{"id":"hs-2476c37d9006b310","url":"https://a.p4theater.top/research/hs-2476c37d9006b310","title":"MiMo 4K无字幕第953大括号和小括号在跳舞 CN 括号舞蹈反读复核","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":"2026-06-22","publishedAt":"2026-09-08","modifiedAt":"2026-09-07T18:27:17+00:00","markdownUrl":"https://a.p4theater.top/research/hs-2476c37d9006b310.md","editionUrl":"https://a.p4theater.top/research/data/editions/hs-2476c37d9006b310-36bff8ebba91f73859c1.md","markdownSha256":"36bff8ebba91f73859c1e6b2a8c2405c53579f80400c95c9093d5630c5e1264b","markdownBytes":5373,"characters":1981,"sourceEvidenceTier":"T2_CANDIDATE_WITH_COUNTERREAD","sourceStatus":"active","evidenceBoundary":"MiMo 只作 T2 候选观察，不覆盖 T0 台词账或 T1 本地 4K/音频取证。含声音报告不能把 #952 `飘` 或 #954 `要下雨了` 倒填进 #953；无声视觉反读不能反推声音、对白、语气或声源。若报告把衣物轮廓、反光、容器边缘、微动或零散物体声升级为真实括号/舞蹈，必须降级。","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-54a69b92e0a1b34b"],"relationMethod":"literal links and image references in the public edition; no inferred semantic support","paragraphCount":27,"markdown":"# MiMo 4K无字幕第953大括号和小括号在跳舞 CN 括号舞蹈反读复核\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：2026-06-22\n\n证据边界：MiMo 只作 T2 候选观察，不覆盖 T0 台词账或 T1 本地 4K/音频取证。含声音报告不能把 #952 `飘` 或 #954 `要下雨了` 倒填进 #953；无声视觉反读不能反推声音、对白、语气或声源。若报告把衣物轮廓、反光、容器边缘、微动或零散物体声升级为真实括号/舞蹈，必须降级。\n\n# MiMo 4K无字幕第953大括号和小括号在跳舞 CN 括号舞蹈反读复核\n\n本页记录 #953 恽剑辉 `大括号和小括号在跳舞` 的 MiMo CN 复跑结果。运行时显式使用 CN base URL，并临时取消当前 shell 中可能残留的旧环境变量，让脚本读取本机安全存放的可用凭据。本页不记录、不保存、也不复述任何密钥。\n\n这也解释了此前 MiMo 看似不能继续使用的原因：失败点不是 MiMo 方法失效，而是旧/无效的本地 `MIMO_API_KEY` 环境变量优先级高于钥匙串中的可用凭据，导致请求返回 `401 Invalid API Key`。本轮使用干净环境和 CN endpoint 后，三条报告均成功返回。\n\n## 运行记录\n\n资产目录：\n\n`inspool-wiki-zh/raw/assets/4k-nosub-restart-20260622/953-brackets-dancing/mimo/`\n\n| 报告 | 输入 | 模式 | 用量 | 可用性 |\n|---|---|---:|---:|---|\n| `run-953-context-sound/953-context-sound-counterread-cn/mimo-report.md` | `01:28:13.133-01:28:31.066` 宽窗，带音频 | deep-film, fps=4, max | `34523` tokens | 可作 T2 声画反读。报告判断 #953 内无括号图形、无括号运动、无舞蹈动作、无音乐/节奏。 |\n| `run-953-visualonly/953-visualonly-counterread-cn/mimo-report.md` | `01:28:18.500-01:28:23.500` 短窗视觉反读 | deep-film, fps=8, max | `20253` tokens | 可作 T2 视觉反读辅助。报告给出括号符号 `0分`，括号状曲线 `1分`，独立运动 `0分`，舞蹈动作 `0分`。 |\n| `run-953-audio-music/953-audio-music-rhythm-counterread-cn/mimo-audio-report.md` | `01:28:13.133-01:28:30.066` 音频上下文 | analysis | `2437` tokens | 可作 T2 声音/音乐专问。报告给音乐/配乐 `0分`、节拍/舞蹈节奏 `0分`、物质动作声 `0.5分`、人声动作感 `0分`。 |\n\n## 可保留的观察\n\n带声音上下文报告最稳的是整体降级：#953 精确两秒内没有独立大括号、小括号、括号形曲线、成对曲线、投影符号、反光符号或可称为“括号”的图形；也没有可称为“跳舞”的身体动作、物体运动或图形运动。报告给出：\n\n```text\n括号图形可见支持度：0/5\n括号/曲线运动支持度：0/5\n舞蹈动作支持度：0/5\n音乐/节奏支持度：0/5\n```\n\n无声视觉反读更适合校正“括号状联想”。它承认画面中存在有机曲线，但把这些曲线压回具体物理来源：\n\n```text\n右侧白衣人物的身体轮廓与衣物褶皱。\n反光地面上的扭曲倒影。\n右侧容器/边缘和橙色反光。\n左侧屏障或墙面纹理。\n```\n\n因此它只给“画面出现括号状曲线”`1分`。这个 `1分` 不是括号显影，而是误读风险：画面确有曲线材料，但没有独立符号，也没有可追踪运动。\n\n音频专问补强了声音音乐层。它判断 #953 是平稳陈述/念白式人声，重音自然落到 `跳舞`，但发声方式没有模仿舞蹈动作，也没有音乐、和声、配乐、鼓点、规律脉冲、掌声、脚步或连续物质动作声。间隙里有零散物体声或摩擦声候选，但 #953 精确句内没有与 `跳舞` 同步的动作声。\n\n## 必须降级或校正的部分\n\n1. MiMo 对人物身份、性别、空间属性的普通描述不覆盖 T0/T1。T0 仍锁 #953 为恽剑辉 / ACT-YUNJIANHUI。\n2. 报告中的“人物微动”“呼吸起伏”“反光曲线”只能作为微动或误读风险，不可升级为舞蹈动作。\n3. 无声视觉报告的“括号状曲线 1 分”不能写成画面出现了括号。它只是身体/衣物/倒影/容器边缘的曲线联想。\n4. 音频报告中的零散物体声不能写成脚步、掌声、塑料舞动、布料舞动或编舞声，因为它们不在 #953 精确句内形成同步、连续、规律的动作链。\n5. 带声音报告不能用 #952 `飘` 和 #954 `要下雨了` 回填 #953 的画面或声音意义。\n\n## 方法论结论\n\nMiMo 在 #953 的价值是把“跳舞”这个高诱导词降级。#952 已经说过 `飘`，#953 又说 `跳舞`，很容易让读者把这段连续写成“画面终于开始运动”。三路 MiMo 都没有沿着这个诱导走：\n\n```text\n语言说出“括号”和“跳舞”。\n画面没有交出括号符号。\n画面没有交出括号的独立运动。\n声音没有交出音乐、节拍或舞蹈动作声。\n```\n\n这与 [2026-06-22-4K无字幕母文件开场88分13秒到88分31秒第953大括号和小括号在跳舞括号图形与跳舞动作不显影复核](/research/hs-54a69b92e0a1b34b) 的 T1 判断一致。","paragraphs":[{"id":"hs-2476c37d9006b310#p-afa7520aa9affd66-1","anchor":"p-afa7520aa9affd66-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-afa7520aa9affd66-1","kind":"h2","headingPath":["MiMo 4K无字幕第953大括号和小括号在跳舞 CN 括号舞蹈反读复核"],"text":"MiMo 4K无字幕第953大括号和小括号在跳舞 CN 括号舞蹈反读复核","textSha256":"c8be7058ef081f079402d561366fa3173e5c9d769315f8363151b948a41fbe18","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-9255252cd0b0c7d4-1","anchor":"p-9255252cd0b0c7d4-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-9255252cd0b0c7d4-1","kind":"p","headingPath":["MiMo 4K无字幕第953大括号和小括号在跳舞 CN 括号舞蹈反读复核"],"text":"本页记录 #953 恽剑辉 大括号和小括号在跳舞 的 MiMo CN 复跑结果。运行时显式使用 CN base URL，并临时取消当前 shell 中可能残留的旧环境变量，让脚本读取本机安全存放的可用凭据。本页不记录、不保存、也不复述任何密钥。","textSha256":"48663e396549c27279a85dd7905533cc3262f982f93d8e10b30eff87fd5fd8a8","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-8bf6b05679fa095e-1","anchor":"p-8bf6b05679fa095e-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-8bf6b05679fa095e-1","kind":"p","headingPath":["MiMo 4K无字幕第953大括号和小括号在跳舞 CN 括号舞蹈反读复核"],"text":"这也解释了此前 MiMo 看似不能继续使用的原因：失败点不是 MiMo 方法失效，而是旧/无效的本地 MIMO_API_KEY 环境变量优先级高于钥匙串中的可用凭据，导致请求返回 401 Invalid API Key 。本轮使用干净环境和 CN endpoint 后，三条报告均成功返回。","textSha256":"e6def80ff8d0c7e01ce64c63ddbc035a83d4b60ad4ded222d45fe0af406776bf","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-cfaec289c852ce3b-1","anchor":"p-cfaec289c852ce3b-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-cfaec289c852ce3b-1","kind":"h2","headingPath":["运行记录"],"text":"运行记录","textSha256":"6e55e0f207bfd2e02e3229790cf232b730ca37c7cf3d03a16ad5b7ce0949c44b","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-20867d7413f79978-1","anchor":"p-20867d7413f79978-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-20867d7413f79978-1","kind":"p","headingPath":["运行记录"],"text":"资产目录：","textSha256":"d965c41f757bc0b07496b3c8c59f49c0f503b372236102b05b62c1a59d3c75bb","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-1453fc7459589fb1-1","anchor":"p-1453fc7459589fb1-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-1453fc7459589fb1-1","kind":"p","headingPath":["运行记录"],"text":"inspool-wiki-zh/raw/assets/4k-nosub-restart-20260622/953-brackets-dancing/mimo/","textSha256":"b5a589bcceeb59a7cbb9f9cc085078e68fc15220d71addb38c7107c982ce37ff","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-10b297d70c85441d-1","anchor":"p-10b297d70c85441d-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-10b297d70c85441d-1","kind":"tr","headingPath":["运行记录"],"text":"报告 输入 模式 用量 可用性","textSha256":"f564262ea29aba4afdbf1793b00860fcacf07578e25abcfb7364bc8b41d6404a","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-221c2034a12eabbb-1","anchor":"p-221c2034a12eabbb-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-221c2034a12eabbb-1","kind":"tr","headingPath":["运行记录"],"text":"run-953-context-sound/953-context-sound-counterread-cn/mimo-report.md 01:28:13.133-01:28:31.066 宽窗，带音频 deep-film, fps=4, max 34523 tokens 可作 T2 声画反读。报告判断 #953 内无括号图形、无括号运动、无舞蹈动作、无音乐/节奏。","textSha256":"691b99ad1e11391e640f0710490a57bc5c3e8c921cd4cd6dd432b1206849555d","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-ad4f982188954308-1","anchor":"p-ad4f982188954308-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-ad4f982188954308-1","kind":"tr","headingPath":["运行记录"],"text":"run-953-visualonly/953-visualonly-counterread-cn/mimo-report.md 01:28:18.500-01:28:23.500 短窗视觉反读 deep-film, fps=8, max 20253 tokens 可作 T2 视觉反读辅助。报告给出括号符号 0分 ，括号状曲线 1分 ，独立运动 0分 ，舞蹈动作 0分 。","textSha256":"365d99763a66ebd16c867d5ec9aa7802b633fb8fe440da7716f9417ef7b87129","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-987e781e35eb880d-1","anchor":"p-987e781e35eb880d-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-987e781e35eb880d-1","kind":"tr","headingPath":["运行记录"],"text":"run-953-audio-music/953-audio-music-rhythm-counterread-cn/mimo-audio-report.md 01:28:13.133-01:28:30.066 音频上下文 analysis 2437 tokens 可作 T2 声音/音乐专问。报告给音乐/配乐 0分 、节拍/舞蹈节奏 0分 、物质动作声 0.5分 、人声动作感 0分 。","textSha256":"14c53f446e83557144c4f4f86d5932122843dd4605f792403a78334520f1c8c0","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-70bc2c129fea4ddd-1","anchor":"p-70bc2c129fea4ddd-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-70bc2c129fea4ddd-1","kind":"h2","headingPath":["可保留的观察"],"text":"可保留的观察","textSha256":"b1da81674ddfef23159c15c791c7a3783be9fe8584604079ea113a54e43804be","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-f6d1f5a8d8c12845-1","anchor":"p-f6d1f5a8d8c12845-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-f6d1f5a8d8c12845-1","kind":"p","headingPath":["可保留的观察"],"text":"带声音上下文报告最稳的是整体降级：#953 精确两秒内没有独立大括号、小括号、括号形曲线、成对曲线、投影符号、反光符号或可称为“括号”的图形；也没有可称为“跳舞”的身体动作、物体运动或图形运动。报告给出：","textSha256":"903abdd7c974e14387b108d3f3f521eec0b037b147197348bd9d81bc69b3f555","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-f565558a42c2067f-1","anchor":"p-f565558a42c2067f-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-f565558a42c2067f-1","kind":"pre","headingPath":["可保留的观察"],"text":"括号图形可见支持度：0/5\n括号/曲线运动支持度：0/5\n舞蹈动作支持度：0/5\n音乐/节奏支持度：0/5","textSha256":"170e0beacec6845403217aa1f3e1c06b541e4ad3de0e2399c82279e0bbdd56aa","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-3d798b3ad9258a09-1","anchor":"p-3d798b3ad9258a09-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-3d798b3ad9258a09-1","kind":"p","headingPath":["可保留的观察"],"text":"无声视觉反读更适合校正“括号状联想”。它承认画面中存在有机曲线，但把这些曲线压回具体物理来源：","textSha256":"42487ef64ccda8c7cc0ecfdf03ccef36d6dad7b28af2a4a97ee7208c72923b0c","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-95e90b62497977aa-1","anchor":"p-95e90b62497977aa-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-95e90b62497977aa-1","kind":"pre","headingPath":["可保留的观察"],"text":"右侧白衣人物的身体轮廓与衣物褶皱。\n反光地面上的扭曲倒影。\n右侧容器/边缘和橙色反光。\n左侧屏障或墙面纹理。","textSha256":"a8f6ff86e0924d6400f7b57c37e9bc460b7d2872d361ab37d276f30347d8cdf5","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-eebad637be6bf7a7-1","anchor":"p-eebad637be6bf7a7-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-eebad637be6bf7a7-1","kind":"p","headingPath":["可保留的观察"],"text":"因此它只给“画面出现括号状曲线” 1分 。这个 1分 不是括号显影，而是误读风险：画面确有曲线材料，但没有独立符号，也没有可追踪运动。","textSha256":"490f806595556eda61ed6a0d4a3db6ee9ddabd6c71dc817de4142427a74aeeba","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-19bfd235bb522a9a-1","anchor":"p-19bfd235bb522a9a-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-19bfd235bb522a9a-1","kind":"p","headingPath":["可保留的观察"],"text":"音频专问补强了声音音乐层。它判断 #953 是平稳陈述/念白式人声，重音自然落到 跳舞 ，但发声方式没有模仿舞蹈动作，也没有音乐、和声、配乐、鼓点、规律脉冲、掌声、脚步或连续物质动作声。间隙里有零散物体声或摩擦声候选，但 #953 精确句内没有与 跳舞 同步的动作声。","textSha256":"3ff1123cedbed7f1b2efd438e13f821e7935c06a15c80bf832f5673ff775027d","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-836661ee15a3c9a5-1","anchor":"p-836661ee15a3c9a5-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-836661ee15a3c9a5-1","kind":"h2","headingPath":["必须降级或校正的部分"],"text":"必须降级或校正的部分","textSha256":"04a93d13c5d71f46e15a77b8b87d1e43229f79d5280733bf5e8d6d8aa4fe382b","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-c2d84d18498283c3-1","anchor":"p-c2d84d18498283c3-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-c2d84d18498283c3-1","kind":"li","headingPath":["必须降级或校正的部分"],"text":"MiMo 对人物身份、性别、空间属性的普通描述不覆盖 T0/T1。T0 仍锁 #953 为恽剑辉 / ACT-YUNJIANHUI。","textSha256":"717b7b6a0fdd104d7f422d589304dbf92119cfe3dbaf0d9d4f3a449789dc1273","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-5a3a1a2dfc44dcde-1","anchor":"p-5a3a1a2dfc44dcde-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-5a3a1a2dfc44dcde-1","kind":"li","headingPath":["必须降级或校正的部分"],"text":"报告中的“人物微动”“呼吸起伏”“反光曲线”只能作为微动或误读风险，不可升级为舞蹈动作。","textSha256":"92c902c8f0f540c0cbc013c88582cc9df083a70aeb16749acfb35c25b1c6981c","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-48dd4a31736dbf43-1","anchor":"p-48dd4a31736dbf43-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-48dd4a31736dbf43-1","kind":"li","headingPath":["必须降级或校正的部分"],"text":"无声视觉报告的“括号状曲线 1 分”不能写成画面出现了括号。它只是身体/衣物/倒影/容器边缘的曲线联想。","textSha256":"2bbcad697d8855133bb9bd6708fac99fe1a8c14b4855d8d7776ecaba7b29e801","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-b5bf5b8daa04f61f-1","anchor":"p-b5bf5b8daa04f61f-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-b5bf5b8daa04f61f-1","kind":"li","headingPath":["必须降级或校正的部分"],"text":"音频报告中的零散物体声不能写成脚步、掌声、塑料舞动、布料舞动或编舞声，因为它们不在 #953 精确句内形成同步、连续、规律的动作链。","textSha256":"f3f9c89184384d6f22ed95d89041923c487849b5adc045deee94d618f060a03a","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-12306bad792b067b-1","anchor":"p-12306bad792b067b-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-12306bad792b067b-1","kind":"li","headingPath":["必须降级或校正的部分"],"text":"带声音报告不能用 #952 飘 和 #954 要下雨了 回填 #953 的画面或声音意义。","textSha256":"15733d3fd24325fa091162f10704c74a03665887e98756c1b9a892665b166c00","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-61cad081cc541e7c-1","anchor":"p-61cad081cc541e7c-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-61cad081cc541e7c-1","kind":"h2","headingPath":["方法论结论"],"text":"方法论结论","textSha256":"77c03fa2bbbd2803d13f89395b9d5aba32397586b2e912acc9cc9e83881e4736","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-e327177a4a7310cf-1","anchor":"p-e327177a4a7310cf-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-e327177a4a7310cf-1","kind":"p","headingPath":["方法论结论"],"text":"MiMo 在 #953 的价值是把“跳舞”这个高诱导词降级。#952 已经说过 飘 ，#953 又说 跳舞 ，很容易让读者把这段连续写成“画面终于开始运动”。三路 MiMo 都没有沿着这个诱导走：","textSha256":"b7eb1f5b196b84d82a6a7e42b1e01bc1ac82e8c2448bf627150665ff3a858a98","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-34d18ac50d662ae3-1","anchor":"p-34d18ac50d662ae3-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-34d18ac50d662ae3-1","kind":"pre","headingPath":["方法论结论"],"text":"语言说出“括号”和“跳舞”。\n画面没有交出括号符号。\n画面没有交出括号的独立运动。\n声音没有交出音乐、节拍或舞蹈动作声。","textSha256":"3895dab6d7a0487840f5e3aafa937bf4800fa9cddabc7c35f48f50e6fbdae577","links":[],"images":[]},{"id":"hs-2476c37d9006b310#p-948310b0aa6b98af-1","anchor":"p-948310b0aa6b98af-1","url":"https://a.p4theater.top/research/hs-2476c37d9006b310#p-948310b0aa6b98af-1","kind":"p","headingPath":["方法论结论"],"text":"这与 2026-06-22-4K无字幕母文件开场88分13秒到88分31秒第953大括号和小括号在跳舞括号图形与跳舞动作不显影复核 的 T1 判断一致。","textSha256":"5ce390adfb847033325e549cf17bd47477a783a668a542aa5e885fecc9f330ea","links":["https://a.p4theater.top/research/hs-54a69b92e0a1b34b"],"images":[]}]}