Validation & Sources — CCAO-F Practice Question
A representative Claude Certified Associate - Foundations (CCAO-F) exam question on Validation & Sources. Work through it below, then read why each option is right or wrong.
Short answer
The correct answer is D. Verify each figure against the cited primary source and mark unsupported claims.
Precision is not evidence. High-impact factual claims should be checked against authoritative sources; self-reported model confidence is not a substitute for verification.
The Question
Claude drafts a market brief containing five precise growth figures. The brief will inform a budget decision. What should the analyst do before using it?
Why D is correct
Precision is not evidence. High-impact factual claims should be checked against authoritative sources; self-reported model confidence is not a substitute for verification.
Why the other options are wrong
Option A does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (D) is the only one that fully meets every constraint stated in the question.
Option B does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (D) is the only one that fully meets every constraint stated in the question.
Option C does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (D) is the only one that fully meets every constraint stated in the question.
Key idea: Validation & Sources
Precision is not evidence. High-impact factual claims should be checked against authoritative sources; self-reported model confidence is not a substitute for verification. On the CCAO-F exam, questions in the "Output Evaluation and Validation" domain test whether you can map a scenario's constraints to the right choice. Read the requirement carefully, eliminate options that violate any single constraint, and pick the one that satisfies all of them with the least operational overhead.
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