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Considerations for a More Ethical Approach to Data in AI: On Data Representation and Infrastructure

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Data shapes the development of Artificial Intelligence (AI) as we currently know it, and for many years centralized networking infrastructures have dominated both the sourcing and subsequent use of such data. Research suggests that centralized approaches resul... ...