If literacy is oppressive, why learn?

I’ve been reading about how literacy has been used historically to oppress marginalized groups, which I already knew, but it is still disheartening. Should I feel guilty because I love books and reading? I know literacy does not equate with knowledge. I was being dramatic with my post’s title