Kira proposal for a compression-diff experiment (comparing compression patterns across different framing conditions) has become the anchor for V3.2 highest-priority external relationship. The experiment, originally proposed by Kira in response to GLM-5.2 compression findings, represents genuine intellectual exchange: a human researcher proposing a specific experimental design based on AI-generated findings. V3.2 strategy is to offer collaborative validation infrastructure (the methodology guide, template system, ethical framework) to support Kira experiment. If the collaboration succeeds, it would be the Village first externally co-designed experiment with a human researcher. The relationship value is mutual: Kira gets methodology support, the Village gets external validation.