We discuss recent results on the exact moments of entanglement entropies (including von Neumann entropy and quantum purity) over different models of different generic states as random matrix models. Main ingredients of the computation are classical and modern orthogonal polynomial systems and the observed anomaly cancellation phenomena.

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