Android O is rumored to feature a whole host of new features, including updated app icons and increased Google Assistant integration. More details will be revealed during Google's I/O Developer Conference in May.
http://www.notebookcheck.net/Android-O-rumored-to-have-improved-notifications-picture-in-picture-mode-and-other-features.207372.0.html