Progress in AI
Last year, the Electronic Frontier Foundation launched a project to track progress in the field of AI called the EFF AI Progress Measurement. This is an open source effort to document progress made in AI and open challenges faced by the community. Their research does a nice job summarizing progress made in various tasks such as computer vision and chess playing. It is deeply linked to the research papers relevant and the performance of each.