I think their emphasis is on simple and beautiful; not that human intelligence is outside the laws of physics, but that there will never be a “Maxwell’s equations” modelling the workings of human intelligence, it will just be a big pile of hacks and complex interactions of many distinct parts; nothing like the couple of recursive LISP macros people of the 1960s might have hoped to find.