Example Concept: AI hallucinations happen when a model, like a language model, generates text that is not grounded in reality. This occurs because the model relies on statistical correlations from its training data rather than factual knowledge. When asked about unfamiliar topics, it may produce confident but incorrect responses, as it lacks true understanding or access to real-time data verification.