Q49 — AWS AIF-C01 Ch.3

Question 49 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 technique can the company use to ensure generated content includes domain-specific terminology?

• A. Domain-adaptive fine-tuning ✓
• B. Reinforcement Learning from Human Feedback (RLHF)
• C. Instruction-based fine-tuning
• D. Supervised learning

Correct Answer: A. Domain-adaptive fine-tuning

Explanation

Domain-adaptive fine-tuning is a specialized technique that adjusts a pre-trained foundational model using domain-specific data, enabling it to learn industry-specific vocabulary, syntax, and contextual nuances. For a company building a domain-specific text-generation solution, this approach ensures outputs incorporate accurate, relevant domain terminology—critical for maintaining technical correctness and brand alignment in externally published blog and marketing content.