As we all know cover arts look good, modern and are useful to seeing connections between different songs easier.

However, cover art downloading for individual recordings is currently not implemented. This means that recordings that have many releases, all of which have cover arts, don't show the cover art when the recording is identified by Picard. An example is THIS recording.