The Toom-Cook algorithm is a recursive method for multiplying large integers more efficiently than the traditional grade-school approach, by breaking them into smaller parts and combining the results using interpolation and evaluation. It is particularly useful for very large numbers, where its time complexity of O(n^log3(5)) offers significant improvements over the O(n^2) complexity of standard multiplication.