为什么OpenClaw一定会凉,但我仍然推荐你去试一试?

课代表立正 March 11, 2026
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课代表立正

@kedaibiao

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康奈尔博士|前Amazon·Meta·腾讯|Statsig早期成员→OpenAI收购 3000+付费学员,半数硅谷大厂|对话200+中美科技高管与AI研究员|WSJ推荐作者 社区:Superlinear.Academy 课程:ai-builders.com 个人:lizheng.ai 会员视频周更,保证超值

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AI课程/风水宝地: https://www.superlinear.academy/ai-builders 鸭哥文章:https://www.superlinear.academy/c/ai-resources/openclaw 这期视频,我不做跟风测评,也不做简单教程,而是想把 OpenClaw(小龙虾)这波爆火背后的本质讲清楚。 如果你最近一直看到小龙虾刷屏,但又不确定它到底为什么火、值不值得学、它和 Cursor、Claude Code 这类真正的 Agent 工具到底有什么区别,这期视频会帮你建立一个更清晰的判断框架。 我会从产品设计和工作流的角度,拆解三个问题:第一,OpenClaw 为什么会像当年的 DeepSeek 一样突然出圈;第二,它到底做对了哪些关键设计,才让大众第一次强烈感受到“AI 不只是聊天,而是真的能替我推进任务”;第三,这些设计为什么既成就了它,也注定了它很难成为深度生产力工具。 这期内容不要求你会编程。我会尽量把 Agentic AI、聊天入口、统一上下文、持续记忆、skills 组合这些技术问题讲得深入浅出。 如果你在用 ChatGPT、DeepSeek,但总觉得 AI 这两年“好像也没变太多”,这期视频可能会帮你看见真正的变化到底发生在哪里。 你会看到: 为什么 OpenClaw 的爆火,本质上是在把原本小众的 Agentic AI 带给大众; 为什么聊天窗口让它更容易出圈,却也天然限制了它的天花板; 为什么“统一入口 + 持久记忆 + 丰富 skills”会让它看起来越来越聪明、越来越像一个真正的助手; 以及为什么不要因为小龙虾难用,就误以为 Agentic AI 不适合你。 章节: 00:00 一个高风险预言:OpenClaw 会经历怎样的三段式命运 01:46 这期视频讲什么:为什么火、做对了什么、问题又出在哪 02:57 OpenClaw 的爆火,本质上和 DeepSeek 是同一种现象 04:55 从聊天框到 Agent:AI 使用方式真正的跃迁 07:56 别被跟风误导:小龙虾难用,不等于 Agentic AI 没价值 09:35 真正该学的不是工具本身,而是它背后的可迁移认知 10:27 为什么聊天界面让它出圈,也注定了它的天花板 13:18 OpenClaw 真正做对的三件事 13:34 统一入口与统一上下文 14:23 持久记忆系统:为什么它会“越来越懂你” 16:15 丰富的 skills:为什么组合起来会产生质变 17:17 三个设计如何形成飞轮 18:09 下集预告:为什么这些优点也会变成它的限制

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