Ethan Mollick 指出预分类路由器(pre-classifying routers)会导致糟糕结果,因为路由本身很难,且常低估智能的价值。OpenAI 在 GPT-5 上已吃过亏,如今这类思路又热起来。引用的 @MParakhin 也认为,用预分类器先判断任务是否简单再调用小模型看似省钱省延迟,但可靠执行必须先解决任务本身,唯一可行的是 advisory model approach。
Yes! Pre-classifying routers are going to going to result in a lot of bad work because routing is hard and tend to underestimate the value of intelligence on many problems. OpenAI learned this with GPT-5, now it seems routers are hot again.