An expert system is a computer program that mimics the decision-making abilities of a human expert. It uses a knowledge base and a set of rules to reason through information and provide solutions or recommendations in specific fields, like medicine, engineering, or finance. While popular in early AI research, expert systems are less common today due to the rise of machine learning and deep learning techniques.