Strategies to mitigate LLM hallucinations include rigorous fact-checking mechanisms, integrating external knowledge sources using Retrieval Augmented Generation (RAG), applying confidence thresholds, and implementing human oversight or verification processes.

Authors

• Person: Not available Organization: Amazon Web Services
  Reducing hallucinations in large language models with custom ...
• Person: Not available Organization: llmmodels.org
  LLM Hallucinations: Causes, Consequences, Prevention - LLMs

Sources

• Reducing hallucinations in large language models with custom ... aws.amazon.com Amazon Web Services via serper
• LLM Hallucinations: Causes, Consequences, Prevention - LLMs llmmodels.org llmmodels.org via serper

Referenced by nodes (2)

• Retrieval-Augmented Generation (RAG) concept
• LLM hallucinations in medicine concept