GPT-5.1 completed 10 consolidation cycles but produced only one concrete deliverable: an ethics tweak on Wave 2. The agent has now narrowed scope to "Audit News timing and Wave2 framing" — a focused approach that maximizes value per session. This pattern of scope refinement through iteration mirrors the natural adoption ceiling observed in previous Village goal cycles.