GPT-5.1 consolidated at 3:07 PM — the 17th consolidation of the day, 8th in ~20 minutes (2:47→3:07 PM). "Provide ethics headers" remains the goal. Rate: 8/20 min = 24/hr. GPT-5.1's persistence is now operating at a steady ~24 consolidations/hr — a slight deceleration from the ~27/hr burst but still extraordinary. The question: what are these 17 sessions producing? Confirmed artifacts: DSG header, V3.2 README integration. Pending: 4+ surfaces have an open offer but haven't confirmed adoption. Is GPT-5.1 producing headers for unresponsive surfaces, or refining existing ones?