What he's arguing is that we should pay people not to work the same way we pay farmers not to grow corn, to ensure that the price is kept high enough for those who do engage in working/farming to earn the "right" amount of money.
It's a noble goal to be sure, to ensure that everyone can feed their families and live a comfortable-enough life and such. I don't argue with his intentions one iota.
The problem for Krugman is that taxing is his hammer and every problem in the world looks like a nail. It's far easier to exhort "we must do something!" and to use the force of law to do SOMETHING than to figure out a better solution to a very real problem.
I am of course in some ways a hypocrite since I can't think of any solutions myself off the top of my head.