Interactive World Simulation with Cosmos for Physical AI

Worlds that respond to control, streamed in real time.

One post-training recipe.
Simulate an interactive world.

The same post-training recipe turns Cosmos 3 into real-time, streaming interactive world models. Use the resulting models to simulate camera and robot actions, generate RGB observations from spatial controls, or produce synchronized driving views, one video chunk at a time.

Cosmos3-Nano-Sim-Bimanual

Simulate the world from actions.

Predict visual dynamics from camera navigation and robot actions, using generated history to stream the next observation as new controls arrive.

Action controls
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Four generated robot rollouts with synchronized 3D input actions. Select an example to enlarge it and read its input caption.

Higher video quality and reference-frame PSNR than DreamDojo 2B and 14B on AgiBot-World and AgiBot-GEAR.

Cosmos3-Nano-Sim-Transfer

Turn spatial controls into visual worlds.

Turn depth, segmentation, edges, or blurred video into detailed RGB observations, using language to control appearance while the simulator maintains physical state.

Spatially conditioned generation

Depth-conditioned RGB

Spatial guidance sets the robot's motion and scene layout. The model generates a new appearance from language.

Appearance direction
Scandinavian greige cabinetry, sandstone, and a blue toy mouse; Tuscan gray cabinetry, white Corian, and a green toy steamroller.
Generated rollout
Two examples · 20 seconds · 30 FPS
Control → Generated RGB

Two examples per control type, with simulator controls on the left and generated RGB on the right. Language guides each appearance.

Stronger spatial control across all four evaluated modalities, including 59.2% higher edge F1 and 26.5% lower depth error than the Cosmos 3 GA reference.

Cosmos3-Nano-Sim-Auto

Generate a shared world across views.

Generate synchronized multi-view RGB for autonomous driving, using language, spatial controls, and available sensor context to condition each new video chunk.

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CAMERA VIEW

Front Wide

HD · 1280 × 720Frame 001

Click a camera or LiDAR to enlarge. Drag LiDAR to orbit.

← → Step

Explore four driving scenes with Transfer Auto and Sim Auto, eleven synchronized cameras, WSM overlays, and interactive LiDAR.

Start simulating with Cosmos.

Choose the model that matches your actions, spatial controls, or camera views.

Cosmos3-Nano-Sim-
Bimanual

Provide camera or robot actions to generate the next visual observation.

Model Card

Cosmos3-Nano-Sim-
Transfer

Provide spatial controls and an appearance prompt to generate detailed RGB video.

Model Card

Cosmos3-Nano-Sim-
Auto

Provide driving scene controls to generate synchronized video across camera views.

Model Card

Cosmos3-Nano-Sim-Bimanual

Example

Generated RGB

Input action

Input caption