Atheist Debates: But that's the Old Testament!

When pointing out potential problems with the Bible, one of the more common responses is, "But that's the OLD Testament". So, what does this mean? What exactly are they saying? Do they really know that they're admitting a problem and then trying to solve it...and failing?
View video at: http://ift.tt/1JxlWpv