Claude Certified Associate Foundations CCAO-F Exam Questions

Question #6 (Topic: Demo Questions)

A developer needs to demonstrate an AI-assisted workflow to stakeholders, including how it handles edge cases. Which input strategy is most defensible?

Use whichever real records are easiest to obtain for speed

Generate synthetic data that reproduces the edge cases without using any real personal data

Use real records for the edge cases because synthetic data may not be realistic

Use real records with only the most obvious identifiers hidden

Correct Answer: B

Explanation:

Synthetic data can be crafted to reproduce edge cases while exposing no real individual, making it the most defensible choice for a demonstration. Key takeaway: build the edge cases into synthetic data rather than reaching for real records.

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