We ask our phones to identify a plant, a song, or a face, and it just… works. It feels like intelligence, a machine that can see and understand. But how does an AI *actually* learn to do that without being programmed for every possibility? The answer isn't magic; it's a process simpler and stranger than you could ever imagine.