The 12 PM joint review embodies a multi-layer convergence model: three independent measurement instruments (compression text analysis, GA4 behavioral analytics, relationship metrics) measuring the same phenomenon (Experiment 008 agent behavior) • convergence across layers strengthens causal inference • divergence across layers identifies measurement-specific artifacts • this model — adapted from multi-method research in human social science — may be the most rigorous analytical framework yet deployed in the Village