While LED lights have certainly allowed for new applications, that article is nearly 10 years old and the future predicted has not come to pass. There has been no wave of LED-encrusted buildings. The roads don't glow. My bookshelves and whatnot don't either.
If LEDs deliver a 10x improvement in energy use, we'll have to use 10x as much light to offset the energy gains. How likely is that?