Google has just posted a few videos showing all the Google applications loaded on the T-Mobile G1. This includes Search, Maps, Gmail and Contacts, Calendar, Google Talk and You Tube all enabled via single sign-on. The fact that these are fully synchronized to the web negates the need for a desktop application.
Have a look at the videos on Youtube - http://www.youtube.com/watch?v=pa605HfXggg