M. Bracale Syrnikov, F. Pierucci, M. Galisai, et al. · 2026 · arXiv Read the source A prompt-only ban on collusion had no reliable effect. A governance layer outside the agents — legal states, sanctions, a detector and an enforcer — cut severe collusion from 50% to under 6% of runs. Questions it bears on Institutions or instructions