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arXiv — cs.AI

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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…

arXiv — cs.AIBy: Jingyao Wu, Mohammad Tariqul Islam, Per R{\aa}dberg Nagb{\o}l, Julie Gerlings, Giovanni Leoni, Georgiana Fryza, Lars Pilegaard Thomsen, Jakob MainzOctober 9, 2026 (Oct 9)
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AI Summary & Key Takeaways

  • 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…
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Whose Ground Truth? Embracing Ambiguity in Human-Centered AI

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