You just need to open the embedded video in YouTube, there should be a context menu on most devices you are viewing the website in (on my iPhone I just hold down on the embedded video and it comes up with a menu and i select open in YouTube) and then you can select to download it.
Nope, not on my desktop. Won't allow download. I don't have a youtube account.