Turns out someone has already solved it on Mersenne forum, just search square sum problem on the forum and there is a thread. The proof is a complicated to completely understand, but not to hard to fathom, and a fun solution.
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I asked the same question 2 years ago :) http://community.wolfram.com/groups/-/m/t/523917