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How we measure a tic
The pipeline: 10 fixed essays, 6 genres, a judge model, and a human spot-check. What counts and what does not.
ciopinno1 min read - patternsanalysismethodology
The “it’s not X, it’s Y” reframe, quantified
We tagged 4,000 sentences. The reframe shows up once every 340 words of model output — and almost never in human drafts.
ciopinno1 min read