Debugging Hallucinations in Production LLM Applications

Hallucinations are among the most disruptive failure modes in production LLM systems. A model may confidently present incorrect facts, invent citations, or generate functions that do not exist, making errors difficult to detect. Unlike system crashes, hallucinations appear fluent and convincing, quietly reducing user trust over time. Detecting and minimizing these issues requires strong...