It isn't beautiful at all, nauseating uncanny valley stuff in my opinion, but AI images do have a style (or rather one of a number of idiosyncratic styles.) The sort of glossiness and unsettling focus in photorealistic images; the terrifying dreamlike surreality of more impressionist graphics; even the cartoony style used in corporate infographics. They're all quite distinctive to me at least and certainly aren't anything a human would produce. You can see the "influences" (i.e. stolen training data) but it really has come up with something itself.

Not that I think it should have. Kill it with fire and EMPs.