How do you reduce hallucinations in an LLM application?hard
Answer
Ground responses with reliable context, constrain outputs, evaluate claims, and make uncertainty explicit.
Explanation
RAG, citations, tool checks, structured output validation, refusal policies, and targeted evals reduce unsupported claims but do not eliminate risk completely.
Follow-upWhy can RAG still hallucinate?