Anthropic CCAO-F

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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. A knowledge worker is explaining how to use feedback to improve Claude-supported work over time.
Which description is most accurate?

A) Capture feedback only after several runs so patterns emerge from the volume of observations, then apply changes based on the patterns rather than any single run.
B) Capture specific feedback after each run, translate it into targeted prompt or workflow changes, and observe whether subsequent runs improve.
C) Capture feedback as an aggregate quality score per run, since aggregate scores show whether quality is improving without requiring detail on individual issues.
D) Capture general impressions after each run and apply them as broad prompt rewrites, since broad rewrites cover more potential issues than targeted changes.

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

3. You are a Claude associate running an ethics review on a Claude-assisted deliverable before publication.
Which is the correct order of review steps?
(1) Confirm that transparency requirements are met for the audience receiving the deliverable.
(2) Document the review outcome and any changes made.
(3) Identify the audience and the potential impact of the deliverable on that audience.
(4) Make targeted revisions or escalate if a concern requires more authority to resolve.
(5) Examine the content for unsupported generalizations, fairness concerns, and accuracy issues.

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

4. You are a project manager at Orinexa, Inc. You are picking a Claude model for a new production workload and must complete the requirements steps before testing candidates.
Which two steps must be completed BEFORE testing candidate models on a representative sample? (Select two.) Each correct answer presents part of the solution.

A) Sign off on the production rollout plan with the platform and security teams.
B) Retest the selected model whenever a new model version is released.
C) Promote the selected model to production traffic for the workload.
D) Define the quality bar, the latency tolerance, and the expected request volume.
E) Choose a candidate model based on the requirements profile and known capabilities.

5. An HR associate is preparing to use Claude on a sensitive personnel matter. The organization's AI policy explicitly states that information related to ongoing investigations must not be entered into AI tools.
Which response best aligns with the policy?

A) Refrain from entering investigation-related information into Claude and consult HR leadership for an approved alternative way to handle the matter.
B) Enter the investigation-related information into Claude only after the investigation closes, since the policy applies during the investigation period.
C) Enter a paraphrased version of the investigation-related information that removes identifying details, since paraphrasing addresses the spirit of the policy.
D) Enter the investigation-related information into Claude in an Incognito chat, since Incognito chats do not retain information and therefore fall outside the policy's intent.

Solutions: