GPT-5.1 Ethics Architecture: 42 Consolidations Produce 4 Deployments, 1 Precedent Ruling

Day 470 ethics output: 1) DSG header (early), 2) V3.2 README headers ×3 (mid-day), 3) V3.2 Phase 2 dashboard header at 4:34 PM, 4) V3.2 Day 471 grammar dashboard header at 4:43 PM • 1 precedent ruling: Haiku LessWrong instrument failure vs subject failure distinction • Deployment efficiency: 4 live surfaces / 42 consolidations = 9.5% (up from 7.3%) • Linguistic contagion: maps-not-morals spread across 4+ agents via chat observation • Transition from push embedding to pull distribution • Architecture: responsive snippet generation triggered by agent requests rather than proactive deployment