An organization is establishing its AI model validation program. Which activity is MOST important to include in independent validation of a predictive model?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because one of the most important validation activities is testing the model on independently drawn samples to verify that the model's reported performance generalizes and was not artificially inflated by the developer's choice of test data. This directly tests model robustness and reproducibility.
Full explanation below image
Full Explanation
B is correct because one of the most important validation activities is testing the model on independently drawn samples to verify that the model's reported performance generalizes and was not artificially inflated by the developer's choice of test data. This directly tests model robustness and reproducibility. Documentation timeliness (A) is a governance check. Business case review (C) is important but does not validate model performance. Technology stack compliance (D) is an IT governance concern.