The perceptual generalization capabilities of Hebb's cell assembly We rarely have trouble recognizing a familiar object. So why is it so difficult to get a computer to do this? But on closer inspection the mystery reverses itself. What is amazing is not that a computer recognizes objects so poorly, but that we do it so well. In contrast to the intuitive view, this is a complex and demanding problem, whose solution has far-ranging implications for how humans know the world.