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Anthropic Claude Certified Associate-Foundations Sample Questions:

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

2. You are a Claude associate troubleshooting a recurring poor output.
Which is the correct order of diagnostic steps?
(1) Form a hypothesis about which prompt element most likely caused the deficiency.
(2) Apply a single targeted change and observe the effect on the output.
(3) Read the output end to end and identify the specific deficiency.
(4) Compare the deficient output to the prompt to spot mismatches between input and output.
(5) Document the root cause and the resolution for future reference.

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

3. A Claude associate is incorporating reviewer feedback that named two specific issues with a Claude-drafted brief. The rest of the brief was accepted as written.
Which next step is most likely to produce a strong revision?

A) Address the two specific issues directly, leave unrelated parts unchanged, and document the changes for the next review.
B) Rewrite the brief from scratch incorporating the two specific issues, since starting fresh integrates the feedback more cleanly than targeted edits.
C) Address the two specific issues and also revise unrelated sections to maintain a consistent voice across the brief after the edits.
D) Address the two specific issues and add a third improvement the associate identified, since combining reviewer feedback with self-identified improvements is more efficient.

4. You are optimizing a recurring Claude workflow and must complete the diagnostic steps before changing the workflow.
Which two diagnostic steps must be completed BEFORE changing the recurring workflow? (Select two.) Each correct answer presents part of the solution.

A) Notify executive leadership of the projected savings from the optimization.
B) Deploy the updated workflow across the team and monitor for adoption issues.
C) Document the revised workflow steps and update the team's standard operating procedures.
D) Identify the steps that contribute most to time, cost, or quality issues.
E) Measure the current workflow's quality, time, and cost across recent runs.

5. You are evaluating a Claude output that appears to contain hallucinated content.
Which response step should be performed first when a hallucination is suspected?

A) Notify the user community that the output contains a hallucinated claim.
B) Discard the entire output and regenerate the output with a fresh prompt.
C) Document the hallucination pattern in the team's risk register for future reference.
D) Pinpoint the specific claim that appears to be unsupported by available evidence.

Solutions: