Probability Without Illusion – Calibration, Judgment, and Identity-Driven Signal Discipline
Probabilistic forecasting earns trust through discipline rather than bravado. Confidence claims mean nothing unless history shows that stated probabilities align with observed outcomes. Calibration sits at the center of that discipline. Forecasts that state seventy percent must resolve as true roughly seven times out of ten across repeated trials. Analysts who chase accuracy scores alone…

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