Uncountable infinity refers to a type of infinity that is larger than countable infinity, exemplified by the set of real numbers which cannot be put into a one-to-one correspondence with the natural numbers. This concept highlights the existence of different sizes of infinity, revealing the profound complexity within the mathematical understanding of infinite sets.