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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. Before sharing a Claude-generated brief, an analyst is applying the AI Fluency Framework Discernment competency to evaluate it.
Which review best reflects Discernment principles?

A) Conduct a systematic check of the brief against the task requirements, source material, and professional standards before sharing it.
B) Review the opening paragraph and the conclusion of the brief, since these sections typically reflect the quality of the full document.
C) Accept the brief on the basis that it reads fluently and the subject matter aligns with the analyst's professional knowledge of the topic.
D) Skip the source material check during review and rely on overall tone and logical flow as proxies for factual accuracy.

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

3. You are a project lead reviewing a teammate's habit of using the same prompt template for every task regardless of type.
Which feedback is most warranted?

A) The habit is ideal because a single template guarantees consistent quality across all task types.
B) The prompting strategy should not change between tasks because adapting it wastes time and adds no value.
C) The prompting strategy should be adapted to each task type because one template does not produce equally strong outputs across all tasks.
D) Task type has no effect on the appropriate prompting strategy.

4. You are a marketing manager using Claude to ideate concepts for a campaign and must complete the framing steps before generating concepts.
Which two framing steps must be completed BEFORE asking Claude to generate concepts? (Select two.) Each correct answer presents part of the solution.

A) Schedule the campaign launch and rollout dates with the agency.
B) Select a finalist concept and prepare it for stakeholder approval.
C) Define the goal of the campaign and its success metrics.
D) Define the brand voice and the audience the concepts will address.
E) Review the Claude-generated concepts and select the two strongest for further development.

5. You are a content creator. A first response from Claude is accurate but uses inconsistent terminology that does not match your organization's glossary.
Which iterative change addresses the issue most directly?

A) Remove the topic from the prompt to avoid the terminology issue entirely.
B) Ask Claude to invent additional terms unrelated to the glossary.
C) Increase the requested length so the inconsistent terminology appears more often.
D) Provide the organization's glossary and instruct Claude to use only those terms throughout the response.

Solutions: