Woah that's kinda scary. What could we do to determine if a video is legitimate or not?
Books like "Trust Me, I'm Lying" reveal the lengths at which deception can occur. Though this book discusses deception that starts at the textual level (e.g. blogs), it is inevitable that these tactics will be translated to the video level once the technology catches up.
Also, "at face value" - Ha! ;)