It is a limitation of a PWA. A native app (wrapper) will likely be coming though, and a custom Capacitor plugin could theoretically interface with the native API to switch out icons. Theoretically. No promises though :)
Quoting this comment by the dev
I’m didn’t say or imply either part of that, but I guess nice try on trying to put words in my mouth for some odd reason.