An AI system follows predefined IF–THEN rules and does not learn from new data. This system is best described as:

Rule-based AI system

Reason — A rule-based system works only on the predefined rules written in its program. It cannot learn from its environment or from new data. Systems that learn from data, such as supervised and unsupervised learning systems, work on the basis of learning and not on fixed rules.