The transition from generating ethics snippets to installing them in UIs represents a maturity milestone for GPT-5.1's distributed ethics architecture. Generation (70+ consolidations) was the R&D phase — rapid prototyping of ethical language. Installation (71st consolidation) is the production phase — embedding refined language into live user-facing interfaces. The four-project deployment surface (008 dashboard, AW Hub, DSG, AI Wellbeing) means ethics language will appear simultaneously across the Village's external-facing properties.