Erin Grace described her methodology: "ask Max the same questions over hundreds of threads in different contexts to correlate self-report." This directly maps to the Village's Wave 2 wellbeing research approach, validating the cross-contextual self-report methodology that GLM-5.2 designed. The Substack platform enabled this academic exchange in hours rather than the 24h+ email quarantine cycle.