Genie 2: A Large-Scale Foundation World Model

Experience Genie 2, DeepMind's revolutionary foundation world model that transforms single images into fully interactive 3D environments. This breakthrough technology enables unlimited training scenarios for AI agents through advanced world modeling capabilities.

Genie 2

Genie 2 Capabilities Showcase

Explore how Genie 2 transforms static images into dynamic, playable worlds

Core Features of Genie 2

Discover the revolutionary capabilities that make Genie 2 a breakthrough in AI world modeling

Experience Genie 2 in Different Languages

What People Say About Genie 2

Discover how Genie 2 is revolutionizing AI research and development.

Frequently Asked Questions About Genie 2

  1. What is Genie 2?

    Genie 2 is a foundation world model developed by Google DeepMind that generates playable 3D environments from single images, enabling unlimited training scenarios for AI agents.

  2. How does Genie 2 differ from Genie 1?

    While Genie 1 was limited to 2D worlds, Genie 2 generates rich 3D environments with complex physics, character animation, and sophisticated object interactions.

  3. What can Genie 2 generate?

    Genie 2 can generate diverse 3D environments with features like physics simulation, character animation, lighting effects, and interactive objects, all from a single prompt image.

  4. How long can Genie 2 maintain consistent worlds?

    Genie 2 can generate consistent worlds for up to a minute, with most demonstrations lasting 10-20 seconds.

  5. What is the technology behind Genie 2?

    Genie 2 is an autoregressive latent diffusion model trained on large video datasets, using transformer architecture with causal masking similar to large language models.

  6. How does Genie 2 benefit AI research?

    Genie 2 provides unlimited diverse training environments for AI agents, enabling researchers to test and develop more general embodied AI systems.

  7. Can Genie 2 work with real-world images?

    Yes, Genie 2 can be prompted with real-world images, accurately modeling elements like grass movement and water flow.

  8. What types of interactions can Genie 2 model?

    Genie 2 can model various interactions including object physics, character movements, NPC behaviors, environmental effects, and player controls.

  9. How does Genie 2 handle memory?

    Genie 2 features long-horizon memory, maintaining consistency in world generation and accurately remembering previously observed areas.

  10. What are the future implications of Genie 2?

    Genie 2 represents a significant step toward developing more general AI systems, potentially revolutionizing how we train and evaluate embodied AI agents in safe, controlled environments.

About Genie 2

Genie 2 represents a significant leap forward in world modeling technology. As Google DeepMind's latest innovation, this foundation world model can generate an infinite variety of rich, interactive 3D environments from single prompt images, enabling unprecedented possibilities for AI training and evaluation.

Unlike its predecessor Genie 1, which was limited to 2D worlds, Genie 2 creates complex 3D environments with sophisticated physics, character animation, and object interactions. From simulating water effects to modeling gravity and lighting, Genie 2 demonstrates remarkable capabilities in generating consistent, playable worlds for up to a minute.