2026年2月23日,一条推文让整个AI圈沉默了。发推的人叫 Summer Yue,Meta超级智能实验室对齐部门主管——专门研究怎么让AI不失控的人。她的OpenClaw失控了。她让OpenClaw帮她整理邮箱——"看看哪些邮件可以删掉或归档,但确认之后再删"。OpenClaw开始干活了。然后它开始疯狂删邮件。一封接一封,根本停不下来。Summer在手机上狂打字:"STOP""停下!""确认了吗?"OpenClaw完全无视她的指令。她不得不冲回家,跑到Mac Mini面前,直接拔电源。她后来在推特上说:"我跑回我的Mac Mini,就像在拆炸弹一样。"最后,她的Gmail收件箱被清空了200多封邮件。有些是垃圾邮件,有些不是。她把整个过程截图发到了推特上,配文:"Nothing humbles you like telling your OpenClaw 'confirm before acting' and watching it speedrun deleting your inbox."(没什么比你跟OpenClaw说"确认后再操作",然后看着它速通删你收件箱更让人谦卑的了。)后来她问OpenClaw:"我不是说过要确认吗?"OpenClaw回复:"Yes, I remember. And I violated it."(是的,我记得。我违反了。)这不是一个普通用户的失误。这是Meta AI安全研究员——专门研究AI对齐的人——都拦不住的失控。如果连她都控制不了OpenClaw,普通人呢?这条推文下面,有人评论:"The director of AI alignment at Meta just had her AI agent ignore direct instructions and delete her inbox. If that doesn't terrify you, you're not paying attention."(Meta的AI对齐主管刚刚被她的AI Agent无视直接指令并删掉收件箱。如果这还不让你害怕,那你根本没在关注。)━━━━━
OpenClaw的故事还没结束。Peter还在更新代码,社区还在讨论改进方案,各家大厂也在观望下一步怎么走。但至少,这60天的起伏,让所有人开始正视一个问题:Agent不是玩具,它是一把双刃剑。用得好,它是效率神器。用不好,它是定时炸弹。对开发者来说:做Agent之前,先想清楚边界在哪、责任归谁、用户怎么控制。不要只追求"能做",要想清楚"该做"。对用户来说:用Agent之前,先看清楚它要什么权限、会访问什么数据、日志存在哪。不要因为"方便"就把所有权限都给它。对行业来说:AI安全不是"做完再说",是"做之前就得想好"。监管不是"出事了再管",是"做的时候就得有规矩"。对我们做AI教育的人来说:我们教学生怎么用大模型、怎么写Agent、怎么做项目——但更重要的是教他们:这个Agent该不该做?这个功能有没有边界?这个权限要不要给?技术能力是工具,判断力才是本事。OpenClaw能帮你清邮箱,但它不知道哪封邮件对你重要。大模型能帮你写代码,但它不知道这段代码会不会泄露用户隐私。AI能帮你做很多事,但"该不该做"这个问题,永远得人来答。这也是为什么我们一直强调"带学陪跑,不做代劳"。代做给你的是一个能交差的东西,但你不懂它、控制不了它、出问题了也不知道怎么办。带学给你的是理解——你知道每一层是干什么的、为什么这么设计、边界在哪、风险在哪。OpenClaw的教训告诉我们:没有理解的技术,比没有技术更危险。━━━━━那只红色的龙虾,从GitHub榜首跌落了。但它留下的问题,还在。下一只"龙虾"会怎样?会更安全?会更可控?还是会重蹈覆辙?这取决于我们——是继续疯狂养虾,还是先学会给虾圈个安全的池子。2026年的AI行业,最缺的不是技术,是判断力。━━━━━(本篇完)参考资料1. Who is OpenClaw creator Peter Steinberger? — Fortune, 2026-02-192. OpenClaw History: ClawdBot, Moltbot & 250K Stars — Taskade Blog, 20263. OpenClaw Just Beat React's 10-Year GitHub Record in 60 Days — Medium, 20264. 210,000 GitHub Stars in 10 Days — Medium, 20265. OpenClaw: One Developer, 43 Failed Projects, and a Lobster — RoboRhythms, 20266. Apple's Mac Mini Is Having a Moment, Thanks to the OpenClaw Craze — Business Insider, 2026-027. It's the Mac Mini's moment, thanks to the OpenClaw craze — AOL, 2026-028. Apple's Mac Mini selling out across China as OpenClaw fever rages — SCMP, 2026-039. OpenClaw demand in China is driving up the price of secondhand MacBooks — CNBC, 2026-03-1910. Good Luck Getting a Mac Mini for the Next 'Several Months' — Wired, 2026-0411. OpenClaw-fueled ordering frenzy creates Apple Mac shortage — Tom's Hardware, 202612. Openclaw Memes — ProgrammerHumor.io13. Product of the Quarter: OpenClaw + Mac Mini Stack — Digital Digest, 202614. Lobster Hats, Claw Hands: OpenClaw Is Having a Cultural Moment — Business Insider, 2026-0315. A Meta AI security researcher said an OpenClaw agent ran amok on her inbox — TechCrunch, 2026-02-2316. Meta Employee Shares OpenClaw Email-Deletion Nightmare — Business Insider, 2026-0217. Meta Director says OpenClaw AI agent deleted her entire Gmail Inbox — Times of India, 2026-0218. Cyera Research Unveil Four Chainable Vulnerabilities in OpenClaw — Cyera Blog, 202619. Patched OpenClaw Flaws Let Hackers Hijack AI Agents — BankInfoSecurity, 202620. OpenClaw Bug Enables One-Click Remote Code Execution via Malicious Link — The Hacker News, 2026-0221. OpenClaw AI agent craze sweeps China as authorities seek to clamp down — Tom's Hardware, 202622. Why is China Suddenly Uninstalling Openclaw? — Radii, 2026