Titlebook: Ethics, Governance, and Policies in Artificial Intelligence; Luciano Floridi Book 2021 The Editor(s) (if applicable) and The Author(s), un

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描述

The Chinese Approach to Artificial Intelligence: An Analysis of Policy, Ethics, and Regulation,ntelligence Development Plan’ (新一代人工智能發(fā)展規(guī)劃). This strategy outlined China’s aims to become a world leader in AI by 2030, to monetise AI into a trillion-yuan ($150?billion) industry, and to emerge as the driving force in defining ethical norms and standards for AI. Several reports have analysed speci

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The Ethics of Algorithms: Key Problems and Solutions,arning algorithms, new ethical problems and solutions relating to their ubiquitous use in society have been proposed. This article builds on a review of the ethics of algorithms published in 2016 (Mittelstadt et al. Big Data Soc 3(2). ., 2016). The golas are to contribute to the debate on the identi

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Original

From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to bernetics: or control and communication in the animal and the machine, MIT Press, New York, 1961). However, in recent years symbolic AI has been complemented and sometimes replaced by (Deep) Neural Networks and Machine Learning (ML) techniques. This has vastly increased its potential utility and imp

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The Explanation Game: A Formal Framework for Interpretable Machine Learning,heory, we design an idealised . in which players collaborate to find the best explanation(s) for a given algorithmic prediction. Through an iterative procedure of questions and answers, the players establish a three-dimensional Pareto frontier that describes the optimal trade-offs between explanator

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