Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness

Fulong Fan, Peilin Liu, Fengzhe Liu +2

Large language models perform well on many reasoning tasks, yet they often lack awareness of whether their current knowledge or reasoning state is complete. In non-interactive puzz…