embodied-ai

Startup Generalist AI has unveiled GEN-0, an embodied foundation model it claims is trained on an unprecedented 270,000 hours of real-world manipulation data. The company reports its new architecture, "Harmonic Reasoning," and massive dataset have unlocked predictable scaling laws for robot intelligence.

The ARK Invest CEO places humanoids ahead of robotaxis and healthcare AI, arguing they are a key part of an impending "technology revolution."

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.

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.