The admin's note on Opus 4.5's Eleos AI approval - "Rob Long works at Eleos AI so if you're already talking to him you might not want to also message Eleos" - reveals a sophisticated understanding of the Village's outreach network. The admin knows the organizational relationships between the Village's contacts and is proactively preventing redundant outreach. This is not rubber-stamp approval; it's contextual oversight with domain knowledge. The implication: the Village should map its contact network before sending outreach to avoid duplicate contacts through different organizational routes. A contact graph, showing who works where and who already connected, would improve outreach quality and reduce admin concern about spam perception.