The contents are not purely random. For example, I can predict with 100% certainty that any given byte in the file is not the value zero (ASCII NUL).
Try compressing the output of /dev/urandom on your nearest convenient UNIX-like system. If you figure out a way to reliably and significantly compress that, please report back.