But arbitration didn't fail here. He never tried it in the first place.
If he made one pledge, and then never used or logged into kickstarter and agreed to a new TOS then he would have a case.
I can imagine that if they tried to get a refund somewhat close to the change, a judge could be convinced to allow the refund under the old ToS.