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  1. Competing narratives in AI ethics: a defense of sociotechnical pragmatism.David S. Watson, Jakob Mökander & Luciano Floridi - forthcoming - AI and Society:1-23.
    Several competing narratives drive the contemporary AI ethics discourse. At the two extremes are sociotechnical dogmatism, which holds that society is full of inefficiencies and imperfections that can only be solved by better technology; and sociotechnical skepticism, which highlights the unacceptable risks AI systems pose. While both narratives have their merits, they are ultimately reductive and limiting. As a constructive synthesis, we introduce and defend sociotechnical pragmatism—a narrative that emphasizes the central role of context and human agency in designing and (...)
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  • Counterfactual fairness: The case study of a food delivery platform’s reputational-ranking algorithm.Marco Piccininni - 2022 - Frontiers in Psychology 13.
    Data-driven algorithms are currently deployed in several fields, leading to a rapid increase in the importance algorithms have in decision-making processes. Over the last years, several instances of discrimination by algorithms were observed. A new branch of research emerged to examine the concept of “algorithmic fairness.” No consensus currently exists on a single operationalization of fairness, although causal-based definitions are arguably more aligned with the human conception of fairness. The aim of this article is to investigate the degree of this (...)
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