In many cases disposing of it isn't really a good idea as we can reuse the fuel in the future.

Thus spake the fossil fuel lobby.

please spare us from this nonsense. Waste can be stored in facilities like Onkalo just like we do for many others type of waste, for example in Herfa Neurode