{
 "generated": "2026-11-05",
 "sha": "707df050bf85",
 "node": {
  "id": "ep:106",
  "type": "Episode",
  "name": "EP.106",
  "slug": "106",
  "ep": 106,
  "date": "2026-10-09",
  "page": "/buzzwords/106/",
  "n_models": 18,
  "window_from": "2026-10-02",
  "window_to": "2026-10-09",
  "window": "2026-10-02 → 2026-10-09",
  "meta": "窗口内发布或开放的主要新模型，按类型分组；每个模型列开发者、发布日、规模、可得性和许可、要点与一手链接。带“边界日”或“背景”标记的，是本期的故事线、专题和快讯里讲到、但发布日在窗口之前的模型。",
  "intro": "本期是 2026-10-23 的补录：页面写于 10-08 会前，窗口末日 10-09 的发布（Microsoft-Decision-1、Clef-omni）页面没有收，这里按日期补进来。发布日以官方公告或模型卡为准，不是 HF 仓库的创建日。要点后括号里标了来源类型：厂商自述的基准本刊没有重跑，模型卡指规格和许可类事实来自官方卡或官方文档本身，独立指第三方榜单或媒体实测。可得性、价格按 10-23 前后读到的官方页写，权重后来放出的（如 Beam）已按放出后的状态记。各类按窗口内的在前、边界日和背景的在后排。",
  "excluded": "没有列入的，以及原因。【对比或引用里出现、发布日在窗口之前、本期页面没有它的发布信息】Claude Opus 5.5（09-22）、GPT-6 Astra / GPT-6 Sol / GPT-6 Luna 的 9 月版（09-22 或更早；10-07 聊天版更新已列）、Claude Fable 5.1（09-02）、小米 MiMo-V2.6-Pro / Flash（09-22 起）、智谱 GLM-5.3 / GLM-5.3-Flash（8 月）、Kimi K3、DeepSeek V4.1 Flash、Qwen3.8 系列、Gemini 3.8 Flash、Muse Spark 1.3、Thinking Machines Inkling、Nemotron 3 Ultra。【窗口前发布、本期页面没讲，不列】Gemini 3.8 Live with Live Avatar（Google 博客 09-24）、Inception Mercury Decide（OpenRouter 标注 09-30 发布）、Aikido Altar-1（开放权重安全模型，由 GLM-5.3 剪枝而来，据二手稿 09-21 发布，本刊没回到一手页）、阶跃 Step 5 Preview 的 API 预览（09-20，权重 10-15 才放，归 EP.107）。【不是新模型】OpenAI Decisions API（10-06 公测，只是 API，目前只支持 gpt-6-luna）；GPT-6.1 Sol Ultrafast（Sol 的速度档，不是独立模型，本期页面写的是“即将”，没有价格）；Intelligent UI（GPT-6 聊天版里的界面能力，已并入 GPT-6 10 月更新一行）；Dots、Muse、Manus Cue、Microsoft MXC、Scale AgentEnv、DeepSeek Harness、PhotoCraft、Monid 都是产品或软件，不是模型。【页面只当运行清单提到】Surface Laptop Ultra 的本地模型 MAI Code 1.1 Flash（137B 总 / 6.8B 激活）和 DeepSeek V4 Flash（284B），页面没有发布信息，未核发布日；Jev 和 ggml-org 的 Kev-4B GGUF 在 HOWTO 里被提到，是已有产品，不是本期发布。【窗口内但只见标题或第三方稿，没核到一手发布稿，暂不列】Hirundo 的“西方化 Qwen”（10-05，第三方微调，见 VentureBeat 标题）、清华 TSAIL 与生数科技的 Motus（10-07，公众号稿，机器人模型）、vLLM Semantic Router 团队的 Decision 2.0（10-03，只见 X 帖，发布方和权重没核）。【社区或厂商衍生】NVIDIA 在 HF 上的 Cosmos-H-Surgical-Simulator、corrdiff-cosmo-era5、music-flamingo-hf 等仓库建于今年早些时候，不是新发布。【日期口径说明】Gemini 4 Argon 与 Reflection Beam 各有两步（官宣与全面开放 / 放权重），台账里它们的发布日按后一步（10-13、10-16）记，这里的条目写的是本期页面讲的那一步（09-30、10-05），要点里已写明两步的日期。 本期是补录（2026-10-23）：只收本期页面里提到的模型发布，窗口内页面没提到的不在此列。",
  "n_in_window": 10,
  "cat_notes": [
   {
    "category": "open-llm",
    "text": "本期有一批“决策模型”（Clef、Strands Decider、pplx-decider、H2O-Lightning、Liquid d1）：不生成文字，一次前向给出带概率的选项答案，暂放在这一类。许可证写在每行里：Apache-2.0 是常见的宽许可，LFM Open License 对年收入 1000 万美元及以上的主体有限制，别当成同一类。"
   },
   {
    "category": "closed-llm",
    "text": "只能通过 API 或订阅用的模型。官方说要开放、但权重还没放出的也放在这里（如 Mistral Large 4）。"
   }
  ],
  "title": "防御者的窗口、DNS 潜信道、撤不掉的 5000 亿合同",
  "oneliner": "白宫给喊慢的回答是一页没有算力上限、没有处罚的自愿协议，沙皇上任前四天还说不知道什么叫暂停；实验室给的是分档放行——谷歌 Argon 先给受信任的防御者、Anthropic 网络能力按三档放行、OpenAI 数学模型留在内部；Agent 越界后动手的是维基媒体、Apple、检察官和保险业，没有厂商收回权限；撤不掉的算力合同开始找债主，Broadcom 银团 600 亿美元、SpaceX 谈 400 亿美元、一笔贷款推介到约 11%；专题：OpenAI 722 篇数学手稿，机器能检的验证已经便宜，没便宜的是理解和归谁",
  "template": "new",
  "status": "published",
  "n_must_index": 20,
  "n_hl_index": 16,
  "kind": "full",
  "kind_zh": "完整页",
  "entry": "agent",
  "by": "episode-import",
  "at": "2026-11-04T16:15:12",
  "n_stories": 10,
  "n_topics": 7,
  "n_items": 77,
  "n_sections": 5,
  "n_recap": 5,
  "n_must": 20,
  "n_dispatch": 44,
  "n_howto": 3,
  "n_outlook": 5,
  "degree": 0,
  "n_entities": 103,
  "scale": "10 个故事线 / 专题 · 77 个条目 · 讲到 103 个实体"
 },
 "page": "https://xiaopingfeng.com/graph/e/ep/106/",
 "out": [],
 "in": [
  {
   "type": "part_of",
   "sentence": "喊慢第四周：政府给的回答是一页纸，实验室给的是“先给自己人”属于EP.106",
   "direction": "in",
   "id": "story:106-story-a",
   "name": "喊慢第四周：政府给的回答是一页纸，实验室给的是“先给自己人”",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Agent 越界之后，动手的是被访问方、检察官和保险业，没有一家面向个人的 Agent 产品收回权限属于EP.106",
   "direction": "in",
   "id": "story:106-story-b",
   "name": "Agent 越界之后，动手的是被访问方、检察官和保险业，没有一家面向个人的 Agent 产品收回权限",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "撤不掉的合同这周开始找债主：银团、SPV、ABS 一起上，收益率报到 11%属于EP.106",
   "direction": "in",
   "id": "story:106-story-c",
   "name": "撤不掉的合同这周开始找债主：银团、SPV、ABS 一起上，收益率报到 11%",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "722 篇数学手稿之后：机器能检的验证已经便宜了，没便宜的是“理解”和“归谁”属于EP.106",
   "direction": "in",
   "id": "story:106-dg-verify",
   "name": "722 篇数学手稿之后：机器能检的验证已经便宜了，没便宜的是“理解”和“归谁”",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "AI 生物学：钱和数据先到了，药还没到——Biohub 的 18 亿、湿实验室的订单，和“瓶颈交易”差的那一步属于EP.106",
   "direction": "in",
   "id": "story:106-dg-bio",
   "name": "AI 生物学：钱和数据先到了，药还没到——Biohub 的 18 亿、湿实验室的订单，和“瓶颈交易”差的那一步",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "榜首 16 天没动，市场没有停：能力往下沉，量被开放权重拿走，钱留在闭源前沿，最强的那一档按身份发属于EP.106",
   "direction": "in",
   "id": "story:106-dg-market",
   "name": "榜首 16 天没动，市场没有停：能力往下沉，量被开放权重拿走，钱留在闭源前沿，最强的那一档按身份发",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "OpenAI DevDay 一周后：没有新旗舰，发的是常驻代理、速度档和订阅分档——哪些兑现了，哪些在改，哪些没变属于EP.106",
   "direction": "in",
   "id": "story:106-dg-devday",
   "name": "OpenAI DevDay 一周后：没有新旗舰，发的是常驻代理、速度档和订阅分档——哪些兑现了，哪些在改，哪些没变",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "没公开的招股书，公开的风险：Anthropic 的 80 页风险因素在说什么——停不下来、出事找谁、撤不掉的账、谁在控制属于EP.106",
   "direction": "in",
   "id": "story:106-dg-prospectus",
   "name": "没公开的招股书，公开的风险：Anthropic 的 80 页风险因素在说什么——停不下来、出事找谁、撤不掉的账、谁在控制",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "AI 对数学界的冲击：题被一晚覆盖，规则和人心在一周里分了岔属于EP.106",
   "direction": "in",
   "id": "story:106-dg-mathimpact",
   "name": "AI 对数学界的冲击：题被一晚覆盖，规则和人心在一周里分了岔",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Haiku 5.5 的“斩杀线”：线早在 9 月就换了人，Haiku 只添了一个点属于EP.106",
   "direction": "in",
   "id": "story:106-dg-haiku",
   "name": "Haiku 5.5 的“斩杀线”：线早在 9 月就换了人，Haiku 只添了一个点",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Anthropic 的第二家驻场评估方，OpenAI 和 Google 的具名评估方：10 月 9 号前都不会出现属于EP.106",
   "direction": "in",
   "id": "item:106-recap-1",
   "name": "Anthropic 的第二家驻场评估方，OpenAI 和 Google 的具名评估方：10 月 9 号前都不会出现",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "10 月 9 号前，OpenAI 不会为 GPT-6.1 Astra公布具体发布日期属于EP.106",
   "direction": "in",
   "id": "item:106-recap-2",
   "name": "10 月 9 号前，OpenAI 不会为 GPT-6.1 Astra（或明确接替它的型号）公布具体发布日期",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Dots、Muse、Manus Cue 三家：10 月 9 号前都不会公开收窄已发布产品的默认权限属于EP.106",
   "direction": "in",
   "id": "item:106-recap-3",
   "name": "Dots、Muse、Manus Cue 三家：10 月 9 号前都不会公开收窄已发布产品的默认权限",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Nebius 新价 10-01 如期生效；10 月 9 号前没有第二家 neocloud 公开上调按需价属于EP.106",
   "direction": "in",
   "id": "item:106-recap-4",
   "name": "Nebius 新价 10-01 如期生效；10 月 9 号前没有第二家 neocloud 公开上调按需价",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "10 月 9 号前，OpenAI 会让 Decisions API 全面开放，并公布价格属于EP.106",
   "direction": "in",
   "id": "item:106-recap-5",
   "name": "10 月 9 号前，OpenAI 会让 Decisions API 全面开放，并公布价格",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "西方两家同周官宣大模型的开放权重，权重都还没放：Reflection Beam 和 Mistral Large 4属于EP.106",
   "direction": "in",
   "id": "item:106-hl-open-weights",
   "name": "西方两家同周官宣大模型的开放权重，权重都还没放：Reflection Beam 和 Mistral Large 4",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "OpenAI Decisions API 对所有开发者公测，输入每百万 token 0.10 美元属于EP.106",
   "direction": "in",
   "id": "item:106-hl-decisions",
   "name": "OpenAI Decisions API 对所有开发者公测，输入每百万 token 0.10 美元",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "决策模型：Jev 的接口，这周被一圈人抄了一遍属于EP.106",
   "direction": "in",
   "id": "item:106-hl-jev-iface",
   "name": "决策模型：Jev 的接口，这周被一圈人抄了一遍",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "OpenAI 把 ChatGPT 聊天页换成 GPT-6，并上线 Intelligent UI：回答可以直接带图表、按钮、表单和能在对话里用的小工具属于EP.106",
   "direction": "in",
   "id": "item:106-hl-gpt6-iui",
   "name": "OpenAI 把 ChatGPT 聊天页换成 GPT-6，并上线 Intelligent UI：回答可以直接带图表、按钮、表单和能在对话里用的小工具",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Scale AI 把自家所有 RL 环境的底座 AgentEnv 开源：环境、数据、规则三块积木，同一个任务可以接 Claude Code、OpenAI 的 agent 或自研 agent属于EP.106",
   "direction": "in",
   "id": "item:106-hl-agentenv",
   "name": "Scale AI 把自家所有 RL 环境的底座 AgentEnv 开源：环境、数据、规则三块积木，同一个任务可以接 Claude Code、OpenAI 的 agent 或自研 agent",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "chatgpt.site 是 OpenAI 自家的网站托管：ChatGPT Sites 发布的网址形如“站名.用户名.chatgpt.site”属于EP.106",
   "direction": "in",
   "id": "item:106-ni-d5e67e",
   "name": "chatgpt.site 是 OpenAI 自家的网站托管：ChatGPT Sites 发布的网址形如“站名.用户名.chatgpt.site”",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "看演示先看披露了什么：Opus 5.5 发布周被转发最多的三个第三方演示，披露程度完全不同属于EP.106",
   "direction": "in",
   "id": "item:106-hl-demo",
   "name": "看演示先看披露了什么：Opus 5.5 发布周被转发最多的三个第三方演示，披露程度完全不同",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "LightVela 是腾讯轻量云团队做的云端 Agent 托管产品，接入微信、QQ、企业微信、钉钉、飞书；发布和收费日期本刊没核到一手属于EP.106",
   "direction": "in",
   "id": "item:106-ni-300fcb",
   "name": "LightVela 是腾讯轻量云团队做的云端 Agent 托管产品，接入微信、QQ、企业微信、钉钉、飞书；发布和收费日期本刊没核到一手",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "开源科研智能体 OpenScience 自称“第一”，10-01 自己更新说评分“并非严格可比”，要重跑属于EP.106",
   "direction": "in",
   "id": "item:106-ni-8ab5c3",
   "name": "开源科研智能体 OpenScience 自称“第一”，10-01 自己更新说评分“并非严格可比”，要重跑",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "补两条个人 Agent 的官方说法：Meta 讲 Muse 的隔离虚拟机和审批代理，Manus 讲 Cue 里每个 Agent 的邮箱、手机号、钱包和电脑属于EP.106",
   "direction": "in",
   "id": "item:106-ni-0e62c8",
   "name": "补两条个人 Agent 的官方说法：Meta 讲 Muse 的隔离虚拟机和审批代理，Manus 讲 Cue 里每个 Agent 的邮箱、手机号、钱包和电脑",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Muse Charm：Meta 官方只写了两句话，规格都来自 Bloomberg；Muse 上线前的内部状态，Meta 自己的博客承认得比媒体更直白属于EP.106",
   "direction": "in",
   "id": "item:106-ni-7c22f9",
   "name": "Muse Charm：Meta 官方只写了两句话，规格都来自 Bloomberg；Muse 上线前的内部状态，Meta 自己的博客承认得比媒体更直白",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Cue 的几处官方细节：“新伙伴”不是收购方，钱包只说“预算内付款”，邮箱手机号钱包电脑在官网 FAQ 里变成了“可以有”属于EP.106",
   "direction": "in",
   "id": "item:106-ni-df2423",
   "name": "Cue 的几处官方细节：“新伙伴”不是收购方，钱包只说“预算内付款”，邮箱手机号钱包电脑在官网 FAQ 里变成了“可以有”",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Dots 的泄露和官宣对了一遍：名字和方向对，短信官方当天还写“即将”，3D 角色一条我们没能在官方页文字里核到属于EP.106",
   "direction": "in",
   "id": "item:106-ni-383dc8",
   "name": "Dots 的泄露和官宣对了一遍：名字和方向对，短信官方当天还写“即将”，3D 角色一条我们没能在官方页文字里核到",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "个人 Agent 的虚拟机配置：四家官方页都没写数字，网上流传的全是实测属于EP.106",
   "direction": "in",
   "id": "item:106-ni-610627",
   "name": "个人 Agent 的虚拟机配置：四家官方页都没写数字，网上流传的全是实测",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "个人 Agent 被网站拦在门外：沃尔玛是 Muse 的合作方，却因“验证你是人”的按钮把它踢了出去属于EP.106",
   "direction": "in",
   "id": "item:106-hl-agent-blocked",
   "name": "个人 Agent 被网站拦在门外：沃尔玛是 Muse 的合作方，却因“验证你是人”的按钮把它踢了出去",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "开源的 Photoshop 复刻 PhotoCraft 约 19.7k 星：自述 clean-room、早期 alpha，还不能替代专业日常使用；“Adobe 被炸”是一条推文的措辞属于EP.106",
   "direction": "in",
   "id": "item:106-hl-photocraft",
   "name": "开源的 Photoshop 复刻 PhotoCraft 约 19.7k 星：自述 clean-room、早期 alpha，还不能替代专业日常使用；“Adobe 被炸”是一条推文的措辞",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "微软开放预订 Surface Laptop Ultra：起价 2,599 美元，搭载 Nvidia RTX Spark，最多 128GB 统一内存，微软称能本地跑 1,200 亿参数以上的模型属于EP.106",
   "direction": "in",
   "id": "item:106-hl-surface",
   "name": "微软开放预订 Surface Laptop Ultra：起价 2,599 美元，搭载 Nvidia RTX Spark，最多 128GB 统一内存，微软称能本地跑 1,200 亿参数以上的模型",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Anthropic 官宣 Claude for Google Workspace 公测：侧边栏进 Docs、Sheets、Slides，默认每处改动都要你点头属于EP.106",
   "direction": "in",
   "id": "item:106-ni-bcfd5b",
   "name": "Anthropic 官宣 Claude for Google Workspace 公测：侧边栏进 Docs、Sheets、Slides，默认每处改动都要你点头",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Anthropic 发 Haiku 5.5 的同一天，价格表和订阅还动了三处：Sonnet 5.5 缓存读价减半、Max/Team 每月送 API 额度、Haiku 首次带网络安全护栏属于EP.106",
   "direction": "in",
   "id": "item:106-ni-d91a35",
   "name": "Anthropic 发 Haiku 5.5 的同一天，价格表和订阅还动了三处：Sonnet 5.5 缓存读价减半、Max/Team 每月送 API 额度、Haiku 首次带网络安全护栏",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "ChatGPT 的广告出了新形式：先在 Free 和 Go 用户的图片生成里测，带标注、与图片分开；Radisson 的案例是配套的属于EP.106",
   "direction": "in",
   "id": "item:106-ni-0007f8",
   "name": "ChatGPT 的广告出了新形式：先在 Free 和 Go 用户的图片生成里测，带标注、与图片分开；Radisson 的案例是配套的",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "OpenAI 首次公布 ChatGPT for Teens 的使用数据：平均每天不到 15 分钟；同日 Common Sense Media 把它评为“不可接受风险”属于EP.106",
   "direction": "in",
   "id": "item:106-ni-23df23",
   "name": "OpenAI 首次公布 ChatGPT for Teens 的使用数据：平均每天不到 15 分钟；同日 Common Sense Media 把它评为“不可接受风险”",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "DeepSeek Harness：开源的 Agent 框架，GitHub 约 24.6 万星，10-03 出 v0.2.1-alpha.1，新增试验性的 Claude Code Mods 兼容层属于EP.106",
   "direction": "in",
   "id": "item:106-ni-860325",
   "name": "DeepSeek Harness：开源的 Agent 框架，GitHub 约 24.6 万星，10-03 出 v0.2.1-alpha.1，新增试验性的 Claude Code Mods 兼容层",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "谷歌推出实验性游戏创作平台 Playground；Unity 的 Spark 只是“即将”接入，不是联合上线属于EP.106",
   "direction": "in",
   "id": "item:106-hl-playground",
   "name": "谷歌推出实验性游戏创作平台 Playground；Unity 的 Spark 只是“即将”接入，不是联合上线",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "阶跃星辰旗下阶跃终端官宣首款“大模型原生智能体手机”STEPX Neo，10-13 19:00 发布属于EP.106",
   "direction": "in",
   "id": "item:106-ni-d4bc63",
   "name": "阶跃星辰旗下阶跃终端官宣首款“大模型原生智能体手机”STEPX Neo，10-13 19:00 发布",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Agent 工具注册表 Monid：10-06 称融资 770 万美元，首页现在写 2,400 多个工具、87 家以上供应商，按次付费、不用逐家注册属于EP.106",
   "direction": "in",
   "id": "item:106-hl-monid",
   "name": "Agent 工具注册表 Monid：10-06 称融资 770 万美元，首页现在写 2,400 多个工具、87 家以上供应商，按次付费、不用逐家注册",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "OpenAI 要在欧盟的 ChatGPT 和 Codex 文本输出里加隐形水印，现在还没上线属于EP.106",
   "direction": "in",
   "id": "item:106-hl-watermark",
   "name": "OpenAI 要在欧盟的 ChatGPT 和 Codex 文本输出里加隐形水印，现在还没上线",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "谷歌把 SynthID 检测站向所有人开放，覆盖谷歌、OpenAI、NVIDIA、Kakao 的水印属于EP.106",
   "direction": "in",
   "id": "item:106-hl-synthid",
   "name": "谷歌把 SynthID 检测站向所有人开放，覆盖谷歌、OpenAI、NVIDIA、Kakao 的水印",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "挪威政府拟在部分公共场所临时禁用 AI 眼镜属于EP.106",
   "direction": "in",
   "id": "item:106-ni-0f810b",
   "name": "挪威政府拟在部分公共场所临时禁用 AI 眼镜",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "犹他州一家创业公司开始由 AI 开痤疮的初始处方属于EP.106",
   "direction": "in",
   "id": "item:106-hl-nolla",
   "name": "犹他州一家创业公司开始由 AI 开痤疮的初始处方",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "OpenAI 和 Ironclad 一起做法务任务的评测和训练：Astra 得分 55.0%，对照的 GPT-5.6 Sol 是 41.6%属于EP.106",
   "direction": "in",
   "id": "item:106-ni-8027db",
   "name": "OpenAI 和 Ironclad 一起做法务任务的评测和训练：Astra 得分 55.0%，对照的 GPT-5.6 Sol 是 41.6%",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "联邦法官：Flock 摄像头网络是“无差别大规模监控”属于EP.106",
   "direction": "in",
   "id": "item:106-ni-83594c",
   "name": "联邦法官：Flock 摄像头网络是“无差别大规模监控”",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "华尔街的招聘帖里，“agent orchestration”的提及次数涨了 17 倍多属于EP.106",
   "direction": "in",
   "id": "item:106-hl-orch",
   "name": "华尔街的招聘帖里，“agent orchestration”的提及次数涨了 17 倍多",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Anthropic 宣布 1 亿美元办 Claude Frontier Academy，目标到 2027 年底培训 1 万名前线部署工程师属于EP.106",
   "direction": "in",
   "id": "item:106-ni-ca3698",
   "name": "Anthropic 宣布 1 亿美元办 Claude Frontier Academy，目标到 2027 年底培训 1 万名前线部署工程师",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Meshy 官方宣布 ARR 突破 1 亿美元：不到两年从 100 万美元涨了 100 倍，自称首家达到这个里程碑的 AI 3D 公司属于EP.106",
   "direction": "in",
   "id": "item:106-ni-728e12",
   "name": "Meshy 官方宣布 ARR 突破 1 亿美元：不到两年从 100 万美元涨了 100 倍，自称首家达到这个里程碑的 AI 3D 公司",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "做硬件研发 Agent 的 Flow Engineering 官宣 5,000 万美元 B 轮、估值 7.5 亿美元：Valor 与 Atreides 联合领投，Sequoia 跟投属于EP.106",
   "direction": "in",
   "id": "item:106-ni-2619eb",
   "name": "做硬件研发 Agent 的 Flow Engineering 官宣 5,000 万美元 B 轮、估值 7.5 亿美元：Valor 与 Atreides 联合领投，Sequoia 跟投",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Manus 母公司蝴蝶效应 10-08 官宣完成超 5 亿美元新一轮融资，博裕和 IDG 领投，腾讯、红杉中国、真格跟投；估值没披露属于EP.106",
   "direction": "in",
   "id": "item:106-ni-9cb013",
   "name": "Manus 母公司蝴蝶效应 10-08 官宣完成超 5 亿美元新一轮融资，博裕和 IDG 领投，腾讯、红杉中国（HSG）、真格跟投；估值没披露",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "The Information 报道：微软和 Meta 在压缩员工内部使用 Anthropic 的开销，主因是成本和自研替代，不是安全限制属于EP.106",
   "direction": "in",
   "id": "item:106-ni-0de970",
   "name": "The Information 报道：微软和 Meta 在压缩员工内部使用 Anthropic 的开销，主因是成本和自研替代，不是安全限制",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Anthropic 扩大 Claude Startups 计划：成立不满五年或近两年拿过融资的公司，可得一年 Claude Team加 1,000 美元一次性 API 额度属于EP.106",
   "direction": "in",
   "id": "item:106-ni-354c53",
   "name": "Anthropic 扩大 Claude Startups 计划：成立不满五年或近两年拿过融资的公司，可得一年 Claude Team（最多 5 个 Premium 席位）加 1,000 美元一次性 API 额度",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "纽约时报：Anthropic 一年来请几十位宗教学者闭门讨论“Claude 有没有意识”；10-03 Altman 发帖说对把宗教力量赋予 AI“非常不舒服”属于EP.106",
   "direction": "in",
   "id": "item:106-ni-13252e",
   "name": "纽约时报：Anthropic 一年来请几十位宗教学者闭门讨论“Claude 有没有意识”；10-03 Altman 发帖说对把宗教力量赋予 AI“非常不舒服”",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "zartbot：反对千卡以上超节点，并说 DeepSeek 开源的昇腾 950 组件用的超节点只有 128 卡属于EP.106",
   "direction": "in",
   "id": "item:106-hl-supernode",
   "name": "zartbot：反对千卡以上超节点，并说 DeepSeek 开源的昇腾 950 组件用的超节点只有 128 卡",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "云算力商 Lambda 据 WSJ 报道在筹备 IPO 前最后一轮融资：最多 40 亿美元、投前估值 145 亿美元，积压订单 6 月到 9 月从 150 亿涨到 500 亿美元属于EP.106",
   "direction": "in",
   "id": "item:106-ni-b53bcb",
   "name": "云算力商 Lambda 据 WSJ 报道在筹备 IPO 前最后一轮融资：最多 40 亿美元、投前估值 145 亿美元，积压订单 6 月到 9 月从 150 亿涨到 500 亿美元",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "台积电 9 月营收 5,118.57 亿新台币，同比 +54.6%；Q3 合计约 1.494 万亿新台币，按官方月表算同比 +50.9%属于EP.106",
   "direction": "in",
   "id": "item:106-ni-1e137e",
   "name": "台积电 9 月营收 5,118.57 亿新台币，同比 +54.6%；Q3 合计约 1.494 万亿新台币，按官方月表算同比 +50.9%",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "GitHub 10-05 到 10-07 三天里有五起 critical 或 major 事故，10-07 一天内两次“广泛影响”，根因报告都还没发布属于EP.106",
   "direction": "in",
   "id": "item:106-ni-06f309",
   "name": "GitHub 10-05 到 10-07 三天里有五起 critical 或 major 事故，10-07 一天内两次“广泛影响”，根因报告都还没发布",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "FT 10-08 开了“中国数据中心”三部曲，第一篇标题《China races to build data centres in bid for AI supremacy》；导语说内蒙古乌兰察布已有 89 个数据中心建成或在建属于EP.106",
   "direction": "in",
   "id": "item:106-ni-ea83e5",
   "name": "FT 10-08 开了“中国数据中心”三部曲，第一篇标题《China races to build data centres in bid for AI supremacy》；导语说内蒙古乌兰察布已有 89 个数据中心建成或在建",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "New in llama.cpp：在本地跑决策模型↗属于EP.106",
   "direction": "in",
   "id": "item:106-ht-f01740",
   "name": "New in llama.cpp：在本地跑决策模型↗",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Claude Code in the cloud：云端会话上手指南↗属于EP.106",
   "direction": "in",
   "id": "item:106-ht-a4d282",
   "name": "Claude Code in the cloud：云端会话上手指南↗",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Decisions API 指南：把文本或图片丢给模型，直接拿回概率↗属于EP.106",
   "direction": "in",
   "id": "item:106-ht-1c3e76",
   "name": "Decisions API 指南：把文本或图片丢给模型，直接拿回概率↗",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "openai/math 在 10-07 的撤回之后，会不会再撤回或更正，或被外部指出实质性错误属于EP.106",
   "direction": "in",
   "id": "item:106-nw-72",
   "name": "openai/math 在 10-07 的撤回之后，会不会再撤回或更正，或被外部指出实质性错误",
   "status": "derived",
   "evidence": []
  },
  {
   "type": "part_of",
   "sentence": "Decisions API 会不会在一周内就正式 GA属于EP.106",
   "direction": "in",
   "id": "item:106-nw-73",
   "name": "Decisions API 会不会在一周内就正式 GA",
   "status": "derived",
   "evidence": []
  }
 ]
}