Obviously Microsoft feels the need to claim back some market share the Nintendo Wii took away with a new controller type. Project Natal is utilizing a range of biometric sensors for body motion, face and voice recognition.
The video is more a vision than an actual feature presentation. But it is clear what the goals are.
Here is another Video from the demonstration that shows what is possible right now: