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Race and gender

Study reveals AI chatbots can detect race, but racial bias reduces response empathy

Researchers at MIT, NYU, and UCLA develop an approach to help evaluate whether large language models like GPT-4 are equitable enough to be clinically viable for mental health support.

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A data designer driven to collaborate with communities

Associate Professor Catherine D’Ignazio thinks carefully about how we acquire and display data — and why we lack it for many things.

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Improving health, one machine learning system at a time

Marzyeh Ghassemi works to ensure health-care models are trained to be robust and fair.

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