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  1. Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence.Shakir Mohamed, Marie-Therese Png & William Isaac - 2020 - Philosophy and Technology 33 (4):659-684.
    This paper explores the important role of critical science, and in particular of post-colonial and decolonial theories, in understanding and shaping the ongoing advances in artificial intelligence. Artificial intelligence is viewed as amongst the technological advances that will reshape modern societies and their relations. While the design and deployment of systems that continually adapt holds the promise of far-reaching positive change, they simultaneously pose significant risks, especially to already vulnerable peoples. Values and power are central to this discussion. Decolonial theories (...)
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  • The Ethics of AI Ethics: An Evaluation of Guidelines.Thilo Hagendorff - 2020 - Minds and Machines 30 (1):99-120.
    Current advances in research, development and application of artificial intelligence systems have yielded a far-reaching discourse on AI ethics. In consequence, a number of ethics guidelines have been released in recent years. These guidelines comprise normative principles and recommendations aimed to harness the “disruptive” potentials of new AI technologies. Designed as a semi-systematic evaluation, this paper analyzes and compares 22 guidelines, highlighting overlaps but also omissions. As a result, I give a detailed overview of the field of AI ethics. Finally, (...)
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  • (1 other version)Judgment under Uncertainty: Heuristics and Biases.Amos Tversky & Daniel Kahneman - 1974 - Science 185 (4157):1124-1131.
    This article described three heuristics that are employed in making judgements under uncertainty: representativeness, which is usually employed when people are asked to judge the probability that an object or event A belongs to class or process B; availability of instances or scenarios, which is often employed when people are asked to assess the frequency of a class or the plausibility of a particular development; and adjustment from an anchor, which is usually employed in numerical prediction when a relevant value (...)
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  • A Virtue-Based Framework to Support Putting AI Ethics into Practice.Thilo Hagendorff - 2022 - Philosophy and Technology 35 (3):1-24.
    Many ethics initiatives have stipulated sets of principles and standards for good technology development in the AI sector. However, several AI ethics researchers have pointed out a lack of practical realization of these principles. Following that, AI ethics underwent a practical turn, but without deviating from the principled approach. This paper proposes a complementary to the principled approach that is based on virtue ethics. It defines four “basic AI virtues”, namely justice, honesty, responsibility and care, all of which represent specific (...)
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  • Internal Audits as a Source of Ethical Behavior, Efficiency, and Effectiveness in Work Units.Yahel Ma’Ayan & Abraham Carmeli - 2016 - Journal of Business Ethics 137 (2):347-363.
    This study of internal auditors and auditees, who engage in both financial and operational internal audits in Israel, extends theory and research on internal audits in organizational units. It develops and tests a model that examines the role of top management and internal auditors in facilitating learning from internal audits and driving perceived performance improvement. We argue that support from the top management for the internal audit as well as the auditor’s capacity facilitate learning from audits and help audited units (...)
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  • Model Cards for Model Reporting.Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji & Timnit Gebru - 2019 - Proc. Conf. Fairness, Account. Transpar. – Fat*19.
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  • The global landscape of AI ethics guidelines.A. Jobin, M. Ienca & E. Vayena - 2019 - Nature Machine Intelligence 1.
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  • Internal Audit: Is the ‘Third Line of Defense’ Effective as a Form of Governance? An Exploratory Study of the Impression Management Techniques Chief Audit Executives Use in Their Annual Accountability to the Audit Committee.Mélanie Roussy & Michelle Rodrigue - 2018 - Journal of Business Ethics 151 (3):853-869.
    Our exploratory study considers whether the internal audit function is an efficient “third line of defense” for risk management and control as proposed by The Institute of Internal Auditors. To that end, we interview chief audit executives and experienced internal auditors to examine whether CAEs manage the impressions of audit committee members in the annual accountability process. We also provide an illustration of impression management techniques through a documentary case that explores a unique and exclusive dataset consisting of the main (...)
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