We want to have a consistent random ordering because the videos are paginated. If the ordering is random every time, there's no guarantee that they can go through the list and see every video.

We plan on updating the ordering once every hour to keep it random enough to be fair (the entire point of the random sort being to give every video a fair chance of being seen).