How do I prevent hallucinations?

Hallucinations stem from the model generating plausible-sounding but unfounded text. Mitigations: use RAG to ground responses in retrieved sources, instruct the model to say ‘I don’t know’, request citations, lower temperature, add consistency checks, and implement human-in-the-loop review for high-stakes outputs.