Hallucination in Large Language Models

noreply@example.com (AG Sayyed) — Fri, 11 Jul 2025 15:54:06 +0000

This document explores hallucination in large language models (LLMs), including what it is, why it occurs, the types of hallucinations, and actionable steps to reduce fabricated or inaccurate outputs in AI-generated content.

Introduction

Large language models (LLMs) like ChatGPT and Bing Chat can generate fluent, coherent text on many topics, but they are also prone to hallucination—producing plausible-sounding but incorrect or fabricated information. Understanding and minimizing hallucination is essential for trustworthy AI.

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Hallucination in Large Language Models

Introduction