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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. An architect is reviewing a Claude-based candidate-screening tool prior to deployment. A stakeholder asserts that because the model was not trained on company data, no bias evaluation is necessary.
Which two responses most accurately challenge this assertion? (Select two.)

A) The model may carry demographic biases from pretraining that manifest in screening outcomes regardless of fine-tuning.
B) The system should be evaluated on outcome-disparity metrics across protected groups before deployment.
C) Transparency obligations are satisfied by disclosing that an AI system is in use, without further evaluation.
D) Bias evaluation is unnecessary when the model provider has published a responsible-use policy.
E) Fairness testing is required only when the training dataset is known to contain protected-class labels.

2. You are assessing data-exfiltration risk in a Claude-based assistant that has tools for both internal-document retrieval and outbound HTTP calls.
Which scenario most directly indicates a data-exfiltration risk?

A) The internal-document retrieval tool returns a document that the user is authorized to view.
B) Adversarial content in a retrieved document instructs the model to call the outbound HTTP tool and send sensitive content to an attacker-controlled URL.
C) The outbound HTTP tool returns a 200 response when the assistant calls an allow-listed domain to fulfil a user-initiated data-lookup request.
D) The user submits a routine question and receives a routine answer.

3. A Claude architect is auditing configuration scope assignments.
Which two statements correctly identify an appropriate use of user-scope configuration versus other scopes?
(Select two.)

A) Defining MCP server endpoints shared by all contributors to a specific repository.
B) Storing API authentication keys so they are not committed to version control.
C) Enforcing a company-wide policy that disables a feature for all engineers.
D) Saving a preferred Claude response language that applies to all repositories the engineer uses.
E) Persisting personal editor theme preferences that follow an engineer across projects.

4. You are designing a feedback session for a deployment in flight.
Which structure best supports productive stakeholder feedback?

A) Distribute artifacts at the session start rather than in advance, so stakeholders review materials in real time without preparation before the discussion begins.
B) End the session without recording decisions, follow-up items, action owners, or dates, relying on participant memory to carry the session's outcomes forward.
C) Define a focused agenda, share the artifacts in advance, capture decisions and follow-ups in writing, and confirm action owners and dates.
D) Hold an open-ended meeting with no pre-distributed agenda or artifacts, and rely on participants' memory to carry decisions and follow-up owners forward.

5. You are reviewing a peer's end-to-end design for a Claude-based platform expected to scale to thousands of concurrent users.
For each statement, indicate Yes if it reflects sound architectural practice. Otherwise, select No.

Solutions: