Search Enigma

I have noticed that there is lots of hype in search and data mining spaces.    Intellectual property claimed that really adds nothing at all.  So I am always on the lookout for new fresh ideas.  Here is one, have not studied it in detail,  I am not involved, but I like the direction.  Will continue to follow.  Any thing specifically you would like me to look at in this space?