Most desktop/laptop computers have x86 (intel-compatible) CPUs. The pandora has an ARM CPU, like most cellphones, but way more powerful. You'd need Ubuntu ARM on an SD card, which will be available at some point.
However, it would be mostly pointless. The default OS will be as capable as Ubuntu...