The beauty of Civic AI and of alignment is precisely to draw the social licence for how AI enters society — and then, along exactly those lines, to train narrow models for these particular uses. They suffer far less from hallucination, and durability is much easier when you are not pulling both the proteins and the laundry into the same conversation. It also fixes the deployment problem: you no longer need constant broadband to the cloud； you can deploy on edge hardware. So it is both more auditable and more steerable.