We study products of functions evaluated at self-adjoint polynomials in deterministic matrices and independent Wigner matrices; we compute the deterministic approximations of such products and control the fluctuations. We focus on minimizing the assumption of smoothness on those functions while optimizing the error term with respect to , the size of the matrices. As an application, we build on the idea that the long-time Heisenberg evolution associated to Wigner matrices generates asymptotic freeness as first shown in . More precisely given a self-adjoint non-commutative polynomial and a -tuple of independent Wigner matrices, we prove that the quantum evolution associated to the operator yields asymptotic freeness for large times.

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