CCAO-F Exam - Free Anthropic Questions and Answers

Question #6 (Topic: Exam A)

Preparing an AI-assisted work product for external delivery, a senior manager is applying the AI Fluency Framework Diligence competency.
Which step best reflects Diligence principles?

A. Deliver the work product without independent verification on the basis that AI assistance shifts accountability away from the human, even though Diligence holds the human fully accountable for the output. B. Delegate accountability for the AI-assisted work product to Claude itself rather than retaining it as a human obligation, contrary to the Diligence principle that humans remain accountable for AI-assisted outputs. C. Skip verification of any element on the assumption that fluent output implies accuracy, even though Diligence requires the human to verify and correct AI-assisted outputs before they are acted upon. D. Identify the elements of the work product that must be independently verified or corrected before delivery, and take ownership of those verifications as a professional accountability obligation.

Answer: D

Question #7 (Topic: Exam A)

You are reviewing claims about prompt iteration that colleagues have made in a recent training. Which two claims about prompt iteration are accurate? (Choose two.)
Each correct answer presents a complete solution.

A. Repeated resubmission of the same prompt is the most reliable way to improve output. B. Output comparison against original criteria validates whether iteration helped. C. Iteration is most productive when each change targets a specific diagnosed weakness. D. Iteration should stop only after every possible alternative phrasing has been tried. E. More iterations always produce a better output regardless of what was changed.

Answer: BC

Question #8 (Topic: Exam A)

A Claude associate is reviewing a Claude-drafted set of customer-segment descriptions for an internal marketing brief. One description applies a generalization about a demographic group’s purchasing behavior that does not hold for individual customers in the segment.
Which response is most appropriate?

A. Revise the description to focus on observed behaviors rather than generalizations about people, and validate the revision against actual customer data. B. Remove the entire customer-segment description from the brief, since any segmentation that involves demographic characteristics is likely to introduce similar issues. C. Keep the description as written for the internal brief, since internal use does not carry the same risk as external publication of demographic generalizations. D. Add a disclaimer to the description, noting that the generalization may not apply to all individuals in the segment, and keep the underlying description unchanged.

Answer: A

Question #9 (Topic: Exam A)

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

Answer: B

Question #10 (Topic: Exam A)

You are a customer-success lead running an interactive workflow where each turn must respond quickly and the per-turn reasoning is light. Which selection best aligns to the requirements?

A. Choose any model because latency does not vary by model. B. Choose Haiku to keep latency low and to handle a light reasoning load efficiently at scale. C. Choose Opus to maximize reasoning depth despite higher latency. D. Choose a model based on the alphabetical order of its name.

Answer: B

Anthropic CCAO-F - Claude Certified Associate - Foundations Exam