{"id":"hs-070123d9a37c3ed6","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6","title":"2026-05-07 MiMo 辩证声画断口复扫工程","kind":"source_record","reviewStatus":"structurally_screened_not_individually_reviewed","language":"zh-CN","category":"来源与校正记录","series":"OpenClaw","sourceVersionDate":"2026-05-17","publishedAt":"2026-09-08","modifiedAt":"2026-09-08T05:03:32+00:00","markdownUrl":"https://a.p4theater.top/research/hs-070123d9a37c3ed6.md","editionUrl":"https://a.p4theater.top/research/data/editions/hs-070123d9a37c3ed6-e7cc4f6c1f29097d8ae2.md","markdownSha256":"e7cc4f6c1f29097d8ae277a419d4febf1237ccff7377c5861fa57608fbeae921","markdownBytes":5811,"characters":3367,"sourceEvidenceTier":"T2_MIMO_AUDIOVISUAL_CANDIDATE","sourceStatus":"processed","evidenceBoundary":"P4 自有资料的历史来源卡或研究摘记。保留原始版本限制；来源卡中的摘要不能冒充完整原文，模型加工不能视作直接声画证据。未进行新的独立事实核验。","editionNote":"本文为研究档案公开版，保留来源版本的论述与限制。公开时间：2026-09-08；不表示已完成同行评审。 本文属于公开研究资料（历史笔记、研究稿或来源记录）：已完成格式、来源限制与重复项筛查，尚未完成逐篇独立事实复核；原文中的解释、候选判断和未确认内容均按其原有限制阅读。","imageUrls":[],"links":["https://a.p4theater.top/research/hs-d0714c688265314d"],"relationMethod":"literal links and image references in the public edition; no inferred semantic support","paragraphCount":57,"markdown":"# 2026-05-07 MiMo 辩证声画断口复扫工程\n\n本文为研究档案公开版，保留来源版本的论述与限制。公开时间：2026-09-08；不表示已完成同行评审。 本文属于公开研究资料（历史笔记、研究稿或来源记录）：已完成格式、来源限制与重复项筛查，尚未完成逐篇独立事实复核；原文中的解释、候选判断和未确认内容均按其原有限制阅读。\n\n来源版本日期：2026-05-17\n\n证据边界：P4 自有资料的历史来源卡或研究摘记。保留原始版本限制；来源卡中的摘要不能冒充完整原文，模型加工不能视作直接声画证据。未进行新的独立事实核验。\n\n## MiMo 分析报告\n\n```mermaid\nflowchart LR\n    VID[\"视频源\"] --> MIMO[\"MiMo 分析\"]\n    MIMO --> RPT[\"2026-05-07-MiMo辩证声画断口复扫工程\"]\n    MIMO --> EVD[\"证据\"]\n    style RPT fill:#7ee787,stroke:#7ee787,color:#000\n```\n\n\n# 2026-05-07 MiMo 辩证声画断口复扫工程\n\n本页记录 2026-05-07 这一轮 MiMo 视频理解复扫工程。目标不是全片粗扫，而是围绕《人类投降派》长上下文中的高价值断口做高密度声画审计。\n\n## 工程原则\n\n1. `V10 Owner` 人工确信字幕与说话人仍是 T0 底盘。\n2. MiMo 报告是 T2 声画候选证据，不覆盖人工确认。\n3. 每个片段都要求：事实先行、解释后置、支持与反证同时列出。\n4. 对亲密/敏感画面，使用 `formal-safe` 中性形式提示词，只分析构图、光、遮挡、声音、节奏。\n5. API key 只注入当前进程环境，不写入脚本、Wiki、ledger、日志或报告。\n\n## 工程位置\n\n- 生成脚本：`〔本地资料路径省略〕`\n- 源视频：`raw/assets/source-video-20260505/人类投降派 4g 版本.mov`\n- 运行根目录：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/`\n- 主 manifest：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/manifest-dialectical-av-rerun-20260507.json`\n- 修复 manifest A：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/manifest-dialectical-av-rerun-repair-004-20260507.json`\n- 修复 manifest B：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/manifest-dialectical-av-rerun-repair-004b-formal-safe-20260507.json`\n- 有效报告主目录：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/reports-validkey/`\n- 有效修复报告：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/reports-validkey-repair-004/`\n- 有效 formal-safe 修复：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/reports-validkey-repair-004b-formal-safe/`\n- 机器 ledger：`raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/dialectical-av-rerun-ledger-20260507.json`\n\n## 执行结果\n\n- 初始主批次：21 个断口。\n- 主批次有效：20 个。\n- `00:31:20-00:32:48` 眼睛长片段：网络瞬时失败，拆分修复。\n- 眼睛修复 A：`00:31:20-00:31:48` 成功。\n- 眼睛修复 B：第一次 deep-film 被 provider 拒绝；使用 formal-safe 中性形式提示词成功。\n- 最终有效报告：22 份。\n- 有效报告 token 合计：`2,814,557`。\n- 有效 prompt tokens：`2,730,624`。\n- 有效 completion tokens：`83,933`。\n\n## 断口清单\n\n| slug | 时间 | 主题 | 报告状态 |\n| --- | --- | --- | --- |\n| dialectic-001-first-judgement-0440-0512 | 00:04:40-00:05:12 | 第一次判定 | 有效 |\n| dialectic-002-failure-feeling-0855-0920 | 00:08:55-00:09:20 | 失败感觉 | 有效 |\n| dialectic-003-touch-perception-3035-3110 | 00:30:35-00:31:10 | 触觉/感知实验 | 有效 |\n| dialectic-004a-eye-self-3120-3148 | 00:31:20-00:31:48 | 眼睛/镜子/看不到自己 A | 有效 |\n| dialectic-004b-eye-self-3155-3248-formal-safe | 00:31:55-00:32:48 | 眼睛/感知失灵 B | 有效 formal-safe |\n| dialectic-005-fishbowl-first-3630-3652 | 00:36:30-00:36:52 | 鱼缸第一次显形 | 有效 |\n| dialectic-006-water-struggle-3905-3940 | 00:39:05-00:39:40 | Ricky 水/挣扎叙述 | 有效 |\n| dialectic-007-pure-feeling-machine-4155-4222 | 00:41:55-00:42:22 | [纯感觉机器](/research/hs-d0714c688265314d) | 有效 |\n| dialectic-008-proof-happened-4405-4422 | 00:44:05-00:44:22 | 证明发生过 | 有效 |\n| dialectic-009-mother-water-kill-5515-5535 | 00:55:15-00:55:35 | 母亲/事故指控 | 有效 |\n| dialectic-010-inside-kill-fish-5650-5725 | 00:56:50-00:57:25 | 里面/游泳/杀鱼/放水 | 有效 |\n| dialectic-011-can-see-me-light-5950-6012 | 00:59:50-01:00:12 | 摘眼镜/看见/散光 | 有效 |\n| dialectic-012-eye-sucked-inside-8925-9005 | 01:29:25-01:30:05 | 被眼睛吸进去 | 有效 |\n| dialectic-013-first-all-kill-10745-10810 | 01:47:45-01:48:10 | 第一次强烈威胁台词 | 有效 |\n| dialectic-014-happy-before-performance-11905-11928 | 01:59:05-01:59:28 | 快乐起来 | 有效 |\n| dialectic-015-public-failure-water-12018-12038 | 02:00:18-02:00:38 | 公演启动/演得差/喝水 | 有效 |\n| dialectic-016-public-kill-chain-12825-12925 | 02:08:25-02:09:25 | 公演强烈威胁链 | 有效 |\n| dialectic-017-continue-hefa-public-13210-13328 | 02:12:10-02:13:28 | 继续/何发/观众 | 有效 |\n| dialectic-018a-next-scene-13630-13700 | 02:16:30-02:17:00 | 下一幕 | 有效 |\n| dialectic-018b-skip-puppet-13908-13950 | 02:19:08-02:19:50 | 跳过/偶剧 | 有效 |\n| dialectic-019-ending-refusal-14542-14635 | 02:25:42-02:26:35 | 继续呀/不想说 | 有效 |\n| dialectic-020-late-continue-feeling-15020-15045 | 02:30:20-02:30:45 | 尾声继续说/归档 | 有效 |\n\n## 工程结论\n\n这一轮真正有价值的不是“MiMo 又说了一遍旧结论”，而是它把很多旧结论拆成了可审计的声画证据和反证。尤其重要的是：`water/fish/inside` 不是全都可以粗暴确证，`证明发生过` 也不是简单变成电影证明论；有些断口恰恰是在削弱我们过度解释的冲动。","paragraphs":[{"id":"hs-070123d9a37c3ed6#p-47cc4ac4a33a8aee-1","anchor":"p-47cc4ac4a33a8aee-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-47cc4ac4a33a8aee-1","kind":"h2","headingPath":["MiMo 分析报告"],"text":"MiMo 分析报告","textSha256":"14e6e9790813cf4261306b8b4de8da6eaa9e2e093da91a790395f246f872340f","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-237256901041b081-1","anchor":"p-237256901041b081-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-237256901041b081-1","kind":"pre","headingPath":["MiMo 分析报告"],"text":"flowchart LR\n    VID[\"视频源\"] --> MIMO[\"MiMo 分析\"]\n    MIMO --> RPT[\"2026-05-07-MiMo辩证声画断口复扫工程\"]\n    MIMO --> EVD[\"证据\"]\n    style RPT fill:#7ee787,stroke:#7ee787,color:#000","textSha256":"8252c327dbabfb3a9091459f579230d596529f4776c5ccaf414721afdcc29015","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-02e9c76f482c068b-1","anchor":"p-02e9c76f482c068b-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-02e9c76f482c068b-1","kind":"h2","headingPath":["2026-05-07 MiMo 辩证声画断口复扫工程"],"text":"2026-05-07 MiMo 辩证声画断口复扫工程","textSha256":"7abb5805dd7e9c5890c82829042c995bf6fa8a7384cfc9954a842eecae8dc01e","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-efe05fd7c70d6fbd-1","anchor":"p-efe05fd7c70d6fbd-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-efe05fd7c70d6fbd-1","kind":"p","headingPath":["2026-05-07 MiMo 辩证声画断口复扫工程"],"text":"本页记录 2026-05-07 这一轮 MiMo 视频理解复扫工程。目标不是全片粗扫，而是围绕《人类投降派》长上下文中的高价值断口做高密度声画审计。","textSha256":"b5f06f8745fda1230e2e845518127bffb2724b9e334cb40a8fcbe8b3d63affc5","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-2510e345ebb80a3e-1","anchor":"p-2510e345ebb80a3e-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-2510e345ebb80a3e-1","kind":"h2","headingPath":["工程原则"],"text":"工程原则","textSha256":"1c483adaad0b305d1c16a6c1acdaa3b11c18c2a0c03680a310c1e3993a035fc6","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-9740f49e9ff9250f-1","anchor":"p-9740f49e9ff9250f-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-9740f49e9ff9250f-1","kind":"li","headingPath":["工程原则"],"text":"V10 Owner 人工确信字幕与说话人仍是 T0 底盘。","textSha256":"80b9977c70628e28e6cef2692eb574bf03f8bb3732aed53fc057c9c39d25f19c","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-06cae8076d34679f-1","anchor":"p-06cae8076d34679f-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-06cae8076d34679f-1","kind":"li","headingPath":["工程原则"],"text":"MiMo 报告是 T2 声画候选证据，不覆盖人工确认。","textSha256":"7121c14b2db26755003fb9415230cca4d756a3ca110edde9063d3b3984077f60","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-ad0f03858859c1e4-1","anchor":"p-ad0f03858859c1e4-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-ad0f03858859c1e4-1","kind":"li","headingPath":["工程原则"],"text":"每个片段都要求：事实先行、解释后置、支持与反证同时列出。","textSha256":"33e1e00599c149642175113342c9d23d6df45c346b5be12861f2b6ba847f2fc9","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-585731f164fa110c-1","anchor":"p-585731f164fa110c-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-585731f164fa110c-1","kind":"li","headingPath":["工程原则"],"text":"对亲密/敏感画面，使用 formal-safe 中性形式提示词，只分析构图、光、遮挡、声音、节奏。","textSha256":"83e9dd34481cffa0b6813b698518d318dd393a7185b2a865b4ca86b3e3ae4b17","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-8f83aa302dbdfab5-1","anchor":"p-8f83aa302dbdfab5-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-8f83aa302dbdfab5-1","kind":"li","headingPath":["工程原则"],"text":"API key 只注入当前进程环境，不写入脚本、Wiki、ledger、日志或报告。","textSha256":"f3b51551d5150e404881b41c053664bf6ae771375456ad4c7757ae76cbd02e3e","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-af939bae8a3b3904-1","anchor":"p-af939bae8a3b3904-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-af939bae8a3b3904-1","kind":"h2","headingPath":["工程位置"],"text":"工程位置","textSha256":"6c2678645b9c09ca6caa8be742681da0a7d7e5809d640859dcc63fe705981fdc","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-632d420f5b08b121-1","anchor":"p-632d420f5b08b121-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-632d420f5b08b121-1","kind":"li","headingPath":["工程位置"],"text":"生成脚本： 〔本地资料路径省略〕","textSha256":"1a41082783bb352e3ce64207ff5690430021232aff695fba4a8d837a5dbd4dbe","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-c2f5933b40ff90bb-1","anchor":"p-c2f5933b40ff90bb-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-c2f5933b40ff90bb-1","kind":"li","headingPath":["工程位置"],"text":"源视频： raw/assets/source-video-20260505/人类投降派 4g 版本.mov","textSha256":"59835dab883d1e15255e2f0ba5876b90e687b23dbfb84baab58370f14500ceb9","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-b9b4af5e0a7cbc6b-1","anchor":"p-b9b4af5e0a7cbc6b-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-b9b4af5e0a7cbc6b-1","kind":"li","headingPath":["工程位置"],"text":"运行根目录： raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/","textSha256":"9aca26bd54bdef49b97f50472979dbc04491df4066e9467dee71ae3ca6a29f7e","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-4c9e799c98a81fe0-1","anchor":"p-4c9e799c98a81fe0-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-4c9e799c98a81fe0-1","kind":"li","headingPath":["工程位置"],"text":"主 manifest： raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/manifest-dialectical-av-rerun-20260507.json","textSha256":"4f3dd004f333bcef50c303fc29de62d901b202371cb0ee20932ab6df95821f14","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-5924bdda2e477aa3-1","anchor":"p-5924bdda2e477aa3-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-5924bdda2e477aa3-1","kind":"li","headingPath":["工程位置"],"text":"修复 manifest A： raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/manifest-dialectical-av-rerun-repair-004-20260507.json","textSha256":"fe83ba043db4d9eb29fa85f6fb0fddb3f50764772afbf0e20171d89ca30fbf79","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-a591dc3897315fdd-1","anchor":"p-a591dc3897315fdd-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-a591dc3897315fdd-1","kind":"li","headingPath":["工程位置"],"text":"修复 manifest B： raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/manifest-dialectical-av-rerun-repair-004b-formal-safe-20260507.json","textSha256":"20e200916c7c75cb41d7f674c9a608320f1c37db9332a26aca9f62479365ab58","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-f1c264d92c88ba64-1","anchor":"p-f1c264d92c88ba64-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-f1c264d92c88ba64-1","kind":"li","headingPath":["工程位置"],"text":"有效报告主目录： raw/processed/hs4g-mimo-dialectical-av-rerun-20260507/reports-validkey/","textSha256":"320150e15d7f6f337e2303aa4d6b3b6849b917baabefaa861846cb38f4b06b4f","links":[],"images":[]},{"id":"hs-070123d9a37c3ed6#p-b247bea340cb74b0-1","anchor":"p-b247bea340cb74b0-1","url":"https://a.p4theater.top/research/hs-070123d9a37c3ed6#p-b247bea340cb74b0-1","kind":"li","headingPath":["工程位置"],"text":"有效修复报告： 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