Jimmy Ba 谈 xAI 工程师同时管 10–20 个 Grok Bot

kozh ./ @mr_kozh原推发布于 2026.10.25

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THE MAN WHO CO-INVENTED ADAM HELPED TURN xAI ENGINEERS INTO MANAGERS OF 20 AI AGENTS. Jimmy Ba helped create the optimizer used to train modern AI. then he helped build a completely different kind of engineering system inside xAI. Ba said roughly 90% of engineers were using agent loops. many were running 10–20 Grok Bot agents simultaneously. not 20 bots rewriting the same function. a controlled swarm: one agent maps the system one freezes the architecture several build isolated components checkers attack the failure paths an integrator merges only verified work the engineer stops doing every task manually. they design the graph. control the context. define the evidence. and decide which output is allowed to survive. this is the part everyone misses about multi-agent systems: more agents do not automatically create more progress. without ownership, they duplicate work. without isolated context, they interfere with each other. without independent verification, twenty bots can repeat the same mistake twenty times faster. the swarm only works when every agent receives: one task. the minimum necessary context. a fixed output contract. and a clear definition of proof. I turned that operating logic into one copy-paste prompt for Grok Bot. it starts with three agents. scales toward 10–20 only when the work can actually run in parallel. records failed approaches. requires evidence at every handoff. and blocks the final merge until the entire product works end-to-end. this is f*cking unreal... paste it into Grok Bot and turn one engineer into an entire verified agent team ↓

这条是引用着另一条写的：x.com/mr_kozh/status/2109231794457608494