Overview
How might we design variation picker so people can trust and act on AI output?
When to use
- Ideal for AI image generation tools, creative design platforms, and ideation workflows where users benefit from comparing multiple visual variations simultaneously.
When to skip
- Only one valid output exists, like a form field fill.
- Mobile viewports cannot show four previews legibly.
- Generation cost makes four variants per click prohibitive.
Rules
Four near-identical outputs with no diversity knob.
Selecting a variant loses the other three with no recall.
Grid with no zoom or lightbox for detail comparison.
No seed or prompt lock when user picks a direction.
Evidence
| Product | Implementation |
|---|---|
| Midjourney | Four-up grid on initial generation with upscale on pick. |
| DALL-E | Multiple image variants per prompt in ChatGPT. |
| Stable Diffusion | Batch size controls in WebUI for parallel grids. |
| Adobe Firefly | Variation thumbnails after text-to-image generation. |