Esmeralda Whitammer, Sara Wade, Vincent Fortuin, Konstantina Palla, and Theodore Papamarkou write: We are organising a focused workshop on Rethinking the Role of Bayesianism in the Age of Modern AI from October 26 to 30, 2026, bringing together researchers exploring the frontiers of Bayesian machine …