Q14 — AWS AIF-C01 Ch.3

Question 14 of 100 | ← Chapter 3

A company operating in a highly regulated industry wants to deploy a large language model (LLM) for content generation use cases. What is the primary challenge associated with human-centered LLM design in such environments?

• A. Low computational capacity of AI systems
• B. Model transparency and explainability ✓
• C. Lack of predictive accuracy
• D. Large number of model parameters

Correct Answer: B. Model transparency and explainability

Explanation

In highly regulated industries, human-centered LLM design emphasizes transparency and explainability to meet regulatory expectations around decision traceability, fairness, and accountability. These attributes allow organizations to understand, validate, and communicate how decisions are made—critical for audits and stakeholder trust. While other factors like computational capacity or parameter count present technical challenges, transparency and explainability are paramount in regulated contexts.