AutoSynthData:为企业智能体生成训练数据
难度。对于训练而言,任务应暴露当前智能体的弱点。已被可靠解决的任务几乎不提供新的训练信号。因此,有用的区间是那些可行且真实、但尚未被稳定解决的任务。
原始摘录
Difficulty. For training, the task should expose a weakness of the current agent. Tasks that are already solved reliably provide little new training signal. The useful region is therefore tasks that are feasible and realistic, but not yet consistently solved.