What is AI Hallucination?

AI hallucination is when a language model generates text that sounds confident and coherent but is factually wrong — inventing citations that don't exist, misquoting real people, or describing events that never happened. It's one of the most significant limitations of current LLMs and a major barrier to high-stakes deployment.