ROM: Real-time Overthinking Mitigation via Streaming Detection and Intervention.

arXiv:2603.22016v4 Announce Type: replace-cross Abstract: Large reasoning models (LRMs) often suffer from overthinking, continuing with redundant verification and repeated attempts even after reaching a correct solution. This wastes computation and can overtur