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Generative UI Experiments

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Google Research experiment where AI creates rich, custom interactive UI experiences on-the-fly for any prompt — from simulations to data visualizations.

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Type
Saas
Company
Google Research
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About Generative UI Experiments

Generative UI is a novel implementation by Google Research that enables AI models to dynamically create immersive visual experiences and interactive interfaces—such as web pages, games, tools, and simulations—tailored to any prompt. The system uses agentic coding to design and code fully customized responses, adapting complexity based on user context (e.g., explaining the microbiome to a 5-year-old vs. an adult). It is rolling out as experiments in the Gemini app (dynamic view and visual layout) and in Google Search's AI Mode, with applications ranging from learning and planning to personalized advice and data exploration. The underlying research, detailed in the paper 'Generative UI: LLMs are Effective UI Generators', shows strong human preference over standard LLM outputs when ignoring generation speed.

Key Features

Generates custom interactive UI on-the-fly for any prompt
Utilizes agentic coding to design and code fully customized responses
Integrates with Google products: Gemini app (dynamic view, visual layout) and Google Search (AI Mode)
Creates simulations, tools, games, and applications
Tailors experience based on user's context (e.g., age, task complexity)
Human raters prefer generative UI outputs over standard LLM text responses

Pros & Cons

Pros
  • Creates highly tailored and engaging visual experiences beyond static text
  • Adapts complexity and features to user's level or task
  • Offers dynamic interactivity (e.g., simulations, games)
  • Integrated into widely-used Google products for broad accessibility
Cons
  • Generation speed may be slower than standard LLM responses
  • Experimental feature with limited availability and potential inconsistencies
  • Requires internet access and integration with Google ecosystem

Best For

Interactive learning and education (e.g., probability, fractals, mathematics)Practical task planning (e.g., event planning)Personalized advice (e.g., fashion recommendations)Data visualization and explorationCreating custom galleries or collections with context

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FAQ

What is generative UI?
Generative UI is a capability where an AI model generates not only content but an entire user experience, creating immersive visual experiences and interactive interfaces on the fly for any prompt.
Where is generative UI available?
Generative UI is rolling out as experiments in the Gemini app (dynamic view and visual layout) and in Google Search starting with AI Mode.
What types of interactions can generative UI create?
It can create web pages, games, tools, simulations, and applications that are fully customized to the user's prompt, such as learning modules, event planners, or personalized galleries.