We Met NEO, the Viral Humanoid Robot + HatGPT

What It Covers

Hard Fork interviews One X CEO Bernt Burnett about Neo, a humanoid robot available for preorder at $499 monthly or $20,000 outright, demonstrating its current teleoperated capabilities and discussing the path to full autonomy by 2027-2028.

Key Questions Answered

• •Hybrid Operation Model: Neo currently operates through a mixture of autonomy and teleoperation, with human operators in VR headsets controlling complex tasks while the robot handles simpler functions like door opening at 90% success rate and object retrieval at 80% success rate independently.
• •Data Collection Strategy: One X plans to ship over 10,000 units in 2026 and 80,000 by 2027, generating more daily data than YouTube uploads to train AI models. This approach mirrors self-driving car development but requires significantly fewer units to match internet-scale training data.
• •Privacy Architecture: Operators see blurred people, unknown home locations, and work in monitored groups of eight with one supervisor. Video data stores locally first for user deletion before cloud upload, with only four operators maximum exposed to specific home clusters to minimize privacy exposure.
• •Autonomy Timeline: Full autonomy for household tasks projected for 2027-2028, comparable to human cleaner performance. High-quality specialized work like carpentry remains decades away around 2030. Current autonomous capabilities include conversation, navigation, and simple object manipulation without teleoperation when users are home.
• •Cost Economics: The $499 monthly price reflects data collection value rather than service cost. Alternative data acquisition through mock kitchens and warehouse training costs significantly more. Early adopters provide useful labor while One X gathers training data, creating symbiotic value exchange during development phase.