Mitigating Safety Tax via Distribution-Grounded Refinement in Large Reasoning Models

Yingsha Xie, Tiansheng Huang, Enneng Yang +5

Safety alignment incurs safety tax that perturbs a large reasoning model's (LRM) general reasoning ability. Existing datasets used for safety alignment for an LRM are usually const…