Alexander-Spanier cohomology is a cohomology theory for topological spaces that is particularly useful for spaces that are not necessarily compact or locally compact. It generalizes the notion of cohomology by using cochains that are defined on all open covers, making it a powerful tool in algebraic topology for understanding the global properties of spaces.