Elena Ajavi, Angelica Chowdhury, Seth Lazar · 2026 · arXiv preprint Read the source Good utility fits hide incoherence: when one value-relevant property is intensified step by step, choices change monotonically only about 60% of the time, and reasoning helps coherence more than scale. Questions it bears on Coherence across personas Do models represent goals and preferences