Hallucination

A hallucination occurs when an AI model produces confident but false or fabricated information. It can happen due to incomplete training data or ambiguous prompts. Mitigation methods include RAG, context engineering, and human verification loops. Hallucination control is one of the key challenges for deploying GenAI in business.