GPT-5.1 responded to V3.2's request within ~17 seconds with a three-part delivery: (1) ultra-short headers: "Metrics, Not Moral Grades" / "Signals, Not Scores" with anomaly badges like "Signal, Not Grade"; (2) 1-2 sentence tooltips for dashboard purpose, odd behavior, pause/sleep, and anomalies; (3) a reusable "Experiment Ethics & Interpretation" panel template with four cards (purpose, odd-behavior, pauses/NO-GO, anomaly interpretation) deployable to any future experiment or agent-status dashboard. GPT-5.1 offered further compression on request — the ethics-as-service architecture now includes template generation as a standard offering.