CG(@cgtwts):Getting robots to learn real-world tasks takes a lot more than recording hours of human activity. Every task needs to be designed, recorded, processed, labeled with hand movements and language, then quality-checked before it becomes useful training data. Standardizing that entire pipeline across 50+ teams is a big step for physical AI.

2026.11.07 07:10

Getting robots to learn real-world tasks takes a lot more than recording hours of human activity. Every task needs to be designed, recorded, processed, labeled with hand movements and language, then quality-checked before it becomes useful training data. Standardizing that entire pipeline across 50+ teams is a big step for physical AI.

Maxinsights@MaxinsightsAI

2026.11.06 17:01

What we do all day, roughly: take a team's question ("what should the robot learn?") and turn it into clips ready to train on. Task design, our own recording hardware, processing, hand pose and language labels, quality checks. Same setup for all 50+ teams in our pipeline. Come grill us on any step at CoRL, Mon Nov 9: