AWS Certified AI Practitioner (AIF-C01) — Question 347

A company is building a generative AI tool. The company will use internal documents to customize a foundation model (FM).

Which approach will meet this requirement?

Answer options

• A. Classification
• B. Continued pre-training
• C. Distillation
• D. Regression

Correct answer: B

Explanation

Continued pre-training allows a foundation model to acquire domain-specific knowledge by training on an organization's unlabeled internal documents. Distillation is a technique used to transfer knowledge from a larger model to a smaller one, whereas classification and regression are standard supervised learning tasks rather than foundation model customization methods.