{"id":"hs-8394606778868036","url":"https://a.p4theater.top/research/hs-8394606778868036","title":"MiMo-4K无字幕第1051努力报账加强标准API声画复核-2026-06-24","kind":"model_observation","reviewStatus":"structurally_screened_not_individually_reviewed","language":"zh-CN","category":"模型观察候选","series":"模型观察候选","sourceVersionDate":"2026-06-24","publishedAt":"2026-09-08","modifiedAt":"2026-09-07T18:27:17+00:00","markdownUrl":"https://a.p4theater.top/research/hs-8394606778868036.md","editionUrl":"https://a.p4theater.top/research/data/editions/hs-8394606778868036-93701416798eeb71acfe.md","markdownSha256":"93701416798eeb71acfe08b016b96e2532ad0f281cfdda48d2aa261677b370d0","markdownBytes":4643,"characters":1994,"sourceEvidenceTier":"T2_MODEL_OBSERVATION","sourceStatus":"active","evidenceBoundary":"MiMo T2 来源页。仅保留可观察声画候选；T0 台词、说话人和时间码以 owner-confirmed ledger 为准，T1 本地音频/帧指标优先。标准 deep-film 视频首跑被 provider high-risk 拒绝，只保留为失败记录；formal-safe 视频复跑可作低强度 T2。不得用 MiMo 改判性别、身份、心理、工具用途、关系真相或声源归属。","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-4ae3711fb8513984"],"relationMethod":"literal links and image references in the public edition; no inferred semantic support","paragraphCount":31,"markdown":"# MiMo-4K无字幕第1051努力报账加强标准API声画复核-2026-06-24\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：2026-06-24\n\n证据边界：MiMo T2 来源页。仅保留可观察声画候选；T0 台词、说话人和时间码以 owner-confirmed ledger 为准，T1 本地音频/帧指标优先。标准 deep-film 视频首跑被 provider high-risk 拒绝，只保留为失败记录；formal-safe 视频复跑可作低强度 T2。不得用 MiMo 改判性别、身份、心理、工具用途、关系真相或声源归属。\n\n# MiMo-4K无字幕第1051努力报账加强标准API声画复核-2026-06-24\n\n## 运行概况\n\n本轮使用 MiMo standard API 家族，未在页面或脚本中保存密钥。\n\n音频报告成功：\n\n```text\nreport=raw/assets/.../1051-effort-accounting-intensification-nooffset/mimo/audio-1051-effort-intensification-standard-api/audio-1051-effort-intensification-standard-api/mimo-audio-report.md\nmodel=mimo-v2.5\ntimecode=01:36:12.566-01:36:29.266\nusage.total_tokens=2116\nbad_output_reasons=[]\n```\n\n视频 deep-film 首跑被拒：\n\n```text\nreport=raw/assets/.../mimo/video-1051-effort-intensification-standard-api/video-1051-effort-intensification-standard-api/mimo-report.md\nbad_output_reasons=[\"too_short:60<1200\",\"provider_rejection_or_high_risk\"]\nusage={}\n```\n\n视频 formal-safe 复跑成功：\n\n```text\nreport=raw/assets/.../mimo/video-1051-effort-intensification-formal-safe/video-1051-effort-intensification-formal-safe/mimo-report.md\nmodel=mimo-v2.5\nfps=2\nmedia_resolution=default\nusage.total_tokens=7276\nbad_output_reasons=[]\n```\n\n成功报告合计 tokens：`9392`。\n\n## 可保留的 T2 观察\n\n音频报告可保留：\n\n- #1051 相比 #1050 更急促、更直接，声学上确实延续并加强 #1050 的 `尽力` 语义。\n- #1050 到 #1051、#1051 到 #1052 均不能确认音乐、乐器、配器、和声、节拍、无线电、设备提示或立体声空间打开。\n- #1051 不是简单重复 #1050，而是把 #1050 的语义向更强的强调推进。\n\nformal-safe 视频报告可保留：\n\n- 画面仍在近距离、暖调、半透明膜面、蓝色眼状标记、手部材料操作和身体表面之间连续。\n- #1051 附近镜头从面部/上身标记滑向侧面手部材料操作，未显示新空间或硬切换场。\n- 蓝色眼状标记是画面中最突出的高饱和度色彩，背景膜面和光线维持朦胧空间边界。\n- #1052/#1053 的 `拍电影 / 感受到 / 体验到` 仍在同一材料操作现场中继续。\n\n## 必须降级或修正的 T2 判断\n\n1. **说话人性别/身份降级。** MiMo 把声线性别说反，且人物身份只能以 T0 人工账为准：#1049/#1052/#1053 为子丑，#1050/#1051 为阿蒙。\n\n2. **#1051 内部峰值位置降级。** MiMo 音频称 `很努力` 是全句峰值，但 T1 的 100ms 曲线显示 #1051 有多个强声簇，最高 20ms/50ms/100ms 短窗落在 `5779.855-5779.955` 一带；粗分段更支持句首/前段强推和后段 `这样做` 再抬起，不能把峰值直接钉在某个词。\n\n3. **心理和状态词降级。** `疲惫、倦怠、强调意图、专注-倦怠反差` 等只能作为 MiMo 语言，不升为证据。\n\n4. **工具身份和用途降级。** 可以写白色管状/笔状材料、蓝色物质、绘制/涂画候选；不能确认颜料、道具制作、特效造型、治疗、伤害、仪式或装饰目的。\n\n5. **关系和制作流程降级。** MiMo 对“拍摄筹备”“工作流”的说法只能作为候选；T1 只能确认同一身体材料现场与 `拍电影` 语义回接。\n\n6. **视频首跑拒绝保留为方法边界。** deep-film 被拒不能作为内容证据；只说明该片段需要 formal-safe 中性形式复跑。\n\n## 汇总判断\n\nMiMo T2 和 T1 底盘共同支持的保守结论是：#1051 不是 #1050 的简单重复，而是把 #1050 `我已经很尽力了` 推进为 `我正在很努力这样做`。但更细的声学形状、峰值位置和画面-台词关系必须以 T1 本地复核为准。\n\n```text\n#1050 已经尽力\n-> #1051 正在很努力这样做\n-> #1052/#1053 拍电影经验回接\n```\n\n合并时必须以 [2026-06-24-4K无字幕母文件开场96分19秒到96分29秒第1051努力报账加强到1053拍电影经验回接复核](/research/hs-4ae3711fb8513984) 为 T1 底盘。\n","paragraphs":[{"id":"hs-8394606778868036#p-3d60bf2a5aadd971-1","anchor":"p-3d60bf2a5aadd971-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-3d60bf2a5aadd971-1","kind":"h2","headingPath":["MiMo-4K无字幕第1051努力报账加强标准API声画复核-2026-06-24"],"text":"MiMo-4K无字幕第1051努力报账加强标准API声画复核-2026-06-24","textSha256":"107ff8731b7bbfa1b46c923fddd64496c746a4060658d27c170eaa04f3fd7ffb","links":[],"images":[]},{"id":"hs-8394606778868036#p-acec20a639f77f95-1","anchor":"p-acec20a639f77f95-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-acec20a639f77f95-1","kind":"h2","headingPath":["运行概况"],"text":"运行概况","textSha256":"7b9f9de918f089ae0d027ea1e97128be8b3997c9427855059b0f7c0cbe9c6235","links":[],"images":[]},{"id":"hs-8394606778868036#p-8004c206d50d574d-1","anchor":"p-8004c206d50d574d-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-8004c206d50d574d-1","kind":"p","headingPath":["运行概况"],"text":"本轮使用 MiMo standard API 家族，未在页面或脚本中保存密钥。","textSha256":"512778456d0cbc45e46b6bd3998ff59eccc8cb304013fd92b047910beb3bab13","links":[],"images":[]},{"id":"hs-8394606778868036#p-87af0a6f84746051-1","anchor":"p-87af0a6f84746051-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-87af0a6f84746051-1","kind":"p","headingPath":["运行概况"],"text":"音频报告成功：","textSha256":"508fd910d140eb4048fe920d0918dc6d172b7f770caf2730b98c51c6dcb7e3f1","links":[],"images":[]},{"id":"hs-8394606778868036#p-e51420195788012e-1","anchor":"p-e51420195788012e-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-e51420195788012e-1","kind":"pre","headingPath":["运行概况"],"text":"report=raw/assets/.../1051-effort-accounting-intensification-nooffset/mimo/audio-1051-effort-intensification-standard-api/audio-1051-effort-intensification-standard-api/mimo-audio-report.md\nmodel=mimo-v2.5\ntimecode=01:36:12.566-01:36:29.266\nusage.total_tokens=2116\nbad_output_reasons=[]","textSha256":"2b977269e5f47e9a60e768cfc4892b99c8d0766c438b1f3b91b4b1cbc82aed60","links":[],"images":[]},{"id":"hs-8394606778868036#p-5ac5cc7c6011cbbf-1","anchor":"p-5ac5cc7c6011cbbf-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-5ac5cc7c6011cbbf-1","kind":"p","headingPath":["运行概况"],"text":"视频 deep-film 首跑被拒：","textSha256":"c1539c631c1115342b4a4494c2ebb28d07cc2af2f2f93ec6741c28f99a0d9742","links":[],"images":[]},{"id":"hs-8394606778868036#p-b8d882efdf26581a-1","anchor":"p-b8d882efdf26581a-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-b8d882efdf26581a-1","kind":"pre","headingPath":["运行概况"],"text":"report=raw/assets/.../mimo/video-1051-effort-intensification-standard-api/video-1051-effort-intensification-standard-api/mimo-report.md\nbad_output_reasons=[\"too_short:60<1200\",\"provider_rejection_or_high_risk\"]\nusage={}","textSha256":"81d4cf028299de137e6ded50ef66e1e58f4c320e87cc0aa250049ee6345fa0be","links":[],"images":[]},{"id":"hs-8394606778868036#p-a15c32a0ca51a393-1","anchor":"p-a15c32a0ca51a393-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-a15c32a0ca51a393-1","kind":"p","headingPath":["运行概况"],"text":"视频 formal-safe 复跑成功：","textSha256":"8509e1283d120ae8fae6e8e9b366ba72f1c0dcb2147bc4c8a47e0f7e61d9b9ee","links":[],"images":[]},{"id":"hs-8394606778868036#p-576636474a8c2598-1","anchor":"p-576636474a8c2598-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-576636474a8c2598-1","kind":"pre","headingPath":["运行概况"],"text":"report=raw/assets/.../mimo/video-1051-effort-intensification-formal-safe/video-1051-effort-intensification-formal-safe/mimo-report.md\nmodel=mimo-v2.5\nfps=2\nmedia_resolution=default\nusage.total_tokens=7276\nbad_output_reasons=[]","textSha256":"5b4b53c843877902ffbf27c68f4f83716283feedd87780331dfe549fb7e09f1f","links":[],"images":[]},{"id":"hs-8394606778868036#p-dbb8a6b5341a7b94-1","anchor":"p-dbb8a6b5341a7b94-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-dbb8a6b5341a7b94-1","kind":"p","headingPath":["运行概况"],"text":"成功报告合计 tokens： 9392 。","textSha256":"423d8cda2ddcdf2a0178bb9116c4860a976366dc83fc648d5c31ae08d81a8cbb","links":[],"images":[]},{"id":"hs-8394606778868036#p-bcbce4b01088e889-1","anchor":"p-bcbce4b01088e889-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-bcbce4b01088e889-1","kind":"h2","headingPath":["可保留的 T2 观察"],"text":"可保留的 T2 观察","textSha256":"69b5c9515c7b3fa101ee98827a1801da688a7add680074d35df69d972d40116a","links":[],"images":[]},{"id":"hs-8394606778868036#p-4990465411791f1b-1","anchor":"p-4990465411791f1b-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-4990465411791f1b-1","kind":"p","headingPath":["可保留的 T2 观察"],"text":"音频报告可保留：","textSha256":"8cb370f019a3a00de2696e1baf564f741dbace19c298fa07312cbcae24c0404c","links":[],"images":[]},{"id":"hs-8394606778868036#p-343ee0f8a9b2252a-1","anchor":"p-343ee0f8a9b2252a-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-343ee0f8a9b2252a-1","kind":"li","headingPath":["可保留的 T2 观察"],"text":"1051 相比 #1050 更急促、更直接，声学上确实延续并加强 #1050 的 尽力 语义。","textSha256":"7219afea13be624ad5c22162ac0d69f59c5dbcb3b8c1f0297c5fb2544d50bf3c","links":[],"images":[]},{"id":"hs-8394606778868036#p-36195f0a27eff7ed-1","anchor":"p-36195f0a27eff7ed-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-36195f0a27eff7ed-1","kind":"li","headingPath":["可保留的 T2 观察"],"text":"1050 到 #1051、#1051 到 #1052 均不能确认音乐、乐器、配器、和声、节拍、无线电、设备提示或立体声空间打开。","textSha256":"ee9db405ef16bf1882781e03975d7a850d74e7c79e1732a0adcf72dd680a93c0","links":[],"images":[]},{"id":"hs-8394606778868036#p-8492429fff04e13a-1","anchor":"p-8492429fff04e13a-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-8492429fff04e13a-1","kind":"li","headingPath":["可保留的 T2 观察"],"text":"1051 不是简单重复 #1050，而是把 #1050 的语义向更强的强调推进。","textSha256":"f0bc88eea39678ccde0750667605b7656c0abbe74a39487477c03d8ff9611fe8","links":[],"images":[]},{"id":"hs-8394606778868036#p-8905e6a5593e8974-1","anchor":"p-8905e6a5593e8974-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-8905e6a5593e8974-1","kind":"p","headingPath":["可保留的 T2 观察"],"text":"formal-safe 视频报告可保留：","textSha256":"1a678f937b01adc9696a660bea7827db32deaf6531e7b8f448ec0a27a9759186","links":[],"images":[]},{"id":"hs-8394606778868036#p-1fbb4f2efd7018be-1","anchor":"p-1fbb4f2efd7018be-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-1fbb4f2efd7018be-1","kind":"li","headingPath":["可保留的 T2 观察"],"text":"画面仍在近距离、暖调、半透明膜面、蓝色眼状标记、手部材料操作和身体表面之间连续。","textSha256":"ad9ab7d9351572d911a3f4c15f4da8670ce5c6f2c18b13f6cef6dcf2acba16ea","links":[],"images":[]},{"id":"hs-8394606778868036#p-67526eb2718e8585-1","anchor":"p-67526eb2718e8585-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-67526eb2718e8585-1","kind":"li","headingPath":["可保留的 T2 观察"],"text":"1051 附近镜头从面部/上身标记滑向侧面手部材料操作，未显示新空间或硬切换场。","textSha256":"184417d60162139bbbe03843655bd7d3fd5a83283afb353335d4cb0756aa8ba4","links":[],"images":[]},{"id":"hs-8394606778868036#p-d646ba95e940fb67-1","anchor":"p-d646ba95e940fb67-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-d646ba95e940fb67-1","kind":"li","headingPath":["可保留的 T2 观察"],"text":"蓝色眼状标记是画面中最突出的高饱和度色彩，背景膜面和光线维持朦胧空间边界。","textSha256":"5ae9bb30fd089d720c0261321859ea61df49a81f792175816cd1400f80c3666c","links":[],"images":[]},{"id":"hs-8394606778868036#p-e1dc382a4bdb3125-1","anchor":"p-e1dc382a4bdb3125-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-e1dc382a4bdb3125-1","kind":"li","headingPath":["可保留的 T2 观察"],"text":"1052/#1053 的 拍电影 / 感受到 / 体验到 仍在同一材料操作现场中继续。","textSha256":"9893be9bb64b6a8e0c8cb949708936857b39b64fb96ca0b870fb7004ca5d0a65","links":[],"images":[]},{"id":"hs-8394606778868036#p-31bcdc1b05b04a1a-1","anchor":"p-31bcdc1b05b04a1a-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-31bcdc1b05b04a1a-1","kind":"h2","headingPath":["必须降级或修正的 T2 判断"],"text":"必须降级或修正的 T2 判断","textSha256":"b6342241f86e0783f2e10e703d10b143e9cd28c0412c3126c562763e849df685","links":[],"images":[]},{"id":"hs-8394606778868036#p-6f7925e877f34cc8-1","anchor":"p-6f7925e877f34cc8-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-6f7925e877f34cc8-1","kind":"li","headingPath":["必须降级或修正的 T2 判断"],"text":"说话人性别/身份降级。 MiMo 把声线性别说反，且人物身份只能以 T0 人工账为准：#1049/#1052/#1053 为子丑，#1050/#1051 为阿蒙。","textSha256":"a160246f346ff42b6cdb25bb603b4b92ae7c1e4b4a05a17d0e33abdf68b82677","links":[],"images":[]},{"id":"hs-8394606778868036#p-2d69eb0c0989a49a-1","anchor":"p-2d69eb0c0989a49a-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-2d69eb0c0989a49a-1","kind":"li","headingPath":["必须降级或修正的 T2 判断"],"text":"#1051 内部峰值位置降级。 MiMo 音频称 很努力 是全句峰值，但 T1 的 100ms 曲线显示 #1051 有多个强声簇，最高 20ms/50ms/100ms 短窗落在 5779.855-5779.955 一带；粗分段更支持句首/前段强推和后段 这样做 再抬起，不能把峰值直接钉在某个词。","textSha256":"59b9075ec56abdadd108bc4e5a057247caa0f6a9c681114cc1484062a2474277","links":[],"images":[]},{"id":"hs-8394606778868036#p-c8847b2c6e663d57-1","anchor":"p-c8847b2c6e663d57-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-c8847b2c6e663d57-1","kind":"li","headingPath":["必须降级或修正的 T2 判断"],"text":"心理和状态词降级。 疲惫、倦怠、强调意图、专注-倦怠反差 等只能作为 MiMo 语言，不升为证据。","textSha256":"e75c78f2916712e9290eac07b6ba33bc36e853333afe21ba3f1abb973658d127","links":[],"images":[]},{"id":"hs-8394606778868036#p-17dc4eec25189eff-1","anchor":"p-17dc4eec25189eff-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-17dc4eec25189eff-1","kind":"li","headingPath":["必须降级或修正的 T2 判断"],"text":"工具身份和用途降级。 可以写白色管状/笔状材料、蓝色物质、绘制/涂画候选；不能确认颜料、道具制作、特效造型、治疗、伤害、仪式或装饰目的。","textSha256":"198d694154ff25c0571eba39833cbc92b98cf06ddbcee1b5f6bed055dc5d2119","links":[],"images":[]},{"id":"hs-8394606778868036#p-3dbc66d38ee05155-1","anchor":"p-3dbc66d38ee05155-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-3dbc66d38ee05155-1","kind":"li","headingPath":["必须降级或修正的 T2 判断"],"text":"关系和制作流程降级。 MiMo 对“拍摄筹备”“工作流”的说法只能作为候选；T1 只能确认同一身体材料现场与 拍电影 语义回接。","textSha256":"839c0d15c751b8dc401021f385afe006a90f57ffeb6eac2b6b4e1a44eea5780b","links":[],"images":[]},{"id":"hs-8394606778868036#p-a3cfd210125f792a-1","anchor":"p-a3cfd210125f792a-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-a3cfd210125f792a-1","kind":"li","headingPath":["必须降级或修正的 T2 判断"],"text":"视频首跑拒绝保留为方法边界。 deep-film 被拒不能作为内容证据；只说明该片段需要 formal-safe 中性形式复跑。","textSha256":"74cad42cacc84729b26b6c1f03af1a25f375c866693719806521711a9f3c3d06","links":[],"images":[]},{"id":"hs-8394606778868036#p-43e525b59af913c0-1","anchor":"p-43e525b59af913c0-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-43e525b59af913c0-1","kind":"h2","headingPath":["汇总判断"],"text":"汇总判断","textSha256":"1577c804ccc2a0f8143d24746db43e78fa3a437d736c6d0e680b397754e60803","links":[],"images":[]},{"id":"hs-8394606778868036#p-af3c899f4d692239-1","anchor":"p-af3c899f4d692239-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-af3c899f4d692239-1","kind":"p","headingPath":["汇总判断"],"text":"MiMo T2 和 T1 底盘共同支持的保守结论是：#1051 不是 #1050 的简单重复，而是把 #1050 我已经很尽力了 推进为 我正在很努力这样做 。但更细的声学形状、峰值位置和画面-台词关系必须以 T1 本地复核为准。","textSha256":"4723f34d2319ff50660b8f0e63d9c174cd9cf0aeaec3e83ae128c8ed9edf131b","links":[],"images":[]},{"id":"hs-8394606778868036#p-42f416086ab0267c-1","anchor":"p-42f416086ab0267c-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-42f416086ab0267c-1","kind":"pre","headingPath":["汇总判断"],"text":"#1050 已经尽力\n-> #1051 正在很努力这样做\n-> #1052/#1053 拍电影经验回接","textSha256":"43cb530bab453b022d534b0515386b6ce53acc584e1b5c7f356128ec4b5cc8d7","links":[],"images":[]},{"id":"hs-8394606778868036#p-50070980c3440c8d-1","anchor":"p-50070980c3440c8d-1","url":"https://a.p4theater.top/research/hs-8394606778868036#p-50070980c3440c8d-1","kind":"p","headingPath":["汇总判断"],"text":"合并时必须以 2026-06-24-4K无字幕母文件开场96分19秒到96分29秒第1051努力报账加强到1053拍电影经验回接复核 为 T1 底盘。","textSha256":"bca10916ed5dd8fbaaa8c0ce46f867fc1d0fea49af1c19893b0b74612973ddaa","links":["https://a.p4theater.top/research/hs-4ae3711fb8513984"],"images":[]}]}