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Anthropic Claude Certified Architect - Professional CCAR-P Question # 22 Topic 3 Discussion

Anthropic Claude Certified Architect - Professional CCAR-P Question # 22 Topic 3 Discussion

CCAR-P Exam Topic 3 Question 22 Discussion:
Question #: 22
Topic #: 3

You are comparing two configurations for an internal compliance Q & A assistant. Configuration X reduces top-k retrieval and uses a lighter model, lowering p95 latency by 38 percent while producing a measured 2 percent reduction in the accuracy benchmark. Configuration Y retains the existing top-k retrieval setting and heavier model, with unchanged p95 latency and no measurable change in accuracy. The deployment’s stated priorities are accuracy first and latency second.

Which configuration is the better recommendation?


A.

Configuration X, because the 2 percent accuracy reduction falls within normal benchmark variance and is not a meaningful regression.


B.

Configuration Y, because the deployment’s stated priority is accuracy first, and Configuration X produces a measured reduction in accuracy.


C.

Configuration X, because lower latency generally matters more than accuracy, regardless of the deployment’s stated priorities.


D.

Configuration X, because a 38 percent latency improvement outweighs a 2 percent accuracy reduction as a general rule across compliance deployments.


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