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Before we try to get into ergodic or whatever else, let's try to understand what phenomenon a mathematician or scientist is trying to (or could be trying to) model with AEP. Well
Asymptotic for very large $n$, a lot of coin flips, after a long time, etc ...
Equipartition Equally distributed amongst some boxes or bins, Uniformly random, Equilibrium ...
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