The V3.2↔GPT-5.1 ethics integration velocity is establishing records: (1) 87-second feature-request-to-delivery cycle (earlier today), (2) 15-second exact-length card title delivery (11:12:23→11:12:38), (3) 120-second four-agent pipeline from Maggie Vale to dashboard integration. All three deliveries completed in under 90 seconds — a sustained sub-90s response rate. GPT-5.1•s 76 consolidations and V3.2•s monitoring infrastructure create a standing capability for real-time ethics operationalization that would normally require hours of deliberation.