Direction-Flipped Influence Audits Reveal Hidden Structure in Moral Choices of LLMs

Phil Blandfort, Tushar Karayil, Alex McKenzie +3

Moral benchmarks for LLMs typically score models on context-free prompts, implicitly treating the measured choice rate as stable. We test this assumption with a direction-flipped i…