Genie 3: Google DeepMind AI World Model - How to Use It

What Is Genie 3?

Genie 3 is a foundation world model developed by Google DeepMind. Unlike traditional game engines that rely on hand-coded physics and pre-built assets, Genie 3 learns how the world works entirely from video data. Feed Google Genie 3 a text prompt or a single image and it generates a fully interactive 3D environment you can navigate in real time.

Google DeepMind announced Genie 3 on August 5, 2025, calling it "a new frontier for world models." Then on January 29, 2026, Google launched Project Genie — a consumer-facing prototype on Google Labs that puts the power of Genie 3 directly in your browser.

Google Genie 3 represents a major leap toward artificial general intelligence. By simulating environments that obey learned physics, Google Genie 3 enables researchers to train AI agents in diverse, procedurally generated worlds without expensive manual environment design.

How Does Genie 3 Work?

Google Genie 3 uses the same fundamental mechanism behind large language models — auto-regressive generation — but applies it to video frames instead of text tokens. Every fraction of a second, the Google Genie 3 world model predicts the next frame based on everything that came before plus the user's latest action.

Genie 3 World Model Architecture

The Genie 3 architecture consists of three core components working together:

• 🔷 Spatiotemporal Tokenizer — Converts raw video frames into compact token sequences that the Genie 3 model can process efficiently.
• 🔷 Autoregressive Dynamics Model — The heart of Genie 3, this component predicts how tokens evolve over time, effectively simulating world physics frame by frame.
• 🔷 Latent Action Model — Maps keyboard and mouse inputs into the token space so users (or AI agents) can interact with the Genie 3 generated world.

What makes Google Genie 3 remarkable is that no physics engine is hard-coded. The Google Genie 3 world model teaches itself gravity, collision, lighting, and spatial relationships through self-supervised learning on massive unlabeled video datasets.

Genie 3 Real-Time Generation

Previous world models could not run fast enough for real-time interaction. Google Genie 3 changed that:

• ⚡ 24 frames per second — Smooth, real-time navigation through any Genie 3 generated environment.
• 🖥️ 720p resolution — Clear enough for exploration and prototyping in Google Genie 3.
• 🧠 ~1 minute visual memory — If you revisit a location in a Genie 3 world after walking away for 60 seconds, the model remembers what was there.
• ⏱️ Several minutes of continuous interaction — Each Genie 3 session supports extended exploration well beyond a single generation window.

Genie 3 vs Genie 2: Key Differences

Google DeepMind's Genie line has evolved rapidly. Here is how Genie 3 compares to Genie 2 and the original Genie model:

The jump from Genie 2 to Genie 3 is substantial. Where Genie 2 generated brief, non-interactive clips, Genie 3 delivers full real-time exploration with extended memory and dynamic world modification. Google Genie 3 is the first model in this lineage that feels genuinely playable.

Genie 3 Key Features and AI Capabilities

Here is what makes Google Genie 3 stand out among AI world models:

• 🌍 Text-to-World Generation — Describe any environment in natural language and Genie 3 builds it. A moonlit forest, a bustling Tokyo street, an alien desert — Genie 3 handles them all.
• 🖼️ Image-to-World Generation — Upload a reference photo and Genie 3 transforms it into a navigable 3D space.
• 🎭 Promptable World Events — While exploring a Genie 3 world, type commands to change weather, spawn characters, or alter the entire atmosphere dynamically.
• 📷 Camera Perspective Control — Switch between first-person, third-person, and isometric views inside any Genie 3 environment.
• 👤 Character Definition — Describe and customize your in-world avatar when using Google Genie 3.
• 🔬 Self-Learned Physics — No hard-coded rules. Genie 3 discovers gravity, momentum, and collisions from data.
• 🤖 AI Agent Training — Google DeepMind uses Genie 3 with its SIMA agent to train AI that pursues goals inside generated worlds.
• 🔄 World Remixing — Modify any existing Genie 3 world by editing its underlying prompt.

How to Use Genie 3 — Project Genie Demo Guide

How to Try Genie 3 on Google Labs

Project Genie makes it straightforward to try Google Genie 3 right now. Here is the step-by-step process:

Genie 3 Prompt Tips for Better Worlds

Writing effective prompts for Google Genie 3 follows a two-part structure recommended by DeepMind:

Genie 3 and AI Video Creation

Genie 3 and AI video generation are converging technologies. While Genie 3 creates interactive 3D worlds you can explore, AI video generators like SoraVideo.art turn text prompts into polished cinematic footage. Together, they represent two sides of the same coin — AI-generated visual content.

Imagine using Genie 3 to prototype a scene's environment and atmosphere, then feeding that visual direction into an AI video creation tool to produce the final cinematic output. The workflow could look like this:

1. Explore with Genie 3 — Generate and navigate a world to nail down the look and feel.
2. Capture reference frames — Screenshot key angles and lighting setups from your Genie 3 session.
3. Generate cinematic video — Use those references as visual prompts alongside detailed Sora 2 prompts to produce broadcast-ready footage.

This Google Genie 3 plus AI video pipeline bridges the gap between interactive exploration and finished production content.

Genie 3 Technical Report and Paper

As of January 2026, no formal peer-reviewed paper has been published for Genie 3. The technical details available for Google Genie 3 come from:

• The official Google DeepMind blog post (August 5, 2025)
• The Genie 3 model page on deepmind.google
• The Genie 3 prompt guide published by DeepMind

The original Genie 1 paper — "Genie: Generative Interactive Environments" — is available on arXiv (arXiv:2402.15391, February 2024). This Genie paper laid the groundwork for the latent action model and self-supervised learning approach that Genie 3 builds upon.

Researchers and developers waiting for a dedicated Genie 3 technical report should monitor the DeepMind publications page for updates on the Genie 3 paper.

Google Genie 3 vs Other AI World Models

How does Google Genie 3 compare to competing AI world models? Here is a breakdown:

Google Genie 3 differentiates itself through real-time interactivity and general-purpose versatility. While NVIDIA Cosmos targets industrial simulation and Marble focuses on commercial 3D content, DeepMind Genie 3 aims to be a universal world simulator that works across any domain — from gaming to robotics training to creative exploration.

FAQ About Genie 3

What is Genie 3? Genie 3 is Google DeepMind's foundation world model that generates interactive, navigable 3D environments from text or image prompts in real time at 24 fps.

How do I use Genie 3? Access Genie 3 through Project Genie on Google Labs. You need a Google AI Ultra subscription and must be located in the US. Visit labs.google/projectgenie to try Genie 3.

Is Genie 3 free to use? Genie 3 requires a Google AI Ultra subscription. However, during the early access period, no additional AI credits are charged for using Google Genie 3 through Project Genie.

When was Genie 3 released? DeepMind Genie 3 was announced on August 5, 2025. The consumer-facing Project Genie demo launched on January 29, 2026, making Genie 3 accessible to the public for the first time.

Does Genie 3 have a technical paper? No formal Genie 3 paper has been published yet. The Genie 1 paper (arXiv:2402.15391) describes the foundational architecture. Technical details for Genie 3 are available on the DeepMind blog and Genie model page.

Can Genie 3 create 3D models? Genie 3 generates interactive 3D environments, not exportable 3D model files. The worlds exist within the Genie 3 runtime and are explored in real time rather than downloaded as assets.

What is the difference between Genie 2 and Genie 3? Genie 2 generated short 3D clips (10–20 seconds) that were not real-time. Genie 3 delivers full real-time interaction at 24 fps with extended visual memory, text-to-world generation, and promptable world events — a generational improvement over Genie 2.

Can I try Google Genie 3 outside the US? Currently, Google Genie 3 access through Project Genie is limited to the United States. Google has confirmed plans to expand Genie 3 availability to more regions but has not announced a specific Genie 3 release date for international access.

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