This article examines the growing issue of AI-generated hallucinations, ranging from factual errors to unfounded fabrications. Discover the causes and learn actionable strategies to manage and protect the integrity of your AI outputs. The article includes techniques such as validation interaction patterns, prompting tips, and explains self-consistency checks. It also discusses the importance of building transparent AI systems.