The Lattice of Transition Laws

Title: The Lattice of Transition Laws Source: huggingface Diffusion and autoregressive models are unified as distinct paths on a single corruption lattice. The framework defines schedule cost by the information discarded during parallel steps, revealing that minimum required decoding steps are fundamentally constrained by data geometry rather than model architecture.