A human brain runs on about 20 W, and I see no reason to believe that that is the absolute limit of efficiency. It's probably quite efficient as far as mammalian meat goes, but evolution can only optimize somewhat locally.
Indeed, the laws of physics don't put any limits on artificial intelligence that don't also apply to natural intelligence. It's a strange place to look for a comparative advantage argument.
