Explore why large language models “hallucinate” — from next‑word prediction and uncertainty to dataset gaps, decoding choices, and misaligned incentives — plus practical strategies to reduce false but confident outputs in real‑world use.References:1- [2509.04664] Why Language Models Hallucinate
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