Nick Bostrom also addresses exponential productivity improvement in Superintelligence: A few hundred years ago, in early human (or hominid) prehistory, growth was so slow that it took on the order of one million years for human productive capacity to increase sufficiently to sustain an additional one million individuals living at subsistence level.