AI's Nemesis: Winograd Challenge and Video Storytelling
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Some of the biggest challenge problems for AI where humans do much better: (1) Winograd Schema Challange (humans: 90%, AI: 60%) (2) Generating a story from given video. Hinton had mentioned he would be very impressed if and when these are solved.