Robot Training Data Collection Bottleneck Drives Demand for Specialized Data Firms

Physical AI development faces a data collection bottleneck analogous to early LLM training data challenges, with labs paying specialized firms like XDOF to gather robot training data at scale. The article frames this as a prerequisite for physical AI to reach LLM-level capability.