Modalities
Generative UI
A user interface where AI generates UI elements — components, layouts, even whole pages — in response to what the user is doing or asking.
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In plain English
Generative UI is the idea that the interface itself can be dynamically composed by an AI model rather than pre-designed by a human. Instead of one chat box, the model produces the right widget — a form, a chart, a table, a card — for what the user is trying to do right now.
Two main flavours:
- Component selection — the model picks from a library of pre-built components and fills them with data
- From-scratch generation — the model writes HTML/JSX/Tailwind on the fly (powered by tools like Vercel v0, Lovable, Bolt)
Where you see it:
- ChatGPT Apps and Claude Artifacts — render interactive components inline
- Vercel v0, Lovable, Bolt — generate whole apps from a prompt
- Cursor / Windsurf — generate UI code in coding agents
- Block-based design tools that mix AI suggestions with editor controls
Open questions: Accessibility, performance, design consistency, and security all get harder when UI is generated per-session. Production deployments usually constrain generation to a vetted component set.
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Related terms
Code Generation
Using an AI model to write source code from a natural-language description, a partial snippet, or a test.
No-Code AI
AI tools and platforms that let non-developers build AI-powered apps and workflows through visual interfaces instead of writing code.
AI Native
A product designed from the ground up around AI capabilities — as opposed to bolting AI features onto an existing app.
Agentic Workflow
A multi-step task where an AI agent autonomously decides the steps, uses tools as needed, and works toward a goal with minimal human steering.
Tool Use
The ability of an AI model to call external tools — like a calculator, search engine, or API — to help answer a question.
Multi-modal
An AI model that can understand and work with multiple types of input — text, images, audio, or video — not just text.
Back to glossaryLast reviewed May 2026