Safety-Utility Conflicts Are Not Global: Surgical Alignment via Head-Level Diagnosis

Wang Cai, Yilin Wen, Jinchang Hou +5

Safety alignment in Large Language Models (LLMs) inherently presents a multi-objective optimization conflict, often accompanied by an unintended degradation of general capabilities…