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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. A Claude associate is evaluating whether to enable a Skill that was provided by an unfamiliar third party.
Which two checks best support a sound trust decision? (Select two.)

A) Skip permission review on the assumption that the Skill cannot exceed the boundaries of the workflow, even though Skills can request access that the task does not require.
B) Enable the Skill immediately on the basis of strong external reviews, even though its source has not been validated and its permissions remain unverified.
C) Treat the Skill's appearance in a public listing as sufficient validation, without confirming the source, requested permissions, or alignment with the organization's approved-Skill list.
D) Review the permissions and capabilities the Skill requests and confirm that the requested access is appropriate for the task the Skill is intended to perform.
E) Verify the source of the Skill against the organization's approved-Skill list before enabling it within Claude.ai or any Project the team uses for its work.

2. 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) Review the opening paragraph and the conclusion of the brief, since these sections typically reflect the quality of the full document.
C) Skip the source material check during review and rely on overall tone and logical flow as proxies for factual accuracy.
D) Conduct a systematic check of the brief against the task requirements, source material, and professional standards before sharing it.

3. A finance manager is about to discuss a confidential pre-announcement figure with Claude.
Which two settings best align with sound privacy practice for this conversation? (Select two.) Each correct answer presents a complete solution.

A) Treat the conversation as appropriate for default Memory settings, since the figure will only be discussed briefly and is unlikely to be retained.
B) Skip the privacy setting decision and proceed with default behavior, since the conversation will not explicitly instruct Claude to remember the figure.
C) Enable Memory contribution for the conversation so the context carries forward to support follow-up analysis in future sessions.
D) Open the conversation in Incognito mode, which prevents the conversation from contributing to Memory and avoids persistent retention of the confidential pre-announcement figure across sessions.
E) Disable Memory contribution for the conversation if Incognito mode is not used, so the confidential figure is not retained as persistent context that could surface in later unrelated sessions.

4. A senior manager is reviewing a colleague's habit of never updating their team's Project configurations because "if it works once, it works forever." Which feedback is most warranted?

A) Configurations should be left alone if the team is satisfied with current outputs, and any required updates should be handled at the chat level rather than the Project level.
B) Configurations should be updated on a fixed schedule regardless of whether the underlying policies and source documents have changed, since regular maintenance prevents drift.
C) Configurations should be reviewed and updated periodically because policies, terminology, and source documents change over time, even when output quality has not visibly degraded.
D) Configurations should be updated only when output quality visibly degrades, since proactive updates risk introducing regressions in working configurations.

5. 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) 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.
B) 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.
C) 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.
D) 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.

Solutions: