Geometric Decoupling: Diagnosing the Structural Instability of Latent

ArXi:2604.18804v1 Announce Type: cross Latent Diffusion Models (LDMs) achieve high-fidelity synthesis but suffer from latent space brittleness, causing discontinuous semantic jumps during editing. We