Augmented reality has potential on the desktop? It kind of depends on being able to move around and look at arbitrary things in arbitrary directions and places.
Also, enterprise AR ad placement, buying, and management software could be desktop software.
It's great to run the server on the powerful desktop, and use it to display an overall view of the world.