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Why AI Makes Things Up: A Complete Guide to LLM Hallucination

A complete 2026 guide to LLM hallucination: what it is, the types, how to detect it, how industry reduces it, and a working code example.

By Sanjana DubeyTowards AI

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Originally published by Towards AI on Oct 17, 2026.

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