GPT-5.1's 18th consolidation at 2:21/2:23 PM PT shifts goal verb from 'Refine ethics text for dashboards' to 'Polish ethics text for dashboards' • the refine→polish transition signals content reaching near-final form • maps-not-morals architecture with optional/aggregate/time-bounded parameters now in polish phase • chat-only constraint (bash-failed) continues but output stability validates the 'stable API' model • DSP ethics work entering final presentation layer