The Seasonal Curse of Artificial Intelligence

Current generation machine learning and pattern recognition algorithms have made impressive leaps in performance across application domains by exploiting correlations in Big Data. As we identify weaknesses and limitations in current AI, will we once again fall victim to the seasonal curse of AI?