Large language models exhibit a 3% floor of irreducible hallucination even at high training frequencies, which is caused by exposure bias, completion pressure, and conflicting signals in training data.

Authors

• Person: M. Brenndoerfer Organization: mbrenndoerfer.com
  Hallucination Causes: Why Language Models Fabricate Facts

Sources

• Hallucination Causes: Why Language Models Fabricate Facts mbrenndoerfer.com M. Brenndoerfer · mbrenndoerfer.com via serper

Referenced by nodes (3)

• Large Language Models concept
• hallucination concept
• exposure bias concept