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Lotfi Elaachack

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#artificial intelligence Preprint Sep 2026

Semantic Fibers and Cross-Gram Interference: A Calculus of Safety Drift in Overcomplete Representations

An intrinsic calibrated exposure measure is introduced, governed by the leverage duality $\chi^2=1/\ell-1$, which separates observed drift into three diagnostically distinct regimes: a reader fault removable by recalibration, an exact correction that is too ill-conditioned to be reliable, and a representation-level col...

Mohammed Ahnouch, Lotfi Elaachack · 0 citations

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