You take a pile of input data, use a bunch of code on it to create a model, which is generally a black box, and then run queries against that black box. No human really wrote the model. ML has been in use for decades, in various places. Google Translate was an "early" convert. Credit card fraud models as well.

The industry joke is: What do you call AI that works? Machine Learning.