This is very interesting. As late as 2008, Google said they don't use any machine learning in search. Everything was hand engineered with tons of heuristics. They said they didn't trust machine learning, and that it created bizarre failure cases.
http://anand.typepad.com/datawocky/2008/05/are-human-experts...