Machine and deep learning applications are taking our field by storm. Learn more about specific aspects that you should know about when reading and/or writing machine learning or deep learning papers. This talk covers existing reporting guidelines for AI papers and describes specific issues that should be considered by both readers and writers to ensure the development of robust and repeatable research.