Anthropic CCAO-F Actual Tests : Claude Certified Associate-Foundations

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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. Before sharing a Claude-generated brief, an analyst is applying the AI Fluency Framework Discernment competency to evaluate it.
Which review best reflects Discernment principles?

A) Accept the brief on the basis that it reads fluently and the subject matter aligns with the analyst's professional knowledge of the topic.
B) Conduct a systematic check of the brief against the task requirements, source material, and professional standards before sharing it.
C) Skip the source material check during review and rely on overall tone and logical flow as proxies for factual accuracy.
D) Review the opening paragraph and the conclusion of the brief, since these sections typically reflect the quality of the full document.

2. You are an operations manager preparing a quick reference card for a team.
Which description correctly characterizes the three Claude model tiers in general terms?

A) All three models offer the same reasoning depth and differ only in response speed and cost.
B) Haiku is the most capable model for the deepest reasoning, while Opus is the lightweight model for quick replies.
C) Haiku is fast and lightweight, Sonnet is the balanced default for most everyday work, and Opus is the most capable for complex reasoning at higher latency and cost.
D) Sonnet is the fastest of the three models because its architecture is optimized for speed rather than reasoning depth.

3. A business analyst has been asked to use Claude to extract requirements from a recorded stakeholder interview transcript. The transcript is approximately 90 minutes long and covers multiple topics.
Which approach is most likely to produce a usable structured output?

A) Provide the transcript and ask Claude to produce a single ranked list of requirements, since a single list is easier for stakeholders to review than separate sections.
B) Provide the transcript along with a structured prompt that requests must-haves, nice-to-haves, open questions, and conflicts as separate sections.
C) Provide the transcript and ask Claude to summarize it; extract requirements from the summary in a second pass since two passes catch more detail.
D) Provide the transcript and ask Claude to produce a chronological list of every statement that contains a verb, then classify each statement as a requirement or not.

4. You are evaluating proposed workflow changes against whether they meaningfully improve the workflow.
Which two proposed changes meaningfully improve a recurring Claude workflow? (Select two.) Each correct answer presents a complete solution.

A) updating the team's shared workspace name to reflect the new workflow process
B) extracting the standard reference material into a Project to avoid repeating it
C) labeling each workflow step with descriptive names to improve readability for new team members
D) adding a quality check on outputs before they enter the downstream process
E) reorganizing the workflow document's section headings to improve navigation

5. An account manager has used Claude to extract requirements from stakeholder notes. Three requirements appear to conflict: two stakeholders specified mutually exclusive workflow steps, and a third requirement assumes an outcome that the first two would prevent.
Which step is most appropriate?

A) Ask Claude to propose compromise wording for each conflict and submit the compromise to stakeholders as the proposed resolution.
B) Present all three conflicting requirements as alternative options in the requirements document, leaving the resolution to the project's decision-making process later.
C) Select the requirement that has the strongest business justification in the source notes, set the conflicting requirements aside, and proceed with the selected one.
D) Flag the conflicts in the requirements document, document the source for each side, and route the conflicts back to the originating stakeholders for resolution.

Solutions: