Reducing RAG Hallucinations
Introduction: When RAG Lies Despite the Evidence Retrieval-Augmented Generation was supposed to solve hallucinations. By grounding the model in retrieved documents, we assumed it would stick to the facts. But RAG systems hallucinate too. They ignore retrieved context and...
Why LLMs Hallucinate
Ask an AI model a question and it might give you a confident, well-written, completely wrong answer — a fabricated statistic, a made-up book title, a court case that never existed. This phenomenon is called "hallucination," and it's one of the most important limitations to...