Afaik it’s not permanent.

jonathan frakes telling you you’re wrong for 47 seconds

Argyria worsens and builds up as exposure to silver continues, and does not resolve once exposure stops because the silver atoms cannot be removed from the skin and other tissues.

https://en.wikipedia.org/wiki/Argyria#Pathophysiology