Darwinian evolution is the reason why humans are intelligent. Neuroevolution studies the evolution of intelligence and seeks to recapitulate it using computer models to create artificial intelligence. Within this field, I am specifically interested in how our brain turns experiences into mental representations and how we later use these representations to inform future decisions. Replicating this learning process in the machines surrounding us will severely impact our future – are we ready for that?