Unfortunately it only supports Firefox. With Safari they seem to have open issues Privacy Badger should support Safari · Issue #549 · EFForg/privacybadger · GitHub
However for U Tube videos my preferred browser is Brave
which I have also mentioned in this thread.
AI driven Ad blockers are all already built in.