I am not an art connoisseur, but as a layman those pictures do not spark any emotion in me. They are like random noise that do not convey any context. Whereas there are paintings that mesmerize the mind by connecting the viewer with the painter. The day that AI art will emotionally strike people is the day when it can deduce context from our world that is relevant to us, and the art in it is the creation of the empty feeling inside us when we realize we are now being emotionally moved by an algorithm, in a way only an exceptional artist could (or surpassing talent of such artists).
I am skeptical about current machine learning methods taking AI art that far. Perhaps ML will make for example great music by generating sequences out of training sets, but it's hard to see it creating a new music genre people will vibe with in the near future.