What are generative ai hallucinations refers to incorrect, fabricated, or misleading outputs produced by AI models when they generate responses that sound accurate but lack factual grounding. Understanding what are generative ai hallucinations is important because such outputs can affect trust in AI systems used for research, healthcare, finance, and enterprise decision-making. Hallucinations often happen when models predict likely language patterns without verifying factual accuracy.