LLM-Human Ethical Agreement Masks Deep Moral Divergence, Warning Against Label-Based Alignment
The paper finds LLMs can echo human ethical labels on a 500‑item benchmark, yet their stated rationales shift across moral categories like harm, justice, and respect. This mismatch reveals that label agreement alone inflates perceived alignment, urging developers to inspect model reasoning, not just outcomes.