1X Unveils World Model to Advance Robot Visual Learning

1X, the company behind the Neo humanoid robot, has introduced a new AI model designed to understand real-world dynamics and enable robots to learn independently.

This physics-based model, named the 1X World Model, utilizes video input and prompts to equip Neo robots with new capabilities. According to 1X, the system allows the robots to learn tasks beyond their original training.

The announcement coincides with 1X's preparations to launch its Neo humanoids for home use. The company began accepting pre-orders in October, with deliveries scheduled for this year. A company spokesperson declined to provide a specific shipping timeline or disclose order numbers, stating only that pre-orders had surpassed expectations.

"After years of developing our world model and refining Neo's human-like design, Neo can now learn from online video and directly apply that knowledge in the physical world," said Bernt Børnich, founder and CEO of 1X. "By translating prompts into new actions—even without prior examples—this represents the beginning of Neo's ability to self-teach and master a wide range of tasks."

The claim that the robot can transform any prompt into an action is ambitious and not entirely precise; for instance, you cannot simply instruct a Neo to drive a car and expect it to parallel park immediately. However, a learning process is indeed occurring.

A company spokesperson clarified that the current world model does not instantly enable Neo robots to perform a new task based solely on a video prompt. Instead, video data associated with specific prompts is processed by the model, and the insights are then distributed across the robot network. This enhances their collective understanding of the physical world and expands their practical knowledge.

The model also provides visibility into how Neo interprets and plans responses to given prompts. This behavioral data aids 1X in training the models, moving toward a future where robots can effectively respond to entirely novel instructions.

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