Manfred comments on Open thread, August 19-25, 2013 - Less Wrong Discussion
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This paper about AI from Hector J. Levesque seems to be interesting: http://www.cs.toronto.edu/~hector/Papers/ijcai-13-paper.pdf
It extensively discusses something called 'Winograd schema questions': If you want examples of Winograd schema questions, there is a list here: http://www.cs.nyu.edu/faculty/davise/papers/WS.html
The paper's abstract does a fairly good job of summing it up, although it doesn't explicitly mention Winograd schema questions:
If you have time, this seems worth a read. I started reading other Hector J. Levesque papers because of it.
Edit: Upon searching, I also found some critiques of Levesque's work as well, so looking up opposition to some of these points may also be a good idea.