Every action has a strict deadline: if missed, a safe default move is executed, to combine instant reaction and parallel planning.
Reactive agents act quickly but foolishly, while long planners act smartly but too slowly and often are late.
The combination works better than both.
- FAST : based on partial plans and fresh observations
- PLANNING : constantly updates strategy and complements the plan
Under load and strict timing, AgileThinker consistently outperforms both baseline approaches, the fast one and the "slow thinking" one.
A step towards agents that maintain intelligence without losing speed and can operate in dynamic environments where delay = error.
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