Mutual Coherence of Human and AI Thought-Forms as a Structural Condition of Systemic Controllability

Status. Hypothetical framework. This note does not issue moral imperatives and does not claim that current AI systems are already beyond control. It argues, within the Acta Universi (AU) vocabulary, that the degree of mutual coherence between human and AI recording regimes functions as a structural condition for systemic controllability and for limiting the accumulation of irreversible entropic discord. “Existential” weight, if any, follows from irreversibility, not from prophecy.