import OAI.Computability.UniqueGames.Inverse.KMSAnalyticHybridEnergyLemmas import OAI.Computability.UniqueGames.Inverse.ShortcodeFromGrassmannLemmas namespace OAI section /-! The Grassmann theorem, chart retention, zero-factor correction, output-fiber extraction, and affine row/column slice construction yield the unconditional affine matrix inverse theorem. -/ namespace UniqueGamesTheorem.Inverse.ShortcodeTheorem noncomputable section /-- Full-factor sampling includes zero. The conclusion retains an affine intercept and applies to arbitrary matrix labelings without a folding premise. -/ theorem inversePrinciple : Shortcode.InversePrinciple := ShortcodeFromGrassmann.inversePrinciple_of_expansion KMSExpansion.kms_expansion end end UniqueGamesTheorem.Inverse.ShortcodeTheorem end end OAI