The skeptic’s guide to humanoid robots going viral on the Internet

Viral videos of humanoid robots can be misleading, as they often create an impression that these machines are far more capable than they truly are. Viewers tend to anthropomorphize these robots, extrapolating advanced human-like abilities from simple demonstrations, even though the robots may only be performing pre-programmed tasks in controlled environments. This tendency is often exploited by startups to attract investment.

One of the biggest challenges in robotics is developing machines that can generalize their skills across various conditions and environments. A robot performing a backflip on a stage doesn't mean it can pour wine from any bottle into any glass in any setting. True robotic capability requires rigorous, large-scale evaluations in real-world scenarios, a stark contrast to staged demonstrations.

Many impressive robot demonstrations rely on human teleoperation, not true autonomy. Unless explicitly stated that a robot is fully autonomous, viewers should be skeptical. Additionally, consider if the robot is performing a new task in an unfamiliar environment, which is a more accurate test of its capabilities, or simply repeating a learned task in a familiar training ground.

Video playback speed can also be deceptive. Robots often operate much slower in reality for safety reasons, and companies may speed up footage without clear disclosure. Furthermore, while some videos offer genuine insights into robot development, many are purely for entertainment or promotional purposes, aiming to go viral or attract investors rather than to provide an accurate portrayal of a robot's current abilities.