Q48 — AWS AIF-C01 Ch.2

Question 48 of 100 | ← Chapter 2

A healthcare company is developing a foundation model (FM) for diagnostic purposes. The company requires the model to be transparent and easily interpretable to comply with regulatory requirements. Which solution meets these requirements?

• A. Use Amazon Inspector to configure security and compliance.
• B. Use Amazon SageMaker Clarify to generate simple metrics, reports, and examples. ✓
• C. Use Amazon Macie to encrypt and protect training data.
• D. Collect more data and use Amazon Rekognition to add custom labels to the data.

Correct Answer: B. Use Amazon SageMaker Clarify to generate simple metrics, reports, and examples.

Explanation

Amazon SageMaker Clarify is a powerful tool that provides model explainability capabilities, helping users understand how model predictions are derived. By generating simple metrics, reports, and examples, it enhances model transparency and interpretability—critical for healthcare companies subject to strict regulatory requirements. This enables the company to demonstrate its model’s decision-making process to regulators, satisfying transparency and explainability mandates.