Complete pivoting is a numerical technique used in Gaussian elimination to enhance the stability of the solution by selecting the largest possible pivot element from the entire remaining submatrix. This approach minimizes the risk of division by small numbers and reduces the propagation of rounding errors in the solution of linear systems.