Câu 9: NCP-AAI: Agentic AI

You are using an LLM-as-a-Judge to evaluate a RAG pipeline. What is the primary benefit of synthetically generating question-answer pairs, rather than relying solely on human-created test cases?

1. A. Synthetically generated questions are more challenging and reveal deeper flaws in the RAG pipeline.
2. B. Synthetic generation eliminates the need for any human validation of the RAG pipeline’s output.
3. C. Synthetically generated answers are inherently more accurate than those produced by the LLM.
4. D. Synthetic generation allows for systematic testing of the RAG pipeline across a wider range of scenarios and query types. — đáp án hiện tại