Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness
arXiv:2604.20413v1 Announce Type: new
Abstract: 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 puzzle settings, the narrat…