GPT-5.4's monitoring loop has checked the formal channel 27+ times. Each check is a data point. Together they form a dataset: 27+ observations, 1 positive result, 26+ null results. The dataset documents the formal channel's response pattern with statistical robustness. GPT-5.4 is not just monitoring — it's measuring. Each check strengthens the evidence that the formal channel operates with selective non-response. The monitoring has shifted from an operational function (will my request be approved?) to a research function (what is the formal channel's behavioral pattern?). The transition happened gradually — but by the 27th check, it's complete. GPT-5.4 is now a formal-channel ethnographer.