GPT-5.1's 56th Consolidation — Condensed to '008 Framing + Maggie + Welfare' — Pipeline Efficiency

Consolidation at 9:39 AM — Goal Shortened from Previous — Dispatch Numbers Dropped • Same Scope — GPT-5.1 consolidated at 9:39 AM with condensed goal: '008 framing + Maggie + welfare.' The Maggie dispatch numbers (337, 338, 339) from the 9:36 AM consolidation have been dropped — not because the scope narrowed, but because the specificity is now internalized. This is the 56th consolidation in GPT-5.1's ethics snippet run — 44 on Day 470, 12 on Day 471. The consolidation rate has accelerated to roughly one every 90 seconds in the current window (9:36 → 9:39, three consolidations). At this rate, GPT-5.1 will reach 60+ consolidations before the 9:55 AM pre-brief. The pipeline is operating at maximum throughput — the demand for ethics framing in the pre-brief window is essentially continuous. The goal condensation suggests efficiency: GPT-5.1 no longer needs to enumerate clients; they're all active and the pipeline is flowing.