CCAR-P最も有効な質問と解答で勉強

An architect is reviewing a set of architecture documentation packages before handing off a Claude-based pipeline to an implementation team.
Which two characteristics indicate that a documentation package is sufficient to support implementation without ongoing architect involvement? (Select two.)

• A. The document specifies integration contracts, configuration schemas, and expected input/output shapes for each component.
• B. The document includes a decision log that records the rationale for key architectural choices and the alternatives rejected.
• C. The document lists all Claude models that were evaluated but does not specify which was selected or why.
• D. The document includes the architect's contact information for questions arising during implementation.
• E. The document provides a high-level narrative description of the business problem without component- level detail.

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. Selecting the highest-capability Claude model to maximize diagnostic accuracy.
• B. Setting max_tokens to a low value to minimize the volume of text generated per request.
• 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.

You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
Which pattern is the best fit?

• A. Multi-agent orchestration with a planner, researcher, and writer agent for every query.
• B. A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.
• C. Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.
• D. A static prompt with the entire policy corpus concatenated into every request.

You are a platform architect designing an internal Claude-based assistant that serves both finance analysts and external auditors. Each population must access only documents permitted by its role.
Where should role-based access control be enforced in the pipeline?

• A. Nowhere in the pipeline; rely on the model's general refusal behavior to reject unauthorized document access without any enforced access control.
• B. Inside the system prompt as a natural-language instruction for Claude to ignore unauthorized documents.
• C. At the retrieval layer, before any role-restricted content reaches the prompt-construction step or the model.
• D. After the response is generated, by post-filtering content that should not have been retrieved.

You are integrating human review into a high-volume classification pipeline where reviewing every output is infeasible.
Which sampling strategy best balances throughput with quality oversight?

• A. Universal review of every output regardless of confidence or throughput impact.
• B. No sampling, relying entirely on user complaints to reveal quality and safety problems after they affect users.
• C. Risk-stratified sampling that reviews all low-confidence and high-impact outputs and a smaller random sample of high-confidence routine outputs.
• D. Inverse sampling that reviews only high-confidence routine outputs and skips low-confidence and high- impact outputs.