The Cayley-Dickson construction is a recursive algebraic process used to generate a sequence of higher-dimensional number systems, starting from the real numbers and progressing through complex numbers, quaternions, and octonions, each doubling the dimension of the previous system. This construction allows for the exploration of non-associative algebras and is fundamental in understanding the properties and limitations of hypercomplex numbers.