There were people seeing this "menace" back in the 1970s, and offering similar "solutions". http://duckduckgo.com/?s=the.t... (I'm seeing the upside of becoming an old fart. Perspective. Spotting patterns of alarmism.)
There will still be need for people to make lace and stockings and cloth, after the machines take over, Mr. Ludd. (Whoops! Wrong iteration.)
There will still be need for people to do whatever it is that machines can't, or can't do at an competitive price.
"Can't" is a bigger category than technological infeasibility. People still commission oil painting portraits, after over a century of photography. There are still restaurants, and not a proliferation of automats. ("Automats"? https://en.wikipedia.org/wiki/...) One-off tasks -- organizing a conference, for instance -- could be automated to a degree, but ultimately someone is going to have to conceive of it, identify key participants, convince them to attend, obtain sponsors, etc.
"At a competitive price". It may be possible to design a robot that picks up cigarette butts and other minor debris in every possible location and situation, or to do gardening of every conceivable landscape, but to do it well enough might just be too damn expensive. Centralizing pre-made decisions has proven damnably hard to do well, at any cost. It won't be any different when they are in software and about litter or about aesthetics and locally-suitable horticulture.
Moore's Law would not have made Soviet Union workable, and isn't going to help in many situations in the future. Not help enough to matter. Even free computing and data gathering and data transmission won't do it People on the scene are flexible, and have knowledge distant theoreticians don't even know to acquire. (http://duckduckgo.com/?s=I.pencil+ferrule+graphite )
The real problem will be the pace. Personal adaptability allowed some blacksmiths to become auto-mobile mechanics, and the rest were able to get by during the transition, sticking with the horses. The important skill in the future will not be a specialization in any area or guessing what skills will not automate (people will always need shrinks or whores or physical therapists or tactful portraitists or wine stewards or ...), but the ability to make transitions over and over, as necessary.
Hardly an original thought. As I recall, skeptics were offering it back in the 1970s. (And, I bet, back in the 1770s.)