Q50 — AWS AIF-C01 Ch.3

Question 50 of 100 | ← Chapter 3

A company is exploring generative AI foundational models (FMs) to build a domain-specific text-based solution. The solution will be used internally to generate blog posts and marketing content, which will be published on the company’s external website. Which method should the company use to assess the quality of generated content before publishing it online?

• A. Implementing guardrails
• B. Using Retrieval-Augmented Generation (RAG)
• C. Performing few-shot prompt engineering
• D. Incorporating human evaluation ✓

Correct Answer: D. Incorporating human evaluation

Explanation

Before publishing AI-generated content on an external website, rigorous quality assessment is essential to safeguard brand reputation, factual accuracy, coherence, grammatical correctness, and alignment with corporate voice. While guardrails, RAG, and prompt engineering support safer or more accurate generation, they do not replace direct human judgment. Human evaluation provides nuanced, context-aware validation that automated methods cannot fully replicate—making it indispensable for final quality assurance prior to public release.