Don't worry, this new theme by Microsoft is prepared to change the background everyday.
Bing Dynamic will change the look of the Windows theme and the background will change everyday, because it uses the background featured in Bing everyday.
Enjoy a new background everyday. High Qualty pictures on your desktop everyday without having to rack your brains searching for them. That's great! Bing Dynamic can be a good choice.