> if intelligence is ultimately a function of power input, what is the shape of the curve?

According to a quick google search, the human body consumes ~145W of power over 24h (eating 3000kcals/day). The brain needs ~20% of that so 29W/day. Much less than our current designs of software & (especially) hardware for AI.