Fairness & Bias-Archiv

AI Governance & Strategy | Fairness & Bias
Algorithmic Fairness in Underwriting and Scoring
ByValentin Mayr July 21, 2026July 21, 2026
Algorithmic Fairness in Underwriting and Scoring — What Prudential Validation Does Not Test For actuarial functions, credit risk modelling and model validation: which fairness metrics apply to a real scoring or pricing model, why they contradict one another, and why the exercise need not fail on the fact that you are not permitted to hold…
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AI Monitoring | EU AI Act | Fairness & Bias
Your Fairness Test Has a Shelf Life
ByValentin Mayr July 14, 2026July 14, 2026
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…
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Algorithmic Fairness in Underwriting and Scoring