Denote by the maximal entropy measure for the shift acting on , by the associated Ruelle operator and by the Koopman operator, both acting on . Using a diagonal representation , the Ruelle-Koopman pair can be used for defining a dynamical Dirac operator as in \cite{BL}. plays the role of a derivative. In \cite{lpspec}, the notion of a spectral triple was generalized to -operator algebras; in consonance, here, we generalize results for to results for a Dirac operator , and the associated Connes distance , to this new context, . Given the states : . The operator acts on We explore the relationship of with dynamics, in particular with , the discrete-time derivative of a continuous . Take satisfying . We show for any continuous function : , where . Furthermore, we show for all . We also prove a formula analogous to the Kantorovich duality formula for minimizing the cost of tensor products.

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