An "AI" chip is marketing. But as other posts say, "linear algebra coprocessor" doesn't roll of the tongue as well.

Incidentally there used to be a proper "AI" chip. The original perceptron was intended to be implemented in hardware. But general purpose chips evolved much faster.

https://en.wikipedia.org/wiki/Perceptron