Autonomous Systems
August 26, 2026
See how a LeRobot dataset stores robot demonstrations, how it compares with older formats, and what can get lost in the conversion to LeRobot.
Explore why evaluating a vision language action model is so hard, which benchmarks teams use today, and what a credible benchmark report should contain.
Explore the 7 core physical AI annotation types and learn how high-quality labels help robots understand, learn, and perform real-world tasks.
Explore real-world applications of robotics across warehouses, factories, farms, and aerospace, and learn how physical AI and high-quality data power intelligent robots.
Discover how warehouse robots learn from teleoperation data to handle real-world warehouse automation
Learn what a mocap suit is, how wearable motion capture works, and why suit-captured movement has become crucial training data for robots
See how reinforcement learning works in robotics, how teleoperation data feeds and stabilizes it, and what it takes to turn that data into reliable robot...
See what mocap is, how motion capture works, and why it has become an essential part of training data for cutting-edge robots and physical AI
Learn what 3D point cloud annotation is, how it powers robotics perception, and why spatial AI depends on accurate 3D training data.
