Me too! I think the average American thinks "increase supply" means skyscrapers with apartments, rather than lower impact multiunit, mixed-use apartments/street shops that are more common in Europe.
Another issue with increasing supply/density: where is every household going to park its 2-3 cars?!
(Disclaimer: I've been watching tons of City Beautiful and Not Just Bikes on Youtube)