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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are reviewing a Claude-generated report whose tone is confident throughout.
Which question best separates plausibility from verification?

A) Does the response cover the topic comprehensively based on its length and section count?
B) Does the response use varied sentence structure across sections?
C) Can each specific claim be traced to a credible source or to the supplied input material?
D) Does the response open with a clear, well-framed statement of the main finding?

2. A knowledge worker is iterating a prompt that has produced a partly acceptable response.
Which refinement practice produces the strongest learning across iterations?

A) Restart from a fresh prompt each iteration so that prior wording does not bias the next attempt, and pick the strongest response at the end.
B) Address every weakness the response showed in a single revision, then compare the revised output against the prior version.
C) Make several related changes in one iteration when they target the same weakness, and revert the whole set if the combined change makes the output worse.
D) Change one identifiable element per iteration, capture the change and its effect, and adjust another element only after the first is settled.

3. You are reviewing a Claude-generated competitor brief for unsupported claims.
Which is the correct order of review steps?
(1) Cross-check each specific claim against the supplied source material or trusted external references.
(2) Decide whether to correct, re-prompt, or escalate based on the findings.
(3) Document each unsupported or inconsistent claim with its location and severity.
(4) Identify the specific factual claims, statistics, and citations in the brief.
(5) Read the brief from beginning to end and flag any claims that feel surprising.

A) 1, 4, 5, 3, 2
B) 5, 1, 4, 3, 2
C) 4, 5, 1, 3, 2
D) 5, 4, 1, 3, 2

4. You are a communications manager validating a Claude-generated newsletter that includes a specific industry growth figure. The figure appears in three trade-press articles, but none of them link to the underlying study.
Which validation step is correct?

A) Use the highest figure across the three articles to make the newsletter more compelling.
B) Locate the original study referenced by the trade-press articles and verify the figure in the primary source.
C) Accept the figure because three trade-press articles repeat it.
D) Remove the source attribution and present the figure as common knowledge.

5. An HR team member is reviewing a Claude-drafted set of interview questions intended for use across all candidates for a single role. The questions will be asked in the same order to every candidate.
Which review practice best supports fairness?

A) Review the questions and add follow-up questions tailored to each candidate's resume so each interview can explore the candidate's specific experience.
B) Review the questions to ensure they apply equally to all candidates, avoid assumptions about candidate backgrounds, and focus on the role's actual requirements.
C) Review the questions for length and tone, since the questions Claude drafts are well-aligned to role requirements by default and need only stylistic adjustment.
D) Review the questions and rotate the order across candidates so no candidate is consistently asked the hardest questions first.

Solutions: