Large language model hallucinations are statistically inevitable if text generation is treated as a binary classification problem of determining whether a continuation is valid, because every classifier makes errors that propagate to the generator.

Authors

• Person: Not available Organization: AI Innovations and Insights
  What Really Causes Hallucinations in LLMs? - AI Exploration Journey

Sources

• What Really Causes Hallucinations in LLMs? - AI Exploration Journey aiexpjourney.substack.com AI Innovations and Insights via serper

Referenced by nodes (2)

• large language model hallucination concept
• text generation concept