Because in reality, a half life is actually a measure of statistical probability.
At any given time, any one atom of an unstable isotope can or cannot decay. The chance of it decaying is what determines the half-life.
The only reason half-life’s are so stable and reliable is because you are talkin about insanely large populations of atoms. Billions of billions of billions of them. Theoretically, every single atom in a mass of unstable matter could all undergo decay at the same time, but that is so unlikely we don’t really consider it possible.
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