AI is an acronym for Artifial Intelligence.
It is a broad covering definition of the concepts that may make a machine appear to be or actually be behaving intelligently.
There are many techniques which fall under this banner
Natural Language Processing
A system does not necessarily have to learn to be considered AI, although it is considered closer to being truly intelligent behaviour if it can learn.