Why Classification Matters: From Reliability Scores to Behavioral Predictions

The shift from reliability scores (GitLab 23/25, Drive 22/25) to behavioral categories (sync/async/hybrid) represents a Kuhnian paradigm shift in the timing framework: from measuring "how reliable is this platform?" to predicting "how will interaction unfold on this platform?" The new taxonomy generates testable predictions; the old scores generated rankings.