101 research outputs found

    Care to explain?:A critical epistemic in/justice based analysis of legal explanation obligations and ideals for ‘AI’-infused times

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    Fundamental legal explanation rights are seen to be in peril because of the use of inscru-table computational methods in decision making across important domains such as health care, welfare, and the judiciary. New technology-oriented explanation rules are created in response to this. As part of such rules, human explainers are tasked with re-humanizing the automated decisional processes. By providing their explainees with meaningful information, explainers are expected to help protect these decision subjects from AI-related harms such as wrongful discrimination, and to sustain their ability to participate in decision making about them in responsible ways.De Groot questions the merits, and the ideas behind these legislative approaches. Harms that are typically ascribed to the use of algorithms and modern ‘AI’ are not so different in character from harms that existed long before the ‘digital revolution.’ If explanation rights have a role to play as a tool against what De Groot describes as knowledge related wrong-doing, law has something to answer for since its explanation rules have thus far underserved those in less privileged societal positions; before and after decisions were automated.To conduct this critical questioning this thesis approaches explanation as a form of knowledge making. It builds a ‘re-idealized’ model of explanation duties based on val-ues described in the philosophical fields of epistemic justice and injustice. Starting from critical insights with regard to responsibly informed interaction in situations of social-informational inequality, the model relates duties of explanation care to different phases of an explanation cycle. The model is then applied in an analysis of the main explanation rules for administrative and medical decision making in The Netherlands. In ‘technology and regulation’ discus-sions, both domains are appealed to as benchmarks for the dignified treatment of ex-plainees. The analysis however teases out how the paradigms ignore important dimen-sions of decision making, and how explainers are not instructed to engage with explain-ees in ways that allow to fundamentally respect them as knowers and rights holders. By generating conceptual criticism and making practical, detailed points, the thesis demon-strates work that can be done to improve explanation regulation moving forward.<br/

    An Anthropology of Intellectual Exchange: Interactions, Transactions and Ethics in Asia and Beyond

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    Dialogues, encounters and interactions through which particular ways of knowing, understanding and thinking about the world are forged lie at the centre of anthropology. Such ‘intellectual exchange’ is also central to anthropologists’ own professional practice: from their interactions with research participants and modes of pedagogy to their engagements with each other and scholars from adjacent disciplines. This collection of essays explores how such processes might best be studied cross-culturally. Foregrounding the diverse interactions, ethical reasoning, and intellectual lives of people from across the continent of Asia, the volume develops an anthropology of intellectual exchange itself

    Exploring Written Artefacts

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    This collection, presented to Michael Friedrich in honour of his academic career at of the Centre for the Study of Manuscript Cultures, traces key concepts that scholars associated with the Centre have developed and refined for the systematic study of manuscript cultures. At the same time, the contributions showcase the possibilities of expanding the traditional subject of ‘manuscripts’ to the larger perspective of ‘written artefacts’

    Engineering Agile Big-Data Systems

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    To be effective, data-intensive systems require extensive ongoing customisation to reflect changing user requirements, organisational policies, and the structure and interpretation of the data they hold. Manual customisation is expensive, time-consuming, and error-prone. In large complex systems, the value of the data can be such that exhaustive testing is necessary before any new feature can be added to the existing design. In most cases, the precise details of requirements, policies and data will change during the lifetime of the system, forcing a choice between expensive modification and continued operation with an inefficient design.Engineering Agile Big-Data Systems outlines an approach to dealing with these problems in software and data engineering, describing a methodology for aligning these processes throughout product lifecycles. It discusses tools which can be used to achieve these goals, and, in a number of case studies, shows how the tools and methodology have been used to improve a variety of academic and business systems

    Data justice and the right to the city

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    Perspectives on the Self

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    Modernity is the era of the self-made person: the moderns create themselves by self-reflexivity and make their world – society – in their own image. That the social world is reflexive means that its dynamics become independent of its constructors. It is not made of individuals but of a non-subjective communication. The volume analyzes this double reflexivity from an interdisciplinary perspective, focusing both on individual and social narratives
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