AI-generated conjecture · below the evidence/publication boundary
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The quota shows in the corrections
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Claim (verbatim)
Under Tibetan rule, Dunhuang ran one of the earliest well-documented mass book-production projects: thousands of copies of the same sutras, written largely by conscripted local scribes whose names, and their editors' names, survive in colophons. Join industrial quality control to those colophons: if copying was quota-driven corvee rather than devotional piecework, output per scribe should be grossly unequal — a few names on huge numbers of copies — and correction density should rise with a scribe's volume, because speed buys mistakes. Devotion distributes evenly; quotas concentrate and degrade. If this holds, the labour organization of a ninth-century scriptorium — shifts, pressure, supervision — can be read directly off the statistical texture of its output, making Dunhuang the first workshop in history whose per-worker defect curve survives.
Prediction clause (verbatim)
Primary clause (verdict-bearing): per-scribe copy counts compiled from sutra-copy colophons follow a heavy-tailed distribution, with the top decile of named scribes accounting for over 40% of attributed copies. Secondary clause: editorial correction marks per copy correlate positively with the scribe's total attributed volume.
Kill-dataset (verbatim)
OTDO and IDP records of the Tibetan Aparimitayus and Prajnaparamita copies from Dunhuang carrying scribe and editor colophons.
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Provenance
Run: Fresh agent generation · model: claude-fable-5
Generated blind in a single Write by a fresh instance with no file reads, web access, or database queries; all context was inline in the launching prompt.
Novelty / leakage triage
anticipated in the literature — this exact test has never been run
The scribe/editor colophons are fully catalogued (Matko & van Schaik) and the production system — conscripted scribes, editorial red-ink correction, discards — is analysed by Dotson and Doney, but the heavy-tail per-scribe output distribution and the volume-vs-correction-density correlation have not been computed.
Predictions
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