Hallucination definition
A model output that sounds plausible but is inaccurate, unsupported, or invented.
What it actually is under the hood
A language model predicts likely next tokens; it does not check claims against reality by default. Retrieval, tools, and verification workflows reduce this risk but do not erase it.