February 2026

Why Ai Hallucinates

The Real Reasons LLMs Hallucinate — And What Teams Can Do About It

AI models don’t “lie” — they predict. When facts are missing or signals are weak, they fill the gaps with plausible language. That’s why hallucinations aren’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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