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Anthropic CCAO-F Exam Overview:

Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

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 with the requirements?

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

Question 2

You are reviewing Connector setups that colleagues have proposed for various tasks.
Which two Connector setups represent safe and appropriate uses? (Select two.) Each correct answer presents a complete solution.

A. a Connector that links to the personnel-records system for team leads to support scheduling tasks
B. a Connector that links to the payroll system to allow team members to submit expense reports directly
C. a Connector that links to the team's project management workspace under approved scope
D. a read-only Connector that links to the public knowledge base for reference content
E. a Connector that links to a personal cloud storage account where team members store working drafts alongside personal files

Question 3

You are a marketing manager deciding what to include in custom instructions for a writing-focused Project.
Which two items belong in the custom instructions? (Select two.)
Each correct answer presents a complete solution.

A. The brand voice and tonal expectations the writing must follow.
B. The prompt author's preferred response length for internal messages unrelated to external deliverables.
C. The standard structure and length expectations for typical deliverables.
D. The preferred writing style of the marketing manager who will review all final deliverables.
E. A representative sample of past writing that reflects the team's preferred style and structure.

Question 4

You are a project manager working through a long planning conversation with Claude and must keep the conversation productive as it grows.
Which two practices keep a long planning conversation productive? (Select two.) Each correct answer presents a complete solution.

A. Avoid summarizing so the model retains every original word it has produced.
B. Periodically summarize decisions made so far to compress the working state.
C. Restate constraints and goals when the focus shifts to a new subtopic.
D. Open a new thread for every minor follow-up question to keep threads short.
E. Switch context aggressively between unrelated planning topics within one thread.

Question 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. 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. 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. 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. 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.

Solutions: