I will further point out that the past of human cognitive development strongly indicates that our progress isn't a function of our brainpower alone, but our cultural inheritance - and that the increase in complexity and power of our societies has been in large part dependent upon population numbers.

It may well be the case that exponentially-increases are necessary for linear improvements. Maybe not, but human history and prehistory don't seem to constitute arguments against the possibility.