I'm not promoting this; I'm just predicting it. The sustainability of fossil fuels will be reflected in prices. More demand, political restrictions, and fewer new discoveries: prices go up; conservation, carbon sequestration/removal tech, and growing efficiencies supplemented by new sources such as fracked gas: prices relax. At some point (you say "very near", I say no one knows), hydrocarbon prices will go so high that the developed world will either have to voluntarily undevelop (not going to happen politically) or pay what it costs to solve some nuke problems and live with others, and we will continue to grow our use of energy.
The spread of robotics will proceed apace.
> (you say "very near", I say no one knows)
Given that our energy spending grows exponentially, it's certainly going be sooner than later.
I really have to question this. Humans are notoriously inefficient at converting nutrition to usable energy.
The third link I posted references Geoffrey West who has an interesting high-level physics approach to this issue, but it doesn't really do justice to his points. But I figured posting this 40 minute one, which is much more comprehensive, would be a bit much to ask:
https://www.youtube.com/watch?v=DFFVSvAr7Wc
(also has a lot more phycisist's arrogance in the form of cursing, which I find entertaining myself)
Actually, given that city energy spending also grows sublinearly, robot and AI networks probably would as well. So that argument likely won't hold against it.
I'll be blunt and say that that is just bullshit for quite obvious reasons. Your [1] does not support the claim.
"A human-controlled punching machine is 25 to 35 times more efficient than a laser cutter when producing a standard part"
"Fibre laser cutters are more efficient than CO2-laser cutters, but their power consumption is still 10 times larger than that of a slower but equally powerful human-controlled nibbling machine"
... and has tables like:
http://krisdedecker.typepad.com/.a/6a00e0099229e8883301a73d8...
(which is per item, by the way)
... is not supporting the claim that manual labour is more energy efficient for many tasks.
There might be some manually controlled machines that are more energy efficient than some automatic machines, but that would be a very very different fact, and I don't see any reason to believe that it would hold in general. For example the table you linked to doesn't say how much that is produced per energy unit, which would be the relevant measure, and it doesn't take into account that the operator uses a lot of energy. With your kind of arguing I could show that a hand saw was infinitely more efficient than a chainsaw because the hand saw in itself doesn't use any energy at all and we don't count the operator.
A human in standby (resting) consumes about 80W power, and a human that does any kind of work much more than that. Humans use extremely inefficient fuel that takes many times more energy to produce than it makes available to do any kind of work. For most physical work it is easy to find a machine that does the same work using much less energy. In those areas where computers can replace humans they also do the same work using much less energy but also much faster. And then we haven't even taken into account that the human only works for 40 hours per week, need a house that keep her warm and uses a shitload of energy every day just to get back and forth to their workplace.
If we do look at this from an energy spending point of view.. this robot/AI revolution is gonna have a few interesting twists and turns along the way. One has to remember, the evolution of life has been a constant "economic" struggle for limited resources, with energy being the most limiting factor. Right now our economic development is largely based on a temporary liberation from that. However, that won't last, and energy-wise, life is far more energy-efficient than machines for most tasks[1] (I'm not entirely sure how this translates to robotics and computers, but for now I doubt they win). Energy spending also scales sub-linearly for living things[2], and I'm not sure if that holds true for machines.
[0] http://en.wikipedia.org/wiki/Embodied_energy
[1] http://www.lowtechmagazine.com/2014/03/how-sustainable-is-di...
[2] http://peakenergy.blogspot.se/2011/07/geoffrey-b-west-why-ci...