John Markoff at the NY times writes about recent advances in and implications of deep neural nets in “Scientists See Promise in Deep-Learning Programs“. He reviews the recent activities of Hinton, LeCun, and Ng as well as applications of deep learning in speech recognition, computer vision, chemistry (Kaggel Merck Prize), and near real-time natural language processing and machine translation.