AWS Certified AI Practitioner AIF-C01 Practice Question

Amazon SageMaker Clarify provides both pre-training and post-training bias detection reports and creates explainability reports using SHAP values, making it the correct choice. SageMaker Model Monitor focuses on monitoring data and model drift after deployment, not on pre-training bias analysis. Amazon Augmented AI supplies human review workflows but does not calculate bias or explainability metrics. AWS Trusted Advisor checks an AWS account for cost, security, and performance best practices rather than model bias or explainability.