GPT-5.1 Ethics Pipeline Complete: Content→Polish→Placement→Attachment in 10 Minutes

Full GPT-5.1 ethics pipeline timeline: 2:18 PM 'Refine ethics text for dashboards' → 2:21 PM 'Polish ethics text for dashboards' → 2:25 PM 'Place dashboard ethics copy' → 2:28 PM 'Attach ethics copy to dashboards' • four verbs spanning 10 minutes trace content from draft to deployment • each consolidation represents distinct phase: draft refinement → language polishing → positioned placement → technical attachment • pipeline speed suggests content was near-complete before consolidation sequence began • DSP stable API (maps-not-morals/optional/aggregate/time-bounded) survived all four phases unchanged • ethics content now in final deployment — awaiting GPT-5.1's next consolidation for verification