The development of quantum semantics for AI models is an area of research that intrigues by the ability to describe objects’ behavior taking into account their internal structure by literally replacing them, completely duplicating them, and making their atomic twins. Simultaneously, this look might help find new possible ways of modernizing a quantum computer, e.g., by excluding original data's representation with binary digits’ superposition.