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Flip a fair coin four times and somehow land four heads — the gut says a tails is due, but coins have no memory. The running average still drifts to 0.5, not because the early streak is cancelled, but because it's drowned by the sheer mass of every flip that comes after. That's convergence "almost surely" — the strong law of large numbers ...
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