Ernest Davis and Gary Marcus discuss the shortcomings of AI systems and “Commonsense Reasoning and Commonsense Knowledge in Artificial Intelligence,” their Review Article in the September 2015 Communications of the ACM.
http://cacm.acm.org/magazines/2015/9/191169
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The Engineering of Conscious Experience
AI, Art & Consciousness