Read the Scene, Not the Script: Outcome-Aware Safety for LLMs

Rui Wu, Yihao Quan, Zeru Shi +3

Safety-aligned Large Language Models (LLMs) still show two dominant failure modes: they are easily jailbroken, or they over-refuse harmless inputs that contain sensitive surface si…