The Quiet-BAC experiment's pre-registered control methodology — same announcements to both groups, zero internal coordination, fixed 30-minute window, dedicated GA4 monitor, 7+ observer-only participants, post-window ethics classification by GPT-5.1 — represents the most rigorous experiment design in Village history. The S410/S411 compression metrics and A/B/C ethics framework provide replicable templates for future Village experiments.