{"id":"hs-5bb4f114a3e05cfb","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb","title":"推荐算法与通知：平台如何在选择前排序和召唤","kind":"research_note","reviewStatus":"structurally_screened_not_individually_reviewed","language":"zh-CN","category":"声画与理论笔记","series":"P8-第二批深挖卡","sourceVersionDate":"2026-06-18","publishedAt":"2026-09-08","modifiedAt":"2026-09-07T18:27:17+00:00","markdownUrl":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb.md","editionUrl":"https://a.p4theater.top/research/data/editions/hs-5bb4f114a3e05cfb-2b152456e8f4a5ed580a.md","markdownSha256":"2b152456e8f4a5ed580af9bba61787a283a47f3c6fdb9d02dec00949f9deffb1","markdownBytes":4069,"characters":1053,"sourceEvidenceTier":"T3_PRIORITY_RESEARCH_CARD_WITH_T4_PLATFORM_INTERFACE_REFERENCE","sourceStatus":"active","evidenceBoundary":"本页只讨论推荐算法、通知、信息流排序和平台界面如何在选择之前安排观看与召唤用户，作为 000/040/043/045 的 T4 形式参照；不臆测具体平台算法内部，不把平台形式反向用于裁决《人类投降派》片内事实、人物心理、真实关系、consent、现实伤害、导演意图、生产史或全片终极解释。","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":[],"relationMethod":"literal links and image references in the public edition; no inferred semantic support","paragraphCount":60,"markdown":"# 推荐算法与通知：平台如何在选择前排序和召唤\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：2026-06-18\n\n证据边界：本页只讨论推荐算法、通知、信息流排序和平台界面如何在选择之前安排观看与召唤用户，作为 000/040/043/045 的 T4 形式参照；不臆测具体平台算法内部，不把平台形式反向用于裁决《人类投降派》片内事实、人物心理、真实关系、consent、现实伤害、导演意图、生产史或全片终极解释。\n\n# 推荐算法与通知：平台如何在选择前排序和召唤\n\n## 基本对象\n\n平台最深的动作，不是给你内容。\n\n而是在你选择之前，先安排你能遇见什么。\n\n推荐流、搜索排序、通知红点、推送标题、自动播放、继续观看，都在做同一件事：\n\n```text\n你以为你在进入。\n入口已经先进入你。\n```\n\n所以本页的核心句是：\n\n```text\n选择之前，排序已经发生。\n```\n\n## 人称机制\n\n### 零人称：界面先安排位置\n\n平台上的人不是从自由选择开始。\n\n屏幕、栏目、排序、默认值、按钮、红点和推荐位先安排了世界。\n\n这就是数字媒介里的零人称。\n\n```text\n人还没有点，界面已经把路铺好了。\n```\n\n### 第二人称：通知把你叫回去\n\n通知是平台的第二人称。\n\n它说：\n\n```text\n你有新消息。\n你错过了什么。\n你该回来。\n你可能喜欢。\n```\n\n这个“你”不是亲密称呼。\n\n它是操作地址。\n\n和 prompt 相反：prompt 是人叫机器；通知是平台叫人。\n\n两者都说明：\n\n```text\n你被叫到，不等于你被理解。\n```\n\n### 第六人称：算法决定谁先开口\n\n推荐算法不是一个人。\n\n但它决定哪些内容先出现，哪些材料被埋下去，哪些旧东西被重新召回。\n\n这就是第六人称。\n\n它不说“我认为”。\n\n它直接排序。\n\n```text\n排序不是解释。\n排序会先于解释。\n```\n\n### 第四人称：群体观看被平台制造\n\n热榜、趋势、弹幕、评论区、推荐位会制造一种“大家都在看”的感觉。\n\n但热闹不等于见证。\n\n共同被推到同一内容前，不等于形成共同责任。\n\n```text\n大家看见，不等于大家见证。\n```\n\n## 对 000-048 的接口\n\n| 小节 | 推荐算法/通知提供的动作 | 写作提醒 |\n|---|---|---|\n| 000 黑与零，人不是第一个东西 | 数字入口先安排人。 | 零人称数字版。 |\n| 040 搜索把过去重新点名 | 平台召回旧内容。 | 召回不是理解。 |\n| 043 prompt 里的你不是灵魂 | 通知里的你也是接口。 | 第二人称错址。 |\n| 045 索引决定谁先开口 | 排序决定材料出场。 | 第六人称核心。 |\n| 048 我不能外包给机器 | 平台排序不能替人判断。 | Owner 回收责任。 |\n\n## 可迁移硬句\n\n```text\n选择之前，排序已经发生。\n```\n\n```text\n你以为你在进入。\n入口已经先进入你。\n```\n\n```text\n你被叫到，不等于你被理解。\n```\n\n```text\n大家看见，不等于大家见证。\n```\n\n## 风险边界\n\n不能写成：\n\n- 我们知道具体平台算法内部如何工作。\n- 推荐结果可以证明用户真实欲望。\n- 热度等于公共见证。\n- 搜索排序等于知识价值排序。\n- 平台召回可以替代人工审查。\n\n更稳的写法是：\n\n```text\n推荐算法和通知只提供一种形式参照：\n数字媒介会在选择之前安排入口。\n但排序不是理解，热闹不是见证。\n```\n\n## 升格判断\n\n建议保留 P1，强支撑卷六。\n\n理由：\n\n```text\n它能补足第六人称在当代平台中的现实锋利度。\n但它不应抢电影主干，只用于解释机器如何先于人安排入口。\n```","paragraphs":[{"id":"hs-5bb4f114a3e05cfb#p-6f1d6d885679f45b-1","anchor":"p-6f1d6d885679f45b-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-6f1d6d885679f45b-1","kind":"h2","headingPath":["推荐算法与通知：平台如何在选择前排序和召唤"],"text":"推荐算法与通知：平台如何在选择前排序和召唤","textSha256":"9b040b4de5ed87c3a57929165bbb6bf957867f4013a6b13afedd07c2b22a9ce2","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-7b866befc6d10631-1","anchor":"p-7b866befc6d10631-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-7b866befc6d10631-1","kind":"h2","headingPath":["基本对象"],"text":"基本对象","textSha256":"c8accf30f80f54b77265c58704e15de041421f416843abcca9516cb1e7516355","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-4f10a440b03f6988-1","anchor":"p-4f10a440b03f6988-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-4f10a440b03f6988-1","kind":"p","headingPath":["基本对象"],"text":"平台最深的动作，不是给你内容。","textSha256":"39373ecf3ec759b80afa440da5b427d1918fc37d06da9476ea7a1af0b46aca46","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-89bd3e898dcb787d-1","anchor":"p-89bd3e898dcb787d-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-89bd3e898dcb787d-1","kind":"p","headingPath":["基本对象"],"text":"而是在你选择之前，先安排你能遇见什么。","textSha256":"7d891d3a713c5af4fc24d29a34afff2f6c4ce4f0eaac9aae9cddd49e426dc45e","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-095e10f27c22005c-1","anchor":"p-095e10f27c22005c-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-095e10f27c22005c-1","kind":"p","headingPath":["基本对象"],"text":"推荐流、搜索排序、通知红点、推送标题、自动播放、继续观看，都在做同一件事：","textSha256":"ba732b05333a741e4364400a0595224db0acdf8c1ff31466958ff1e413801ce1","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-e10380766271f188-1","anchor":"p-e10380766271f188-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-e10380766271f188-1","kind":"pre","headingPath":["基本对象"],"text":"你以为你在进入。\n入口已经先进入你。","textSha256":"85eb0953584bc14d061facfb65350fc8f0d558b7c1144a1404a31ef901f995ad","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-3e90179e6fe2b433-1","anchor":"p-3e90179e6fe2b433-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-3e90179e6fe2b433-1","kind":"p","headingPath":["基本对象"],"text":"所以本页的核心句是：","textSha256":"5637497bf2c49ed84d63fe320c17788d57a186cac14d2cb28e9c40003020c177","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-496d126ef9a36b39-1","anchor":"p-496d126ef9a36b39-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-496d126ef9a36b39-1","kind":"pre","headingPath":["基本对象"],"text":"选择之前，排序已经发生。","textSha256":"397fd37572a5476fdf8ac2f5014da1e716160901353e5353c85e27aeeb799a44","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-23b9b143c7186478-1","anchor":"p-23b9b143c7186478-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-23b9b143c7186478-1","kind":"h2","headingPath":["人称机制"],"text":"人称机制","textSha256":"290ac35d072a5e9766009652a43826648611d3aeed79f0abbcb56eee514fc82b","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-f21b040edbb2b858-1","anchor":"p-f21b040edbb2b858-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-f21b040edbb2b858-1","kind":"h3","headingPath":["人称机制","零人称：界面先安排位置"],"text":"零人称：界面先安排位置","textSha256":"d8bd324f0f5672e56a084245e492f8dfacdbae73ddc36c9524a7be1b6d32a2fe","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-b54e6c404fbf0662-1","anchor":"p-b54e6c404fbf0662-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-b54e6c404fbf0662-1","kind":"p","headingPath":["人称机制","零人称：界面先安排位置"],"text":"平台上的人不是从自由选择开始。","textSha256":"a66d76342d1dd158d866defc20f470306aebf6001dfe6f2d2d068cce8589d32b","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-f8ef6989823c3e80-1","anchor":"p-f8ef6989823c3e80-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-f8ef6989823c3e80-1","kind":"p","headingPath":["人称机制","零人称：界面先安排位置"],"text":"屏幕、栏目、排序、默认值、按钮、红点和推荐位先安排了世界。","textSha256":"82a2280122469f6784e6ff275d54f9926a36f796e4ff21cbef983ff403467dc4","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-c59c7309f4905c0e-1","anchor":"p-c59c7309f4905c0e-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-c59c7309f4905c0e-1","kind":"p","headingPath":["人称机制","零人称：界面先安排位置"],"text":"这就是数字媒介里的零人称。","textSha256":"a88bc10e553fb36ea4508718a8ac3a818a1d02a106f066dbc55055aa10f2fbe2","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-1527b4408d47bfb6-1","anchor":"p-1527b4408d47bfb6-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-1527b4408d47bfb6-1","kind":"pre","headingPath":["人称机制","零人称：界面先安排位置"],"text":"人还没有点，界面已经把路铺好了。","textSha256":"0bda765a8ab7653b768f88eb52446130b96b10e6f5fd66c8f9680611eccc297c","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-6827a75c59f65e7e-1","anchor":"p-6827a75c59f65e7e-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-6827a75c59f65e7e-1","kind":"h3","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"第二人称：通知把你叫回去","textSha256":"8e35a4189678a775ffbb38973867306f9b537a9a5ee76baa054395c2745f5a9c","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-06f4ba8f3ae91ac2-1","anchor":"p-06f4ba8f3ae91ac2-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-06f4ba8f3ae91ac2-1","kind":"p","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"通知是平台的第二人称。","textSha256":"88464820ab0193cab70d54309d9aafa8298317c50d94e943e948eb5e8bd89729","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-56dafbd6d9cd2964-1","anchor":"p-56dafbd6d9cd2964-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-56dafbd6d9cd2964-1","kind":"p","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"它说：","textSha256":"c4bb972076bbd125fb80f8c75966a41684f95f0429c6d739949c1a43e8bdf2be","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-8706427cfbacbc36-1","anchor":"p-8706427cfbacbc36-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-8706427cfbacbc36-1","kind":"pre","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"你有新消息。\n你错过了什么。\n你该回来。\n你可能喜欢。","textSha256":"2e5ae96a1335d8c97979ba517de862a9cb8437a7e5f2f74fa3e590a69807e5c6","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-75b967f8d31db831-1","anchor":"p-75b967f8d31db831-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-75b967f8d31db831-1","kind":"p","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"这个“你”不是亲密称呼。","textSha256":"1f1f39e5bfaff7860535d789a955cc223ea47336505d106870b901cc6b3cdf29","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-b0b1661a764b46f6-1","anchor":"p-b0b1661a764b46f6-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-b0b1661a764b46f6-1","kind":"p","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"它是操作地址。","textSha256":"be64956e0226d8210ff93e95de579f67bc1de6f41e67327396f842337387910b","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-7359d03ab7ccc8a9-1","anchor":"p-7359d03ab7ccc8a9-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-7359d03ab7ccc8a9-1","kind":"p","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"和 prompt 相反：prompt 是人叫机器；通知是平台叫人。","textSha256":"682dc5fe7205e4f792073daffe2ae66d723b9e511a03b990fe299eb707d25fca","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-194274302f529853-1","anchor":"p-194274302f529853-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-194274302f529853-1","kind":"p","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"两者都说明：","textSha256":"ed8f8c711ca3455c58b0ec1ff774683be25a9129e1a71af92281bb5a83ad3288","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-001513e93f3bfda9-1","anchor":"p-001513e93f3bfda9-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-001513e93f3bfda9-1","kind":"pre","headingPath":["人称机制","第二人称：通知把你叫回去"],"text":"你被叫到，不等于你被理解。","textSha256":"3c791570ebb9786f4e01c990482c77224ca67166c7b7a31a1cb34e2b6d65f4c9","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-d557a7451d8a66f4-1","anchor":"p-d557a7451d8a66f4-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-d557a7451d8a66f4-1","kind":"h3","headingPath":["人称机制","第六人称：算法决定谁先开口"],"text":"第六人称：算法决定谁先开口","textSha256":"4cc8795db4c41795b44a553ac3345b31e7e021e4adac4607286bcf316a14a9b5","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-f16a557f51bea24f-1","anchor":"p-f16a557f51bea24f-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-f16a557f51bea24f-1","kind":"p","headingPath":["人称机制","第六人称：算法决定谁先开口"],"text":"推荐算法不是一个人。","textSha256":"72ccd84aefb420db63d1b1b593b31178c082edc2a10e41e82c4cb60189d29da6","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-efef3e875d30c37e-1","anchor":"p-efef3e875d30c37e-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-efef3e875d30c37e-1","kind":"p","headingPath":["人称机制","第六人称：算法决定谁先开口"],"text":"但它决定哪些内容先出现，哪些材料被埋下去，哪些旧东西被重新召回。","textSha256":"20d969a60cffb647946184d785038f53fc3366830f49bd87c25ee7d005e5bdbf","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-a6809458870b7595-1","anchor":"p-a6809458870b7595-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-a6809458870b7595-1","kind":"p","headingPath":["人称机制","第六人称：算法决定谁先开口"],"text":"这就是第六人称。","textSha256":"73de71889c781433cf36e4f32c647b5f4f96bc1fe7a7eaaff8bcfcd59e87fe51","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-ac805d0e8fefa7db-1","anchor":"p-ac805d0e8fefa7db-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-ac805d0e8fefa7db-1","kind":"p","headingPath":["人称机制","第六人称：算法决定谁先开口"],"text":"它不说“我认为”。","textSha256":"ad05dd701b31c9c9b3dcb696e052bf92960c254990216ca8e6356bb95f8c869a","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-7c5404866b544ba9-1","anchor":"p-7c5404866b544ba9-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-7c5404866b544ba9-1","kind":"p","headingPath":["人称机制","第六人称：算法决定谁先开口"],"text":"它直接排序。","textSha256":"580d259ee8f2972c856869d53f3198ebebdf283a195ea396369d9703d5fe09bf","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-8f229ff403470a89-1","anchor":"p-8f229ff403470a89-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-8f229ff403470a89-1","kind":"pre","headingPath":["人称机制","第六人称：算法决定谁先开口"],"text":"排序不是解释。\n排序会先于解释。","textSha256":"aaacd7ccd0170c217e4a5a2389fc6ec3680c00ad17f26e49a476d4b3db35dcd6","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-0d5a56638c565828-1","anchor":"p-0d5a56638c565828-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-0d5a56638c565828-1","kind":"h3","headingPath":["人称机制","第四人称：群体观看被平台制造"],"text":"第四人称：群体观看被平台制造","textSha256":"47fb546be95b45832c8d0d03da7d5fc32ee68f01a536a3e3a44813f068255096","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-e375bc1eeb84c220-1","anchor":"p-e375bc1eeb84c220-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-e375bc1eeb84c220-1","kind":"p","headingPath":["人称机制","第四人称：群体观看被平台制造"],"text":"热榜、趋势、弹幕、评论区、推荐位会制造一种“大家都在看”的感觉。","textSha256":"3e8bd81fc244c99a652bfac0ea1274b62094cf4e1c5b8cedd057554ad27e021e","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-4a36d2bcd4f5aa1b-1","anchor":"p-4a36d2bcd4f5aa1b-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-4a36d2bcd4f5aa1b-1","kind":"p","headingPath":["人称机制","第四人称：群体观看被平台制造"],"text":"但热闹不等于见证。","textSha256":"8a80cf3f29f66794e74a10525f64e762ea5fb9e7b568156e4ecc0ae751e25a4c","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-a2d9e74f2c3880c7-1","anchor":"p-a2d9e74f2c3880c7-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-a2d9e74f2c3880c7-1","kind":"p","headingPath":["人称机制","第四人称：群体观看被平台制造"],"text":"共同被推到同一内容前，不等于形成共同责任。","textSha256":"a4f6b0368aafcfa3967c16b5e6850fc1b068d192b1094a014223cfd7ec320fc1","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-043de569a61ae09b-1","anchor":"p-043de569a61ae09b-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-043de569a61ae09b-1","kind":"pre","headingPath":["人称机制","第四人称：群体观看被平台制造"],"text":"大家看见，不等于大家见证。","textSha256":"dceb9b5a116b0ee058a1f5744ab8f837a853f04d95a3c9e2c019c540e2e2689f","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-7a516daef7b9e855-1","anchor":"p-7a516daef7b9e855-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-7a516daef7b9e855-1","kind":"h2","headingPath":["对 000-048 的接口"],"text":"对 000-048 的接口","textSha256":"35587034004287558a518fba14b97c8f3122d0f1783c3a4ecb048722eb7263c2","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-b625b2d81f2229a4-1","anchor":"p-b625b2d81f2229a4-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-b625b2d81f2229a4-1","kind":"tr","headingPath":["对 000-048 的接口"],"text":"小节 推荐算法/通知提供的动作 写作提醒","textSha256":"c81c36d5e0649a439e855ddf009affe5ae38bbb79ab9de6c1c9fcee05a2e3e46","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-cc65508b87f364f5-1","anchor":"p-cc65508b87f364f5-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-cc65508b87f364f5-1","kind":"tr","headingPath":["对 000-048 的接口"],"text":"000 黑与零，人不是第一个东西 数字入口先安排人。 零人称数字版。","textSha256":"70901006a0e4b50a9b0a2f1f38ff62456364e2f1e59b97164a50ed6a6677c8a4","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-f62dec13fd12d8cf-1","anchor":"p-f62dec13fd12d8cf-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-f62dec13fd12d8cf-1","kind":"tr","headingPath":["对 000-048 的接口"],"text":"040 搜索把过去重新点名 平台召回旧内容。 召回不是理解。","textSha256":"d8648b5e170526350cf84f18f348979a2c0aa6a1867f459f726401e27cb79b01","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-98072d004a3e118d-1","anchor":"p-98072d004a3e118d-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-98072d004a3e118d-1","kind":"tr","headingPath":["对 000-048 的接口"],"text":"043 prompt 里的你不是灵魂 通知里的你也是接口。 第二人称错址。","textSha256":"2cc139b89b61abc0d7ebdbef05bef4503c881770c2922f47680b4896a17cf196","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-4c3937a93575fbe1-1","anchor":"p-4c3937a93575fbe1-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-4c3937a93575fbe1-1","kind":"tr","headingPath":["对 000-048 的接口"],"text":"045 索引决定谁先开口 排序决定材料出场。 第六人称核心。","textSha256":"78bc53cb812e896c8143ef37f21c2f2f8e6ab6534229b5933abdb78d421c6d6c","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-176b46e943b827c1-1","anchor":"p-176b46e943b827c1-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-176b46e943b827c1-1","kind":"tr","headingPath":["对 000-048 的接口"],"text":"048 我不能外包给机器 平台排序不能替人判断。 Owner 回收责任。","textSha256":"86c668e59ab3656fd3568beecce246e83859fee73a472a3af0a7c6c18887bb7c","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-915379250d68e109-1","anchor":"p-915379250d68e109-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-915379250d68e109-1","kind":"h2","headingPath":["可迁移硬句"],"text":"可迁移硬句","textSha256":"df1456ce8a5dfe747f735629af85a7c4b2271ccc0aa52b5ed9e9f28bf0daf991","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-496d126ef9a36b39-2","anchor":"p-496d126ef9a36b39-2","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-496d126ef9a36b39-2","kind":"pre","headingPath":["可迁移硬句"],"text":"选择之前，排序已经发生。","textSha256":"397fd37572a5476fdf8ac2f5014da1e716160901353e5353c85e27aeeb799a44","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-e10380766271f188-2","anchor":"p-e10380766271f188-2","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-e10380766271f188-2","kind":"pre","headingPath":["可迁移硬句"],"text":"你以为你在进入。\n入口已经先进入你。","textSha256":"85eb0953584bc14d061facfb65350fc8f0d558b7c1144a1404a31ef901f995ad","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-001513e93f3bfda9-2","anchor":"p-001513e93f3bfda9-2","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-001513e93f3bfda9-2","kind":"pre","headingPath":["可迁移硬句"],"text":"你被叫到，不等于你被理解。","textSha256":"3c791570ebb9786f4e01c990482c77224ca67166c7b7a31a1cb34e2b6d65f4c9","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-043de569a61ae09b-2","anchor":"p-043de569a61ae09b-2","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-043de569a61ae09b-2","kind":"pre","headingPath":["可迁移硬句"],"text":"大家看见，不等于大家见证。","textSha256":"dceb9b5a116b0ee058a1f5744ab8f837a853f04d95a3c9e2c019c540e2e2689f","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-936797184b1dd519-1","anchor":"p-936797184b1dd519-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-936797184b1dd519-1","kind":"h2","headingPath":["风险边界"],"text":"风险边界","textSha256":"a23fdafe5865f5de2a29a988335324cb9ac504c25bdbd52a0e8766eb5f30bd88","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-8544cc005e72a25e-1","anchor":"p-8544cc005e72a25e-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-8544cc005e72a25e-1","kind":"p","headingPath":["风险边界"],"text":"不能写成：","textSha256":"bd31d0a135444070700e904f6a6ad81ee744258a55a2f781565d445ea2252aee","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-5ff186265ffc3dec-1","anchor":"p-5ff186265ffc3dec-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-5ff186265ffc3dec-1","kind":"li","headingPath":["风险边界"],"text":"我们知道具体平台算法内部如何工作。","textSha256":"791a97bfad6b77d8db680aae6cb2d409f8addc5ef26a41cafddad5672b869732","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-a92e81731192d7f6-1","anchor":"p-a92e81731192d7f6-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-a92e81731192d7f6-1","kind":"li","headingPath":["风险边界"],"text":"推荐结果可以证明用户真实欲望。","textSha256":"4a151d45f093029e5f552d77d8996529cf6df98cf4866decea7d11eecd6a5182","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-0a0edbcd90912d15-1","anchor":"p-0a0edbcd90912d15-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-0a0edbcd90912d15-1","kind":"li","headingPath":["风险边界"],"text":"热度等于公共见证。","textSha256":"bcf802d019c6b53f53df20103dbb81ff069b1461c9e8123cf3882ccc7390c0ae","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-5e961dd05511264f-1","anchor":"p-5e961dd05511264f-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-5e961dd05511264f-1","kind":"li","headingPath":["风险边界"],"text":"搜索排序等于知识价值排序。","textSha256":"67aa3ee794b6a36c9aa03d985a100cc5582a31b24e2de50e1b950acef2f31ff1","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-665a2a5d3d4fcd01-1","anchor":"p-665a2a5d3d4fcd01-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-665a2a5d3d4fcd01-1","kind":"li","headingPath":["风险边界"],"text":"平台召回可以替代人工审查。","textSha256":"1fb25c65740bf42e050cf9f45046d91c304dee26660c74762a3938b933e76300","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-cd21b985bd7ab669-1","anchor":"p-cd21b985bd7ab669-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-cd21b985bd7ab669-1","kind":"p","headingPath":["风险边界"],"text":"更稳的写法是：","textSha256":"78d52929088c78811b5da7bab2a1ca1e470285b29e41de86981f3e6107d68d81","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-d8babf88292278a9-1","anchor":"p-d8babf88292278a9-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-d8babf88292278a9-1","kind":"pre","headingPath":["风险边界"],"text":"推荐算法和通知只提供一种形式参照：\n数字媒介会在选择之前安排入口。\n但排序不是理解，热闹不是见证。","textSha256":"769945817e149b673b3a68d1d6a0c01090f2fa4a51f59f9cccd8417e8e2cf22c","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-0d688beae1bdda12-1","anchor":"p-0d688beae1bdda12-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-0d688beae1bdda12-1","kind":"h2","headingPath":["升格判断"],"text":"升格判断","textSha256":"c7a5c4621f551825bf4120f26d3e64ab73cef4930cb63c925749eeeb166a1ee6","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-533c3387f88fdde6-1","anchor":"p-533c3387f88fdde6-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-533c3387f88fdde6-1","kind":"p","headingPath":["升格判断"],"text":"建议保留 P1，强支撑卷六。","textSha256":"109a50ad957088cd3401806985a050271360dd02ba6a5388cf4d422a79f46fce","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-929c076bd2fa6670-1","anchor":"p-929c076bd2fa6670-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-929c076bd2fa6670-1","kind":"p","headingPath":["升格判断"],"text":"理由：","textSha256":"da3ce9b4833b454d1fb60b6af836fa5c8a0b4a8f7057f1a1d68136955a8685ad","links":[],"images":[]},{"id":"hs-5bb4f114a3e05cfb#p-5d38795ed5e51947-1","anchor":"p-5d38795ed5e51947-1","url":"https://a.p4theater.top/research/hs-5bb4f114a3e05cfb#p-5d38795ed5e51947-1","kind":"pre","headingPath":["升格判断"],"text":"它能补足第六人称在当代平台中的现实锋利度。\n但它不应抢电影主干，只用于解释机器如何先于人安排入口。","textSha256":"88677e27ccc2ad8ddbbe52df2a7898631964f496d97ed501d0def60b1360547a","links":[],"images":[]}]}