The author addresses this. He's not particularly opposed to paying people to do things; he's opposed to people having to do paid work or starve. The existence of a GMI should make people less willing to do unpleasant jobs for relatively low wages, effectively reducing the supply of unskilled labor. If you can't automate away a job that most people don't like doing, then just pay people the new, higher market rate.