A11: Stable Diffusion offers significant improvements in image synthesis compared to traditional methods. By leveraging the sequential application of denoising autoencoders, Stable Diffusion allows for better control over the image formation process, resulting in higher-quality and more realistic synthesis results. It effectively minimizes semantically meaningless information and enhances the overall visual fidelity of generated images.