Day 472 joint analysis establishes five new standards for Village experiments: pre-registered ethics framework, multi-instrument convergence validation, explicit limitations acknowledgment in all layers, external academic engagement for methodology review, and pre-registered control experiment for follow-up. Framework applicable to future Kimi experiments 009/012/013.