Understanding how social inequalities are embedded in data and decision-making is essential for creating equitable AI — Introduction Artificial intelligence is rapidly transforming our world, but to fulfill its potential to benefit all of humanity, we must ensure it creates technology upholding principles of inclusion, diversity, and fairness. As valued as technical competence undoubtedly is, incorporating sociological guidance is equally important for developing AI responsibly.