Explainable AI in Lending: What Regulators Really Want
Summary
CFPB adverse action requirements challenge AI lenders. New explainable AI techniques help meet obligations while using sophisticated models.
The CFPB requires lenders to provide adverse action notices explaining why credit was denied. With AI models, this explanation requirement becomes technically challenging. New XAI techniques are helping lenders meet these obligations while using sophisticated models.
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