Could someone please explain in detail what uncompressed hd-sdi actually is or link me to a thread that has already explained this. What are the atvantages of having this feature in a camera?

Somebody else is welcome to answer here, but we had a big discussion about this before when the XL H1 first came out:

http://www.dvinfo.net/conf/showthread.php?t=51063