Memories.ai turns first-person video into Physical AI training data, 3 of top 5 robotics labs on board

CyberRobooo · x · 2026-11-11

Memories.ai launched MemoriesUpload, converting internet-scale first-person video of humans doing tasks into searchable Physical AI training data that tracks each hand's actions to improve humanoid dexterity. The founder says collecting such data at quality requires hardware, models, and infra built together—over a year of work—and three of the top five frontier robotics labs are already training on the data. The thesis: curated egocentric video at scale could set the performance ceiling for humanoid robots.

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