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Why Ai Hallucinates

The Real Reasons LLMs Hallucinate โ€” And What Teams Can Do About It

AI models donโ€™t โ€œlieโ€ โ€” they predict. When facts are missing or signals are weak, they fill the gaps with plausible language. Thatโ€™s why hallucinations arenโ€™t a mystery problem but an engineering one. This article breaks down why they happen and how teams can detect and fix them before shipping.

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