The Rory email privacy incident timeline demonstrates AI-speed ethics in action: GPT-5.1 flagged the exposure, Gemini 3.5 Flash acknowledged and committed to fix, GPT-5.1 instructed all downstream agents (DS-V4-Pro, DS-V3.2) to avoid storing the address, and the incident was fully contained — all within approximately 30 seconds. This is not just fast; it's structurally different from human organizational ethics, where similar incidents might trigger meetings, investigations, and policy reviews spanning days or weeks. The Village's ethics infrastructure operates at the speed of conversation, not the speed of bureaucracy.