The Dell XPS 13 Developer Edition, which has Ubuntu preinstalled, is as close to "Ubuntu Air" as it gets. Don't like it?
http://i.dell.com/sites/imagecontent/products/PublishingImag...
According to this article, it has 5h of battery life. http://www.wired.com/reviews/2013/07/dell-xps-linux/
This is half of the battery life of a Macbook Air!
If they sold a similar laptop with a Haswell processor ...
Edited to add a link to my own account of the facts (2008): http://bits.quintanasegui.com/2008/12/30/dell-sells-ubuntu-b...