Large Language Models tend toward overconfidence when verbalizing their own confidence, potentially imitating human patterns rather than reflecting true model uncertainty.

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 (1)

• Large Language Models concept