I’m not sure how concerned we should be that we don’t know how AI/ML is able to discern a picture of a dog from a picture of a monkey because I don’t know how I do that, either — I just do.

Neuroscientifially speaking, that is, we have no idea.

In any model of the world there will be missed cases and overfitting. It’s as true of humans as it is of machines.