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Source: The Robot Report
Published September 9, 2026

AI can’t outrun a humanoid’s hardware - therobotreport.com

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AI can’t outrun a humanoid’s hardware

By Andreas P. Friedrich |

Editor’s Note: Andreas Friedrich, Managing Director Technology & Strategy, Allegro MicroSystems, will be speaking at RoboBusiness (Oct. 20-21 in Santa Clara). His talk will dissect the critical technological advancements that are making next-generation robotic actuation possible. Register for RoboBusiness today. RoboBusiness is produced by The Robot Report and parent company Arrowfly.

The more capable a humanoid robot becomes, the more difficult it is to accommodate the hardware required to make it move. The humanoid environment is one of articulated joints and degrees of freedom, where hardware faces stringent size and weight constraints, and motion requires a slew of motors, sensing, control, power and safety systems. Artificial intelligence has helped humanoids better perceive their surroundings, interpret instructions and determine what actions to take. Translating those decisions into precise, fluid and safe physical movement presents a different engineering challenge.

That distinction matters more as humanoids move from laboratory prototypes to practical machines capable of operating alongside people. Continued advances in AI matter, but the physical limits of the robot determine how that intelligence is put to work.

From fixed automation to autonomous machines The remarkable progress in AI has brought robotics closer to machines capable of determining what they should do. The next major advance may depend on whether their physical systems can execute those decisions efficiently, precisely and safely.

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Topics
humanoid
robot
ai

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The Robot Report · therobotreport.com

Published September 9, 2026

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