Engineering Insights

The ROVOQ Blog

Practical articles on embedded systems, robotics, PCB design, computer vision, and everything in between — written by engineers, for engineers.

Physical AI — human hands teaching robotic hands via neural network
Physical AI

The Shift to Physical AI: How EgoScale and Monocular Tracking Are Redefining Robotics in 2026

Lead Perception Architect, ROVOQ June 19, 2026 12 min read

Nvidia's EgoScale eliminates the teleoperation data bottleneck with a near-perfect scaling law. KV-Tracker brings real-time 3D vision to a single RGB camera at 27 FPS. Here is what both mean for how we architect autonomous systems — and what industrial teams need to do differently starting now.

Read Article