A human-centered approach to machine learning (HCML) involves designing ML machine learning & AI technology that prioritizes the needs and values of the people using it. This leads to AI that complements and enhances human capabilities, rather than replacing them. Research in the area of HCML includes the development of transparent and interpretable machine learning systems to help people feel safer using AI, as well as strategies for predicting and preventing potentially negative societal impacts of the technology. The human-centered approach to ML aligns with our focus on responsible AI…
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