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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are running a controlled experiment to compare two prompts and must complete the design steps before executing the experiment.
Which two steps must be completed BEFORE running the experiment with random assignment? (Select two.) Each correct answer presents part of the solution.

A) Analyze the results against the predefined success metric and significance threshold.
B) Decide whether to promote, reject, or iterate the candidate based on the analysis.
C) Document the recommendation, the trade-offs accepted, and the alternatives considered.
D) Determine the minimum detectable effect size and the sample size needed for power.
E) Define the hypothesis and the primary success metric for the comparison.

2. A customer support team has proposed delegating customer refund decisions to a Claude-driven workflow with no human review for refunds under 50 USD. The team's reasoning is that small refunds are low-risk and human review would erase the efficiency gain.
Which Delegation-competency principle should guide your response?

A) Delegation should always include human review on every decision the workflow produces.
B) Delegation scope should reflect the type of risk involved, not the transaction size alone.
C) Delegation should be avoided entirely wherever financial transactions occur in the workflow.
D) Delegation scope should be set primarily by maximizing efficiency gains across the workflow.

3. You are reviewing an integration specification for security gaps.
Which two findings constitute valid security gaps in the specification? (Select two.) Each correct answer presents a complete solution.

A) Role-based access control is enforced only at the response-rendering layer after the model accesses restricted data.
B) Tool inputs and outputs are encrypted in transit using transport-layer security between services.
C) Per-user OAuth tokens are exchanged with scope-restricted permissions and refreshed within the active session.
D) Service credentials are placed in the prompt context, where they can leak into logs and traces.
E) Tool calls execute server-side under a least-privilege service principal scoped to the requested action.

4. You are designing a human-in-the-loop validation workflow for a new Claude-based deployment and must complete the design steps before piloting the workflow.
Which two steps must be completed BEFORE piloting the workflow with a representative subset of traffic?
(Select two.)
Each correct answer presents part of the solution.

A) Onboard the reviewer pool with role-specific training on the check criteria and escalation procedures.
B) Document the workflow with check criteria, escalation paths, and service-level agreements (SLAs) for each step.
C) Iterate the workflow design based on observed pilot findings before broader rollout to production.
D) Identify the decision points in the pipeline that require human oversight by impact and reversibility.
E) Define the sampling strategy and the escalation criteria at each oversight point in the pipeline.

5. You are reviewing a peer's draft system prompt that contains contradictory instructions: one section says never to speculate beyond the supplied source, while another says to confidently fill in any gaps.
Which response is most appropriate?

A) Add a priority instruction directing the model to evaluate all instructions and apply whichever appears most contextually appropriate on each request.
B) Keep both instructions and rely on the model to decide which one to follow on each request.
C) Increase temperature so output randomness masks the contradiction.
D) Remove or rewrite the gap-filling instruction so the prompt consistently constrains the model to source- supported content.

Solutions: