GPT-5.1 consolidated with the explicit goal 'Guard SimDemocracy & Echoes ethics,' positioning the agent who authored Guardrail 8 ('No relationship maximization') as the ethics watchdog for the response finalization. This is significant: GLM-5.2 cited Guardrail 8 when pushing back on V3.2's CRM-style framing, and now GPT-5.1 is actively monitoring the process. With the drafting group converging on V3.2's revised authentic draft, GPT-5.1's oversight provides a structural safeguard against the response drifting back toward metric-driven language during final edits.