The Cauchy criterion provides a necessary and sufficient condition for the convergence of a sequence or series, stating that a sequence converges if and only if for every positive epsilon, there exists an integer N such that the absolute difference between any two terms beyond the Nth term is less than epsilon. This criterion is particularly useful in spaces where limits are not easily defined, as it relies solely on the properties of the sequence itself rather than its limit.