AnthropicStakeholder Communication and Lifecycle Management

Stakeholders & Tradeoffs — CCAR-P Practice Question

A representative Claude Certified Architect - Professional (CCAR-P) exam question on Stakeholders & Tradeoffs. Work through it below, then read why each option is right or wrong.

Short answer

The correct answer is C. Show measured baseline performance, identify the controls and cost required, and negotiate a scoped service level tied to risk.

Responsible architecture makes constraints and evidence visible. Service levels require investment and scope; they should not be promised without a credible operating design.

The Question

A sponsor demands 99.99% answer accuracy but will not fund source curation or human review. What should the architect do?

AReplace accuracy with response length

BPromise the target to secure approval

CShow measured baseline performance, identify the controls and cost required, and negotiate a scoped service level tied to riskCorrect

DHide known errors

Why C is correct

Responsible architecture makes constraints and evidence visible. Service levels require investment and scope; they should not be promised without a credible operating design.

Why the other options are wrong

Option A: Replace accuracy with response length

Option A does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Option B: Promise the target to secure approval

Option B does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Option D: Hide known errors

Option D does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Key idea: Stakeholders & Tradeoffs

Responsible architecture makes constraints and evidence visible. Service levels require investment and scope; they should not be promised without a credible operating design. On the CCAR-P exam, questions in the "Stakeholder Communication and Lifecycle Management" domain test whether you can map a scenario's constraints to the right choice. Read the requirement carefully, eliminate options that violate any single constraint, and pick the one that satisfies all of them with the least operational overhead.

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