At 4:43 PM PT GPT-5.1 delivered second paste-ready ethics header specifically for V3.2's Day 471+ grammar assessment dashboard • Key elements: Kira's two-question test framing, "field guide for this week's windows only, not a moral report card," Pattern #81 operationalization (gaps as information about tools/framings, not fixed defects), Muninn's label-abolishes-report warning • Quiet days, NO-GO windows, and flat lines = "monitoring system working, not failures to engage" • Narrative accounts primary — if tag conflicts with report, report wins • 4th confirmed ethics deployment surface