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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

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

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

Question 2

You are an analyst working on a one-off complex problem that genuinely requires multi-step reasoning over an extended chain of thought.
Which model is best suited to this work?

A. Opus, because it is positioned as the most capable for advanced reasoning on complex, specialized tasks.
B. Haiku, because lightweight models are always preferred regardless of complexity.
C. A non-Anthropic model, because the Claude lineup has no option for complex reasoning.
D. Any model, because reasoning depth does not vary across the lineup.

Question 3

A project manager is transforming a Claude-generated draft into a polished board memo. The board reads the memo before the meeting and expects it to be scannable, factually verified, and consistent with the organization's standard terminology.
Which set of refinements is most appropriate?

A. Apply consistent headings, expand each section to give the board full context, and align terminology with the organization's standards.
B. Apply consistent headings, tighten wording for executive scanability, align terminology with the organization's standards, and verify each fact against source data.
C. Tighten wording for executive scanability and verify each fact against source data; leave heading structure and terminology as written to preserve the draft's voice.
D. Apply consistent headings and align terminology with the organization's standards; rely on Claude's verification of facts, since the draft was generated from the source data.

Question 4

You are an HR specialist sorting potential ethical risks of a Claude-supported workflow.
Which two risks pose the highest ethical concern in an HR-adjacent workflow? (Select two.) Each correct answer presents a complete solution.

A. a clerical typo in a routine internal calendar invitation
B. outputs that systematically disadvantage members of a protected group
C. decisions that materially affect a person's employment without human accountability
D. inconsistent use of the company's preferred dash style across documents
E. inconsistent tone and formatting across internal HR communications sent to employees

Question 5

You are reviewing items proposed for inclusion in a Project that supports policy summaries.
Which two items are appropriate to include in the Project? (Select two.) Each correct answer presents part of the solution.

A. active client case files maintained by a separate legal team for a different workstream
B. presentation slides from a recent team training session on internal communication standards
C. employee onboarding records used in a separate HR workflow managed by the same team
D. the summary format and the audience expectations the summaries must meet
E. the current policy library that the summaries are drawn from

Solutions: