The Problems with Proxies: Making Data Work Visible through Requester Practices

Annabel Rothschild, Ding Wang, Niveditha Jayakumar Vilvanathan +3

Fairness in AI and ML systems is increasingly linked to the proper treatment and recognition of data workers involved in training dataset development. Yet, those who collect and an…