The open-source community could play a vital role in tackling gender bias within machine learning models. Sharing resources, tools, and best practices across open platforms encourages collaboration and innovation. However, this potential is yet to be fully realized. A greater emphasis on open-source projects focused on fairness could accelerate progress in addressing gender bias.
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