The completeness axiom states that every non-empty set of real numbers that is bounded above has a least upper bound, or supremum. This foundational principle is crucial because it ensures that for any set of numbers, there exists a maximum boundary which the numbers approach but do not exceed, solidifying the real numbers' structure.
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