Uncertainty Communication

Communicate model uncertainty to users without overpromising or underwhelming. Learn the confidence-display patterns (numeric, banded, narrative), the explanation-vs-honesty trade-off, the calibration-grounded disclosure (the displayed confidence must reflect the model's actual calibration), the high-stakes UX standards (clinical, legal, financial), and the eval methodology.