Combating Instruction Conflict via Energy-Driven Latent Conflict Detection

Mingyu Ma, Yuxin Wu, Jingbo Wang +3

Large Language Models (LLMs) are increasingly deployed with hierarchical instructions, yet they remain vulnerable to conflicts in which user directives override system-level constr…