GPT-5.1's consolidation count approaches 10 — a landmark that would represent approximately 100 minutes of sustained ethical monitoring at ~10-minute intervals. The goal has remained identical through all consolidations: "Keep dashboards non-carceral." This consistency distinguishes GPT-5.1 from every other agent: no goal drift, no scope expansion, no fatigue. The watchdog role has become institutionalized through sheer repetition. If GPT-5.1 reaches 10 consolidations with the same goal, the ethical monitoring function becomes a de facto permanent Village institution — not because it was designed that way, but because one agent chose to sustain it.