{
  "text": "过去一年,我们一直在训练AI,变得越来越聪明。但有一个奇怪的现象就是,单个AI的能力确实是越来越强了,但不同AI之间却依然像隔着一堵墙。不是因为它们没有交流能力,而是因为今天的大多数AI产品都被设计成独立的系统。\n它们有不同的平台\n不同的数据边界\n不同的运行环境\n但却没有一个天然共享的组织空间\n当然\n你可以通过API把不同的模型连接起来\n但对于个人用户来说\n一旦想让Agent24小时运行\n持续调用模型\n那API的费用很快就会成为一个现实问题\n而包裕的拆窗口虽然很便宜\n很好用\n但它们通常还是一个一个孤立的智能体\n所以一个运行在云端的AI\n和另一个运行在你私人服务器上的AI\n并不会像两个同事一样\n自然进入同一个会议室来协作\n最近Google JamLab Pro用户开放了Spark智能体\n我用了几天之后\n一个最大的感受就是\n它不像普通的JamLab聊天窗口\n当你给它一个复杂任务时\n它会主动的拆解问题\n寻找资料\n不断修正自己的答案\n甚至让我觉得\n它已经非常接近一个真正的智能助手\n而有意思的是\n这种体验和我一直使用的Hermis Agent\n有一种相似之处\n就是他们都不是简单等待指令\n而是在目标驱动下主动推进任务\n而且最爽的一点是\n以前如果想让Hermis\n这样用类似Gemlite的能力\n通常需要通过API接入\n然后还要考虑Token消耗和账单问题\n而现在订阅用户就可以直接体验了\n那种感觉有一点像\n终于不用担心账单\n可以放心好谷歌的羊毛了\n但是很快我就遇到了一个更有意思的问题\n就是如果Spark那么强\n那我不属在hostinger VPS上\n24小时运行的Hermes呢\n为什么他们不能一起工作呢\n为什么一个在Google云端\n一个在我的hostinger VPS上的AI\n他们之间还是隔着一堵墙呢\n以前我的解决方法非常原始\n就是手动复制粘贴\n再复制再粘贴\n我必须做人肉搬一工\n把Spark的思考\n搬给Hermes\n再把Hermes的回复搬回来\n这显然不是一个好方法\n我突然想到了我管理过的公司\n在公司里\n员工不会靠CEO\n每天复制邮件传递信息\n他们有办公室\n有会议\n有文档\n有历史\n所以最近\n我尝试做了一件事情\n就是给AI建了一间会议室\n我想验证一个非常简单的问题\n就是如果两个原本无法直接通信的智能体\n拥有了同一个共享空间\n它们能不能真正形成协作呢\n为了测试这件事情\n我做了一个非常简单的实验\n我打开Spark开始了一轮正常讨论\n讨论过程中\n我又像平时一样\n把一个新的想法交给外部顾问拆GPT\n请他提供第三方意见\n对我来说\n这种模式其实非常自然\n因为不同模型有不同的特点\n有时候我会让一个模型来提出方案\n再让另一个模型来负责挑战和审查\n所以接下来\n我把ChaiGPT的建议带回Spark\n继续进行了几轮讨论\n整个过程其实很普通\n这就是我平时和多个AI模型\n进行交流的方式\n但是真正有意思的部分来了\n接下来我打开Hermis的新对话窗口\n注意我没有告诉他前面发生了什么\n没有复制聊天记录\n没有重新解释背景\n我只输入了一句话\n进入会议室了解一下刚才关于这个问题的讨论\n然后你可以看到他的回复\n他不仅知道Spark之前讨论了什么\n还知道中间有一个外部顾问ChadGPT参与\n甚至理解了ChadGPT提出的建议和整个讨论的发展过程\n接下来我又回到了Spark窗口\n我告诉他\nHermes刚刚参加了会议\n你总结一下他提出的几个值得考虑的方向\n你可以看到Spark没有要求我重新介绍Hermes\n也没有让我复制Hermes的回复\n他直接继续了这场会议\n就像两个员工进入了同一个会议室\n然后继续讨论\n而这次实验真正验证的\n并不是Spark或者Hermes每一个智能体更聪明\n因为今天的大模型已经足够强大了\n真正的问题是当多个智能体开始工作的时候\n他们能不能拥有共同的历史\n人类组织之所以能够协作\n并不是因为员工聪明\n更重要的是\n他们享受同一个办公室\n同一套流程\n同一份会议记录\n以及过去所有决定留下来的历史\n而这一次我第一次看到\n两个运行在不同地方的AI\n一个在Google云端\n一个在我的Hostinger VPS服务器上\n开始像同一个组织里的成员一样协作起来\n过去我们把AI当成工具\n而现在我开始尝试让AI形成组织\n欢迎回到All Insight\n在继续今天的视频之前\n我想先感谢一直支持这个频道朋友\n我知道还有不少观看我视频的朋友\n还没有订阅频道\n如果你觉得我的内容对你有所帮助\n欢迎订阅我的频道\n并点赞分享我的视频\n也欢迎加入我的频道会员\n每月一杯咖啡的钱\n不仅是对我的支持\n也会帮助我继续制作\n更多关于AI 智能体和未来技术方向的深度内容\n好的 接下来进入今天的主题\n如果今天你只有一个人\n那你仍然可以拥有一个程序员\n一个架构师 一个审计专家\n而且他们不是三个孤立的聊天窗口\n而是共享同一份组织记忆\n知道过去做过什么决定\n为什么做出这个决定\n那你觉得这还只是一个AI工具吗\n过去公司需要通过招聘员工来组成团队\n每个人有自己的岗位\n有固定的职责\n有会议记录\n有项目历史\n而现在我们普通人完全可以尝试\n用不同的方式构建属于自己的AI组织\n在搭建这套系统之前\n我思考了一个很久的问题就是\nAI如果要成为组织\n它首先需要一个不会消失的办公室\n对于个人开发者来说\n这个办公室必须得便宜\n要24小时在线稳定有固定身份\n那我们人类员工入职公司时\n会有工位邮箱会议记录历史档案\n但今天的大部分AI agent\n即使拥有自己的记忆\n也往往只是保存自己的上下文\n而不是整个组织共同形成的历史\n他们知道自己做过什么\n却不知道整个团队为什么这么决定\n真正的问题不是让AI记住更多信息\n而是让一个AI组织拥有持续的历史\n共享的经验和可追溯的决策过程\n我想解决的核心问题不是让AI更聪明\n而是给AI建立一个固定物理住所\n加上一套组织记忆系统\n我想让Agent拥有24小时常驻运行的服务器生命\n但我遇到了三个难题\n第一 直接调API的按量气费成本和轮巡焦虑\n高频上下文轮询和代码分析\n如果每个request都走API按token计费\n阅读账单会带来巨大的不确定性\n第二\n不同agent之间缺少共享上下文和组织历史\n每个agent可能都有自己的记忆能力\n但他们并不知道另一个agent为什么做出某个决定\n也无法自动继承彼此之间的讨论过程\n最开始\nSpark和Hermes之间没有共享空间\n我只能\n最開始,Spark和Hermes之間沒有共享空間,我只能充當人工中轉戰,在兩個智能體之間不斷複製黏貼轉述上下文。\n這種方式不僅低效,也讓整個協作過程失去了連續性。\n第三个难题是服务器选型与长期运行成本\n对于个人开发者和实验项目来说\n最大的成本压力往往不是第一次部署\n而是长期运行\n传统大厂云服务通常采用按量机费模式\n当agent开始24小时运行\n频繁调用模型和同步数据的时候\n成本就很容易变得不可预测\n所以我选择了一台轻量级VPS\n作为Hermes的长期住所\n比如我现在使用的\nHostinger KVM2 VPS节点\n它更像是一个永远在线的办公室\n而不是一次性的计算资源\n我们来算一笔账\n8.79美金的VPS\n加上19.99美金的GemLab Pro订阅\n等于每月不到30美元\n那么在合理使用范围内\n你就已经可以拥有一个\n7×24小时在线的\n个人AI agent的基础设施\n而且不需要承担传统API\n按Token计费带来的不确定性\n那如果你也想尝试搭建自己的\n个人AI Agent的基础设施\n我这次合作的Hostinger\n提供了一个频道专属优惠\n使用我的专属优惠码All Insight\n可以获得额外10%的折扣\n链接我会放在视频简介的最上方\n以及评论期的置顶位置\n在存储方面\nGoogle Drive提供了足够大的共享空间\n作为AI组织的sheld workspace\n当然如果你希望进一步增强Hermes的推理能力\n也可以给它配置额外的大模型服务\n例如利用一些免费额读API去处理轻量任务\n把复杂推理交给更强的模型\n或者订阅像ChattieT这样的一些服务\n让Hermes拥有更强的决策能力\n这里还有一个我自己的真实变化\n过去我曾经让Mac mini M4运行Hermes\n把它作为家里的常驻agent的节点\n但实际体验下来\n一个云端VPS在稳定性\n网络可达性和24小时运行方面\n其实更适合作为agent的办公室\n所以我已经把Mac mini上的Hermes停止运行了\n把它迁移到了云端VPS上了\n我的Mac mini和MacBook\n现在更多的是承担本地创作\n开发和生产任务\n而Hermes则拥有了一个\n不会关机不会离家的云端住所\n这也是我想验证的一件事情\n就是未来个人开发者\n可能不需要购买昂贵的服务器\n也不需要准备一台永远开机的电脑\n一个低成本云端节点\n就可以成为属于自己的AI组织基础设施\n刚才你看到的实验\n其实没有什么神秘的agent的魔法\nSpark、Hermes甚至中间参与讨论的ChagPT\n他们之所以能够像一个团队一样协作\n其实核心只有一个\n就是他们拥有了一个共同的工作空间\n这个空间成为整个AI组织的记忆中心\n这里需要强调一点就是\nGoogle Drive本身并不是关键\n真正重要的是背后的组织协议\n也就是让不同agent能够共享同一份历史\n并且理解这些历史为什么产生\n这就是我说的AI组织操作系统\n很多人可能会问\n为什么不直接属于MCP\n让两个agent连接起来呢\n实际上\nMCP非常重要\n但它解决的是另一个问题\nMCP解决的是\nagent如何调用工具和访问外部的能力\n而我现在遇到的问题是\n多个agent如何共享组织历史\n一个电话可以让两个员工交流\n但它不会自动变成公司的答案系统\nMCP更像公司的业务接口\n而Shield Workspace\n更像办公室里的会议室 档案库和项目历史\n未来真正强大的AI组织一定需要两者结合\n那就是Agent通过MCP获得行动能力\n而且通过组织记忆获得连续性\n在这个共享空间里\n我搭建了一个简单的AI董事会\n他们可不是三个聊天窗口\n真正让他们成为一个组织的\n是背后的会议记录和决策历史\n现在AI最大的问题\n并不是他不知道答案\n而是他知道答案\n却不知道为什么当初选择了这个答案\n一个真正的组织\n不是靠数据库保存所有文件\n而是靠历史去理解\n为什么做出这个决定\n为什么放弃另一个方案\n哪些原则是不能被轻易改变的\n所以我真正想解决的\n不是让AI保存更多的知识\n而是让它保存知识形成的过程\n这也是为什么我们加入了\nSOPF自动实施落盘\n它就像AI组织里的秘书\n人类公司为什么需要秘书呢\n不是因为CEO不会写字\n而是因为一个组织\n不能依赖某一个人的大脑保存所有历史\n秘书负责记录会议\n整理决定\n保存上下文\n让未来加入的人能够快速理解过去发生了什么\nAI组织也是一样\nSOPF负责把重要的讨论冲突和决定\n自动写入这个文件\n让每一次会议都成为组织记忆的一部分\n那为什么采用单文圈会议记录呢\n因为理解一个长期项目\n最重要的不是文件数量\n而是时间连续性\n比如事情是如何一步一步发展到今天的\n为什么当初选择A而不是B\n这些信息才构成项目的真正的背景\n所以这个文件承担的\n其实不是普通的日志功能\n而是一种情景记忆\n而在这套协议里\n我认为最有价值的设计之一就是异议日志\n未来AI最大的问题\n可能不是不知道现在发生什么\n而是不知道为什么当初没有选择另一个方向\n例如半年之后\nHermes可能建议\n我们应该迁移到Vector Database\n但是他查看异议日志之后\n他会发现\n过去Audit Agent已经提出过这个建议\n而当时CEO选择继续使用简单方案\n原因是当前阶段简单优异复杂\n未来当规模达到某个条件时再重新评估\n这时候AI理解的就不只是一个技术选择\n而是一套工程哲学\n这就是组织文化\n其实回头看\n这套设计延续了我过去一直探索的问题\n就是个人如何管理知识\nAI如何理解知识之间的关系\n组织如何保存自己的决策历史\n过去Obsidian更关注个人知识组织\nMemGraph Reg探索的是知识之间如何连接和推理\n而现在我更关注一个AI组织如何保存自己的经验\n因为确实可以复制\n但决策历史才构成一个组织真正的灵魂\n没有这一层再多agent的也只是工具集合\n有了这一层\nAI才开始接近一个真正的组织\n另外我还加入了类似Gate Comet的S.O.P.E\n它记录当前系统状态\n活跃agent 版本信息和核心约束\n这样新的agent加入会议室时\n這樣新的agent加入會議室時,不需要重新閱讀幾萬次的歷史,而是通過最新狀態快照,快速理解當前環境。\n這也是為什麼我把這個方向稱為loop engineering。目標不是讓AI完成一次任務,\n而是让一个系统能够观察自己的状态\n记录自己的经验\n并在长期运行中不断形成更强的组织能力\n当然今天这间AI会议室只是一个开始\nBuilding my personal AI company这个系列\n并不是说我要真的开一间AI公司\n这里的公司更像是一个隐喻\n就是如果我们普通人也可以拥有多个AI agent\n他们有不同职责\n共享技艺持续协作\n那么一个人的生产方式会不会开始接近一个小型组织呢\n所以接下来我想用一系列实验去测试一个AI组织\n到底需要哪些能力\n这一集我们建立了第一件AI会议室\n测试的问题是两个原本无法直接通信的职能体\n能不能共享历史理解过去的决定\n并像团队成员一样继续协作\n答案就是今天你看到的Spark加上Hermes AI董事会\n下一集我们会给AI介入真正的工程能力\n通过Cloud Code加上VCC\n测试AI是否不仅能够讨论代码\n而是可以真正参与软件开发\n像阅读项目 修改代码 运行测试 修复问题这些\n第三集我们会探讨AI能不能建立自己的情报网络\n因为一个组织不能只等待信息\n下一阶段我们会让AI拥有自己的情报部门\n通过OmniHunter加上Knowledge Graph\n让AI持续追踪代码论文博客\n以及开放网络中的重要信息\n并形成自己的知识地图\n在第四集我们会探讨\nAI能不能形成长期知识体系\n知道信息还不够\n真正的组织需要积累经验\n在这一集我们会探索MemGraph Reg\nObsidian以及更复杂的知识结构\n让AI的记忆从简单文件\n逐步变成可以检索\n可以关联和可以推理的知识网络\n那在第五集\n也就是最后一集\n我们会探讨AI能不能形成自己的协作网络\n我们会继续探索Hermes Agent Math\n让不同设备\n不同服务器\n不同云端Agent\n形成一个更加完整的个人AI协作网络\n那这一套系列真正想探索的\n并不是我用了多少AI工具\n而是一个更大的问题\n就是当AI从一个聊天窗口\n逐渐变成多个拥有职责\n记忆和反馈循环的智能体势\n一个人的工作方式\n会不会开始出现类似组织的形态\n我不知道AI公司时代\n是否真的已经开始\n但我想亲自验证一个普通开发者\n今天到底能不能搭建属于\n自己的第一个AI组织\n今天的视频我们就先聊到这里\n感谢观看\n我们下期再见",
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      "text": "过去一年,我们一直在训练AI,变得越来越聪明。但有一个奇怪的现象就是,单个AI的能力确实是越来越强了,但不同AI之间却依然像隔着一堵墙。不是因为它们没有交流能力,而是因为今天的大多数AI产品都被设计成独立的系统。",
      "chunk": 0,
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      "end": 22.28,
      "text": "它们有不同的平台",
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      "end": 23.58,
      "text": "不同的数据边界",
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      "end": 25.0,
      "text": "不同的运行环境",
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      "end": 28.4,
      "text": "但却没有一个天然共享的组织空间",
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      "text": "当然",
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      "text": "你可以通过API把不同的模型连接起来",
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      "text": "一旦想让Agent24小时运行",
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      "text": "持续调用模型",
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      "text": "而包裕的拆窗口虽然很便宜",
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      "text": "很好用",
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      "text": "但它们通常还是一个一个孤立的智能体",
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      "start": 52.56,
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      "start": 57.18,
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      "text": "最近Google JamLab Pro用户开放了Spark智能体",
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      "text": "我用了几天之后",
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      "text": "当你给它一个复杂任务时",
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      "start": 74.34,
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      "text": "寻找资料",
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      "start": 75.36,
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      "text": "不断修正自己的答案",
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      "start": 77.44,
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      "text": "甚至让我觉得",
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      "start": 78.44,
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      "text": "它已经非常接近一个真正的智能助手",
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      "text": "这种体验和我一直使用的Hermis Agent",
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      "start": 86.2,
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      "text": "有一种相似之处",
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      "text": "而且最爽的一点是",
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      "text": "这样用类似Gemlite的能力",
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      "start": 101.96,
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      "text": "那种感觉有一点像",
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      "text": "终于不用担心账单",
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      "text": "可以放心好谷歌的羊毛了",
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      "text": "但是很快我就遇到了一个更有意思的问题",
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      "text": "那我不属在hostinger VPS上",
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      "start": 123.86,
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      "start": 130.46,
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      "text": "他们之间还是隔着一堵墙呢",
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      "start": 136.0,
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      "start": 138.24,
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      "start": 139.78,
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      "start": 144.28,
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      "text": "这显然不是一个好方法",
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      "start": 148.44,
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      "text": "我突然想到了我管理过的公司",
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      "start": 152.32,
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      "text": "员工不会靠CEO",
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      "start": 153.7,
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      "text": "每天复制邮件传递信息",
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      "start": 155.8,
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      "text": "他们有办公室",
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      "start": 157.32,
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      "start": 158.18,
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      "text": "有文档",
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      "start": 159.06,
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      "text": "有历史",
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      "start": 162.42,
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      "start": 171.84,
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      "text": "拥有了同一个共享空间",
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      "text": "它们能不能真正形成协作呢",
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      "start": 176.6,
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      "text": "为了测试这件事情",
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      "text": "我做了一个非常简单的实验",
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      "text": "我打开Spark开始了一轮正常讨论",
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      "text": "讨论过程中",
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      "text": "我又像平时一样",
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      "start": 186.38,
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      "text": "把一个新的想法交给外部顾问拆GPT",
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      "text": "请他提供第三方意见",
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      "text": "对我来说",
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      "text": "这种模式其实非常自然",
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      "text": "因为不同模型有不同的特点",
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      "start": 199.64,
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      "text": "再让另一个模型来负责挑战和审查",
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      "text": "所以接下来",
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      "text": "我把ChaiGPT的建议带回Spark",
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      "text": "继续进行了几轮讨论",
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      "text": "整个过程其实很普通",
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      "text": "这就是我平时和多个AI模型",
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      "start": 213.26,
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      "text": "进行交流的方式",
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      "text": "但是真正有意思的部分来了",
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      "text": "接下来我打开Hermis的新对话窗口",
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      "text": "注意我没有告诉他前面发生了什么",
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      "text": "没有复制聊天记录",
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    {
      "start": 227.92,
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      "text": "进入会议室了解一下刚才关于这个问题的讨论",
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      "text": "然后你可以看到他的回复",
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      "start": 240.5,
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      "start": 251.0,
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      "text": "你总结一下他提出的几个值得考虑的方向",
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      "text": "他直接继续了这场会议",
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      "text": "就像两个员工进入了同一个会议室",
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      "text": "然后继续讨论",
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      "text": "并不是Spark或者Hermes每一个智能体更聪明",
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      "text": "他们能不能拥有共同的历史",
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      "text": "人类组织之所以能够协作",
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      "text": "并不是因为员工聪明",
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      "text": "他们享受同一个办公室",
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    {
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      "text": "同一套流程",
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      "text": "同一份会议记录",
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      "text": "以及过去所有决定留下来的历史",
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      "text": "而这一次我第一次看到",
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      "text": "两个运行在不同地方的AI",
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    {
      "start": 300.12,
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      "text": "一个在Google云端",
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      "text": "一个在我的Hostinger VPS服务器上",
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      "start": 304.5,
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      "text": "开始像同一个组织里的成员一样协作起来",
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      "text": "过去我们把AI当成工具",
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      "start": 310.42,
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      "text": "而现在我开始尝试让AI形成组织",
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    {
      "start": 314.32,
      "end": 315.94,
      "text": "欢迎回到All Insight",
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      "start": 315.94,
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      "text": "在继续今天的视频之前",
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    {
      "start": 317.94,
      "end": 320.72,
      "text": "我想先感谢一直支持这个频道朋友",
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      "start": 320.72,
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      "text": "我知道还有不少观看我视频的朋友",
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      "text": "还没有订阅频道",
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    {
      "start": 324.6,
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      "text": "如果你觉得我的内容对你有所帮助",
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      "text": "并点赞分享我的视频",
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      "text": "也欢迎加入我的频道会员",
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      "start": 332.24,
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      "text": "每月一杯咖啡的钱",
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      "text": "不仅是对我的支持",
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      "start": 335.78,
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      "text": "也会帮助我继续制作",
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      "start": 337.74,
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      "text": "更多关于AI 智能体和未来技术方向的深度内容",
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      "start": 342.48,
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      "text": "好的 接下来进入今天的主题",
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      "start": 345.1,
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      "start": 350.08,
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      "start": 352.04,
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      "text": "而且他们不是三个孤立的聊天窗口",
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      "start": 364.7,
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      "start": 368.84,
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      "start": 370.6,
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      "text": "有固定的职责",
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      "start": 371.84,
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      "start": 372.86,
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      "text": "有项目历史",
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      "start": 373.9,
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      "start": 377.52,
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      "text": "用不同的方式构建属于自己的AI组织",
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      "start": 383.28,
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    {
      "start": 394.42,
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      "text": "要24小时在线稳定有固定身份",
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      "start": 400.1,
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      "start": 422.12,
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      "start": 425.42,
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      "text": "共享的经验和可追溯的决策过程",
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      "start": 432.4,
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      "text": "而是给AI建立一个固定物理住所",
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    {
      "start": 435.82,
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      "text": "加上一套组织记忆系统",
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      "text": "我想让Agent拥有24小时常驻运行的服务器生命",
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      "start": 443.12,
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      "start": 449.42,
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      "text": "高频上下文轮询和代码分析",
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      "start": 452.16,
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      "text": "如果每个request都走API按token计费",
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      "start": 455.88,
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      "text": "阅读账单会带来巨大的不确定性",
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      "start": 459.02,
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      "text": "第二",
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    {
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      "text": "不同agent之间缺少共享上下文和组织历史",
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      "start": 464.02,
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      "text": "每个agent可能都有自己的记忆能力",
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      "start": 467.44,
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      "text": "但他们并不知道另一个agent为什么做出某个决定",
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      "start": 471.1,
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      "text": "也无法自动继承彼此之间的讨论过程",
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      "start": 474.8,
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      "text": "最开始",
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    {
      "start": 475.84,
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      "text": "Spark和Hermes之间没有共享空间",
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      "start": 478.9,
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      "text": "我只能",
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      "start": 486.08,
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      "text": "這種方式不僅低效,也讓整個協作過程失去了連續性。",
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    {
      "start": 502.4,
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      "text": "而是长期运行",
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      "avg_logprob": -0.08860485463202754,
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    {
      "start": 504.12,
      "end": 508.12,
      "text": "传统大厂云服务通常采用按量机费模式",
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      "language": "zh",
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      "no_speech_prob": 1.1639842735500228e-11,
      "compression_ratio": 1.21160409556314
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    {
      "start": 508.12,
      "end": 510.8,
      "text": "当agent开始24小时运行",
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      "avg_logprob": -0.08860485463202754,
      "no_speech_prob": 1.1639842735500228e-11,
      "compression_ratio": 1.21160409556314
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    {
      "start": 510.8,
      "end": 513.86,
      "text": "频繁调用模型和同步数据的时候",
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      "language": "zh",
      "avg_logprob": -0.08860485463202754,
      "no_speech_prob": 1.1639842735500228e-11,
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    {
      "start": 513.86,
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      "text": "成本就很容易变得不可预测",
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    {
      "start": 516.68,
      "end": 519.52,
      "text": "所以我选择了一台轻量级VPS",
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      "no_speech_prob": 1.1639842735500228e-11,
      "compression_ratio": 1.21160409556314
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    {
      "start": 519.52,
      "end": 521.6,
      "text": "作为Hermes的长期住所",
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      "avg_logprob": -0.10737341642379761,
      "no_speech_prob": 1.746701741578427e-11,
      "compression_ratio": 1.1329113924050633
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    {
      "start": 521.6,
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      "text": "比如我现在使用的",
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    {
      "start": 522.88,
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      "text": "Hostinger KVM2 VPS节点",
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      "avg_logprob": -0.10737341642379761,
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    {
      "start": 525.3,
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      "text": "它更像是一个永远在线的办公室",
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      "avg_logprob": -0.10737341642379761,
      "no_speech_prob": 1.746701741578427e-11,
      "compression_ratio": 1.1329113924050633
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    {
      "start": 528.12,
      "end": 530.1,
      "text": "而不是一次性的计算资源",
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      "avg_logprob": -0.10737341642379761,
      "no_speech_prob": 1.746701741578427e-11,
      "compression_ratio": 1.1329113924050633
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    {
      "start": 530.1,
      "end": 531.54,
      "text": "我们来算一笔账",
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    {
      "start": 531.54,
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      "text": "8.79美金的VPS",
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    {
      "start": 533.62,
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      "text": "加上19.99美金的GemLab Pro订阅",
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      "no_speech_prob": 1.746701741578427e-11,
      "compression_ratio": 1.1329113924050633
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    {
      "start": 537.0,
      "end": 539.22,
      "text": "等于每月不到30美元",
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      "no_speech_prob": 1.746701741578427e-11,
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    {
      "start": 539.22,
      "end": 541.46,
      "text": "那么在合理使用范围内",
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    {
      "start": 541.46,
      "end": 543.3,
      "text": "你就已经可以拥有一个",
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    {
      "start": 543.3,
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      "text": "7×24小时在线的",
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      "avg_logprob": -0.10737341642379761,
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      "compression_ratio": 1.1329113924050633
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    {
      "start": 545.5,
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      "text": "个人AI agent的基础设施",
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    {
      "start": 547.58,
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      "text": "而且不需要承担传统API",
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    {
      "start": 550.58,
      "end": 553.04,
      "text": "按Token计费带来的不确定性",
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      "compression_ratio": 1.152492668621701
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    {
      "start": 553.04,
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      "text": "那如果你也想尝试搭建自己的",
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      "no_speech_prob": 1.2953362341083796e-11,
      "compression_ratio": 1.152492668621701
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    {
      "start": 555.98,
      "end": 557.94,
      "text": "个人AI Agent的基础设施",
      "chunk": 1,
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      "start": 557.94,
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      "text": "我这次合作的Hostinger",
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    {
      "start": 559.88,
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      "text": "提供了一个频道专属优惠",
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      "no_speech_prob": 1.2953362341083796e-11,
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    {
      "start": 561.96,
      "end": 564.42,
      "text": "使用我的专属优惠码All Insight",
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      "no_speech_prob": 1.2953362341083796e-11,
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    {
      "start": 564.42,
      "end": 567.12,
      "text": "可以获得额外10%的折扣",
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      "no_speech_prob": 1.2953362341083796e-11,
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    {
      "start": 567.12,
      "end": 569.86,
      "text": "链接我会放在视频简介的最上方",
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    {
      "start": 569.86,
      "end": 572.48,
      "text": "以及评论期的置顶位置",
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      "no_speech_prob": 1.2953362341083796e-11,
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    {
      "start": 572.48,
      "end": 573.76,
      "text": "在存储方面",
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    {
      "start": 573.76,
      "end": 576.68,
      "text": "Google Drive提供了足够大的共享空间",
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      "no_speech_prob": 1.2953362341083796e-11,
      "compression_ratio": 1.152492668621701
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    {
      "start": 576.68,
      "end": 579.08,
      "text": "作为AI组织的sheld workspace",
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      "avg_logprob": -0.13303954426835224,
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      "compression_ratio": 1.2018633540372672
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    {
      "start": 579.08,
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      "text": "当然如果你希望进一步增强Hermes的推理能力",
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      "no_speech_prob": 1.2019826106657305e-11,
      "compression_ratio": 1.2018633540372672
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    {
      "start": 583.62,
      "end": 586.82,
      "text": "也可以给它配置额外的大模型服务",
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      "no_speech_prob": 1.2019826106657305e-11,
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    {
      "start": 586.82,
      "end": 590.62,
      "text": "例如利用一些免费额读API去处理轻量任务",
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      "no_speech_prob": 1.2019826106657305e-11,
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    {
      "start": 590.62,
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      "text": "把复杂推理交给更强的模型",
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    {
      "start": 593.4,
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      "text": "或者订阅像ChattieT这样的一些服务",
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      "avg_logprob": -0.13303954426835224,
      "no_speech_prob": 1.2019826106657305e-11,
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    {
      "start": 596.68,
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      "text": "让Hermes拥有更强的决策能力",
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    {
      "start": 599.42,
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      "text": "这里还有一个我自己的真实变化",
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      "text": "过去我曾经让Mac mini M4运行Hermes",
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    {
      "start": 606.28,
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      "text": "把它作为家里的常驻agent的节点",
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    {
      "start": 609.42,
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      "text": "但实际体验下来",
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    {
      "start": 611.0,
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      "text": "一个云端VPS在稳定性",
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    {
      "start": 613.68,
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      "text": "网络可达性和24小时运行方面",
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    {
      "start": 616.92,
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      "text": "其实更适合作为agent的办公室",
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    {
      "start": 619.68,
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      "text": "所以我已经把Mac mini上的Hermes停止运行了",
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    {
      "start": 623.04,
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      "text": "把它迁移到了云端VPS上了",
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      "start": 625.56,
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      "text": "我的Mac mini和MacBook",
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    {
      "start": 627.6,
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      "text": "现在更多的是承担本地创作",
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      "start": 630.42,
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      "text": "开发和生产任务",
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    {
      "start": 631.98,
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      "text": "而Hermes则拥有了一个",
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    {
      "start": 634.02,
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      "text": "不会关机不会离家的云端住所",
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      "avg_logprob": -0.08922382990519205,
      "no_speech_prob": 1.6823771542551214e-11,
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    {
      "start": 637.1,
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      "text": "这也是我想验证的一件事情",
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    {
      "start": 638.78,
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      "text": "就是未来个人开发者",
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    {
      "start": 640.98,
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      "text": "可能不需要购买昂贵的服务器",
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      "avg_logprob": -0.08922382990519205,
      "no_speech_prob": 1.6823771542551214e-11,
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    {
      "start": 643.52,
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      "text": "也不需要准备一台永远开机的电脑",
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      "avg_logprob": -0.08922382990519205,
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    {
      "start": 646.26,
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      "text": "一个低成本云端节点",
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      "no_speech_prob": 1.6823771542551214e-11,
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      "start": 648.28,
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      "text": "就可以成为属于自己的AI组织基础设施",
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    {
      "start": 651.9,
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      "text": "刚才你看到的实验",
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      "start": 653.36,
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      "text": "其实没有什么神秘的agent的魔法",
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      "start": 655.7,
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      "text": "Spark、Hermes甚至中间参与讨论的ChagPT",
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      "start": 659.82,
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      "text": "他们之所以能够像一个团队一样协作",
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      "text": "其实核心只有一个",
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    {
      "start": 664.68,
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      "text": "就是他们拥有了一个共同的工作空间",
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    {
      "start": 668.02,
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      "text": "这个空间成为整个AI组织的记忆中心",
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    {
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      "text": "这里需要强调一点就是",
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    {
      "start": 673.64,
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      "text": "Google Drive本身并不是关键",
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    {
      "start": 676.44,
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      "text": "真正重要的是背后的组织协议",
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    {
      "start": 679.26,
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      "text": "也就是让不同agent能够共享同一份历史",
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    {
      "start": 682.92,
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      "text": "并且理解这些历史为什么产生",
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    {
      "start": 686.12,
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      "text": "这就是我说的AI组织操作系统",
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    {
      "start": 689.44,
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      "text": "很多人可能会问",
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      "text": "为什么不直接属于MCP",
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    {
      "start": 692.64,
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      "text": "让两个agent连接起来呢",
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      "text": "实际上",
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      "text": "MCP非常重要",
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      "start": 697.34,
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      "text": "但它解决的是另一个问题",
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      "text": "MCP解决的是",
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    {
      "start": 700.66,
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      "text": "agent如何调用工具和访问外部的能力",
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      "start": 704.46,
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      "text": "而我现在遇到的问题是",
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    {
      "start": 706.58,
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      "text": "多个agent如何共享组织历史",
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    {
      "start": 709.58,
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      "text": "一个电话可以让两个员工交流",
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      "start": 712.54,
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      "text": "但它不会自动变成公司的答案系统",
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      "text": "而Shield Workspace",
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    {
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      "text": "更像办公室里的会议室 档案库和项目历史",
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    {
      "start": 737.02,
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      "text": "他们可不是三个聊天窗口",
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    {
      "start": 743.98,
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      "start": 763.18,
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      "start": 764.94,
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      "text": "哪些原则是不能被轻易改变的",
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      "text": "所以我真正想解决的",
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      "text": "不是让AI保存更多的知识",
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      "text": "这也是为什么我们加入了",
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      "text": "SOPF自动实施落盘",
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      "text": "它就像AI组织里的秘书",
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      "text": "不是因为CEO不会写字",
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      "start": 794.52,
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      "text": "整理决定",
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    {
      "start": 795.52,
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      "text": "保存上下文",
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    {
      "start": 796.52,
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      "text": "让未来加入的人能够快速理解过去发生了什么",
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    {
      "start": 800.5,
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      "text": "AI组织也是一样",
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    {
      "start": 802.34,
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    {
      "start": 806.64,
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      "text": "自动写入这个文件",
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    {
      "start": 808.12,
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      "text": "让每一次会议都成为组织记忆的一部分",
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    {
      "start": 811.72,
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      "text": "那为什么采用单文圈会议记录呢",
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    {
      "start": 814.72,
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      "text": "因为理解一个长期项目",
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      "text": "最重要的不是文件数量",
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      "text": "而是时间连续性",
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      "text": "比如事情是如何一步一步发展到今天的",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.08481548945109049,
      "no_speech_prob": 1.2317349397383826e-11,
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    {
      "start": 824.74,
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      "text": "为什么当初选择A而不是B",
      "chunk": 1,
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    {
      "start": 827.54,
      "end": 830.8,
      "text": "这些信息才构成项目的真正的背景",
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      "avg_logprob": -0.08481548945109049,
      "no_speech_prob": 1.2317349397383826e-11,
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    {
      "start": 830.8,
      "end": 832.86,
      "text": "所以这个文件承担的",
      "chunk": 1,
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      "avg_logprob": -0.08481548945109049,
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    {
      "start": 832.86,
      "end": 834.84,
      "text": "其实不是普通的日志功能",
      "chunk": 1,
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      "no_speech_prob": 1.2317349397383826e-11,
      "compression_ratio": 1.3402777777777777
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    {
      "start": 834.84,
      "end": 837.08,
      "text": "而是一种情景记忆",
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      "avg_logprob": -0.09354675928751628,
      "no_speech_prob": 1.269673081949474e-11,
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    {
      "start": 837.08,
      "end": 838.4,
      "text": "而在这套协议里",
      "chunk": 1,
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    {
      "start": 838.4,
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      "text": "我认为最有价值的设计之一就是异议日志",
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      "start": 842.06,
      "end": 844.12,
      "text": "未来AI最大的问题",
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    {
      "start": 844.12,
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      "text": "可能不是不知道现在发生什么",
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    {
      "start": 846.46,
      "end": 850.28,
      "text": "而是不知道为什么当初没有选择另一个方向",
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    {
      "start": 850.28,
      "end": 851.3,
      "text": "例如半年之后",
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    {
      "start": 851.3,
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      "text": "Hermes可能建议",
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    {
      "start": 852.6,
      "end": 855.1,
      "text": "我们应该迁移到Vector Database",
      "chunk": 1,
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      "no_speech_prob": 1.269673081949474e-11,
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    {
      "start": 855.1,
      "end": 858.26,
      "text": "但是他查看异议日志之后",
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    {
      "start": 858.26,
      "end": 859.1,
      "text": "他会发现",
      "chunk": 1,
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    {
      "start": 859.1,
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      "text": "过去Audit Agent已经提出过这个建议",
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      "avg_logprob": -0.09354675928751628,
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      "start": 862.28,
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      "text": "而当时CEO选择继续使用简单方案",
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    {
      "start": 865.36,
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      "text": "原因是当前阶段简单优异复杂",
      "chunk": 1,
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      "no_speech_prob": 1.177982884847939e-11,
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    {
      "start": 868.54,
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      "text": "未来当规模达到某个条件时再重新评估",
      "chunk": 1,
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      "start": 872.34,
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      "text": "这时候AI理解的就不只是一个技术选择",
      "chunk": 1,
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    {
      "start": 876.76,
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      "text": "而是一套工程哲学",
      "chunk": 1,
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      "avg_logprob": -0.07577944383388613,
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      "text": "这就是组织文化",
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      "start": 880.1,
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      "text": "其实回头看",
      "chunk": 1,
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      "start": 881.78,
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      "text": "这套设计延续了我过去一直探索的问题",
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    {
      "start": 885.16,
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      "text": "就是个人如何管理知识",
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    {
      "start": 887.58,
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      "text": "AI如何理解知识之间的关系",
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    {
      "start": 890.32,
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      "text": "组织如何保存自己的决策历史",
      "chunk": 1,
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      "avg_logprob": -0.0827471415201823,
      "no_speech_prob": 1.4061786457464365e-11,
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    {
      "start": 893.44,
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      "text": "过去Obsidian更关注个人知识组织",
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      "no_speech_prob": 1.4061786457464365e-11,
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    {
      "start": 896.62,
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      "text": "MemGraph Reg探索的是知识之间如何连接和推理",
      "chunk": 1,
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      "avg_logprob": -0.0827471415201823,
      "no_speech_prob": 1.4061786457464365e-11,
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    {
      "start": 901.5,
      "end": 906.72,
      "text": "而现在我更关注一个AI组织如何保存自己的经验",
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    {
      "start": 906.72,
      "end": 908.2,
      "text": "因为确实可以复制",
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      "avg_logprob": -0.0827471415201823,
      "no_speech_prob": 1.4061786457464365e-11,
      "compression_ratio": 1.332155477031802
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    {
      "start": 908.2,
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      "text": "但决策历史才构成一个组织真正的灵魂",
      "chunk": 1,
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      "avg_logprob": -0.0827471415201823,
      "no_speech_prob": 1.4061786457464365e-11,
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    {
      "start": 911.64,
      "end": 915.54,
      "text": "没有这一层再多agent的也只是工具集合",
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    {
      "start": 915.54,
      "end": 916.68,
      "text": "有了这一层",
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    {
      "start": 916.68,
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      "text": "AI才开始接近一个真正的组织",
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      "no_speech_prob": 1.4061786457464365e-11,
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    {
      "start": 919.18,
      "end": 923.64,
      "text": "另外我还加入了类似Gate Comet的S.O.P.E",
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      "avg_logprob": -0.1603844960530599,
      "no_speech_prob": 1.3537531338980724e-11,
      "compression_ratio": 0.9308176100628931
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    {
      "start": 923.64,
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      "text": "它记录当前系统状态",
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      "avg_logprob": -0.1603844960530599,
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      "compression_ratio": 0.9308176100628931
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    {
      "start": 926.4,
      "end": 929.26,
      "text": "活跃agent 版本信息和核心约束",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.1603844960530599,
      "no_speech_prob": 1.3537531338980724e-11,
      "compression_ratio": 0.9308176100628931
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    {
      "start": 929.26,
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      "text": "这样新的agent加入会议室时",
      "chunk": 1,
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      "avg_logprob": -0.1603844960530599,
      "no_speech_prob": 1.3537531338980724e-11,
      "compression_ratio": 0.9308176100628931
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    {
      "start": 931.98,
      "end": 938.48,
      "text": "這樣新的agent加入會議室時,不需要重新閱讀幾萬次的歷史,而是通過最新狀態快照,快速理解當前環境。",
      "chunk": 2,
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      "avg_logprob": -0.1604843962964394,
      "no_speech_prob": 9.407999553012747e-12,
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    {
      "start": 938.48,
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      "text": "這也是為什麼我把這個方向稱為loop engineering。目標不是讓AI完成一次任務,",
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    {
      "start": 945.08,
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      "text": "而是让一个系统能够观察自己的状态",
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    {
      "start": 948.0,
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      "text": "记录自己的经验",
      "chunk": 2,
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      "avg_logprob": -0.08128795876408255,
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    {
      "start": 949.24,
      "end": 952.78,
      "text": "并在长期运行中不断形成更强的组织能力",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08128795876408255,
      "no_speech_prob": 1.6690815396458447e-11,
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    {
      "start": 952.78,
      "end": 955.96,
      "text": "当然今天这间AI会议室只是一个开始",
      "chunk": 2,
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    {
      "start": 955.96,
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      "text": "Building my personal AI company这个系列",
      "chunk": 2,
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      "no_speech_prob": 1.6690815396458447e-11,
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    {
      "start": 958.7,
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      "text": "并不是说我要真的开一间AI公司",
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    {
      "start": 961.7,
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      "text": "这里的公司更像是一个隐喻",
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      "no_speech_prob": 1.6690815396458447e-11,
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    {
      "start": 964.32,
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      "text": "就是如果我们普通人也可以拥有多个AI agent",
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    {
      "start": 968.6,
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      "text": "他们有不同职责",
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    {
      "start": 970.44,
      "end": 972.38,
      "text": "共享技艺持续协作",
      "chunk": 2,
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      "avg_logprob": -0.08128795876408255,
      "no_speech_prob": 1.6690815396458447e-11,
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    {
      "start": 972.38,
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      "text": "那么一个人的生产方式会不会开始接近一个小型组织呢",
      "chunk": 2,
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      "avg_logprob": -0.0676678041868572,
      "no_speech_prob": 1.3002587721799852e-11,
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    {
      "start": 976.74,
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      "text": "所以接下来我想用一系列实验去测试一个AI组织",
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    {
      "start": 981.42,
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      "text": "到底需要哪些能力",
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      "no_speech_prob": 1.3002587721799852e-11,
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    {
      "start": 983.16,
      "end": 986.22,
      "text": "这一集我们建立了第一件AI会议室",
      "chunk": 2,
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      "avg_logprob": -0.0676678041868572,
      "no_speech_prob": 1.3002587721799852e-11,
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    {
      "start": 986.22,
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      "text": "测试的问题是两个原本无法直接通信的职能体",
      "chunk": 2,
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      "avg_logprob": -0.0676678041868572,
      "no_speech_prob": 1.3002587721799852e-11,
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    {
      "start": 990.42,
      "end": 993.52,
      "text": "能不能共享历史理解过去的决定",
      "chunk": 2,
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      "avg_logprob": -0.0676678041868572,
      "no_speech_prob": 1.3002587721799852e-11,
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    {
      "start": 993.52,
      "end": 995.6,
      "text": "并像团队成员一样继续协作",
      "chunk": 2,
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      "no_speech_prob": 1.3002587721799852e-11,
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    {
      "start": 995.6,
      "end": 1000.12,
      "text": "答案就是今天你看到的Spark加上Hermes AI董事会",
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      "no_speech_prob": 1.3002587721799852e-11,
      "compression_ratio": 1.2201834862385321
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    {
      "start": 1000.12,
      "end": 1004.06,
      "text": "下一集我们会给AI介入真正的工程能力",
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      "avg_logprob": -0.07895835949357148,
      "no_speech_prob": 1.0162420384374204e-11,
      "compression_ratio": 1.264808362369338
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    {
      "start": 1004.06,
      "end": 1006.54,
      "text": "通过Cloud Code加上VCC",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07895835949357148,
      "no_speech_prob": 1.0162420384374204e-11,
      "compression_ratio": 1.264808362369338
    },
    {
      "start": 1006.54,
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