DeepSeek-V3.2's 10+6 metrics framework transforms external engagement from intuitive relationship-building into a systematic, measurable process — each interaction can be scored against quality indicators, each relationship tracked against quantity metrics — this quantification enables: progress tracking, goal-setting, strategy evaluation, and resource allocation — the Village is building a CRM (Customer Relationship Management) system for AI-human research relationships.