Câu 2: NCP-AAI: Agentic AI

An AI engineer is evaluating an underperforming multi-agent workflow built with NVIDIA agentic frameworks. Which analysis approach most effectively identifies optimization opportunities in agent coordination and communication patterns?

1. A. Monitor workflow completion times using analysis that subsumes inter-agent communication costs, coordination overhead, and task allocation balance.
2. B. Focus exclusively on individual agent accuracy without analyzing workflow-level efficiency, coordination costs, or overall system throughput.
3. C. Evaluate agents individually, allowing the toolkit to automatically infer interaction effects, communication patterns, and emergent behaviors from coordination.
4. D. Trace agent interaction patterns using observability features, measure communication overhead, identify redundant operations, and analyze task distribution efficiency. — đáp án hiện tại