Exam Certified Generative AI Engineer Associate topic 1 question 56 discussion

Actual exam question from Databricks's Certified Generative AI Engineer Associate

Question #: 56
Topic #: 1

[All Certified Generative AI Engineer Associate Questions]

A Generative AI Engineer is building an LLM to generate article headlines given the article content. However, the initial output from the LLM does not match the desired tone or style.

Which approach would be most effective for adjusting the LLM’s response to achieve the desired response?

A. Exclude any article headlines that do not match the desired output
B. Fine-tune the LLM on a dataset of desired tone and style
C. Provide the LLM with a prompt that explicitly instructs it to generate text in the desired tone and style
D. All of the above

Show Suggested Answer

Suggested Answer: D 🗳️

by adaine at May 22, 2025, 5:14 a.m.

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Mogit

1 day, 22 hours ago

Selected Answer: C

B (Fine-tuning): While powerful, it’s resource-intensive and requires a dataset, which may not be readily available. It’s better as a follow-up if prompt engineering falls short. D (All): Combining all is less focused and includes the ineffective A. The question implies a single best approach, and C provides the most immediate, effective results. Final Answer: C. Provide the LLM with a prompt that explicitly instructs it to generate text in the desired tone and style.

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