Exam NCP-AAI Topic 3 Question 111 Discussion

Actual exam question for NVIDIA's NCP-AAI exam
Question #: 111
Topic #: 3

This question addresses important concerns in the field of AI ethics and compliance, particularly as organizations develop more autonomous AI agents. Implementing effective guardrails against bias, ensuring data privacy, and adhering to regulations are essential components of responsible AI development.
Which of the following statements accurately describes how RAGAS (Retrieval Augmented Generation Assessment) can be utilized for implementing safety checks and guardrails in agentic AI applications?

A. RAGAS cannot evaluate all safety aspects independently but provides metrics like Topic Adherence and Agent Goal Accuracy that serve as guardrails. B. RAGAS can only evaluate the quality of document retrieval but has no applications for safety guardrails in agentic systems. C. RAGAS is exclusively designed for hallucination detection and cannot evaluate other safety aspects of agentic applications. D. RAGAS can only be used in conjunction with other guardrail frameworks like NeMo and cannot function independently.

Suggested Answer: A Vote an answer

The rejected options are weaker because keyword filters and one-time prompt disclaimers do not enforce policy under prompt injection, ambiguous requests, or regulated-domain escalation paths. RAGAS-style metrics can support guardrail evaluation but cannot independently cover every safety issue. It should be one measurement layer, not a total compliance solution. Option A is the correct engineering choice because the requirement is not just "make the model answer," but control the execution surface. The selected option specifically A states "RAGAS cannot evaluate all safety aspects independently but provides metrics like Topic Adherence and Agent Goal Accuracy that serve as guardrails.", which matches the operational requirement rather than a superficial wording match. In NVIDIA terms, Guardrails are most effective when paired with evaluation, red-team prompts, and audit metadata so coverage gaps become visible. The durable control mechanism is guardrail coverage that is tested against observed failures and adversarial prompts rather than assumed from policy text. For certification purposes, read the question as asking for controlled autonomy, not raw LLM creativity.

by Joyce at Jul 07, 2026, 10:53 PM

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