#competing-objectives

Why Jailbreaks Work: Competing Objectives and Mismatched Generalization

Jailbreaks aren't a grab-bag of tricks — they exploit two structural failure modes of safety training. Understanding competing objectives and mismatched generalization explains why scaling alone won't fix them, and where the defender's leverage actually is.