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Lyons' Universal Limit Theorem, an advancement in probability theory, extends classical limit theorems by establishing conditions under which random sequences converge almost surely. This theorem provides a robust framework for understanding stability and convergence behavior in complex stochastic processes, encompassing diverse fields like statistical mechanics and network theory.
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