Yes, in the short term, there are two things that happen: 1) land values go up, 2) housing costs go down.

The first may benefit current land owners a lot, but the second is absolutely essential for lower incomes to succeed at all.

This is not a zero-sum move, and is fact hugely beneficial to everyone. When there's fixed housing supply, that's when things are closer to a zero-sum economic game.