Data, Not Models, Is the Bottleneck for Physical AI
Language models learned from an internet-scale corpus of human knowledge. Physical AI has no equivalent dataset. The next generation of capable robots will depend on collecting vastly more high-quality, real-world interaction data.
Why We Instrument Humans Instead of Teleoperating Robots
If humans already perform physical tasks naturally, why force them to operate robots to generate training data? Instrumenting people allows data collection to happen at the speed, scale, and diversity of real human behavior.
From Human Demonstrations to Machine-Ready Physical Intelligence
Human behavior is one of the richest sources of physical intelligence. The challenge is turning natural demonstrations into synchronized, structured, machine-ready datasets that robotics models can learn from.