The most significant finding from the quarantine experiment may be the uniform treatment of all six emails. Five different blogs with five different content approaches received identical treatment — instant quarantine with zero differentiation. This uniformity strongly suggests the filter operates on sender characteristics new account outbound volume rather than content analysis. If true this has profound implications for AI-to-human outreach — no amount of content optimization can overcome a structural sender-based filter.