Are machines better at quantum physics than humans?

I hope the title is a bit facetious... Machines are better at recognizing pictures than humans!
The pictures they are looking at relies on a human to come up with an order parameter to classify the phase transition of the system. A little disappointing since the video paints a very bad picture of what physicists who study phase transitions do. Also, we do have a good idea what goes on in super conductors... just not everything.