Lest you think this is the beginning of the end of human civilization and we should start bowing to our computer overlords, you should know one thing:

Watson kept crashing during the taping of Jeopardy.  We just don't see that part because it was edited out.  But the taping actually lasted four hours because Watson kept crashing.