AWS Certified AI Practitioner (AIF-C01) — Question 29

A company is using the Generative AI Security Scoping Matrix to assess security responsibilities for its solutions. The company has identified four different solution scopes based on the matrix.
Which solution scope gives the company the MOST ownership of security responsibilities?

Answer options

• A. Using a third-party enterprise application that has embedded generative AI features.
• B. Building an application by using an existing third-party generative AI foundation model (FM).
• C. Refining an existing third-party generative AI foundation model (FM) by fine-tuning the model by using data specific to the business.
• D. Building and training a generative AI model from scratch by using specific data that a customer owns.

Correct answer: D

Explanation

The correct answer, D, represents the highest level of ownership because the company is entirely responsible for building and training the model, which includes all security measures. Options A, B, and C involve reliance on third-party solutions, which means the company has less control and ownership over the security responsibilities associated with those systems.