How Knowledge-Based AI Works — From Rules to Inference

Before AI learned from massive datasets, many systems worked with explicit knowledge. Facts. Rules. Inference. That is the core of Knowledge-Based AI. Core Idea Knowledge-Based AI stores knowledge in a structured form. Then it uses rules to derive new conclusions. The system does not “learn” from data in the modern deep learning sense. It reasons over what it already knows. That makes the structure very different from machine learning. The Key Structure A simple Knowledge-Based AI system looks l