Judgment Under Uncertainty

Reason about probabilities and update on new evidence in familiar situations.

Calibrated forecasts across long horizons with explicit uncertainty quantification.

Short-horizon Bayesian updates; structured forecasting on known question types.

Calibration drift on rare events. Overconfidence on out-of-distribution scenarios.