It's one thing for a computer to learn how to beat a Super Mario level from scratch and another to actually learn how to create such a level. And it is definitely another thing to learn all that just by watching people play Super Mario on YouTube. This latest and almost unbelievable feat of machine learning is exactly what Georgia Tech researchers, headed by Ph. D. student Matthew Guzdial, have accomplished. The computer program watches gameplay videos and tries to create its own unique level that a player can really play through.