AI hallucination: what it is and how businesses should manage it

You have deployed an AI tool. It is generating output. And some of that output is confidently, plausibly wrong. That is the hallucination problem. Not a glitch, not a temporary limitation — a structural feature of how large language models work. Most organisations discover it the hard way: a…