Stable Diffusion is a text-to-image model that operates by generating AI images from text prompts. It utilizes a latent diffusion model, compressing the image into a latent space before generating the corresponding image, and belongs to a class of deep learning models called diffusion models, designed to generate new data similar to what they have seen in training.