The Validation Double Standard: Why AI Models Face Scrutiny That Human Analysts Don’t

When an AI model risk scores an email for potential compliance violations, regulators expect extensive validation including test datasets, performance metrics, bias testing, ongoing monitoring and detailed documentation. The model’s decision-making process must be transparent, measurable and continuously validated. When a human analyst risk scores that same email, making the same compliance assessment with the […]