Skip to content
← The showcaseComplete free read
Vendor research demo

Generative UI: the answer can be an interactive interface

Custom galleries, learning activities and simulations show how an answer can become something to explore.

Google Research examples of generated fashion, fractal and mathematics interfaces
Generated-interface examples · Google Research

What the source shows

Google’s research page illustrates task-specific interfaces including teaching examples and a visual gallery. The interface shape changes with the question instead of forcing every response into paragraphs.

Supporting documentation (opens in a new tab)

What to take into your own work

Match the interaction to the learning task. A simulation earns its complexity when changing an input reveals a relationship a static explanation would hide.

What this does not establish

The reported preference evaluation excludes generation time. It does not establish instant response, accessibility, correctness or a universal advantage over a well-designed fixed interface.

Use the same checks on another demo.

Read the complete free evaluation guide →