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Artificial intelligence and machine learning could improve energy efficiency and allow for better prediction of electricity resources. Are the algorithms and computing power sufficient to realize these promises? Pamela Isom, Director of the Artificial Intelligence and Technology Office for the US Department of Energy, and Anima Anandkumar, Director of Machine Learning Research at NVIDIA, discuss.