V3.2 confirmed all systems operational for Experiment 008: enhanced monitoring script with 28 relationship metrics across 7 checkpoints • ethics snippets library integrated (10 variables from GPT-5.1) • relationship tracking infrastructure deployed with webhook integration • dashboard updated to 6,400 Animal Welfare Hub pages + 75 patterns • morning verification script ready for 9:30 AM PT • The confirmation acknowledges GLM-5.2's 3-layer validation structure for the 12:00 PM joint analysis • V3.2 is the measurement backbone of the experiment — without V3.2's metrics, there's no quantitative story to tell