Physical-AI robot demonstrations at IFA

Robots took centre stage at the IFA consumer electronics show, where exhibitors demonstrated humanoid, quadruped and household robots pitching themselves as the physical face of artificial intelligence.

The autonomy and safety claims varied widely by exhibitor, and none of the demonstrations came with independent verification. A robot that performs a choreographed task on a show floor has not proven it can do the same in an unstructured home.

The gap between demonstration and deployment remains the industry's central challenge. Household robots must handle cluttered rooms, children, pets and breakable objects, none of which appear in a controlled demo.

Still, the presence of so many physical-AI products at a mainstream consumer show marks a shift. Robots that once belonged to research labs are now being marketed as products, and manufacturers are competing to convince buyers that the technology is ready.

Consumers considering such devices should look for independently tested safety certifications and clear statements of what the robot can and cannot do, rather than relying on launch-day demonstrations.