"robot training"

Atlas has some serious soccer skills. Learning them involved "massive trial and error."

Physical AI raised $10B+ in 2025, but robots still train on under 5,000 hours of real-world data. Who's funding the race to fix it.

Generative AI had the web to train on. Physical AI has to earn its data in the real world, one grasp, slip, and failure at a time.