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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are an HR specialist reviewing data items proposed for inclusion in a Claude prompt.
Which two data items are appropriate to include in a Claude prompt for a routine task? (Select two.) Each correct answer presents a complete solution.

A) A redacted job description that the model will adapt for a posting.
B) An anonymized summary of an HR policy that the model will rephrase.
C) Accommodation request notes from an employee's HR file needed to draft a role-adjustment memo.
D) Employee identification numbers and hire dates for the team roster included to help Claude personalize onboarding communications.
E) A compensation-band summary that includes employee names and current salary figures for a specific team.

2. You are a marketing manager using Claude to research a new market segment.
Which research step should be performed first?

A) Define the specific research questions that must be answered for the segment.
B) Generate a final research report combining every Claude output produced.
C) Submit a series of Claude prompts to gather information across the segment.
D) Validate the gathered information against authoritative external sources.

3. A knowledge worker is briefing a stakeholder group on Claude's limitations. The stakeholders will use Claude on customer-facing work where confident-sounding output that contains errors would cause real harm.
Which limitation is most important to communicate clearly?

A) Claude's responses vary across runs of the same prompt, so stakeholders should run each prompt several times and compare outputs before using any single response.
B) Claude can produce long, detailed responses that take time to read, so stakeholders should request shorter outputs when working under tight deadlines.
C) Claude's knowledge has a training cutoff, so stakeholders must verify any time-sensitive claims against current sources before using them.
D) Claude can produce confident-sounding output that contains unsupported claims, so human review remains essential for high-impact work.

4. You are a content creator. A first response from Claude is accurate but uses inconsistent terminology that does not match your organization's glossary.
Which iterative change addresses the issue most directly?

A) Provide the organization's glossary and instruct Claude to use only those terms throughout the response.
B) Remove the topic from the prompt to avoid the terminology issue entirely.
C) Increase the requested length so the inconsistent terminology appears more often.
D) Ask Claude to invent additional terms unrelated to the glossary.

5. A knowledge worker is explaining how to use feedback to improve Claude-supported work over time.
Which description is most accurate?

A) Capture specific feedback after each run, translate it into targeted prompt or workflow changes, and observe whether subsequent runs improve.
B) Capture feedback as an aggregate quality score per run, since aggregate scores show whether quality is improving without requiring detail on individual issues.
C) Capture feedback only after several runs so patterns emerge from the volume of observations, then apply changes based on the patterns rather than any single run.
D) Capture general impressions after each run and apply them as broad prompt rewrites, since broad rewrites cover more potential issues than targeted changes.

Solutions: