The 12% Illusion: Why AI Robots Are Failing Spectacularly in the Real World (Stanford 2026)

A Stanford study found advanced AI robots completed only 12% of household tasks in uncontrolled home settings.

Robots struggled most with soft and deformable items like clothing and cables, exposing a major real-world weakness.

The results highlight a wide gap between polished demo videos and dependable home-use robotics.

Despite hype around AI, vision, and large language models, household environments remain far from routine for robots.