Q60 — AWS AIF-C01 Ch.2

Question 60 of 100 | ← Chapter 2

A company wants to use a pre-trained generative AI model to create marketing content. It needs to ensure generated content aligns with its brand voice and messaging requirements.

• A. Optimize model architecture and hyperparameters to improve overall model performance.
• B. Increase model complexity by adding more layers to the architecture.
• C. Create effective prompts with clear instructions and contextual guidance to steer model output. ✓
• D. Select a large and diverse dataset to pre-train a new generative model.

Correct Answer: C. Create effective prompts with clear instructions and contextual guidance to steer model output.

Explanation

Ensuring alignment between generative AI output and brand voice/messaging relies primarily on guiding the model’s behavior—not retraining or architectural changes. Effective prompting with explicit instructions and relevant context (C) directly controls output style, tone, and content relevance, making it the most practical, efficient, and controllable solution. Architecture optimization (A), increased complexity (B), or pre-training a new model (D) are resource-intensive and less precise for enforcing consistent brand alignment.