Mitigating Cognitive Inertia in Large Reasoning Models via Latent Spike Steering

Seojin Lee, ByeongJeong Kim, Hwanhee Lee

While Large Reasoning Models (LRMs) have achieved remarkable performance by scaling test-time compute, they frequently suffer from Cognitive Inertia, a failure pattern manifesting…