Filip Trhlik, Aoife O’Flynn, Angela Yu, Arduin Findeis, Paula Buttery · 2026 · arXiv preprint Read the source Deployment framing shifts measured values more than paraphrase or temperature — a median 2.47× change in utility exchange rates — and the ‘neutral’ prompt used in earlier work is itself a framing. Questions it bears on Coherence across personas Do models represent goals and preferences