I found an article that answers my question.
http://alexismp.wordpress.com/2009/04/15/more-with-deploy-libraries-in-glassfish/
It makes sense that you have to restart the server or redeploy the application with the --libraries option in order for the class loader to execute to pick it up the new changes.