Andrew H. Bond

Selective Invariance Violations in Large Language Model Moral Judgment: A Geometric Framework for Behavioral Manipulation Detection

A geometric evaluation framework that maps moral judgment to a 7-dimensional harm space, applies five qualitatively distinct perturbation types across five cognitive domains, and produces per-model vulnerability profiles that reveal which manipulations each model resists and which it does not is introduced.