NVIDIA-Certified Professional Agentic AI Questions and Answers
200 questions organized by topic with detailed explanations
NVIDIA
NCP-AAI
200 questions
10 topics
Updated May 2026Agent Architecture and Design
30 questions8 easy14 medium8 hard~15% of exam
In a reliability review for an autonomous agent, the architect must avoid a tempting but wrong neighboring-domain soluti...In a multi-agent workflow design session, an architect is mapping a need to a specific exam objective. Which choice best...In a compliance review for an agentic AI system, several options sound plausible and the team wants the NVIDIA-aligned a...
Agent Development
30 questions8 easy16 medium6 hard~15% of exam
In an agentic AI architecture review, a learner wants the clearest official-domain match. Which statement best matches p...In a reliability review for an autonomous agent, several options sound plausible and the team wants the NVIDIA-aligned a...In an agentic AI architecture review, the team must choose the best documented approach. Which choice best applies the o...
Evaluation and Tuning
26 questions8 easy12 medium6 hard~13% of exam
In an agentic AI architecture review, an architect is mapping a need to a specific exam objective. Which choice best app...In a compliance review for an agentic AI system, the team must choose the best documented approach. Which choice best ap...In an agentic AI architecture review, a practitioner needs the best recommendation for the situation. Which recommendati...
Deployment and Scaling
26 questions4 easy14 medium8 hard~13% of exam
In a reliability review for an autonomous agent, several options sound plausible and the team wants the NVIDIA-aligned a...In a platform implementation planning meeting, a practitioner needs the best recommendation for the situation. Which rec...In an agentic AI architecture review, the team must choose the best documented approach. Which choice best applies the o...
Cognition, Planning, and Memory
20 questions4 easy12 medium4 hard~10% of exam
In a compliance review for an agentic AI system, the architect must avoid a tempting but wrong neighboring-domain soluti...In a platform implementation planning meeting, several options sound plausible and the team wants the NVIDIA-aligned ans...In a multi-agent workflow design session, the team is reviewing core blueprint facts. Which statement best matches short...
Knowledge Integration and Data Handling
20 questions4 easy12 medium4 hard~10% of exam
In an agentic AI architecture review, an architect is mapping a need to a specific exam objective. Which choice best app...In a multi-agent workflow design session, the team is reviewing core blueprint facts. Which statement best matches RAG p...In a compliance review for an agentic AI system, the architect must avoid a tempting but wrong neighboring-domain soluti...
NVIDIA Platform Implementation
14 questions4 easy6 medium4 hard~7% of exam
In a multi-agent workflow design session, the architect must avoid a tempting but wrong neighboring-domain solution. Whi...In a platform implementation planning meeting, several options sound plausible and the team wants the NVIDIA-aligned ans...In a compliance review for an agentic AI system, the team must choose the best documented approach. Which choice best ap...
Run, Monitor, and Maintain
14 questions4 easy6 medium4 hard~7% of exam
In a platform implementation planning meeting, the architect must avoid a tempting but wrong neighboring-domain solution...In an agentic AI architecture review, several options sound plausible and the team wants the NVIDIA-aligned answer. Whic...In a platform implementation planning meeting, the team is reviewing core blueprint facts. Which statement best matches ...
Safety, Ethics, and Compliance
10 questions4 easy4 medium2 hard~5% of exam
In an agentic AI architecture review, the team is reviewing core blueprint facts. Which statement best matches security ...In a compliance review for an agentic AI system, a practitioner needs the best recommendation for the situation. Which r...In a reliability review for an autonomous agent, several options sound plausible and the team wants the NVIDIA-aligned a...
Human-AI Interaction and Oversight
10 questions4 easy4 medium2 hard~5% of exam
In an agentic AI architecture review, the team is reviewing core blueprint facts. Which statement best matches user-in-t...In a reliability review for an autonomous agent, several options sound plausible and the team wants the NVIDIA-aligned a...In a platform implementation planning meeting, the team must choose the best documented approach. Which choice best appl...
All Questions
| # | Question | Topic | Difficulty |
|---|---|---|---|
| 1 | In a reliability review for an autonomous agent, the architect must avoid a tempting but wrong neigh... | Agent Architecture and Design | hard |
| 2 | In a reliability review for an autonomous agent, several options sound plausible and the team wants ... | Deployment and Scaling | medium |
| 3 | In a multi-agent workflow design session, the architect must avoid a tempting but wrong neighboring-... | NVIDIA Platform Implementation | hard |
| 4 | In an agentic AI architecture review, the team is reviewing core blueprint facts. Which statement be... | Safety, Ethics, and Compliance | easy |
| 5 | In an agentic AI architecture review, a learner wants the clearest official-domain match. Which stat... | Agent Development | easy |
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