Note that the videos are big (about 2GB each), and so may take a while before they play!
You can also right-click -> Save Video As, if you want to.
NOTE: For March 18 stream, you need to let it play about 10 seconds before the image comes in. This is due to how it was cut for upload. So don't panic if it starts on a black screen!