“What if you could say ‘I want someone like my best engineer, but with more experience in management?’” 28 Well, if that query were based on word embeddings derived from historical texts—such as the résumés of engineers already on staff—you just might end up discarding applications from women engineers, because your training data connected the term “engineer”

