SPECULATIVE OUTPUT — unvalidated rendering under a hypothesis that FAILED VALIDATION: the identical pipeline renders pseudo-Voynich, which encodes nothing, at least as well as it renders the manuscript (plan §7.4). This is model output, not a reading of the manuscript. The identical pipeline renders the grille pseudo-Voynich
control — a corpus that encodes nothing — at 75.1% of tokens against the manuscript's
61.1%. Read the Evidence tab before quoting anything below.