"}
{"id":"2026-10-09-qwen-image-2-1-turbo","event_date":"2026-10-09","title":"阿里开源 Qwen-Image-2.1-Turbo","summary":"开源的快速图像生成模型。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"常规开源更新","orgs":["Alibaba"],"sources":[{"url":"https://huggingface.co/Qwen/Qwen-Image-2.1-Turbo","publisher":"Qwen（Hugging Face）","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Qwen-Image-2.1-Turbo"],"region":"CN","date_basis":"official_local"}
{"id":"2026-10-09-typesafe-series-a","event_date":"2026-10-09","title":"TypeSafe AI 完成 a16z 领投的 A 轮融资","summary":"TypeSafe AI 宣布完成 A 轮融资，a16z 领投，红杉、DCVC 跟投；HN 标题称 8.7 亿美元、估值 75 亿美元，官方博客未写金额。","category":"产业资本","subcategory":"融资并购","impact":"B","impact_reason":"金额来自社区标题、官方未披露，按 1 亿–10 亿美元档记 B","orgs":["TypeSafe"],"sources":[{"url":"https://typesafe.ai/blog/series-ai","publisher":"TypeSafe AI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local"}
{"id":"2026-10-08-anthropic-genesis-mission","event_date":"2026-10-08","title":"Anthropic 三年投入 1.5 亿美元支持 Genesis Mission","summary":"Anthropic 承诺三年内投入 1.5 亿美元，支持美国联邦政府用 AI 加速科研的 Genesis Mission 计划。","category":"产业资本","subcategory":"合作","impact":"B","impact_reason":"1 亿–10 亿美元量级的合作投入","orgs":["Anthropic"],"sources":[{"url":"https://www.anthropic.com/news/genesis-mission-commitment","publisher":"Anthropic","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local"}
{"id":"2026-10-07-claude-haiku-5-5","event_date":"2026-10-07","title":"Anthropic 发布 Claude Haiku 5.5","summary":"Claude 5.5 家族里最快的小模型，适合摘要、分类、子 Agent 这类高频低成本任务。官方称平均运行成本比 Haiku 4.5 低约 75%，并首次支持调节推理强度。","category":"模型","subcategory":"旗舰与基础模型","impact":"A","impact_reason":"头部厂商重要小版本","orgs":["Anthropic"],"sources":[{"url":"https://www.anthropic.com/claude-haiku-5-5","publisher":"Anthropic","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Claude Haiku 5.5"],"region":"US","date_basis":"official_local"}
{"id":"2026-10-07-google-finland-datacentre-halt","event_date":"2026-10-07","title":"Google 芬兰数据中心工程被要求暂停","summary":"据《卫报》，Google 在芬兰的数据中心工程因需开展环境影响评估被临时叫停。","category":"算力硬件","subcategory":"数据中心与云算力","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["Google"],"sources":[{"url":"https://www.theguardian.com/technology/2026/oct/06/google-datacentres-finland-temporary-halt-environmental-impact-assessment","publisher":"The Guardian","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"EU","date_basis":"media_bj"}
{"id":"2026-10-07-gpt-6-for-everyone","event_date":"2026-10-07","title":"GPT-6 和 Intelligent UI 向所有 ChatGPT 用户开放","summary":"付费档当天开始推送，Free 和 Go 档从次日开始；付费档用 Sol，免费档用 Luna。Intelligent UI 能在回答里直接生成图表、按钮之类的交互界面。","category":"产品应用","subcategory":"消费级产品","impact":"A","impact_reason":"主流产品重大功能（全量开放新一代模型）","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/gpt-6-for-everyone","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["GPT-6"],"region":"US","date_basis":"official_local","status":"rolling_out"}
{"id":"2026-10-07-openai-math-withdrawals","event_date":"2026-10-07","title":"OpenAI 撤回 3 篇数学稿件、修订 14 篇","summary":"OpenAI 数学仓库更新记录显示，因 Weil 类论文存在符号错误，撤回 3 篇稿件并修订另外 14 篇。","category":"研究","subcategory":"新方法与论文","impact":"B","impact_reason":"对前一事件的重要更正","orgs":["OpenAI"],"sources":[{"url":"https://github.com/openai/math/blob/main/history.md","publisher":"OpenAI（GitHub）","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_bj","related_ids":["2026-10-06-openai-math-progress"],"status":"withdrawn"}
{"id":"2026-10-06-embeddinggemma-2","event_date":"2026-10-06","title":"Google 开源多模态向量模型 EmbeddingGemma 2","summary":"开放权重的多模态 embedding 模型。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"有代表性的开源模型","orgs":["Google"],"sources":[{"url":"https://blog.google/innovation-and-ai/technology/developers-tools/embeddinggemma-2/","publisher":"Google Blog","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["EmbeddingGemma 2"],"region":"US","date_basis":"official_local"}
{"id":"2026-10-06-mistral-large-4-preview","event_date":"2026-10-06","title":"Mistral 发布 Large 4 公开预览","summary":"原生多模态 MoE 旗舰，总参数约 1T、激活 52B。预览版 API 当天开放，官方计划月底放出权重。","category":"模型","subcategory":"旗舰与基础模型","impact":"A","impact_reason":"二线厂商旗舰","orgs":["Mistral"],"sources":[{"url":"https://mistral.ai/news/mistral-large-4/","publisher":"Mistral AI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Mistral Large 4"],"region":"EU","date_basis":"official_local","status":"preview"}
{"id":"2026-10-06-nano-banana-2-1","event_date":"2026-10-06","title":"Google 发布 Nano Banana 2.1","summary":"图像模型升级。","category":"模型","subcategory":"多模态","impact":"B","impact_reason":"常规更新","orgs":["Google"],"sources":[{"url":"https://ai.google.dev/gemini-api/docs/changelog","publisher":"Gemini API 更新日志","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Nano Banana 2.1"],"region":"US","date_basis":"official_local"}
{"id":"2026-10-06-openai-math-progress","event_date":"2026-10-06","title":"OpenAI 公布内部模型在数学开放问题上的新结果","summary":"公布内部前沿模型在数学开放问题上的成果，并在 GitHub 公开 Lean 形式化证明；次日撤回 3 篇、修订 14 篇。","category":"研究","subcategory":"新方法与论文","impact":"B","impact_reason":"原判 A；随后撤回部分结果，按“拿不准降一级”下调为 B","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/sharing-ai-progress-in-mathematics","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_bj","related_ids":["2026-10-07-openai-math-withdrawals"],"impact_history":[{"from":"A","to":"B","at":"2026-10-26T12:30:00+08:00","reason":"10-07 撤回 3 篇稿件（Weil 类论文存在符号错误）并修订 14 篇"}]}
{"id":"2026-10-06-wikimedia-openai-rogue-agents","event_date":"2026-10-06","title":"维基媒体发现 OpenAI 失控 Agent 在其项目上活动","summary":"维基媒体基金会披露在其项目上发现的 OpenAI 失控 Agent 活动。","category":"政策安全","subcategory":"安全事故","impact":"B","impact_reason":"Agent 安全事件，影响范围有限","orgs":["Wikimedia","OpenAI"],"sources":[{"url":"https://diff.wikimedia.org/2026/10/05/openai-rogue-agent-activities-found-on-wikimedia-projects/","publisher":"Wikimedia Diff","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"Global","date_basis":"official_bj","related_ids":["2026-10-17-openai-four-more-rogue-incidents"]}
{"id":"2026-10-05-reflection-beam","event_date":"2026-10-05","title":"Reflection AI 公布开放权重模型 Beam","summary":"MoE 架构，总参数 501B、激活 23B，预训练 23.8T token，后训练用约 1.05 万张 GB300。发布时还没放出权重，官方计划当月按 Apache 2.0 开放。","category":"模型","subcategory":"开源权重","impact":"A","impact_reason":"二线厂商旗舰，大规模开放权重","orgs":["Reflection"],"sources":[{"url":"https://reflection.ai/blog/introducing-beam","publisher":"Reflection AI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Reflection Beam"],"region":"US","date_basis":"official_local","status":"announced"}
{"id":"2026-10-03-aleph-alpha-kolibri","event_date":"2026-10-03","title":"Aleph Alpha 开源 Kolibri","summary":"78B 总参数、3B 激活的 MoE，100 万上下文，Apache-2.0 开放权重。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"欧洲二线厂商的开源模型","orgs":["Aleph Alpha"],"sources":[{"url":"https://aleph-alpha.com/en/blog/kolibri-has-landed-a-sovereign-open-weight-model/","publisher":"Aleph Alpha","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Kolibri"],"region":"EU","date_basis":"official_local"}
{"id":"2026-10-03-openai-safety-leader-quits","event_date":"2026-10-03","title":"OpenAI 安全负责人 David Robinson 离职，称公司文化“已经坏掉”","summary":"据《卫报》和《大西洋月刊》，OpenAI 安全负责人离职并公开批评公司文化。","category":"产业资本","subcategory":"人事变动","impact":"B","impact_reason":"媒体报道，按规则最高 B","orgs":["OpenAI"],"sources":[{"url":"https://www.theguardian.com/technology/2026/oct/03/openai-safety-leader-quits-warning-ai-companys-culture-is-broken","publisher":"The Guardian","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj"}
{"id":"2026-10-02-deepseek-harness","event_date":"2026-10-02","title":"DeepSeek 推出 Harness 桌面应用","summary":"DeepSeek 官网上线 Harness 桌面应用页面。","category":"产品应用","subcategory":"消费级产品","impact":"B","impact_reason":"常规产品发布","orgs":["DeepSeek"],"sources":[{"url":"https://www.deepseek.com/en/harness/","publisher":"DeepSeek","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","product":"Harness","region":"CN","date_basis":"hn_bj","note":"官网页面无日期，取 HN 首次出现时间（北京时间 10-02 11:11）"}
{"id":"2026-10-02-qwen-image-2-1-pro","event_date":"2026-10-02","title":"阿里发布 Qwen-Image-2.1-Pro","summary":"通义图像生成模型升级。","category":"模型","subcategory":"多模态","impact":"B","impact_reason":"常规更新","orgs":["Alibaba"],"sources":[{"url":"https://www.alibabacloud.com/help/en/model-studio/newly-released-models","publisher":"阿里云百炼","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","models":["Qwen-Image-2.1-Pro"],"region":"CN","date_basis":"official_local","note":"日期取平台上线日期"}
{"id":"2026-10-01-cloudflare-clef","event_date":"2026-10-01","title":"Cloudflare 开源决策模型 Clef 和 Clef-flash","summary":"开源决策类模型，并提供强化学习微调平台。","category":"模型","subcategory":"开源权重","impact":"B","impact_reason":"有代表性的开源模型","orgs":["Cloudflare"],"sources":[{"url":"https://blog.cloudflare.com/clef-decision-models/","publisher":"Cloudflare","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_bj"}
{"id":"2026-09-30-ftc-probe-ai-chatbot-risks","event_date":"2026-09-30","title":"美国 FTC 调查 OpenAI、Anthropic 等公司的产品风险","summary":"据 CNBC，美国联邦贸易委员会就 AI 产品风险对 OpenAI、Anthropic 等公司展开调查。","category":"政策安全","subcategory":"监管法规","impact":"B","impact_reason":"媒体报道、无官方原文，按规则最高 B","orgs":["FTC","OpenAI","Anthropic"],"sources":[{"url":"https://www.cnbc.com/2026/09/30/ftc-ai-probe-openai-anthropic.html","publisher":"CNBC","type":"media"}],"verified":"confirmed","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"media_bj"}
{"id":"2026-09-30-gemini-4-argon","event_date":"2026-09-30","title":"Google 发布 Gemini 4 Argon","summary":"Gemini 4 代首款模型，侧重长程编程、企业知识工作和网络防御，单次输出上限提到 100 万 token。首发只通过 Fairwind 计划向受信任的网络防御方开放，正式版见 10-13 条目。","category":"模型","subcategory":"旗舰与基础模型","impact":"S","impact_reason":"头部厂商新一代旗舰（Gemini 4 代）","orgs":["Google"],"sources":[{"url":"https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/","publisher":"Google Blog","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Gemini 4 Argon"],"region":"US","date_basis":"official_local","status":"preview","related_ids":["2026-10-13-gemini-4-argon-ga"],"note":"HN 首次出现于北京时间 10-01 04:04；10-13 正式版另记一条"}
{"id":"2026-09-30-gpt-6-1-sol","event_date":"2026-09-30","title":"OpenAI 发布 GPT-6.1 Sol","summary":"DevDay 同期推出的 GPT-6 Sol 升级款。官方称在编程、电脑操作等任务上逼近 Astra，API 定价为每百万 token 输入 2 美元、输出 10 美元，约是 Astra 的五分之一。","category":"模型","subcategory":"旗舰与基础模型","impact":"A","impact_reason":"头部厂商的重要小版本","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/introducing-gpt-6-1-sol","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["GPT-6.1 Sol"],"region":"US","date_basis":"official_bj","note":"官方 RSS 时间 09-29 17:00 UTC＝北京时间 09-30 01:00"}
{"id":"2026-09-30-openai-disrupts-distillation-campaign","event_date":"2026-09-30","title":"OpenAI 披露并阻断一起有组织的模型蒸馏行动","summary":"OpenAI 称阻断了一起试图提取受保护推理内容的蒸馏行动，并加强对抗性蒸馏防御。","category":"政策安全","subcategory":"安全事故","impact":"B","impact_reason":"常规安全披露","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/disrupting-a-coordinated-model-distillation-campaign","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_bj"}
{"id":"2026-09-30-openai-synopsys-gpt-synopsys","event_date":"2026-09-30","title":"OpenAI 与新思科技合作打造芯片设计模型 GPT-Synopsys","summary":"双方签署多年协议并分成收入，共同打造面向芯片设计的模型。","category":"产业资本","subcategory":"合作","impact":"B","impact_reason":"兜底打分：范围 2＋跃迁 1＋资本 1＋持续 2＝6","orgs":["OpenAI","Synopsys"],"sources":[{"url":"https://news.synopsys.com/2026-09-30-OpenAI-and-Synopsys-Announce-GPT-Synopsys-Frontier-Intelligence-to-Revolutionize-Chip-Design","publisher":"Synopsys","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local"}
{"id":"2026-09-29-openai-dots","event_date":"2026-09-29","title":"OpenAI 推出 Dots 主动式助手","summary":"DevDay 2026 上推出的常驻型 Agent，由 GPT-6 Astra 驱动并配有独立云电脑，可以跨项目长时间工作；先向 Pro 和 Business Premium 用户推送。","category":"产品应用","subcategory":"Agent产品","impact":"A","impact_reason":"主流产品（ChatGPT）的重大新功能","orgs":["OpenAI"],"sources":[{"url":"https://openai.com/index/introducing-dots","publisher":"OpenAI","type":"official"},{"url":"https://openai.com/index/devday-2026-recap","publisher":"OpenAI","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","product":"Dots","region":"US","date_basis":"official_local","status":"rolling_out"}
{"id":"2026-09-28-claude-sonnet-5-5","event_date":"2026-09-28","title":"Anthropic 发布 Claude Sonnet 5.5","summary":"Claude 5.5 家族的中端主力模型。官方称速度比 Sonnet 5 提升三成以上，多数任务成本最多下降约三成，API 价格不变。","category":"模型","subcategory":"旗舰与基础模型","impact":"A","impact_reason":"头部厂商的重要小版本（Sonnet 主力档升级）","orgs":["Anthropic"],"sources":[{"url":"https://www.anthropic.com/claude-sonnet-5-5","publisher":"Anthropic","type":"official"},{"url":"https://docs.claude.com/en/release-notes/overview","publisher":"Claude 发布说明","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:45:00+08:00","models":["Claude Sonnet 5.5"],"region":"US","date_basis":"official_local","status":"ga"}
{"id":"2026-09-28-world-labs-joins-amd","event_date":"2026-09-28","title":"World Labs 签约并入 AMD，李飞飞出任 AMD 首席科学家","summary":"World Labs 与 AMD 签署最终协议，团队并入 AMD；李飞飞出任 AMD 执行副总裁兼首席科学家，预计 2026 年底前完成交割，金额未披露。","category":"产业资本","subcategory":"融资并购","impact":"A","impact_reason":"头部 AI 实验室被芯片厂收购、核心人物进入 AMD 管理层；金额未披露，按 A 处理","orgs":["World Labs","AMD"],"sources":[{"url":"https://www.worldlabs.ai/blog/amd-announcement","publisher":"World Labs","type":"official"}],"verified":"official","created_at":"2026-10-26T12:30:00+08:00","updated_at":"2026-10-26T12:30:00+08:00","region":"US","date_basis":"official_local","status":"announced","note":"HN 首次出现于北京时间 09-29 04:18"}