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Following a week of reveals about its new Redwood AI, robotics firm 1X has detailed its latest tool: an 'action-controllable' world model. The system acts as a high-fidelity simulator, allowing the company to predict the outcomes of its NEO robot's actions and rapidly evaluate AI performance without costly, time-consuming physical trials.

A day after unveiling its Redwood AI brain, robotics firm 1X has detailed the reinforcement learning system that powers the NEO humanoid’s movement. The unified controller enables a range of human-like motions, from walking and running to climbing stairs using only stereo vision.

Following days of speculation, robotics firm 1X has revealed Redwood, a new AI model for its NEO humanoid robots. The system runs fully onboard, integrates locomotion and manipulation into a single network, and is designed to learn from both successful and failed tasks in real-world home environments.