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We prove the convergence in probability of Wilson loops under the Yang-Mills measure on any closed, orientable surface of genus larger than two, for large unitary or special unitary groups. Our approach revisits and refines recent arguments for average Wilson loops under the Atiyah-Bott-Goldman measure and for the Yang-Mills measure, using Koike-Schur-Weyl duality and Spin Networks.

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