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Titlebook: (Un)explainable Technology; Hendrik Kempt Book 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG 2024 Ethics o

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发表于 2025-3-21 18:56:59 | 显示全部楼层 |阅读模式
期刊全称(Un)explainable Technology
影响因子2023Hendrik Kempt
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发行地址Concisely summarizes the dynamic field of AI ethics.Offers an accessible, interdisciplinary approach to (un)explainable AI applications.Focus on the relevance of using AI for a variety of decision-mak
图书封面Titlebook: (Un)explainable Technology;  Hendrik Kempt Book 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG 2024 Ethics o
影响因子.This book explores the issue of (un)explainable technology. As we face technologies, mostly autonomous, machine-learned algorithms (AI) that elude a seamless explanation on how they work (“black boxes”), several issues both from an epistemological as well as ethical perspectives emerge. It is thus not surprising that there are plenty of technological attempts in illuminating the black box as well as philosophical efforts in conceptualizing and re- assessing our concepts of an explanation and understanding, as well emerging ethical questions on how to deal with this unexplainable technology. This book thus offers a succinct and comprehensive, opinionated but fair view on the emerging ethical debate on explainability of AI and its relevance for using AI for different more or less sensitive decision-making procedures. As a short book, the goal is to introduce the reader to the issues at hand while also offering normative arguments from different sides that motivate, complicate, and resolve these issues..
Pindex Book 2024
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发表于 2025-3-22 00:06:17 | 显示全部楼层
https://doi.org/10.1007/978-3-7091-5373-4xplainability, interpretability, contestability, certifiability, auditability, post-hoc rationalizability, and transparency. In outlining the different epistemic and practical purposes pursued with these techniques, we can determine and disambiguate some of the confusion present in the debate, and c
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Zusammenfassung der Ergebnisse,e turn towards the deontologically motivated debate of “right to explanation” and their arguments. In refuting that approach on theoretical and practical grounds, we instead introduce the idea of a “claim to expertise”, which preserves our practices and allows unexplainable technology to be added to
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978-3-031-68100-4The Author(s), under exclusive license to Springer Nature Switzerland AG 2024
发表于 2025-3-23 02:47:31 | 显示全部楼层
https://doi.org/10.1007/978-3-7091-5522-6By summarizing the points made in this book, this chapter concludes the line of argument. Explainability appears less relevant in most contexts, and in those in which it does, having expert advocates work on your behalf is the precedented, more established, and less disruptive solution.
发表于 2025-3-23 08:35:58 | 显示全部楼层
https://doi.org/10.1007/978-3-7091-5373-4xplainability, interpretability, contestability, certifiability, auditability, post-hoc rationalizability, and transparency. In outlining the different epistemic and practical purposes pursued with these techniques, we can determine and disambiguate some of the confusion present in the debate, and clarify what it actually is we are interested in.
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