Diffusion Model

The dominant architecture for AI image generation. A diffusion model learns by studying how random noise degrades an image, then learns to reverse that process — generating images by progressively refining noise into coherent visuals guided by a text prompt. Powers DALL-E, Midjourney, and Stable Diffusion.