Exam CCAR-P Topic 1 Question 76 Discussion

Actual exam question for Anthropic's CCAR-P exam
Question #: 76
Topic #: 1

You are building an ethics-review checklist for deployments supported by artificial intelligence.
Which two checks belong on the list? (Select two.)
Each correct answer presents a complete solution.

A. Confirm that vendor licensing terms permit the planned production use of the model. B. Verify that outputs do not rely on generalizations about people that the underlying data does not support. C. Confirm that high-impact decisions retain human accountability rather than being attributed to the model. D. Restrict ethics review to outputs that exceed a defined model-confidence threshold. E. Confirm that latency and throughput targets are met across supported user populations.

Suggested Answer: B,C Vote an answer

An ethics review must examine unsupported generalizations, stereotyping, disparate treatment, and other conclusions about people that are not justified by the evidence. It must also preserve identifiable human accountability for consequential decisions; responsibility cannot be transferred to a probabilistic system.
Licensing is a legal and commercial-control question, while latency and throughput are operational requirements. Both remain important, but neither is the central ethical test presented here. Restricting review to low-confidence or threshold-triggering outputs is also inadequate because models can express harmful or biased conclusions with high confidence. Ethical review should cover representative populations, protected and intersectional groups, high-impact outcomes, override mechanisms, transparency, and channels for challenge or appeal.
Study Guide references/topics: Bias and unsupported generalization; human accountability; consequential decisions; ethical oversight.

by Earl at Sep 15, 2026, 07:41 AM

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