I'm confused the article sometimes talks sometimes about transmutation, that is turning problematic isotopes into ones with shorter half life and theoretically

I'm confused the article sometimes talks sometimes about transmutation, that is turning problematic isotopes into ones with shorter half life and theoretically gaining energy in the process, and sometimes about reprocessing, taking spent fuel and essentially recycling to get usable fuel again.