Probability Analysis

Section 10: distinguishes an agent's own confidence heuristic from a calibrated empirical win rate from a real walk-forward historical replay. Requires the agent to have a CURRENT signal on this instrument - if it doesn't, there is nothing to calibrate, which this page reports honestly rather than hiding.