1. Introduction to Next-Generation Visual Synthesis Architecture The progression of synthetic media production has fundamentally transformed computer graphics from legacy rasterization shaders toward continuous latent generative paradigms. In high-throughput industrial pipelines, visual synthesis demands mathematical precision, deterministic repeatability, and deep stylistic coherence....