TL;DR


AI agent hallucinations—when models generate plausible but incorrect information—threaten production reliability and user trust. This article outlines five detection methods: implementing evaluation frameworks with custom metrics, using RAG verification to validate source attribution, deploying real-time observability monitoring,...