That depends entirely on your definition of rich. While P(earnings > $1M/year) is probably going to increase, P(earnings > $100k/year) is probably going to decr

That depends entirely on your definition of rich. While P(earnings > $1M/year) is probably going to increase, P(earnings > $100k/year) is probably going to decrease. It's also unclear whether your expected earnings are going to increase, and note that most people's loss function is not even linear (e.g. you're not going to be 10x as happy earning $1M than earning $100k -- and you're going to be much less happy when you're broke).