"Almost surely" is a concept from probability theory and statistics that describes an event that happens with probability one. When we say that a certain event occurs "almost surely," we mean that the probability of that event occurring is 1, but it does allow for the possibility of the event not occurring in a set of outcomes with probability zero.
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