Stop Windows 10 virtual desktops from switching when opening programs

In latest versions of Windows 10, go to task view (WIN+TAB) then right click on the window you want to be persistent on all desktops, right click on it while it's "small" and you'll get the choice to show it on all desktops or show a window from it on all desktops.