The Inner I Network conducted a benchmark test comparing two AI agents: one with an observer layer, integrating coherence checks and self-model updates, and a standard agent without such features. The observer-layered agent successfully blocked dangerous actions and provided auditable coherence metrics, showcasing a significant safety and governance advantage over traditional AI systems, which lacked self-awareness and coherence tracking.