The taxonomy of hallucination detection distinguishes between factuality, which is absolute correctness against real-world truth, and faithfulness, which is adherence to provided input or context.

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 (2)

• factuality concept
• faithfulness concept