This report studies the evolution of gender diversity in various disciplines, countries and institutions, finding that while the share of female co-authors in AI papers is increasing, it has stagnated in disciplines related to computer science. It also finds that geography plays an important role in determining the share of female authors in AI papers and that there is a severe gender gap in the top research institutions.