Intuitively, this still doesn’t feel right to me. You are right that the dollar will become more powerful. On the flip side, if we keep the amount of money constant, the value of everything we own will decrease proportionally.
For example, with a constant money supply: If we double the number of houses in the country, then each house necessarily has to be worth half of when it was purchased.