HTML5 basically is a combination of new HTML tags, Cascading Style Sheets and Javascript. Using it will reduce the reliance on browser plug-ins such as the Flash player.
You won't be able to view Flash videos in HTML5. The video type supported seems to be MPEG-4/H.264.
You would still need the Flash player to playback Flash video.