1X stated its new world mannequin places it a step nearer to a future the place robots can train themselves to do any process 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 growing our World Mannequin and making NEO’s design as near human as potential, NEO can now study from internet-scale video and apply that data on to the bodily world,” stated Bernt Børnich, founder and CEO of 1X. “With the flexibility to rework any immediate into new actions—even with out prior examples—this marks the place to begin of NEO’s capacity to show itself to grasp almost something you possibly can suppose to ask.”
With this replace, 1X stated NEO can use video knowledge fine-tuned on robotic knowledge 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 on the market via 1X’s early entry program for $20,000, which incorporates precedence supply in 2026. A subscription mannequin will even be out there for $499/month.
NEO can do previous duties in unfamiliar locations, plus study new ones
With this replace, customers can provide NEO a easy voice or textual content immediate, and the robotic makes use of what it’s taking a look at 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 may 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 capacity to generalize past coaching knowledge. For easy prompts like packing a lunch field, it visualizes and executes, even with unfamiliar objects.
The robotic may also deal with utterly novel duties, corresponding to working a rest room 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 via the World Mannequin, 1X stated.
1X says robotic can study by itself
The place conventional AI fashions for humanoid robots have relied on knowledge collected by human operators, the 1X World Mannequin allows NEO to gather its personal knowledge and autonomously grasp new capabilities. This opens the door for robots to finally train themselves something, 1X claimed.
The place enchancment in AI capabilities for humanoids has been bottlenecked by the velocity through which robotic knowledge may be collected by human operators, 1X stated its World Mannequin doesn’t solely self enhance from NEO gathering it’s personal knowledge. It additionally advantages from the development of video fashions, provided that the world mannequin makes use of a video mannequin at its core.
Conventional fashions have traditionally struggled with adjustments in lighting, litter, or chaos which might be commonplace within the residence. The 1X World Mannequin applies human-like understanding to navigate excessive variability, sustaining composure amid speedy environmental shifts, in response to the corporate.


