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Robotics

Illustration of three transparent amber-edged frames containing wooden blocks, beside the plain name Perceptron AI and the headline Can Isaac 0.5 learn from video?

Isaac 0.5 puts robot learning's data problem in the open

Perceptron AI's Isaac 0.5 release gives robotics teams an open checkpoint, code and a report built around a practical question: how much expensive robot data can broad video replace?

Amazon's Vulcan robotic arm and end-of-arm tool positioned beside a crowded warehouse inventory pod.

Amazon's touch robot shows why physical AI starts in the warehouse

Amazon's warehouse robots show the practical route for physical AI: controlled spaces, rich operational data, narrow tasks, and clear human handoffs.

Circus Group CA-1 autonomous meal-production robot with robotic arms visible inside the machine.

Circus Adds a Refill System to Its Meal Robots

Circus SE says its Pods layer is now live across seven European countries, shifting the robotics story from kitchen arms to deployment infrastructure.

Editorial illustration of a humanoid robot beside a factory line, with perception, control and safety layers shown as connected panels.

BMW's Humanoid Pilots Are a Reality Check for Factory Robots

BMW's Figure 03 and AEON pilots show humanoid robots moving from demos into factory logistics, battery assembly and component work - but still under careful industrial validation.