After KitKat, changing compileSdkVersion to "Google Inc.:Glass Development Kit Preview:19" worked for me. Note: I also had to restart Android Studio after installing the GDK Preview from it's built in SDK Manager. The GDK Preview wasn't recognized by Android Studio until I restarted.