Pope Leo XIV’s recent statement on AI-generated art draws a clear line that every ML practitioner should internalize: "There is an ontological difference, even before an aesthetic one, between art and what a machine can generate through statistical calculation based on millions of images created by others." This isn't just a philosophical argument—it's a constraint that should shape how you evaluate and deploy generative models. The Ontological Gap in Practice The Pope’s core cla...