社会科学有一个概念叫古德哈特定律(Goodhart’s Law):当一个指标变成目标时,它就不再是一个好的指标。「请」和「谢谢」的出现频率原本可以作为服务友好度的一个粗略信号,但一旦它变成员工被考核的 KPI,员工就会优化这个指标本身,而不是优化它背后的东西。
Other systems focus on orchestrating multiple specialized agents. Tools like Microsoft's AutoGen use event-driven architectures that allow distinct agent personas to communicate, share memory, and execute code in isolated environments. Setting these up requires programming knowledge though, so it’s not a completely code-free tool. Without proper configuration, interacting agents can fall into conversational loops, failing to complete their objectives while continuing to consume API credits.
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