Text-to-image generation produces images from written descriptions, powered by diffusion (and increasingly hybrid transformer-diffusion) models. Modern systems
Producing images from written descriptions, powered by diffusion and increasingly hybrid transformer-diffusion models. Modern systems handle style control, reference images, region editing, and increasingly reliable text rendering inside images.
Direction. With generation embedded across design, marketing, and product workflows, the craft shifted to prompt vocabulary, reference systems, and selection judgment that turn infinite options into on-brand assets.