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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are validating evaluation criteria proposed for a Claude-generated business brief.
Which three criteria are valid for evaluating a Claude-generated brief? (Select three.) Each correct answer presents part of the solution.

A) Total word count of the output relative to general industry benchmarks for business briefs
B) Alignment of the output with the requested format and length constraints
C) Consistency of the writing style with the organization's established tone guidelines
D) Presence of an executive-summary section regardless of whether one was requested
E) Factual accuracy of the claims against the supplied source material

2. A finance consultant is adapting a Claude-generated narrative for a quarterly investor update. Investors have a fixed time window for the call and expect the headline result and forward outlook to be clear early.
Which adaptation is most appropriate for this audience?

A) Lead with the quarter's operational highlights, present the financial result in the middle for context, and close with the forward outlook.
B) Lead with the forward outlook, since investors are most interested in what comes next, and present the headline result and drivers afterward.
C) Lead with the headline result, present the key drivers concisely, and close with the forward outlook.
D) Lead with a chronological recap of the quarter's events, present the headline result at the natural end of the recap, and conclude with the forward outlook.

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

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

5. You are running an optimization pass on a recurring workflow.
Which is the correct order of optimization steps?
(1) Apply targeted optimization to the bottleneck step.
(2) Roll out the optimized workflow to the broader team and document the change.
(3) Identify the bottleneck step using measured time per step and queue length.
(4) Map the current workflow steps, owners, and decision points.
(5) Pilot the change with a small group and measure the effect against the prior baseline.

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

Solutions: