Your Fairness Test Has a Shelf Life
Your Fairness Test Has a Shelf Life Prudential validation measures whether a model still discriminates well and calibrates cleanly. Neither of those degrades when fairness does. A note for validation functions in banks and insurers. The awkward property of a passed test Your internal model is revalidated on a cycle. For SSM-significant institutions the cadence…