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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. 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) 5, 3, 1, 4, 2
D) 3, 1, 5, 4, 2

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

3. You are decomposing a "build a customer journey map" request.
Which is the correct order of decomposed steps?
(1) Identify the touchpoints the customer encounters during each stage.
(2) Define the persona and the journey scope to be mapped.
(3) Capture pain points and opportunities at each touchpoint.
(4) Synthesize the findings into the final journey-map artifact.
(5) Identify the major stages the persona moves through.

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

4. A knowledge worker is explaining the cost, speed, and quality trade-offs across Claude models to a colleague.
Which generalization correctly describes the trade-off?

A) Lighter models consume more resources per request than more capable models because they always require multiple passes to match higher-model quality.
B) More capable models generally consume less of the usage limit because their reasoning is more efficient, even though they run more slowly than lighter models.
C) Speed and resource consumption are independent of model capability; the difference between Haiku, Sonnet, and Opus is reasoning depth alone.
D) More capable models generally consume more resources and run more slowly, while lighter models are usually faster and less expensive.

5. You are a research associate preparing inputs for a long task that references two lengthy regulatory documents, but only specific sections apply.
Which approach best preserves context-window capacity?

A) Split each document into one-character pieces and provide them one at a time.
B) Paste the full text of both documents without trimming to maximize the available material.
C) Extract only the relevant sections from each document and include those, omitting unrelated chapters.
D) Skip the documents entirely and rely on Claude to invent the missing context.

Solutions: