Embodied-ai

In a detailed new technical discussion, Atlas leadership explains why "hard automation" is failing the automotive industry and reveals the three-pillared data strategy behind the robot''s new AI brain.

The $5.6 billion startup reveals that sufficiently large robot models naturally learn to understand human video, potentially solving the industry's data bottleneck.

In a technical addendum to its GEN-0 launch, Generalist AI reveals new details on its pretraining methodology, introducing metrics like "Reverse KL" to measure model creativity and claiming infrastructure capable of absorbing 6.85 years of robot experience per day.

German robotics unicorn Neura Robotics has opened a major new development center in Zurich, relocating the R&D for its 4NE-1 humanoid to the Swiss city. The move highlights Zurich''s growing status as a global hub for embodied AI, joining neighbors like Disney Research and Flexion.

Researchers from the National University of Singapore have developed a generative video pipeline that converts third-person human activity footage into synthetic training data for humanoid robots, effectively bridging the embodiment gap at scale.