// Hacker Noon · 18 February 2026

Do LLMs Really Lie? Why AI Sounds Convincing While Getting Facts Wrong

AI hallucinations aren’t random glitches — they’re a natural consequence of how large language models are trained to predict plausible text, not verified truth. This guide breaks down the mechanics behind hallucinations, explains why better reasoning doesn’t guarantee factual accuracy, and offers pr...

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