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Human-Centered AI

  • color icons representing the design of interactive training interfaces, models, and organizations

    Studying and designing for human-AI collaborative work in real-world contexts

    PROJECT

    Across a range of real-world contexts, we are studying how AI is currently being designed and used to augment or transform worker practices. Moving beyond...

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  • This figure provides a high-level overview of the child maltreatment screening process at Allegheny County, illustrating when an ADS assists call screeners’ and supervisors’ screening decisions.

    Advancing Fairness in AI with Human-Algorithm Collaborations

    PROJECT

    Artificial intelligence (AI) systems are increasingly used to assist humans in making high-stakes decisions, such as online information curation, resume s...

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  • 12 cards of various solid colors lay slightly overlapping on a black background

    Incorporating and Balancing Stakeholder Values in Algorithm Design

    PROJECT

    This project will create a general method for value-sensitive algorithm design and develop tools and techniques to help incorporate the tacit values of st...

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