Continuous evaluation practices for LLM systems should include automated metrics like RAGAS and faithfulness scores, human evaluation samples, A/B testing of mitigation strategies, and regular red-teaming exercises.

Authors

• Person: Not available Organization: Zylos
  LLM Hallucination Detection and Mitigation: State of the Art in 2026

Sources

• LLM Hallucination Detection and Mitigation: State of the Art in 2026 zylos.ai Zylos via serper

Referenced by nodes (3)

• RAGAS concept
• human evolution concept
• A/B testing concept