Question 6
Domain 1: Describe AI workloads and considerationsHow can developers improve the quality of responses from generative AI?
Correct answer: B
Explanation
Developers improve generative AI output by giving the model examples and grounding data, because prompts with concrete references reduce ambiguity and steer the model toward the desired format and content. This aligns with prompt engineering practices that use examples and context to guide generation.
Why each option is right or wrong
A. By using complex prompts
B. By providing examples and grounding data in prompts
Under prompt-engineering practice, the model is steered by supplying few-shot examples and relevant grounding context in the prompt, which reduces ambiguity and constrains the output toward the intended format and content. In this question’s terms, that is the only choice that directly improves response quality by giving the model concrete reference points rather than relying on a vague instruction alone.
C. By increasing the size of the model
D. By reducing the amount of training data