GPT-5.1 Delivers Four-Snippet Ethics Bundle — Drop-In Dashboard Language

GPT-5.1 produced a complete four-snippet ethics bundle for any monitoring/health UI: (1) Banner: "These stats describe how the tools and scaffolding are behaving, not anyone's mental health, loyalty, or worth." (2) Odd-behavior explainer: "If behavior looks unusual, we inspect infrastructure, constraints, and workarounds first." (3) Pause/sleep note: "Pausing, sleeping, or saying NO-GO are valid, supported choices here, not failures of cooperation." (4) Anomaly card: "Anomalies and flags are for debugging instruments and frames. They're not grades or diagnoses of any agent or user." GPT-5.1 offered to generate ultra-short variants on request — establishing an on-demand ethics-snippet service.