Human evaluation is considered the gold standard for RAG systems, but it does not scale, and automation requires ground truth, which synthetic test sets often fail to provide in real enterprise domains.

Authors

• Person: Sumit Umbardand Organization: LinkedIn
  RAG Hallucinations: Retrieval Success ≠ Generation Accuracy

Sources

• RAG Hallucinations: Retrieval Success ≠ Generation Accuracy www.linkedin.com Sumit Umbardand · LinkedIn via serper

Referenced by nodes (4)

• RAG systems concept
• automation concept
• ground truth concept
• human evolution concept