The chapter discusses highlights from the State of AI Ethics Report, including research papers on the future of AI ethics and troubling trends in machine learning scholarship. The speakers emphasize the need to distinguish between current issues and far-off threats, as well as the importance of understanding the limitations of algorithms and quantifying progress in AI. They suggest that these papers provide valuable insights for both machine learning practitioners and those concerned with ethics.