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Explore the intersection of AI and shared prosperity in this thought-provoking seminar by Shakir Mohamed from DeepMind. Delve into the challenges of designing and deploying AI systems that promote equal distribution of benefits and risks across society. Examine a concrete case study on AI-powered organ damage detection in hospitals, highlighting the complex sociotechnical systems surrounding machine learning applications. Investigate the impact of colonial legacies and coloniality on AI development, and consider approaches to decolonial AI. Gain insights into queer fairness in AI and learn about initiatives like the AI and Shared Prosperity Initiative by the Partnership on AI and the Royal Society's programme on digital technologies for the planet. Discover how machine learning principles can be advanced to address applied questions in healthcare and climate while considering the broader societal implications of AI technologies.
