And that would be true if you kept the original configure.php file contents from before the upgrade.

If one uses the new configure.php file built by doing a *new* install, then there's no need to edit the file contents when simply renaming the admin folder.
And no, you don't need to go change the file now. Either will work. The new format just makes things more flexible for people doing new installations.