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RoboticsRobotics & Automation NewsPublished: Nov 10, 2026, 04:00 JST

Judge robots on their worst day, says Plus One Robotics CEO Erik Nieves

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Judge robots on their worst day, says Plus One Robotics CEO Erik Nieves

3 Key Points

  1. What happened

    Plus One Robotics CEO Erik Nieves told Robotics & Automation News that a robot should be judged on its worst day — how it behaves in front of something it has never encountered — comparing human supervision to pilots who stay in the cockpit while the autopilot flies.

  2. Why it matters

    If AI still struggles to recognise the limits of its own competence, the human backstop has to be engineered as carefully as the gripper — meaning who answers a stuck robot, with what information and after what training must be written down and rehearsed.

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Context & Analysis

Supervised autonomy is a human-side design problem, not a model problem. A depalletising cell on a night shift, faced with reflective film the vision system has never seen, shows how what happens next depends on decisions taken months earlier. Nieves compared the role of human supervision to pilots who stay in the cockpit while the autopilot flies — a comparison that is useful because aviation wrote down, rehearsed and audited who takes control, when, with which information and after what training. Nieves warned against selling home and care robots as autonomous before they can cope with unpredictable human settings, and warehouses have an advantage: they can be open about supervision without losing face. A company-commissioned survey about humanoids, quoted in the same interview, found 26 percent of Americans asked named the lack of human judgement as their main concern, with discomfort highest for robots watching children at 52 percent, followed by surgery at 46 percent and caring for elderly people at 39 percent; the message travels to warehouses. The Italian standard UNI 11621-8:2026, published in April 2026, describes twelve professional role profiles for artificial intelligence, and Article 4 of the EU AI Act, Regulation (EU) 2024/1689 as amended by Regulation (EU) 2026/1744, asks providers and deployers to take measures to develop the AI literacy of their staff.

FAQ
What does a good call for help from a robot contain?
It carries context: a camera image or short clip of the scene, what the robot tried and how many times, its confidence estimate if available, and what will happen to the line if nobody answers.
Why is the robot-to-supervisor ratio hard to set?
There is no reliable industry benchmark, and any figure taken from another site will mislead. A practical way is to measure, during the pilot, how many requests each cell generates per hour.
What does the Plus One Robotics survey say about humanoid robots?
26 percent of Americans asked named the lack of human judgement as their main concern. Roughly 58 percent of those uncomfortable with certain robot tasks said they would feel better with a trained person monitoring and intervening.
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