In general, downloading videos from YouTube is not supported. We are however currently testing an option with a small group of partners, giving them the ability to permit downloading of their videos downloads for free or for a small fee paid through Google Checkout. For more information, please visit our Blog and the following Help Center entry about partner video downloads.
update**: Not all the videos have this feature. Actually, this is the only video that has this feature.