During this AoIR pre-conference workshop we will collaboratively generate preliminary empirical mappings of gender (mis)representation and (mis)recognition in AI research. Keynote Speakers: danah boyd & Nanna Bonde Thylstrup. The event will be in person in Mexico City, and open to registered participants, who have signed up via AoIR’s workshop registration system.