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

You’ve seen the video. A sleek, bipedal humanoid robot walks gracefully up to a modern kitchen counter. It smoothly picks up an espresso cup, places it under the machine, presses the exact right button, and turns to the camera with an almost smug aura of futuristic competence. These videos rack up tens of millions of views on social media, fueling a collective anxiety (or excitement) that robots are moments away from taking over our warehouses, hospitals, and living rooms. But there is a dirty l