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Lifecycle Simulation (LS) models are algorithmic frameworks used to predict, simulate, and optimize student learning trajectories over long periods. Unlike static curricula, an LS-driven "Future School" utilizes real-time data inputs to adjust the pace, style, and content of delivery for individual students. Core Pillars of the LS Educational Model

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