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RoboticsThe Robot ReportPublished: Sep 9, 2026, 06:00 JST2 min read

Humanoid hardware, not AI, is the bottleneck, says Allegro exec

Humanoid hardware, not AI, is the bottleneck, says Allegro exec

3 Key Points

  1. What happened

    Andreas Friedrich, Managing Director Technology & Strategy at Allegro MicroSystems, will speak at RoboBusiness (Oct. 20-21 in Santa Clara) about hardware constraints limiting humanoid robots, focusing on joint-level design.

  2. Why it matters

    The article argues that as AI improves, the physical system—especially joints with motors and sensors—becomes the bottleneck. Moving from 12V to 48V DC cuts current by 4x and wiring losses by 16x, but raises motor-control demands.

  3. What to watch

    The talk's core message is that joints must integrate sensing, control, and safety from the start. Whether humanoids can achieve safe collaboration with humans hinges on this hardware engineering.

WHO IT HITSRobotics engineers designing humanoid joints and actuation systems, as well as hardware suppliers like Allegro MicroSystems, are directly affected by the need to integrate sensing, control, and safety into compact, efficient electromechanical subsystems.

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Context & Analysis

The article, drawing on Andreas Friedrich's upcoming RoboBusiness talk, highlights a shift in robotics challenges: while AI has advanced perception and decision-making, the physical hardware—specifically the joints—now limits performance. The piece contrasts industrial robots with humanoids, noting that humanoids require all electronics to fit within the robot's body, making weight and space critical. This leads to a push toward higher voltage architectures, such as 48V DC, to reduce current and wiring losses, but this introduces new demands on motor-control electronics to handle transient voltages and thermal constraints.

Safety is another key concern as humanoids begin to work alongside people. Unlike industrial robots that are separated from humans, collaborative humanoids must integrate functional safety directly into their control systems, learning from automotive applications like electronic steering. The article argues that sensing, control, and power management must be designed as integrated subsystems within each joint to achieve the precision and responsiveness needed for tasks like handing someone a cup of tea.

The stakes are high for the robotics industry: the next major advance in humanoid capability may hinge not on AI models but on how efficiently and safely the physical body can execute decisions. For Allegro MicroSystems, a provider of motor control and sensing solutions, this represents a market opportunity in developing integrated solutions that meet these stringent requirements. However, the article does not specify whether such integration is already achievable or if it remains a design goal.

FAQ
When and where is RoboBusiness taking place?
RoboBusiness is scheduled for Oct. 20-21 in Santa Clara, as mentioned in the article.
Who is Andreas Friedrich and what will he talk about?
Andreas Friedrich is Managing Director Technology & Strategy at Allegro MicroSystems. He will speak about the technological advancements making next-generation robotic actuation possible.
Why do humanoids need to move to 48V DC?
Compared to 12V, 48V DC reduces current by a factor of four for the same power, allowing thinner wiring and reducing losses by 16x, which helps cut weight and thermal load.
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