Yue-Chen Wang

First Token Matters: Understanding Safety Collapse in Large Reasoning Models

It is found that the refusal-related signal of LRMs drops sharply at the first generated token under harmful queries, which is associated with unsafe response generation, and this work proposes SafeToken, a lightweight inference-time intervention that injects a learned continuous safety anchor precisely at reasoning on...