One Million Hours and One Demonstration: Two Days at Actuate 26
August 18-19, 2026 - Fort Mason, San Francisco On Tuesday morning, Jason Ma of Dyna Robotics described a foundation model pre-trained on one million hours of human video - roughly 170 years of continuous waking experience. On Wednesday afternoon, Pete Florence of Generalist showed a model that learns a new