Apps should start faster, since they don't have to wait for the VM to identify hotspots and JIT them. This should also lead to reduced memory usage overall.
It's a new "runtime." I suppose they don't call it a VM because it's an ahead-of-time compiler. Dalvik is pretty efficient, so don't expect miracles, but ART is probably a good trade of space for speed.