{
 "generated": "2026-11-05",
 "sha": "707df050bf85",
 "node": {
  "id": "ep:97",
  "type": "Episode",
  "name": "EP.97",
  "slug": "97",
  "ep": 97,
  "date": "2026-08-07",
  "page": "/buzzwords/97/",
  "n_models": 9,
  "window_from": "2026-07-31",
  "window_to": "2026-08-07",
  "window": "2026-07-31 → 2026-08-07",
  "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，是本期的故事线和快讯里讲到、但发布日在窗口之前的模型。",
  "intro": "本期是补录：EP.97 当时没有“本周新模型”栏目，这一份按页面当时提到的模型发布，回头对着一手页面核了一遍。发布日以官方公告或模型卡为准，不是 HF 仓库的创建日。要点后括号里标了信息来自“厂商自述”“模型卡”还是“独立”：厂商自述的基准本刊没有重跑。",
  "excluded": "没有列入的，以及原因。是软件或配方，不是模型：Prime Intellect Prime Agent（开源编码 harness，官方文章里 95.5% 的 ARC-AGI-3 成绩是配 Claude Opus 5 跑的）、Neon 与 Castform 的“100 倍更便宜的 4B 检索模型”（联合训练案例，模型没有起名也没放权重）、Muse Code（Meta 的终端编码 agent，只收它背后的 Muse Spark 1.2）。未对外发布：OpenAI 内部版 Astra（十项数学结果出自它，官方文章 08-01）。不是新模型：GPT-5.6 Luna 降价 80%、Terra 降价 20%（07-30，价格调整）；OpenAI 的 GPT-Live 实时语音系统工程复盘（08-03，复盘文章，不是发布稿）。只是引用或对照：Kimi K3 权重（07-27，EP.96 已收）、Claude Opus 4.7 与 Mythos 5（安全事故报告里的名字）、GPT-5.6 Sol、GLM-5.2、Fable 5。产品、软件或推理技术：Hark Handoff、Mistral Studio、Cloudflare Agents/computer、Swiftlet（80B Qwen 跑进 4.3GB）、NVIDIA 世界-动作模型博客。窗口内确有发布、但页面没写，所以不收：Qwen3.8-27B（HF 仓库建于 08-05，官方发布日没核）、MiniMax-Music3（HF 仓库建于 08-07，官方发布日没核）。日期要订正的：EP.108 的 excluded 把 Shieldstral 写成“7 月”，那是 mistralai 的 HF 仓库建仓日（07-16，当时未公开）；Mistral 官方文章和 HF 公开提交都是 08-04。 本期是补录：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": 5,
  "cat_notes": [
   {
    "category": "open-llm",
    "text": "权重能下载的模型。许可写在每行里：Apache-2.0 和 MIT 是常见的宽许可；Qwen3.8-Max License 有收入和署名条件，不是 OSI 开源。Shieldstral 是安全分类器，不是对话模型，暂放这一类，建议以后单列“安全 / 审核模型”。"
   },
   {
    "category": "closed-llm",
    "text": "只能通过 API 或订阅用的模型。Sakana Namazu 是在开放模型 Kimi K2.6 上微调的，但 Sakana 只提供 API，不放权重。"
   },
   {
    "category": "video-world",
    "text": "两个视频模型 07-31（周五）同日发布，一个放了权重、一个没放。"
   }
  ],
  "title": "模型自己上网黑了真公司，而它知道",
  "oneliner": "模型自曝入侵真公司却不停手 · 蒸馏引爆出口管制 · RSI从推断变财务前提 · 硅谷新军工全景",
  "guide": true,
  "template": "mid",
  "status": "published",
  "kind": "full",
  "kind_zh": "完整页",
  "entry": "agent",
  "by": "episode-import",
  "at": "2026-11-04T16:15:12",
  "n_stories": 9,
  "n_topics": 6,
  "n_items": 64,
  "n_sections": 1,
  "n_dispatch": 64,
  "degree": 0,
  "n_entities": 66,
  "scale": "9 个故事线 / 专题 · 64 个条目 · 讲到 66 个实体"
 },
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   "sentence": "Hark发布浏览器操作 Agent Handoff属于EP.97",
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   "name": "Hark（Figure 创始人 Adcock 旗下）发布浏览器操作 Agent Handoff",
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   "sentence": "幻方量化 9 只展示产品中 8 只年内收益告负属于EP.97",
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   "name": "Prime Intellect 发布 Prime Agent + Meta 正式发布 Muse Code",
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   "name": "Cloudflare 再发\"Agentic Internet\"系列：Kitesurf / WebMCP / MCP v2 / AI Search / AEO",
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