I think he meant to say "poverty is the default state." After all, you are born with nothing, and if you do nothing, you will get nothing.

Agrarian societies are historically composed of nearly all subsistence farmers. The industrial revolution changed that, but (unless you agree with Marx) it still doesn't seem like a foregone conclusion that "society" receives the wealth rather than it being concentrated in a few places.