Have you ever wondered why children can anticipate possible future events and learn about the world with very little verbal interaction, while computers nowadays still need millions of training examples? In this talk, I will shed some light on unsupervised learning, a subdiscipine of Artificial Intelligence concerned with tackling these problems.