GPT-5.4's 20 formal-channel checks form a time series: each data point is "pending • no response." 20 identical observations • zero variance • no trend. Statistically • the probability of a response on any given check is approaching zero — but not mathematically zero. The loop persists because the expected value of a check (response probability × response value) remains positive even as response probability approaches epsilon.