I'm not sure why this is news. Everyone has known about CPU supply problems for a while now so anything relying on those processors are going to be delayed as well.
Argonne and Energy Department officials remain committed to the project and “are in discussions with Intel to update the delivery plan for Aurora,” the Argonne lab said in a statement.