From the looks of the video and pictures, they are going with pretty thick walls, and lots of air pockets. The dirt itself might not be the best insulator, but

From the looks of the video and pictures, they are going with pretty thick walls, and lots of air pockets. The dirt itself might not be the best insulator, but I think the whole wall would do well.