Wednesday, February 11, 2026

1X launches world mannequin enabling NEO robotic to be taught duties by watching movies


1X stated its new world mannequin places it a step nearer to a future the place robots can educate themselves to do any activity a human can do. | Supply: 1X Applied sciences

1X Applied sciences AS final week introduced its newest 1X World Mannequin. The corporate stated the AI replace for NEO allows the humanoid robotic to show any request into an AI functionality on demand, utilizing a video mannequin grounded in real-world physics.

“After years of creating our World Mannequin and making NEO’s design as near human as doable, NEO can now be taught from internet-scale video and apply that data on to the bodily world,” stated Bernt Børnich, founder and CEO of 1X. “With the power to remodel any immediate into new actions—even with out prior examples—this marks the start line of NEO’s capability to show itself to grasp practically something you might assume to ask.”

With this replace, 1X stated NEO can use video information fine-tuned on robotic information to carry out AI duties, even with objects and environments it has by no means encountered earlier than.

The Palo Alto, Calif.-based firm stated it has designed NEO for family use. The humanoid is obtainable by 1X’s early entry program for $20,000, which incorporates precedence supply in 2026. A subscription mannequin may also be accessible for $499/month.

NEO can do previous duties in unfamiliar locations, plus be taught new ones

With this replace, customers may give NEO a easy voice or textual content immediate, and the robotic makes use of what it’s to generate visualizations of future actions. A built-in inverse dynamics mannequin then interprets these into exact actions for NEO to finish the request, 1X defined.

“With the 1X World Mannequin, you’ll be able to flip any immediate into a completely autonomous robotic motion — even with duties and objects NEO’s by no means seen earlier than,” stated Daniel Ho, an AI researcher at 1X.

Demonstrations in 1X’s newest video (under) reveal NEO’s capability to generalize past coaching information. For easy prompts like packing a lunch field, it visualizes and executes, even with unfamiliar objects.

The robotic may also deal with fully novel duties, similar to working a bathroom seat, opening a sliding door, ironing a shirt, brushing a human’s hair, and extra, with none prior examples in its dataset, stated 1X. This highlights the switch of broad human data by the World Mannequin, 1X stated.

1X says robotic can be taught by itself

The place conventional AI fashions for humanoid robots have relied on information collected by human operators, the 1X World Mannequin allows NEO to gather its personal information and autonomously grasp new capabilities. This opens the door for robots to finally educate themselves something, 1X claimed.

The place enchancment in AI capabilities for humanoids has been bottlenecked by the pace during which robotic information will be collected by human operators, 1X stated its World Mannequin doesn’t solely self enhance from NEO accumulating it’s personal information. It additionally advantages from the advance of video fashions, on condition that the world mannequin makes use of a video mannequin at its core.

Conventional fashions have traditionally struggled with modifications in lighting, muddle, or chaos which are commonplace within the residence. The 1X World Mannequin applies human-like understanding to navigate excessive variability, sustaining composure amid fast environmental shifts, in keeping with the corporate.



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