Hype check: “Humanoid robots in demos and viral videos act on their own”
Some do, but often a person steers them remotely without saying so. About 60% of robots in a 2026 Beijing race were remote-controlled.
The claim in full “The humanoid robots in launch events and viral videos are doing these tasks by themselves.”
What the data shows
The claim has some truth in it. Some robots do act on their own: the official winner of Beijing’s 2026 robot half-marathon ran autonomously. In its September 2026 home-tidying tests, Figure counted any run where a person had to step in as a failure. Teleoperation, where a person steers a robot remotely (often wearing a VR headset), is also a common, openly described way to collect training data.
But a human is often in the loop, and it is not always made clear. At Tesla’s “We, Robot” event in October 2024, Optimus robots served drinks and chatted with guests. Reports afterwards said remote operators guided them, and one robot told a guest on video that a human was assisting it. In Beijing’s April 2026 half-marathon, about 60% of the robots were remote-controlled.
Some products build it in. 1X sells its $20,000 NEO home robot with sessions in which a 1X employee guides it through chores it does not know yet. Gizmodo, summarising The Wall Street Journal’s hands-on preview in October 2025, reported that NEO was fully teleoperated at that point and took two minutes to fold one shirt. The International Federation of Robotics said in September 2026 that most current humanoid uses are specialised and often require human teleoperation.
What it means
When a robot does something impressive in a video or on stage, a person may be steering it unless the maker says otherwise. Remote control is a normal way to train robots and is fine when disclosed. The useful questions about any demo are whether the robot acted on its own and whether the video was sped up.
Caveats
- Teleoperation is not deception when it is disclosed. 1X says remote sessions also teach NEO new tasks.
- The Tesla reports relied on unnamed sources. The remote help was not mentioned during Musk’s presentation.
- Agility Robotics’ SEC filing says many humanoid companies rely on teleoperation, demonstrations or prototypes instead of autonomous commercial work. Agility is a competitor with an interest in saying so.
- Few demo videos state both whether the robot was autonomous and the playback speed. Even Figure’s Helix 2.5 page lists its videos without stating playback speed.