hallucination reduction

AI & Automation

RAG Architecture: How Retrieval-Augmented Generation Is Solving Enterprise AI’s Biggest

The Hallucination Problem That RAG Solves Large language models have a fundamental flaw that makes enterprise deployment risky: they hallucinate. Ask GPT-4 or Claude about your company's Q3 revenue, and it will confidently produce a number that may be entirely fabricated.