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Model release

Dream Labs launches Dream-1, a World Action Model API for bimanual robots

Event time 1 independent sourceEditorial score 76/100Updated here

The short version

Dream Labs released Dream-1, a public World Action Model API for compatible bimanual, parallel-gripper robots. The company says it can attempt control on unseen robots, tasks, and environments; these are first-party claims that teams should evaluate on their own hardware.

What changed

Dream Labs made Dream-1 available through a public API and documented a client workflow that supplies observations and requests robot actions.

What it means for you

Robotics teams evaluating hosted robot-control models can assess the API on a bounded workcell while keeping motion limits and safety controls independent.

Dream Labs has released Dream-1, a hosted World Action Model for compatible bimanual robots with parallel grippers. Its API client accepts observations, then requests actions from the dreamlabs/dream-1 checkpoint. The company describes the release as a way to attempt tasks on unseen robots and environments without embodiment-specific training data.

The published material includes simulation and real-robot demonstrations, plus a public API quick start. It does not provide independent reliability evidence, universal hardware support, or a safety certification. The reported generalization results are therefore useful evaluation leads rather than guarantees for a production robot.

Teams should start with a low-risk, supervised workcell, fixed motion limits, and an emergency stop outside the API loop. Measure task completion, intervention rate, latency, and failures under changes in lighting, object placement, and camera setup before broadening a deployment.

Catalog entry

Fact check

  • VerifiedDream Labs released Dream-1 as a World Action Model available through a public API for robot control.Evidence
  • VerifiedThe documented client sets an observation, requests an action, and names the dreamlabs/dream-1 checkpoint.Evidence
  • VerifiedDream Labs presents zero-shot results on unseen bimanual, parallel-gripper robots, tasks, and environments; these are the company's own reported demonstrations.Evidence

Coverage timeline

  1. Primary sourceDream Labs
    Zero-Shot to New Robots: Introducing Dream-1