The real challenge with spent fuel management is the presence of those transuranics - plutonium, americium, curium - because they have moderate half- lives and they have complicated decay chains.
That's what happens when the uranium absorbs the neutron and doesn't fission, and turns into plutonium, americium and curium and few other, most of it is plutonium.