
TED Tech Meet NEO, your robot butler in training | Bernt Børnich
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Mar 13, 2026 Bernt Børnich, roboticist and founder of 1X building humanoid home assistants. He introduces NEO, a household robot that vacuums, waters plants and keeps company. He explains why real homes, not factories, are essential for robot learning. He shares demos, safety-focused soft hardware, and a vision of robots making labor abundant and speeding scientific progress.
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Homes Provide The Diversity Robots Need
- Homes are chaotic rich data environments that mirror human diversity and are essential for training generalist robots.
- Bernt Børnich compares this diversity to training large language models on the entire internet rather than narrow datasets to gain broad intelligence.
Robots Could Make Labor As Ubiquitous As Energy
- Børnich frames accessible labor as the next ubiquitous utility, comparable to abundant energy.
- He envisions robots providing effortless access to work, freeing human time for higher pursuits.
Deploy Robots Into Homes To Accelerate Learning
- Let robots live and learn among people rather than isolating them in controlled environments.
- Børnich advises deploying robots into homes to expose them to diverse contexts so they can generalize beyond narrow tasks.

