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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are defining escalation criteria for ambiguous cases in an automated workflow.
Which set of criteria best supports consistent escalation?

A) A confidence score below a defined threshold, presence of high-impact decision categories, ambiguity flags raised by content classifiers, and the user's explicit request for review.
B) No escalation criteria; the model decides independently on every turn whether to escalate, without explicit confidence thresholds, impact categories, or classifier-based ambiguity flags.
C) Escalation only after an affected customer has contacted support to complain, after the automated workflow has already completed without human review.
D) Escalation at the discretion of whoever is available when the team's on-call engineer has spare capacity, without a defined threshold, category, or ambiguity criterion.

2. You are defining transparency practices for a customer-facing assistant whose responses are materially shaped by AI.
Which transparency practice most directly supports responsible deployment?

A) Refuse to answer any user question about how the responses were produced or whether AI was involved, treating the AI's role as confidential operational information.
B) Disclose AI involvement only to internal staff and operators while withholding that information from the end users whose interactions are materially shaped by the AI system.
C) Disclose AI involvement to end users in line with the organization's transparency policy and provide a documented path to reach a human when needed.
D) Misrepresent the AI's role in producing responses in order to make the assistant feel more trustworthy or more human, undermining informed user consent and organizational transparency.

3. You are sequencing decomposed components in an invoice-processing pipeline.
For each of the decomposed components, select the execution layer it belongs to: "Pre-Processing," "Model Stage," or "Post-Processing."

4. A Claude architect is designing a HIPAA-compliant pipeline that processes patient records.
Which two design decisions directly support HIPAA compliance requirements? (Select two.)

A) Setting max_tokens to a low value to minimize the volume of text generated per request.
B) Selecting the highest-capability Claude model to maximize diagnostic accuracy.
C) Using streaming responses to reduce perceived latency for clinical users.
D) Enforcing role-based access controls so that PHI is retrievable only by authorized personnel.
E) Ensuring patient data is never included in training feedback loops sent to the model provider without a BAA in place.

5. You are compiling team-setup practices for a Claude Code rollout across an engineering organization.
Which two practices belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) Apply managed configuration centrally for security-critical settings that must not be overridden by individual engineers.
B) Use project scope for personal editor preferences so the preferences apply consistently within the project.
C) Use project scope for team-shared Model Context Protocol (MCP) servers and permission rules under version control.
D) Use local scope for security-critical permission rules so each engineer can adapt them to ongoing work.
E) Use user scope for team-shared MCP servers so every engineer on the team has consistent access.

Solutions: