Whose Ground Truth? Embracing Ambiguity in Human-Centered AI

As AI systems increasingly interact with people and make decisions about them, understanding human interpretations becomes an important part of developing human-centered AI. Conventional machine learning and AI systems are largely developed under the assumption that a single…

Jingyao Wu, Mohammad Tariqul Islam, Per R{\aa}dberg Nagb{\o}l, Julie Gerlings, Giovanni Leoni, Georgiana Fryza, Lars Pilegaard Thomsen, Jakob Mainz·arXiv — cs.AI

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Key Takeaways

01.As AI systems increasingly interact with people and make decisions about them, understanding human interpretations becomes an important part of developing human-centered AI
02.Conventional machine learning and AI systems are largely developed under the assumption that a single…

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