This is the same question people asked when SD->HD.
As mentioned, sometimes it looks better, sometimes it doesn't. Sometimes it's able to up-sample and helps with the image but not always, and even worse.
Am in the school of never buy anything 1st-generation (like HDMI), let them work out the bugs first, it's gonna be years before (if any honestly IMO) 4k contents will be widely available.