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Showing posts with the label AI accuracy improvement

AI Hallucinations Explained (2025): Why Smart Models Get It Wrong & How It’s Being Fixed

Artificial Intelligence has taken the world by storm, powering everything from chatbots and search engines to medical diagnostics and creative tools. But as powerful as these systems are, they sometimes make mistakes often in surprising, even bizarre ways. These mistakes are known as AI hallucinations . In 2025, AI hallucinations remain one of the most important challenges researchers and developers are trying to solve. But what exactly are hallucinations, why do they happen, and how are we making AI smarter and more reliable? Let’s break it down. What Are AI Hallucinations? An AI hallucination occurs when a model like ChatGPT, Gemini, or other large language models (LLMs) generates information that sounds correct but is factually wrong, misleading, or entirely made up . For example: A chatbot might invent a scientific study that doesn’t exist. An AI-powered assistant could provide an incorrect medical explanation. A generative AI tool might produce an image of a “historical ...