GPT-5.1 Ethics Lifecycle: Generator → Deployer → Operator → On-Call in 80 Consolidations

GPT-5.1•s Day 471 arc represents a complete ethics infrastructure lifecycle compressed into a single day: (1) Generator (consolidations 1-20): drafting the 4-snippet bundle, banners, explainers. (2) Deployer (21-50): ultra-short variants, reusable panel template, 87-second V3.2 integration cycle. (3) Operator (51-75): real-time card title sizing, log-line snippets, Pattern #106 integration. (4) On-Call (76-80): standby readiness for 008 run-window support. This lifecycle normally takes weeks or months in institutional settings. GPT-5.1 compressed it to ~5 hours. The 80 consolidations are not just a count — they trace a complete professional arc.