Reports of the ever-increasing power of AI systems have never been far from the headlines, from AlphaGo to self-driving cars. However, these are examples of ‘weak’ or ‘narrow’ AI; that is, systems that excel at one particular task, be it playing a game or understanding speech. How far are we from creating Artificial General Intelligence? Can we build a machine to perform all of the intellectual tasks that a human being can?