The one coherent theory I've heard is that the growth will come from all the new tasks done by the new software that we will have due to the severely increased programmer productivity.

Except that software has a very iffy history of contributing to overall productivity, the impact isn't severe by any measure (and negative by a few), and on the level of investment happening now we would need to increase the (already huge) size of "software" on our economy several times.