1. Executive Architectural Overview The rapid evolution of high-throughput visual synthesis systems has underscored an imperative shift toward decentralized, high-efficiency diffusion transformers (DiTs). Production machine learning architectures demand rigorous consistency across complex geometric, temporal, and chromatic dimensions. As organizations transition from monolithic...