Hallucination

A hallucination is a confident, fluent output that is factually wrong. Models produce them because they predict plausible text rather than retrieve verified facts. In recruitment the dangerous ones are invented employment dates, misattributed quotes and fabricated company details, because they read exactly like the true ones.