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This lecture covers strategies to avoid implicit bias in faculty hiring, including the impact of blind auditions, defining selection criteria, using evaluation clusters, and writing recommendation letters. It also discusses the importance of monitoring discussions, conducting fair interviews, and implementing strategic measures to promote gender diversity.