
From left to right: Apollo, G2, Digit, Atlas, and Figure 03. | Source: Apptronik, Unitree Robotics, Agility Robotics, Figure AI, respectively Today, humanoid robot OEMs are facing one central challenge: How do they bridge the gap between a working prototype and a manufacturable, scalable product? according to Kollmorgen. While software iterates in weeks, motion hardware moves from paper to functional sample in months and to volume production in years. That mismatch—not concept design—is often th
Humanoid robot manufacturers currently face a significant production challenge: while software can be updated in weeks, the physical motion hardware takes months to develop and years to scale for manufacturing. A speaker at an upcoming robotics conference will present a framework for addressing this bottleneck by treating humanoid motion as distinct zone-by-zone architectural problems rather than applying uniform solutions across all body parts. This approach aims to help companies evaluate motion component partners and move more efficiently from prototype stage to volume production.

In this tutorial, we work through the retargeting engine at the core of NVIDIA IsaacTeleop, the framework that turns XR hand tracking and motion-controller input into commands for simulated and real robots. Rather than plugging in a headset, we build every input ourselves in NumPy, so each step runs on a plain Colab CPU and prints what it computes. We start with the type system every node speaks, generate synthetic hand and controller data, write our own retargeter with live-tunable parameters,

Lightbringer’s co-founders and board members, from left: CTO Markus Andreasson, CEO Dominic Davies, and CCO Ola Wassvik. Source: Lightbringer Developments in AI, machine learning, and automation have given robots capabilities that would have seemed extraordinary a decade ago. As competition intensifies, the physical AI race is becoming less likely to be won by whoever builds the best robot, and more likely to be won by whoever owns the technology that determines its behavior. This is a par

The Robot Report Podcast · Inside Omron’s Next-Generation LD Mobile Robots Miguel Garcés Moreno, PMM, mobile robots, OMRON In Episode 264 of The Robot Report Podcast, we interview Miguel Garcés Moreno, product marketing manager for Europe, the Middle East, and Africa (EMEA) for mobile robots at OMRON Industrial Automation Europe. He leads product strategy across autonomous mobile robots (AMRs), industrial automation, and force- and power-limited or collaborative robots. Backed by an industrial
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