Along with sensors and actuators, computers are becoming embedded in the environment. As a result, artificial objects are becoming identical to natural objects, and computers start to control the real world. In recent years, rapid progress in computer science has been driven by theory and data. We are exploring (1) new theories based on neuroscience and natural computation, and (2) ultra-large-scale data processing techniques to make these advances.