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A reflective discussion on designing AI agents that intelligently choose the type of thinking needed for a task, proposing a control layer for task classification, attention, and memory management, inspired by human cognition.
FlyRoute is a self-evolving profiling framework that improves LLM-based task routing in multi-agent systems by dynamically updating agent capability descriptions from real traffic, achieving significant accuracy gains over static profiles.