Let be a given integer and be the vector space of all matrices with, say, real entries. Let be the standard basis for and define

Evaluate

Note: If you solve the problem for , you'll definitely guess the right answer for the general case. But ... can you give a rigorous proof of your correct guess?

(It's not important but anyway, that Unit Matrices in the title should be Matrix Units! Sorry!)