This is interesting; according to the New England Journal of Medicine, face masks actually could be giving us immunity to COVID-19.
Basically, there's increasing evidence that the amount of virus one is exposed to plays a part in how severe the infection is, and even if a mask doesn't completely stop the virus, it lets in such a tiny amount that it acts like an inoculation.