AWS Certified AI Practitioner (AIF-C01) — Question 91

A financial institution is building an AI solution to make loan approval decisions by using a foundation model (FM). For security and audit purposes, the company needs the AI solution's decisions to be explainable.

Which factor relates to the explainability of the AI solution's decisions?

Answer options

• A. Model complexity
• B. Training time
• C. Number of hyperparameters
• D. Deployment time

Correct answer: A

Explanation

The explainability of an AI solution's decisions is largely influenced by model complexity; simpler models are generally easier to interpret. In contrast, factors like training time, number of hyperparameters, and deployment time do not directly impact how understandable the decision-making process of the AI is.