AI Image Generation

What AI Image Generation is

Image generators turn a prompt into pixels, with control over style, composition and subject. Quality now clears the bar for concept art, marketing visuals and product mock-ups.

How it works

A text encoder converts the prompt into embeddings that condition a diffusion model's denoising process. Extra controls include image references, masks, depth or pose maps, and style adapters.

Why it matters

It changed the economics of visual content, and raised live questions about training data rights, artist consent and disclosure.

Common uses

• →Marketing and social visuals
• →Concept art and storyboards
• →Product mock-ups
• →Editorial illustration