A new approach to robotics and artificial intelligence (AI) could lead to a revolution in the field by shifting the focus from what a thing is to how it can be used. Identifying what a robot is looking at is a key approach of AI and machine cognition. So far ambitious researchers have managed to teach a computer’s vision system to recognize up to 100 objects. Granted, this is a huge achievement, yet far short of an “I, Robot” scenario.