knowledge interrogation

Code Mala Tang

Mar 1, 2025 · Artificial Intelligence

Why Do Large Language Models Hallucinate and How Can We Fix It?

This article explains why large language models produce plausible‑looking but false information, traces the problem to the supervised fine‑tuning stage, and outlines mitigation techniques such as knowledge interrogation, RLHF, and tool‑augmented search to reduce hallucinations.