Fair AI Credit Scoring

Why it matters

Fair credit scoring shapes access. Understanding shapes ethics + regulation.

The architecture

Fairness definitions.

Adversarial debiasing.

Disparate impact testing.

Ongoing monitoring.

How it works end to end

AIF360 + Fairlearn tools.

Adverse impact testing (80% rule).

Explainable + auditable.

Community feedback.