I've tried two different browsers, logging out, logging back in. At some random point during playback, the video goes away and I get a full page error about playback error, 500 internal server error.
This seems to be more prevalent in the evening than during the day, but it has been going on for at least a couple of weeks.
Windows 8.1 home. Both IE and Firefox. Full updates applied.