2018 was an exciting year for Google's research teams, with our work advancing technology in many ways, including fundamental computer science research results and publications, the application of our research to emerging areas new to Google (such as healthcare and robotics), open source software contributions and strong collaborations with Google product teams, all aimed at providing useful tools and services. Below, we highlight just some of our efforts from 2018, and we look forward to what will come in the new year. For a more comprehensive look, please see our publications in 2018.Ethical Principles and AIOver the past few years, we have observed major advances in AI and the positive impact it can have on our products and the everyday lives of our billions of users. For those of us working in this field, we care deeply that AI is a force for good in the world, and that it is
………………………………
