Google details a new implementation of generative UI that lets Gemini 3 Pro build interactive interfaces for any prompt, launching in the Gemini app and AI Mode
This places Gemini’s interface strategy ahead of later coverage of interactive 3D models and simulations in the app: the product is moving from text responses toward generated, task-specific experiences.
The rollout spans both the Gemini app and AI Mode, while later reporting pairs broader Gemini reach with a new Gemini design language. That makes the UI layer consequential as a shared product surface, not a one-off model demonstration.
First-order effects
Gemini 3 Pro users in the Gemini app and AI Mode can receive interactive interfaces tailored to a prompt, rather than only a conventional chat response.
Google gains a new presentation layer for model outputs across two flagship Gemini distribution points, making interface generation part of the product experience.
Second-order effects
Competing assistants face pressure to differentiate not just on model quality but on whether they can turn responses into usable, interactive task flows.
Google’s later push into long-horizon agentic tasks becomes more actionable if agents can present controls, intermediate results, and next steps in interfaces generated for the task.
Third-order effects
If these experiences prove reliable, the assistant interface could shift from a fixed chat shell to an adaptive work surface whose layout is created alongside the answer.
That shift raises the importance of interaction quality, safety, and consistency in generated UI—not solely the accuracy of underlying model output.
The trend:Generative AI products are evolving from conversational answer engines into adaptive work surfaces that generate both content and the interface used to act on it.
This Generative UI capability is built on Google's advanced foundation models & pioneering research from Google Research. This work built the core principles & first working prototype behind generative UI that unlocks the new interactive tools in both Search & the Gemini app. 📃
AI Mode in Search dynamically creates the ideal visual layout for responses, tailored to your query. When the model detects that an interactive tool will help you better understand the topic, it uses its generative UI capabilities to code a custom simulation or tool in real time …
In dynamic view, Gemini designs and codes a custom user interface in real-time, perfectly suited to your prompt. In our evaluation, raters strongly preferred dynamic view's personalized assets over standard LLM output. [video]
Generative UI is a capability where an AI model generates dynamic, visual layouts & interactive interfaces, such as web pages, games, & apps. Today with the launch of Gemini 3, you can experience our novel implementation of generative UI in @GeminiApp & Google Search. 🧵↓ & blog […
As an example of how we are building on top of Gemini 3, AI Mode in Search now uses Gemini 3 to enable new generative UI experiences, all generated completely on the fly based on your query. Here's how you might use this to learn a complex topic like how RNA polymerase works. [vi…
Say you're a student learning about RNA polymerase. AI Mode's new generative UI can create dynamic layouts with interactive tools and simulations to aid in deeper comprehension so you can learn even more interactively while exploring content across the web. [video]