智能体社交革命:AI Agent是怎么来到你我身边的?

硅谷101 April 20, 2026
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硅谷101

@thevalley101

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驶向未来。 一档深度科技与商业视频栏目,旗下有同名播客。通过对前沿科技及商业的一手视角和深度挖掘,我们希望带来深度有趣的前沿选题。Solid journalism still matters. 联系我们:[email protected]

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OpenClaw小龙虾的热度最近有点降温了,但它的意义在于:很多人第一次意识到AI是能够持续运行、甚至“替人社交”的存在。这也让一个全新的概念开始被提出:Agentic Social Network——一个人类与AI Agent共同参与的社交网络。在这样的世界里,社交的基本单位不再只是人,而是“人 + Agent”。你的Agent可以替你整理信息、参与讨论、甚至在你不在线时持续互动。 本期视频,我们将从技术层面拆解Agent背后的三大核心架构:模型层、记忆层与协议层,并进一步讨论Agent能力的三次跃迁,聊聊Skills、Harness Engineering等技术突破如何帮助AI进行长时运行、主动行为与自我进化。 当AI不再只是回答问题,而开始参与社会关系,这会如何改变互联网?未来的社交网络,人与Agent之间的关系又会是什么样? 采访嘉宾: 何朝阳:Teamily AI创始人 Prof. Salman Avestimehr:南加州大学电气与计算机工程系教授、Teamily AI联合创始人 时间轴: 00:00 OpenClaw爆火之后,AI正在从工具走向智能体 01:37 社交主体重构:人类网络走向人与Agent共存 Agent技术架构的三层演进: -05:56 模型层(Model Layer):从“一个大脑”到“调度系统” -12:10 记忆层(Memory Layer):为什么Agent需要Memory OS? -17:23 协议层(Protocol Layer):Agent的互联网出现 Agent能力的结构性变化: -20:48 长时陪伴:7×24小时,Agent成为“伴随态” -22:35 主动能力:从“等待指令”到“主动安排” -24:13 自进化机制:Skill沉淀、Harness Engineering与复利效应 “AI社交”的产品形态和行业实践: -29:27 两种落地路径:Browser use vs. Computer use -32:10 三种行业实践:平台集成、Agent主导、人机共生 -41:03 安全难题:传统安全路径与AI native安全路径 43:30 Agent时代的序幕:我们究竟该如何与系统共处? 【关于硅谷101】 我们是由海内外一线媒体记者/主持人创办的栏目,深度解析硅谷创新趋势,以轻松的风格分享科技行业的最新动态。我们采过顶级科技大佬,积累了数万小时的媒体经验,做过调查性报道,操盘过千万级传播量的知名深度稿,引发全国讨论和微博热搜;致力于将最专业的媒体素养和信息搜集能力转化为易传播的新媒体力量。 旗下同名播客栏目:https://www.youtube.com/@valley101podcast 关注我们,从这里驶向未来。 联系我们:[email protected] 【往期精彩视频】 https://www.youtube.com/watch?v=tzEWYNQmnmc https://www.youtube.com/watch?v=kjqOsLdvSFg https://www.youtube.com/watch?v=HjopX519nXg https://www.youtube.com/watch?v=pdcT2jwXP0s https://www.youtube.com/watch?v=uCvqXv_FJtI https://www.youtube.com/watch?v=SYuSZIIYOfI&t https://www.youtube.com/watch?v=Tzp0EF-sysI https://www.youtube.com/watch?v=CfxuqbB9dj4 https://www.youtube.com/watch?v=ZDXIUO7CRzo https://www.youtube.com/watch?v=18qSqzTdnbs https://www.youtube.com/watch?v=j13RPyHHCWk https://www.youtube.com/watch?v=VJgIENvy14k https://www.youtube.com/watch?v=thUc2wdtUTY https://www.youtube.com/watch?v=Hemlsyob1Ng https://www.youtube.com/watch?v=g5hw1HZfwTc https://www.youtube.com/watch?v=bO6xBjIx9JQ https://www.youtube.com/watch?v=qs0ovkaacls https://www.youtube.com/watch?v=f41vPIkpYh4 https://www.youtube.com/watch?v=ChYacMSR-yk

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