Embodied Edge: When Robots and Vehicles Need Inference Without the Cloud
Embodied systems win or lose on milliseconds: perception and action have to live where the sensors and motors are. A...
Robot Learning & Autonomy
Humanoids on the Factory Floor: From Demo Videos to Full Shifts
For three years, the public story of humanoid robots has been told in short videos: a robot folds a shirt,...
AI Cobots and Vision: Where Factories See ROI First
Factories do not buy neural networks. They buy fewer collisions, fewer escapes, and cycle times that hold across shifts. That...
Physical AI Data Factories: How Synthetic Data Is Accelerating Industrial Robots
Industrial robots have never been short of compute. They have been short of examples. A vision-guided bin picker needs to...
Vision-Language-Action Models: The New Foundation Layer for Robots
For most of their history, robots have been brilliant specialists and hopeless generalists. A welding arm can repeat the same...
Sim-to-Real in 2026: Closing the Gap Without Endless Real-World Data
Every robot learning team eventually hits the same wall: data. Language models can be trained on a large share of...
