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Google Rolls Out Gemini 3 Pro: A New Era of Generative UI in Apps & Search

gemini 3 pro

Google has officially unveiled its latest AI powerhouse — Gemini 3 Pro. While the model is still in preview and will take a few days for a full global rollout, the company has already started integrating it into two major products: the Gemini app and AI Mode in Search.

The highlight of this update is a brand-new capability called Generative Interface (Generative UI) — a visual, interactive way of understanding information that goes far beyond traditional chatbot text responses.

Let’s take a closer look at what’s new.

Table of Contents

New Features in the Gemini App

In a recent blog post, Josh Woodward, VP of Google Labs, Gemini, and AI Studio, outlined a wave of upgrades coming to the Gemini experience across Android, iOS, and the web interface.

1. A Cleaner, Modern Look

Google says the Gemini interface is getting a complete refresh.
The new design aims to:

  • Make conversations easier to start

  • Give quicker access to your images, videos, and saved content via the new My Stuff folder

  • Improve product browsing by integrating Google’s Shopping Graph

But that’s just the warm-up. The real game-changer is…


2. Introducing the Generative Interface (Generative UI)

This is the biggest innovation in the latest update.

Google describes Generative UI as an interface that:

“Dynamically creates immersive visual experiences and interactive interfaces—such as web pages, games, tools, and applications—automatically designed and personalized based on any prompt.”

Basically, your chatbot can now build custom visual tools and layouts on the fly.

Gemini is launching two new experimental features using this technology:


A. Visual Layouts (Magazine-Style View)

Think of it as a mini interactive magazine created just for your prompt.

For example:
If you ask for a vacation itinerary, Gemini may show:

  • A carousel of trip styles (adventure, beaches, family)

  • A slider to choose number of days

  • Clickable points of interest

  • Visual modules with images

Instead of typing long messages, you just tap, slide, and select — and Gemini generates the perfect plan automatically.


B. Dynamic Views (Real-Time Custom UI Generation)

This uses Gemini 3 Pro’s agentive coding abilities.

It can literally design and code a custom interface live, based on what you ask.

Example:
“Explain the Van Gogh Gallery with life context for each masterpiece.”

Gemini will create:

  • A clickable gallery

  • Scrollable sections

  • Expandable cards

  • Visual explanations

It’s like having your own personalized mini app built within seconds.


 Note:
Google says users will initially get either Visual Layouts or Dynamic Views. This helps them test which one resonates more before a broader release.

3. Gemini Agent: Your Multi-Step Task Assistant

Another major experiment is Gemini Agent, a new system that can perform automated workflows inside the app.

Gemini Agent can:

  • Manage your calendar

  • Add reminders

  • Format and draft email replies

  • Organize your inbox

  • Perform web tasks like booking appointments

This feature is currently limited to Google AI Ultra users in the US (web only) but clearly hints at Google’s broader agentic AI future.


New Features in AI Mode (Search)

Gemini 3 Pro also brings new capabilities to AI Mode in Search, but again, these features are rolling out first to AI Pro and AI Ultra subscribers in the US.

1. “Thinking” Mode for Advanced Queries

Users can now choose Thinking in the model dropdown to activate Gemini 3 Pro’s deeper reasoning abilities.

Google notes that:

  • Usage limits are currently lower

  • These limits will increase soon

This ensures Search can route complex questions to the most capable model.


2. Smarter Query Handling & Better Reasoning

AI Mode now understands more complicated questions by:

  • Analyzing multiple web pages

  • Synthesizing information intelligently

  • Reducing hallucinations

  • Highlighting the most relevant answers

Search will now automatically pick the right AI model:

  • Simple queries → Faster models

  • Complex queries → Gemini 3 Pro

This optimizes speed and accuracy.


3. Generative Interfaces Come to Search

Just like in the Gemini app, Search’s AI Mode now supports Generative UI.

This means Gemini can build:

  • Interactive layouts

  • Visual tools

  • Dynamic simulations

  • On-screen calculators

  • Real-time custom interfaces

all based on your question.

Google explains:

“When the model detects that an interactive tool would help you understand a topic, it codes a custom simulation in real time and adds it to your answer.”

Example:

If you’re researching mortgage loans, Gemini will build an interactive loan calculator right inside Search — letting you compare EMI, interest, and tenure visually.

This turns Search into a dynamic problem-solving environment, not just a place to read answers.

Why This Update Matters

Google is reshaping how we interact with AI.
Instead of relying on text-only responses, Gemini 3 Pro:

  • Builds tools

  • Generates interfaces

  • Enhances Search with real-time simulations

  • Makes apps feel more visual and intuitive

This is the biggest step yet toward fully agentic AI — systems that don’t just answer questions, but perform tasks, design solutions, and build interactive experiences instantly.


Conclusion

The rollout of Gemini 3 Pro signals a major evolution in the AI landscape.

With the arrival of Generative UI, Google is moving beyond chat-based interactions and stepping into a future where your AI can literally create dynamic apps, layouts, and tools on demand.

From visual itineraries to real-time custom calculators, the new Gemini experience is built to be more interactive, immersive, and helpful — across both the Gemini app and Google Search.

A global rollout is underway, and once it’s fully available, this could completely redefine how we use AI in everyday life.

FAQs: Google Gemini 3 Pro & Generative Interface

1. What is Google Gemini 3 Pro?

Gemini 3 Pro is Google’s newest artificial intelligence model designed to deliver advanced reasoning, dynamic UI generation, and highly interactive experiences across the Gemini app and Google Search.


2. What is the Generative Interface (Generative UI)?

Generative UI is a new capability that lets Gemini create visual layouts, interactive tools, and custom simulations on the fly. Instead of plain text answers, you get dynamic interfaces like sliders, galleries, calculators, or mini apps depending on your query.


3. Where is Gemini 3 Pro available right now?

Google has released Gemini 3 Pro in preview. A full global rollout is expected soon, but the first availability is for AI Pro and AI Ultra users in the United States.


4. What changes are coming to the Gemini app?

Users will see a cleaner interface, a new My Stuff folder, Shopping Graph integration, Generative UI features like Visual Layouts and Dynamic Views, and a powerful new Gemini Agent for multi-step tasks.


5. What are Visual Layouts in Gemini?

Visual Layouts are magazine-style interactive views that present information through images, carousels, sliders, and modules. They make planning trips, exploring topics, and customizing options easier without typing long prompts.


6. What are Dynamic Views?

Dynamic Views allow Gemini to design and code customized interfaces in real time. For example, if you ask for an interactive explanation of Van Gogh’s artworks, Gemini will create a scrollable, clickable gallery on the spot.


7. What is Gemini Agent?

Gemini Agent is an experimental AI assistant that performs multi-step tasks such as managing your calendar, drafting emails, organizing your inbox, or even booking appointments online.


8. What new features are added to AI Mode in Search?

With Gemini 3 Pro, AI Mode now offers improved reasoning, custom generative tools (like instant calculators), automatic model selection for complex queries, and a new “Thinking” mode for deeper answers.


9. Does AI Mode use Gemini 3 Pro for all searches?

No. Google uses a hybrid approach:

  • Simple queries use faster lightweight models.

  • Complex or reasoning-heavy queries are automatically routed to Gemini 3 Pro.


10. Can Gemini 3 Pro create custom tools in Search?

Yes! For certain topics—like loan calculations, comparisons, or simulations—Gemini 3 Pro can generate custom interactive tools inside the search results.


11. Do I need to install anything to try these new features?

No installation is required if you already use the Gemini app or AI Mode in Google Search. However, availability depends on region and subscription tier.


12. When will these features launch globally?

 

Google hasn’t provided an exact timeline, but the company has confirmed that a wider rollout will begin within the coming days.

Disclaimer: The information in this article is based on details first reported by official sources and publicly available news, including Google News. We have adapted and rewritten the content for clarity, SEO optimization, and reader experience. All trademarks and images belong to their respective owners.

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