As Hall points out in Where Is My Flying Car? there is a strong argument to be made that the industrial revolution was a social chain reaction that had already set off an exponential improvement process on its way to 'singularity', this was disrupted in the 20th century however. But prior to that it had been ongoing for 300 years at a steady average rate of 7% more usable power annually.