Question 111
CCA-F is a newly released exam. These practice questions reflect our best current understanding — the exact wording and question formats may change in the live exam until the certification matures. Use them to learn the concepts, not to memorize.
Scenario: Prompt Engineering and Structured Output - You must clarify an ambiguous transformation requirement to Claude. The team debates whether to write a long prose description of the desired behavior or to provide a few concrete input/output examples. Which is most effective for communicating the expectation?
- AProvide 2–3 concrete input/output examples demonstrating the exact transformation.
- BWrite a longer, more detailed prose description and avoid examples.
- CIncrease temperature so the model explores interpretations.
- DProvide a single example and assume the model generalizes perfectly.