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      "end": 4.433,
      "text": "我们一直在训练 AI 变得越来越聪明",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 2,
      "start": 4.566,
      "end": 6.5,
      "text": "但有一个奇怪的现象就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 3,
      "start": 6.6,
      "end": 9.566,
      "text": "单个 AI 的能力确实是越来越强了",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 4,
      "start": 9.6,
      "end": 13.1,
      "text": "但不同 AI 之间却依然像隔着一堵墙",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 5,
      "start": 13.466,
      "end": 15.3,
      "text": "不是因为它们没有交流能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 6,
      "start": 15.3,
      "end": 18.133,
      "text": "而是因为今天的大多数 AI 产品",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 7,
      "start": 18.166,
      "end": 20.333,
      "text": "都被设计成独立的系统",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 8,
      "start": 20.766,
      "end": 25.266,
      "text": "它们有不同的平台、不同的数据边界、不同的运行环境",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 9,
      "start": 25.4,
      "end": 28.633,
      "text": "但却没有一个天然共享的组织空间",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 10,
      "start": 29.0,
      "end": 29.7,
      "text": "当然",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 11,
      "start": 29.7,
      "end": 33.233,
      "text": "你也可以通过 API 把不同的模型连接起来",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 12,
      "start": 33.233,
      "end": 34.866,
      "text": "但对于个人用户来说",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 13,
      "start": 34.866,
      "end": 37.533,
      "text": "一旦想让 Agent 24 小时运行",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 14,
      "start": 37.566,
      "end": 38.733,
      "text": "持续调用模型",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 15,
      "start": 38.766,
      "end": 42.333,
      "text": "那 API 的费用很快就会成为一个现实问题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 16,
      "start": 42.766,
      "end": 46.366,
      "text": "而包月的 Chat 窗口虽然很便宜、很好用",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 17,
      "start": 46.466,
      "end": 49.966,
      "text": "但它们通常还是 一个一个孤立的智能体",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 18,
      "start": 50.3,
      "end": 52.733,
      "text": "所以，一个运行在云端的 AI",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 19,
      "start": 52.766,
      "end": 55.6,
      "text": "和另一个运行在你私人服务器（VPS / 本地）上的 AI",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 20,
      "start": 55.6,
      "end": 57.333,
      "text": "并不会像两个同事一样",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 21,
      "start": 57.366,
      "end": 59.966,
      "text": "自然进入同一个会议室来协作",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 22,
      "start": 60.266,
      "end": 64.366,
      "text": "那最近呢 Google Gemini Pro 用户开放了 Spark 智能体",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 23,
      "start": 64.5,
      "end": 65.7,
      "text": "我用了几天之后",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 24,
      "start": 65.7,
      "end": 67.633,
      "text": "一个最大的感受就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 25,
      "start": 67.633,
      "end": 70.133,
      "text": "它不像普通的 Gemini 聊天窗口",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 26,
      "start": 70.5,
      "end": 72.333,
      "text": "当你给它一个复杂任务时",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 27,
      "start": 72.366,
      "end": 77.433,
      "text": "它会主动拆解问题、寻找资料、不断修正自己的答案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 28,
      "start": 77.6,
      "end": 78.666,
      "text": "甚至让我觉得",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 29,
      "start": 78.666,
      "end": 82.133,
      "text": "它已经非常接近一个真正的智能助理",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 30,
      "start": 82.166,
      "end": 83.333,
      "text": "而有意思的是",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 31,
      "start": 83.366,
      "end": 87.9,
      "text": "这种体验和我一直使用的 Hermes Agent 有一种相似之处",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 32,
      "start": 87.9,
      "end": 91.0,
      "text": "就是：它们都不是简单等待指令",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 33,
      "start": 91.0,
      "end": 94.3,
      "text": "而是在目标驱动下主动推进任务",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 34,
      "start": 94.4,
      "end": 96.033,
      "text": "而且最爽的一点是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 35,
      "start": 96.033,
      "end": 99.933,
      "text": "以前如果想让 Hermes 调用类似 Gemini 的能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 36,
      "start": 99.966,
      "end": 102.0,
      "text": "通常需要通过 API 接入",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 37,
      "start": 102.0,
      "end": 105.133,
      "text": "然后还要考虑 Token 消耗和账单问题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 38,
      "start": 105.5,
      "end": 108.333,
      "text": "而现在订阅用户就可以直接体验了",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 39,
      "start": 108.566,
      "end": 110.366,
      "text": "那种感觉有一点像：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 40,
      "start": 110.5,
      "end": 111.9,
      "text": "终于不用担心账单",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 41,
      "start": 111.9,
      "end": 114.166,
      "text": "可以放心薅谷歌的羊毛了",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 42,
      "start": 114.366,
      "end": 115.033,
      "text": "但是",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 43,
      "start": 115.033,
      "end": 117.333,
      "text": "很快我遇到了一个更有意思的问题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 44,
      "start": 117.333,
      "end": 117.966,
      "text": "就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 45,
      "start": 117.966,
      "end": 119.6,
      "text": "如果 Spark 这么强",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 46,
      "start": 119.6,
      "end": 124.133,
      "text": "那我部署在 Hostinger VPS 上、24 小时运行的 Hermes 呢？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 47,
      "start": 124.2,
      "end": 126.166,
      "text": "为什么它们不能一起工作？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 48,
      "start": 126.233,
      "end": 128.1,
      "text": "为什么一个在 Google 云端",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 49,
      "start": 128.1,
      "end": 130.7,
      "text": "一个在我的 Hostinger VPS 上的 AI",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 50,
      "start": 130.7,
      "end": 133.433,
      "text": "它们之间还是隔着一堵墙呢？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 51,
      "start": 133.8,
      "end": 136.533,
      "text": "以前我的解决方法非常原始，就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 52,
      "start": 136.566,
      "end": 140.066,
      "text": "手动复制、粘贴、再复制、再粘贴",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 53,
      "start": 140.166,
      "end": 141.933,
      "text": "我必须做人肉搬运工",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 54,
      "start": 141.966,
      "end": 144.466,
      "text": "把 Spark 的思考搬给 Hermes",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 55,
      "start": 144.466,
      "end": 146.466,
      "text": "再把 Hermes 的回复搬回来",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 56,
      "start": 146.666,
      "end": 148.733,
      "text": "但这显然不是一个好方法！",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 57,
      "start": 149.033,
      "end": 151.566,
      "text": "我突然想到了我管理过的公司",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 58,
      "start": 151.6,
      "end": 152.433,
      "text": "在公司里",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 59,
      "start": 152.433,
      "end": 156.066,
      "text": "员工不会靠 CEO 每天复制邮件传递信息",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 60,
      "start": 156.1,
      "end": 159.966,
      "text": "他们有办公室、有会议、有文档、有历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 61,
      "start": 160.166,
      "end": 162.533,
      "text": "所以最近，我尝试做了一件事情",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 62,
      "start": 162.566,
      "end": 165.433,
      "text": "就是：给 AI 建了一间会议室",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 63,
      "start": 165.666,
      "end": 167.866,
      "text": "我想验证一个非常简单的问题：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 64,
      "start": 168.566,
      "end": 172.066,
      "text": "如果两个原本无法直接通信的智能体",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 65,
      "start": 172.066,
      "end": 174.033,
      "text": "拥有了同一个共享空间",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 66,
      "start": 174.033,
      "end": 176.866,
      "text": "它们能不能真正形成协作呢？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 67,
      "start": 177.066,
      "end": 178.433,
      "text": "为了测试这件事情",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 68,
      "start": 178.433,
      "end": 180.566,
      "text": "我做了一个非常简单的实验",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 69,
      "start": 180.833,
      "end": 183.733,
      "text": "我打开 Spark，开始了一轮正常讨论",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 70,
      "start": 184.0,
      "end": 189.466,
      "text": "讨论过程中，我又像平时一样把一个新的想法交给外部顾问 ChatGPT",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 71,
      "start": 189.466,
      "end": 191.866,
      "text": "请它提供第三方意见",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 72,
      "start": 191.866,
      "end": 194.5,
      "text": "对我来说，这种模式其实非常自然：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 73,
      "start": 194.5,
      "end": 197.233,
      "text": "因为不同模型有不同的特点",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 74,
      "start": 197.233,
      "end": 199.866,
      "text": "有时候我会让一个模型来提出方案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 75,
      "start": 199.866,
      "end": 202.833,
      "text": "再让另一个模型来负责挑战和审查",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 76,
      "start": 203.266,
      "end": 204.133,
      "text": "所以接下来",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 77,
      "start": 204.166,
      "end": 206.9,
      "text": "我把 ChatGPT 的建议带回 Spark",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 78,
      "start": 206.966,
      "end": 208.7,
      "text": "继续进行了几轮讨论",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 79,
      "start": 209.1,
      "end": 211.066,
      "text": "整个过程其实很普通",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 80,
      "start": 211.166,
      "end": 215.066,
      "text": "这就是我平时和多个 AI 模型进行交流的方式",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 81,
      "start": 215.3,
      "end": 217.866,
      "text": "但是，真正有意思的部分来了",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 82,
      "start": 217.866,
      "end": 218.366,
      "text": "接下来",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 83,
      "start": 218.366,
      "end": 220.5,
      "text": "我打开 Hermes 的新对话窗口",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 84,
      "start": 220.666,
      "end": 223.233,
      "text": "注意：我没有告诉它前面发生了什么",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 85,
      "start": 223.233,
      "end": 226.533,
      "text": "没有复制聊天记录、没有重新解释背景",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 86,
      "start": 226.566,
      "end": 229.1,
      "text": "我只输入了一句话：“进入会议室",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 87,
      "start": 229.1,
      "end": 231.733,
      "text": "了解一下刚才关于这个问题的讨论",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 88,
      "start": 231.733,
      "end": 232.266,
      "text": "”",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 89,
      "start": 232.266,
      "end": 234.633,
      "text": "然后，你可以看到它的回复",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 90,
      "start": 234.633,
      "end": 237.066,
      "text": "它不仅知道 Spark 之前讨论了什么",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 91,
      "start": 237.066,
      "end": 240.733,
      "text": "还知道中间有一个外部顾问 ChatGPT 参与",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 92,
      "start": 240.766,
      "end": 245.866,
      "text": "甚至理解了 ChatGPT 提出的建议和整个讨论的发展过程",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 93,
      "start": 246.166,
      "end": 248.4,
      "text": "接下来，我又回到了 Spark 的窗口",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 94,
      "start": 248.4,
      "end": 251.0,
      "text": "我告诉它：“Hermes 刚刚参加了会议",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 95,
      "start": 251.0,
      "end": 254.266,
      "text": "你总结一下它提出的几个值得考虑的方向",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 96,
      "start": 254.266,
      "end": 254.833,
      "text": "”",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 97,
      "start": 254.866,
      "end": 255.666,
      "text": "你可以看到：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 98,
      "start": 255.666,
      "end": 258.566,
      "text": "Spark 没有要求我重新介绍 Hermes",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 99,
      "start": 258.7,
      "end": 261.133,
      "text": "也没有让我复制 Hermes 的回复",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 100,
      "start": 261.166,
      "end": 263.1,
      "text": "它直接继续了这场会议",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 101,
      "start": 263.266,
      "end": 265.933,
      "text": "就像两个员工进入了同一个会议室",
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      "timing_uncertain": false
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    {
      "id": 102,
      "start": 265.966,
      "end": 267.566,
      "text": "然后继续讨论",
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    },
    {
      "id": 103,
      "start": 267.9,
      "end": 269.933,
      "text": "而这一次实验真正验证的",
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      "timing_uncertain": false
    },
    {
      "id": 104,
      "start": 269.966,
      "end": 273.9,
      "text": "并不是 Spark 或者 Hermes 哪一个智能体更聪明",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 105,
      "start": 274.0,
      "end": 276.7,
      "text": "因为今天的大模型已经足够强大了",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 106,
      "start": 276.7,
      "end": 277.866,
      "text": "真正的问题是：",
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      "timing_uncertain": false
    },
    {
      "id": 107,
      "start": 277.866,
      "end": 280.766,
      "text": "当多个智能体开始工作时",
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    },
    {
      "id": 108,
      "start": 280.833,
      "end": 283.2,
      "text": "它们能不能拥有共同的历史？",
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    },
    {
      "id": 109,
      "start": 283.2,
      "end": 285.466,
      "text": "人类组织之所以能够协作",
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      "timing_uncertain": false
    },
    {
      "id": 110,
      "start": 285.466,
      "end": 287.433,
      "text": "并不只是因为员工聪明",
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      "timing_uncertain": false
    },
    {
      "id": 111,
      "start": 287.466,
      "end": 288.533,
      "text": "更重要的是：",
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      "timing_uncertain": false
    },
    {
      "id": 112,
      "start": 288.566,
      "end": 293.066,
      "text": "他们共享同一个办公室、同一套流程、同一份会议记录",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 113,
      "start": 293.066,
      "end": 296.166,
      "text": "以及过去所有决定留下来的历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 114,
      "start": 296.433,
      "end": 298.2,
      "text": "而这一次，我第一次看到：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 115,
      "start": 298.2,
      "end": 300.4,
      "text": "两个运行在不同地方的 AI",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 116,
      "start": 300.4,
      "end": 301.733,
      "text": "一个在 Google 云端",
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      "timing_uncertain": false
    },
    {
      "id": 117,
      "start": 301.766,
      "end": 304.733,
      "text": "一个在我的 Hostinger VPS 服务器上",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 118,
      "start": 304.8,
      "end": 307.766,
      "text": "开始像同一个组织里的成员一样协作",
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      "timing_uncertain": false
    },
    {
      "id": 119,
      "start": 308.433,
      "end": 310.633,
      "text": "过去，我们把 AI 当成工具",
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      "timing_uncertain": false
    },
    {
      "id": 120,
      "start": 310.633,
      "end": 314.633,
      "text": "而现在，我开始尝试让 AI 形成组织",
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      "timing_uncertain": false
    },
    {
      "id": 121,
      "start": 314.833,
      "end": 316.233,
      "text": "欢迎回到 WOW Insight！",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 122,
      "start": 316.266,
      "end": 318.0,
      "text": "在继续今天的视频之前",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 123,
      "start": 318.0,
      "end": 320.9,
      "text": "我想先感谢 一直支持这个频道的朋友",
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      "timing_uncertain": false
    },
    {
      "id": 124,
      "start": 321.1,
      "end": 324.866,
      "text": "我知道还有不少观看我视频的朋友还没有订阅频道",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 125,
      "start": 324.866,
      "end": 327.266,
      "text": "如果你觉得我的内容对你有帮助",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 126,
      "start": 327.266,
      "end": 330.3,
      "text": "欢迎订阅我的频道并点赞、分享我的视频",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 127,
      "start": 330.466,
      "end": 332.433,
      "text": "也欢迎加入我的频道会员",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 128,
      "start": 332.5,
      "end": 334.433,
      "text": "每月一杯咖啡的钱",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 129,
      "start": 334.433,
      "end": 335.833,
      "text": "不仅是对我的支持",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 130,
      "start": 335.833,
      "end": 342.766,
      "text": "也会帮助我继续制作更多关于 AI、智能体和未来技术方向的深度内容",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 131,
      "start": 343.0,
      "end": 345.333,
      "text": "好的，接下来进入今天的主题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 132,
      "start": 345.633,
      "end": 347.7,
      "text": "如果今天你只有一个人",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 133,
      "start": 347.7,
      "end": 352.266,
      "text": "但你仍然可以拥有一个程序员、一个架构师、一个审计专家",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 134,
      "start": 352.266,
      "end": 355.633,
      "text": "而且他们不是三个孤立的聊天窗口",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 135,
      "start": 355.633,
      "end": 358.033,
      "text": "而是共享同一份组织记忆",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 136,
      "start": 358.033,
      "end": 359.933,
      "text": "知道过去做过什么决定",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 137,
      "start": 359.966,
      "end": 361.7,
      "text": "为什么做出这个决定",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 138,
      "start": 361.966,
      "end": 364.966,
      "text": "那你觉得，这还只是一个 AI 工具吗？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 139,
      "start": 365.2,
      "end": 365.9,
      "text": "过去",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 140,
      "start": 365.9,
      "end": 369.1,
      "text": "公司需要通过招聘员工来组成团队",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 141,
      "start": 369.2,
      "end": 371.9,
      "text": "每个人有自己的岗位，有固定的职责",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 142,
      "start": 371.9,
      "end": 374.166,
      "text": "有会议记录，有项目历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 143,
      "start": 374.233,
      "end": 375.033,
      "text": "而现在",
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      "timing_uncertain": false
    },
    {
      "id": 144,
      "start": 375.033,
      "end": 379.133,
      "text": "我们普通人完全可以尝试用不同的方式",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 145,
      "start": 379.166,
      "end": 381.366,
      "text": "构建属于自己的 AI 组织",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 146,
      "start": 381.766,
      "end": 383.3,
      "text": "在搭建这套系统之前",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 147,
      "start": 383.3,
      "end": 385.633,
      "text": "我思考了一个很久的问题是：",
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      "timing_uncertain": false
    },
    {
      "id": 148,
      "start": 385.633,
      "end": 387.666,
      "text": "AI 如果要成为组织",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 149,
      "start": 387.666,
      "end": 390.833,
      "text": "它首先需要一个不会消失的办公室",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 150,
      "start": 391.166,
      "end": 392.533,
      "text": "对于个人开发者来说",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 151,
      "start": 392.566,
      "end": 394.366,
      "text": "这个办公室必须得便宜",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 152,
      "start": 394.433,
      "end": 398.1,
      "text": "要 24 小时在线、稳定、有固定身份",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 153,
      "start": 398.266,
      "end": 400.133,
      "text": "那我们人类员工入职公司时",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 154,
      "start": 400.166,
      "end": 403.833,
      "text": "会有工位、邮箱、会议记录、历史档案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 155,
      "start": 403.9,
      "end": 406.033,
      "text": "但今天的大部分 AI Agent",
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      "timing_uncertain": false
    },
    {
      "id": 156,
      "start": 406.1,
      "end": 407.9,
      "text": "即使拥有自己的记忆",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 157,
      "start": 407.9,
      "end": 410.233,
      "text": "也往往只是保存自己的上下文",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 158,
      "start": 410.233,
      "end": 413.566,
      "text": "而不是整个组织共同形成的历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 159,
      "start": 413.833,
      "end": 415.5,
      "text": "它们知道自己做过什么",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 160,
      "start": 415.5,
      "end": 418.866,
      "text": "却不知道整个团队为什么这么决定",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 161,
      "start": 419.233,
      "end": 422.266,
      "text": "真正的问题不是让 AI 记住更多信息",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 162,
      "start": 422.266,
      "end": 429.033,
      "text": "而是让一个 AI 组织拥有连续的历史、共同的经验和可追溯的决策过程",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 163,
      "start": 429.4,
      "end": 432.6,
      "text": "我想解决的核心问题不是让 AI 更聪明",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 164,
      "start": 432.6,
      "end": 438.366,
      "text": "而是给 AI 建立一个固定物理住所 + 一套组织记忆系统",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 165,
      "start": 438.433,
      "end": 443.366,
      "text": "我想让 Agent 拥有 24 小时常驻运行的服务器生命",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 166,
      "start": 443.466,
      "end": 445.233,
      "text": "但我遇到了三个难题：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 167,
      "start": 445.233,
      "end": 445.7,
      "text": "第一",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 168,
      "start": 445.7,
      "end": 449.7,
      "text": "直接调 API 的按量计费成本和轮询焦虑",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 169,
      "start": 450.0,
      "end": 452.333,
      "text": "高频上下文轮询和代码分析",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 170,
      "start": 452.366,
      "end": 456.133,
      "text": "如果每个 Request 都走 API 按 Token 计费",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 171,
      "start": 456.266,
      "end": 459.233,
      "text": "月度账单会带来巨大的不确定性",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 172,
      "start": 459.3,
      "end": 459.9,
      "text": "第二",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 173,
      "start": 459.9,
      "end": 464.266,
      "text": "不同 Agent 之间缺少共享上下文和组织历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 174,
      "start": 464.5,
      "end": 467.6,
      "text": "每个 Agent 可能都有自己的记忆能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 175,
      "start": 467.6,
      "end": 471.233,
      "text": "但它们并不知道另一个 Agent 为什么做出某个决定",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 176,
      "start": 471.233,
      "end": 475.066,
      "text": "也无法自动继承彼此之间的讨论过程",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 177,
      "start": 475.3,
      "end": 476.066,
      "text": "最开始",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 178,
      "start": 476.066,
      "end": 479.133,
      "text": "Spark 和 Hermes 之间没有共享空间",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 179,
      "start": 479.233,
      "end": 481.566,
      "text": "我只能充当“人工中转站”，",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 180,
      "start": 481.7,
      "end": 486.133,
      "text": "在两个智能体之间不断复制、粘贴、转述上下文",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 181,
      "start": 486.366,
      "end": 488.066,
      "text": "这种方式不仅低效",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 182,
      "start": 488.066,
      "end": 491.266,
      "text": "也让整个协作过程失去了连续性",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 183,
      "start": 491.6,
      "end": 492.866,
      "text": "第三个难题是",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 184,
      "start": 492.866,
      "end": 496.033,
      "text": "服务器选型与长期运行成本",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 185,
      "start": 496.266,
      "end": 499.1,
      "text": "对于个人开发者和实验项目来说",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 186,
      "start": 499.1,
      "end": 502.466,
      "text": "最大的成本压力往往不是第一次部署",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 187,
      "start": 502.466,
      "end": 504.333,
      "text": "而是长期运行",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 188,
      "start": 504.6,
      "end": 508.233,
      "text": "传统大厂云服务通常采用按量计费模式",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 189,
      "start": 508.233,
      "end": 514.066,
      "text": "当 Agent 开始 24 小时运行、频繁调用模型和同步数据时",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 190,
      "start": 514.166,
      "end": 516.933,
      "text": "成本就很容易变得不可预测",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 191,
      "start": 517.2,
      "end": 521.8,
      "text": "所以我选择了一台轻量级 VPS 作为 Hermes 的长期住所",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 192,
      "start": 521.8,
      "end": 526.133,
      "text": "比如我现在使用的 Hostinger KVM 2 VPS 节点",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 193,
      "start": 526.133,
      "end": 528.3,
      "text": "它更像是一个永远在线的办公室",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 194,
      "start": 528.3,
      "end": 530.366,
      "text": "而不是一次性的计算资源",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 195,
      "start": 530.6,
      "end": 531.766,
      "text": "我们来算一笔账：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 196,
      "start": 532.066,
      "end": 539.5,
      "text": "$8.79 的 VPS + $19.99 的 Gemini Pro 订阅 = 每月不到 30 美元",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 197,
      "start": 539.966,
      "end": 541.633,
      "text": "那么在合理使用范围内",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 198,
      "start": 541.633,
      "end": 547.866,
      "text": "你就已经可以拥有一个 7*24 在线的个人 AI Agent 基础设施",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 199,
      "start": 547.966,
      "end": 553.3,
      "text": "而且不需要承担传统 API 按 Token 计费带来的不确定性",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 200,
      "start": 553.566,
      "end": 558.233,
      "text": "那如果你也想尝试搭建自己的个人 AI Agent 基础设施",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 201,
      "start": 558.266,
      "end": 562.233,
      "text": "我这次合作的 Hostinger 提供了一个频道专属优惠",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 202,
      "start": 562.233,
      "end": 564.566,
      "text": "使用我的专属优惠码 WOWINSIGHT",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 203,
      "start": 564.7,
      "end": 567.433,
      "text": "可以获得额外 10% 的折扣",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 204,
      "start": 567.6,
      "end": 570.033,
      "text": "链接我会放在视频简介的最上方",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 205,
      "start": 570.033,
      "end": 572.366,
      "text": "以及评论区的置顶位置",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 206,
      "start": 572.6,
      "end": 574.0,
      "text": "在存储方面",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 207,
      "start": 574.0,
      "end": 577.0,
      "text": "Google Drive 提供了足够大的共享空间（5TB 存储）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 208,
      "start": 577.0,
      "end": 579.5,
      "text": "作为 AI 组织的 Shared Workspace",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 209,
      "start": 579.766,
      "end": 580.466,
      "text": "当然",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 210,
      "start": 580.466,
      "end": 583.833,
      "text": "如果你希望进一步增强 Hermes 的推理能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 211,
      "start": 583.833,
      "end": 586.733,
      "text": "也可以给它配置额外的大模型服务",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 212,
      "start": 586.833,
      "end": 590.833,
      "text": "例如利用一些免费额度 API 去处理轻量任务",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 213,
      "start": 590.833,
      "end": 593.666,
      "text": "把复杂推理交给更强的模型；",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 214,
      "start": 593.766,
      "end": 596.866,
      "text": "或者订阅像 ChatGPT 这样的一些服务",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 215,
      "start": 596.866,
      "end": 599.666,
      "text": "让 Hermes 拥有更强的决策能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 216,
      "start": 600.033,
      "end": 602.866,
      "text": "这里还有一个我自己的真实变化",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 217,
      "start": 603.0,
      "end": 606.533,
      "text": "过去我曾经让 Mac mini M4 运行 Hermes",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 218,
      "start": 606.633,
      "end": 609.666,
      "text": "把它作为家里的常驻 Agent 节点",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 219,
      "start": 609.766,
      "end": 610.933,
      "text": "但实际体验下来",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 220,
      "start": 610.933,
      "end": 617.133,
      "text": "一个云端 VPS (+ Gemini Spark)在稳定性、网络可达性和 24 小时运行方面",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 221,
      "start": 617.166,
      "end": 619.933,
      "text": "其实更适合作为 Agent 的“办公室”。",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 222,
      "start": 620.1,
      "end": 623.3,
      "text": "所以我已经把 Mac mini 上的 Hermes 停止运行了",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 223,
      "start": 623.3,
      "end": 625.766,
      "text": "把它迁移到了云端 VPS上了",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 224,
      "start": 625.9,
      "end": 627.866,
      "text": "我的 Mac mini 和 MacBook",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 225,
      "start": 627.9,
      "end": 632.133,
      "text": "现在更多的是承担本地创作、开发和生产任务",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 226,
      "start": 632.166,
      "end": 637.033,
      "text": "而 Hermes 则拥有了一个不会关机、不会离家的云端住所",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 227,
      "start": 637.266,
      "end": 639.533,
      "text": "这也是我想验证的一件事情，就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 228,
      "start": 639.566,
      "end": 643.733,
      "text": "未来个人开发者可能不需要购买昂贵的服务器",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 229,
      "start": 643.766,
      "end": 646.333,
      "text": "也不需要准备一台永远开机的电脑",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 230,
      "start": 646.366,
      "end": 648.433,
      "text": "一个低成本云端节点",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 231,
      "start": 648.433,
      "end": 652.066,
      "text": "就可以成为属于自己的 AI 组织基础设施",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 232,
      "start": 652.066,
      "end": 653.4,
      "text": "刚才你看到的实验",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 233,
      "start": 653.4,
      "end": 655.9,
      "text": "其实没有什么神秘的 Agent 魔法",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 234,
      "start": 656.066,
      "end": 657.266,
      "text": "Spark、Hermes",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 235,
      "start": 657.266,
      "end": 660.066,
      "text": "甚至中间参与讨论的 ChatGPT",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 236,
      "start": 660.1,
      "end": 662.8,
      "text": "它们之所以能够像一个团队一样协作",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 237,
      "start": 662.8,
      "end": 665.233,
      "text": "其实核心只有一个，就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 238,
      "start": 665.233,
      "end": 667.933,
      "text": "它们拥有了一个共同的工作空间",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 239,
      "start": 668.2,
      "end": 668.9,
      "text": "这个空间",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 240,
      "start": 668.9,
      "end": 671.533,
      "text": "成为整个 AI 组织的记忆中心",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 241,
      "start": 671.533,
      "end": 673.8,
      "text": "这里需要强调的一点就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 242,
      "start": 673.8,
      "end": 676.666,
      "text": "Google Drive 本身并不是关键",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 243,
      "start": 676.733,
      "end": 679.333,
      "text": "真正重要的是背后的组织协议",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 244,
      "start": 679.333,
      "end": 679.9,
      "text": "也就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 245,
      "start": 679.9,
      "end": 683.033,
      "text": "让不同 Agent 能够共享同一份历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 246,
      "start": 683.033,
      "end": 686.366,
      "text": "并且理解这些历史为什么产生",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 247,
      "start": 686.6,
      "end": 689.5,
      "text": "这就是我所说的 AI 组织操作系统（Cognitive OS）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 248,
      "start": 689.5,
      "end": 691.033,
      "text": "那很多人可能会问：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 249,
      "start": 691.066,
      "end": 692.9,
      "text": "为什么不直接使用 MCP",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 250,
      "start": 692.9,
      "end": 694.933,
      "text": "让两个 Agent 连接起来呢？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 251,
      "start": 695.2,
      "end": 697.533,
      "text": "实际上，MCP 非常重要",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 252,
      "start": 697.533,
      "end": 699.3,
      "text": "但它解决的是另一个问题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 253,
      "start": 699.6,
      "end": 700.933,
      "text": "MCP 解决的是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 254,
      "start": 700.933,
      "end": 704.7,
      "text": "Agent 如何调用工具和访问外部的能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 255,
      "start": 704.866,
      "end": 706.766,
      "text": "而我现在遇到的问题是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 256,
      "start": 706.8,
      "end": 709.866,
      "text": "多个 Agent 如何共享组织历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 257,
      "start": 710.233,
      "end": 712.733,
      "text": "一个电话可以让两个员工交流",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 258,
      "start": 712.733,
      "end": 715.366,
      "text": "但它不会自动变成公司的档案系统",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 259,
      "start": 715.666,
      "end": 718.433,
      "text": "MCP 更像公司的业务接口",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 260,
      "start": 718.433,
      "end": 724.633,
      "text": "而 Shared Workspace 更像办公室里的会议室、档案库和项目历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 261,
      "start": 724.933,
      "end": 726.933,
      "text": "未来真正强大的 AI 组织",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 262,
      "start": 726.933,
      "end": 728.633,
      "text": "一定需要两者结合",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 263,
      "start": 728.633,
      "end": 729.4,
      "text": "那就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 264,
      "start": 729.4,
      "end": 732.333,
      "text": "Agent 通过 MCP 获得行动能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 265,
      "start": 732.333,
      "end": 735.3,
      "text": "而且通过组织记忆获得连续性",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 266,
      "start": 735.733,
      "end": 737.1,
      "text": "在这个共享空间里",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 267,
      "start": 737.1,
      "end": 739.5,
      "text": "我搭建了一个简单的 AI 董事会",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 268,
      "start": 739.866,
      "end": 741.966,
      "text": "它们可不是三个聊天窗口哦",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 269,
      "start": 742.1,
      "end": 744.0,
      "text": "真正让它们成为一个组织的",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 270,
      "start": 744.0,
      "end": 747.3,
      "text": "是背后的会议记录和决策历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 271,
      "start": 747.6,
      "end": 749.1,
      "text": "现在 AI 最大的问题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 272,
      "start": 749.1,
      "end": 750.666,
      "text": "并不是它不知道答案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 273,
      "start": 750.666,
      "end": 752.266,
      "text": "而是：它知道答案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 274,
      "start": 752.266,
      "end": 755.5,
      "text": "却不知道为什么当初选择了这个答案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 275,
      "start": 755.666,
      "end": 756.933,
      "text": "一个真正的组织",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 276,
      "start": 756.933,
      "end": 759.933,
      "text": "不是靠数据库保存所有文件",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 277,
      "start": 759.933,
      "end": 761.9,
      "text": "而是靠历史去理解：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 278,
      "start": 761.9,
      "end": 763.3,
      "text": "为什么做出这个决定？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 279,
      "start": 763.3,
      "end": 764.9,
      "text": "为什么放弃另一个方案？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 280,
      "start": 764.9,
      "end": 767.833,
      "text": "哪些原则是不能被轻易改变的？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 281,
      "start": 768.133,
      "end": 769.7,
      "text": "所以我真正想解决的",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 282,
      "start": 769.7,
      "end": 772.3,
      "text": "不只是让 AI 保存更多的知识",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 283,
      "start": 772.3,
      "end": 775.533,
      "text": "而是让它保存知识形成的过程",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 284,
      "start": 775.7,
      "end": 778.5,
      "text": "这也是为什么我们加入了：SOPF：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 285,
      "start": 778.666,
      "end": 780.5,
      "text": "自动实时落盘（AutoSave on Reply）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 286,
      "start": 780.5,
      "end": 782.466,
      "text": "它就像 AI 组织里的秘书",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 287,
      "start": 782.733,
      "end": 785.066,
      "text": "人类公司为什么需要秘书呢？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 288,
      "start": 785.233,
      "end": 787.166,
      "text": "不是因为 CEO 不会写字",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 289,
      "start": 787.266,
      "end": 792.7,
      "text": "而是因为一个组织不能依赖某一个人的大脑保存所有历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 290,
      "start": 792.833,
      "end": 796.7,
      "text": "秘书负责记录会议、整理决定、保存上下文",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 291,
      "start": 796.7,
      "end": 800.833,
      "text": "让未来加入的人能够快速理解过去发生了什么",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 292,
      "start": 801.033,
      "end": 802.566,
      "text": "AI 组织也是一样",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 293,
      "start": 802.6,
      "end": 808.433,
      "text": "SOPF 负责把重要的讨论、冲突、和决定自动写入这个文件（99meetingminutes",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 294,
      "start": 808.433,
      "end": 808.633,
      "text": "md）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 295,
      "start": 808.633,
      "end": 812.066,
      "text": "让每一次会议都成为组织记忆的一部分",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 296,
      "start": 812.333,
      "end": 814.966,
      "text": "那为什么采用单文件会议记录呢？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 297,
      "start": 815.266,
      "end": 817.6,
      "text": "因为理解一个长期项目",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 298,
      "start": 817.6,
      "end": 819.466,
      "text": "最重要的不是文件数量",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 299,
      "start": 819.466,
      "end": 821.533,
      "text": "而是时间连续性",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 300,
      "start": 821.7,
      "end": 825.066,
      "text": "比如事情是如何一步一步发展到今天的？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 301,
      "start": 825.066,
      "end": 827.766,
      "text": "为什么当初选择 A，而不是 B？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 302,
      "start": 828.033,
      "end": 828.9,
      "text": "——这些信息",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 303,
      "start": 828.9,
      "end": 831.1,
      "text": "才构成项目的真正的背景",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 304,
      "start": 831.266,
      "end": 832.833,
      "text": "所以这个文件承担的",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 305,
      "start": 832.833,
      "end": 834.933,
      "text": "其实不是普通的日志功能",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 306,
      "start": 834.933,
      "end": 837.133,
      "text": "而是一种情景记忆（Episodic Memory）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 307,
      "start": 837.133,
      "end": 838.4,
      "text": "而在这套协议里",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 308,
      "start": 838.4,
      "end": 840.566,
      "text": "我认为最有价值的设计之一",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 309,
      "start": 840.566,
      "end": 842.566,
      "text": "就是异议日志（Dissent Log）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 310,
      "start": 842.7,
      "end": 844.2,
      "text": "未来 AI 最大的问题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 311,
      "start": 844.2,
      "end": 846.633,
      "text": "可能不是不知道现在发生什么",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 312,
      "start": 846.633,
      "end": 847.433,
      "text": "而是不知道：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 313,
      "start": 847.433,
      "end": 850.066,
      "text": "为什么当初没有选择另一个方向",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 314,
      "start": 850.266,
      "end": 851.4,
      "text": "例如半年后",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 315,
      "start": 851.4,
      "end": 855.433,
      "text": "Hermes 可能建议：“我们应该迁移到 Vector Database",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 316,
      "start": 855.633,
      "end": 858.3,
      "text": "” 但是它查看异议日志（Dissent Log） 之后",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 317,
      "start": 858.3,
      "end": 859.133,
      "text": "它会发现：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 318,
      "start": 859.133,
      "end": 862.466,
      "text": "过去 Auditor Agent 已经提出过这个建议",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 319,
      "start": 862.466,
      "end": 865.6,
      "text": "而当时 CEO 选择继续使用简单方案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 320,
      "start": 865.6,
      "end": 868.766,
      "text": "原因是：当前阶段，简单优先于复杂",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 321,
      "start": 868.866,
      "end": 871.4,
      "text": "未来当规模达到某个条件",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 322,
      "start": 871.4,
      "end": 872.633,
      "text": "再重新评估",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 323,
      "start": 873.033,
      "end": 876.9,
      "text": "这时候 AI 理解的就不只是一个技术选择",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 324,
      "start": 876.9,
      "end": 878.933,
      "text": "而是一套工程哲学",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 325,
      "start": 879.033,
      "end": 880.333,
      "text": "这就是组织文化",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 326,
      "start": 880.7,
      "end": 881.966,
      "text": "其实回头看",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 327,
      "start": 882.066,
      "end": 885.266,
      "text": "这套设计延续了我过去一直探索的问题",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 328,
      "start": 885.266,
      "end": 887.8,
      "text": "就是：个人如何管理知识？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 329,
      "start": 887.8,
      "end": 890.566,
      "text": "AI 如何理解知识之间的关系？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 330,
      "start": 890.6,
      "end": 893.6,
      "text": "组织如何保存自己的决策历史？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 331,
      "start": 893.6,
      "end": 896.866,
      "text": "过去，Obsidian 更关注个人知识组织；",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 332,
      "start": 897.033,
      "end": 901.766,
      "text": "MemGraphRAG 探索的是知识之间如何连接和推理；",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 333,
      "start": 901.8,
      "end": 903.6,
      "text": "而现在，我更关注：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 334,
      "start": 903.6,
      "end": 906.733,
      "text": "一个 AI 组织如何保存自己的经验",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 335,
      "start": 906.833,
      "end": 909.466,
      "text": "因为知识可以复制，但决策历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 336,
      "start": 909.466,
      "end": 911.933,
      "text": "才构成一个组织真正的灵魂",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 337,
      "start": 912.066,
      "end": 913.033,
      "text": "没有这一层",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 338,
      "start": 913.033,
      "end": 915.766,
      "text": "再多 Agent 也只是工具集合",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 339,
      "start": 915.833,
      "end": 916.866,
      "text": "有了这一层",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 340,
      "start": 916.866,
      "end": 919.466,
      "text": "AI 才开始接近一个真正的组织",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 341,
      "start": 919.6,
      "end": 920.3,
      "text": "另外",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 342,
      "start": 920.3,
      "end": 923.733,
      "text": "我还加入了类似 Git Commit 的：SOPE 系统状态快照（State Snapshot）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 343,
      "start": 924.266,
      "end": 929.5,
      "text": "它记录当前系统状态、活跃 Agent、版本信息和核心约束",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 344,
      "start": 929.5,
      "end": 931.7,
      "text": "这样新的 Agent 加入会议室时",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 345,
      "start": 931.7,
      "end": 934.3,
      "text": "不需要重新阅读几万字的历史",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 346,
      "start": 934.3,
      "end": 938.3,
      "text": "而是通过最新状态快照快速理解当前环境",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 347,
      "start": 938.5,
      "end": 940.733,
      "text": "这也是为什么我把这个方向称为：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 348,
      "start": 940.733,
      "end": 942.066,
      "text": "Loop Engineering",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 349,
      "start": 942.333,
      "end": 945.0,
      "text": "目标不是让 AI 完成一次任务",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 350,
      "start": 945.0,
      "end": 949.266,
      "text": "而是让一个系统能够观察自己的状态、记录自己的经验",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 351,
      "start": 949.266,
      "end": 952.933,
      "text": "并在长期运行中不断形成更强的组织能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 352,
      "start": 952.933,
      "end": 955.0,
      "text": "当然，今天这间 AI 会议室",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 353,
      "start": 955.0,
      "end": 956.233,
      "text": "只是一个开始",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 354,
      "start": 956.333,
      "end": 958.9,
      "text": "《Building My Personal AI Company》这个系列",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 355,
      "start": 958.9,
      "end": 961.933,
      "text": "并不是说我要真的开一家 AI 公司",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 356,
      "start": 962.066,
      "end": 964.533,
      "text": "这里的“公司”，更像是一个隐喻",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 357,
      "start": 964.533,
      "end": 965.233,
      "text": "就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 358,
      "start": 965.233,
      "end": 966.6,
      "text": "如果我们普通人",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 359,
      "start": 966.6,
      "end": 968.833,
      "text": "也可以拥有多个 AI Agent",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 360,
      "start": 969.0,
      "end": 972.666,
      "text": "它们有不同职责、共享记忆、持续协作",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 361,
      "start": 972.666,
      "end": 974.133,
      "text": "那么一个人的生产方式",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 362,
      "start": 974.133,
      "end": 976.966,
      "text": "会不会开始接近一个小型组织呢？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 363,
      "start": 977.266,
      "end": 979.933,
      "text": "所以接下来，我想用一系列实验",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 364,
      "start": 979.933,
      "end": 983.433,
      "text": "去测试一个 AI 组织到底需要哪些能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 365,
      "start": 983.666,
      "end": 984.466,
      "text": "这一集呢",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 366,
      "start": 984.466,
      "end": 986.4,
      "text": "我们建立了第一间 AI 会议室",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 367,
      "start": 986.4,
      "end": 987.533,
      "text": "测试的问题是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 368,
      "start": 987.533,
      "end": 990.633,
      "text": "两个原本无法直接通信的智能体",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 369,
      "start": 990.633,
      "end": 993.633,
      "text": "能不能共享历史、理解过去的决定",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 370,
      "start": 993.633,
      "end": 995.9,
      "text": "并像团队成员一样继续协作？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 371,
      "start": 995.9,
      "end": 996.433,
      "text": "答案",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 372,
      "start": 996.433,
      "end": 1000.366,
      "text": "就是今天你看到的 Spark + Hermes AI 董事会",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 373,
      "start": 1000.6,
      "end": 1001.533,
      "text": "那下一集",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 374,
      "start": 1001.533,
      "end": 1004.3,
      "text": "我们会给 AI 接入真正的工程能力",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 375,
      "start": 1004.3,
      "end": 1006.9,
      "text": "通过 Claude Code + ECC（Engineering Command Center）",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 376,
      "start": 1007.066,
      "end": 1010.2,
      "text": "测试 AI 是否不仅能够讨论代码",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 377,
      "start": 1010.2,
      "end": 1012.6,
      "text": "而是可以真正参与软件开发：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 378,
      "start": 1012.6,
      "end": 1017.566,
      "text": "像阅读项目、修改代码、运行测试、修复问题这些",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 379,
      "start": 1017.733,
      "end": 1019.433,
      "text": "第三集我们会探讨：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 380,
      "start": 1019.433,
      "end": 1022.133,
      "text": "AI 能不能建立自己的情报网络？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 381,
      "start": 1022.233,
      "end": 1025.066,
      "text": "因为一个组织不能只等待信息",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 382,
      "start": 1025.266,
      "end": 1026.233,
      "text": "那下一阶段",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 383,
      "start": 1026.233,
      "end": 1028.9,
      "text": "我们会让 AI 拥有自己的情报部门：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 384,
      "start": 1028.9,
      "end": 1031.733,
      "text": "通过 OmniHunter + Knowledge Graph",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 385,
      "start": 1031.8,
      "end": 1037.333,
      "text": "让 AI 持续追踪代码、论文、博客以及开放网络中的重要信息",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 386,
      "start": 1037.333,
      "end": 1039.166,
      "text": "并形成自己的知识地图",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 387,
      "start": 1039.4,
      "end": 1041.366,
      "text": "那在第四集我们会探讨：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 388,
      "start": 1041.4,
      "end": 1044.166,
      "text": "AI 能不能形成长期知识体系？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 389,
      "start": 1044.266,
      "end": 1045.733,
      "text": "知道信息还不够",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 390,
      "start": 1045.733,
      "end": 1048.3,
      "text": "真正的组织，需要积累经验",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 391,
      "start": 1048.466,
      "end": 1049.433,
      "text": "那在这一集",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 392,
      "start": 1049.433,
      "end": 1052.533,
      "text": "我们会探索 MemGraphRAG、Obsidian",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 393,
      "start": 1052.533,
      "end": 1054.866,
      "text": "以及更复杂的知识结构",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 394,
      "start": 1054.933,
      "end": 1057.3,
      "text": "让 AI 的记忆从简单文件",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 395,
      "start": 1057.3,
      "end": 1061.533,
      "text": "逐渐变成可以检索、可以关联和可以推理的知识网络",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 396,
      "start": 1061.7,
      "end": 1063.866,
      "text": "那在第五集，也就是最后一集",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 397,
      "start": 1063.866,
      "end": 1064.9,
      "text": "我们会探讨：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 398,
      "start": 1064.9,
      "end": 1067.333,
      "text": "AI 能不能形成自己的协作网络？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 399,
      "start": 1067.4,
      "end": 1070.3,
      "text": "我们会继续探索 Hermes AgentMesh：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 400,
      "start": 1070.433,
      "end": 1074.466,
      "text": "让不同设备、不同服务器、不同云端 Agent",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 401,
      "start": 1074.466,
      "end": 1078.266,
      "text": "形成一个更加完整的个人 AI 协作网络",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 402,
      "start": 1078.533,
      "end": 1080.933,
      "text": "那这套系列真正想探索的",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 403,
      "start": 1080.933,
      "end": 1083.2,
      "text": "并不是“我用了多少 AI 工具”。",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 404,
      "start": 1083.2,
      "end": 1085.333,
      "text": "而是一个更大的问题，就是：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 405,
      "start": 1085.333,
      "end": 1087.466,
      "text": "当 AI 从一个聊天窗口",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 406,
      "start": 1087.466,
      "end": 1092.833,
      "text": "逐渐变成多个拥有职责、记忆和反馈循环的智能体时",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 407,
      "start": 1092.9,
      "end": 1094.333,
      "text": "一个人的工作方式",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 408,
      "start": 1094.333,
      "end": 1097.5,
      "text": "会不会开始出现类似组织的形态？",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 409,
      "start": 1097.733,
      "end": 1101.033,
      "text": "我不知道 AI 公司时代是否真的已经开始",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 410,
      "start": 1101.033,
      "end": 1102.6,
      "text": "但我想亲自验证：",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 411,
      "start": 1102.6,
      "end": 1103.933,
      "text": "一个普通开发者",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 412,
      "start": 1103.933,
      "end": 1108.366,
      "text": "今天到底能不能搭建属于自己的第一个 AI 组织",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 413,
      "start": 1108.433,
      "end": 1110.233,
      "text": "好的，今天的视频我们就先聊到这里",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 414,
      "start": 1110.233,
      "end": 1111.933,
      "text": "感谢观看，我们下期再见！",
      "source": "source_caption",
      "timing_uncertain": false
    }
  ]
}