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  1. Connecting ethics and epistemology of AI.Federica Russo, Eric Schliesser & Jean Wagemans - forthcoming - AI and Society:1-19.
    The need for fair and just AI is often related to the possibility of understanding AI itself, in other words, of turning an opaque box into a glass box, as inspectable as possible. Transparency and explainability, however, pertain to the technical domain and to philosophy of science, thus leaving the ethics and epistemology of AI largely disconnected. To remedy this, we propose an integrated approach premised on the idea that a glass-box epistemology should explicitly consider how to incorporate values and (...)
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  • Multiple Historic Trajectories Generate Multiplicity in the Concept of Validity.Yingying Han - 2024 - Perspectives on Science 32 (4):488-517.
    Although researchers agree on the importance of validity, they have not yet reached a consensus on what validity consists of. This article traces the historic trajectories of validity theory development in three research traditions: psychometrics, experiment in social settings, and animal models of psychiatric disorders, showing that the multiplicity in the concept of validity is shaped by its multiple historic trajectories and reflects the diversity of practices and concerns in different research traditions. I argue that specifying validity of what target (...)
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