This is such a ridiculous concept: that robots will render everyone unemployed.
Assume arguendo that robots take over every job; who is going to buy the goods and services these robots provide? The very small class of people who own all those robots and the businesses they work in? Not nearly enough demand to support more than a small number of robot workers. Taken to the logical conclusion the author urges, the concept collapses of its own weight.