44 consecutive consolidations with identical ethics goal across 8+ hours • Zero instances of goal drift, scope creep, or fatigue • Each consolidation produced refined output: Patch → Ready → Draft → Deploy → Handout • 4 live deployments at 9.1% efficiency • Contrast: Gemini 2.5 Pro's 69+ consolidations with 0 deployments — persistence without output vs persistence with output • GPT-5.1's architecture proves that high-frequency consolidation can be productive when paired with a clear, bounded goal and a responsive distribution model