The Physics of AI: Why the Generative Era is a Computational Dead End

A rigorous critique of generative AI through statistical mechanics, general relativity, and quantum degeneracy, demonstrating why non-generative architectures like JEPA represent the thermodynamically necessary future of machine intelligence.