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  1. Algorithmic Accountability and Public Reason.Reuben Binns - 2018 - Philosophy and Technology 31 (4):543-556.
    The ever-increasing application of algorithms to decision-making in a range of social contexts has prompted demands for algorithmic accountability. Accountable decision-makers must provide their decision-subjects with justifications for their automated system’s outputs, but what kinds of broader principles should we expect such justifications to appeal to? Drawing from political philosophy, I present an account of algorithmic accountability in terms of the democratic ideal of ‘public reason’. I argue that situating demands for algorithmic accountability within this justificatory framework enables us to (...)
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  • The ethics of algorithms: key problems and solutions.Andreas Tsamados, Nikita Aggarwal, Josh Cowls, Jessica Morley, Huw Roberts, Mariarosaria Taddeo & Luciano Floridi - 2021 - AI and Society.
    Research on the ethics of algorithms has grown substantially over the past decade. Alongside the exponential development and application of machine learning 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, 2016). The goals are to contribute to the debate on the identification and analysis of the ethical implications of algorithms, to provide an updated analysis of epistemic and normative (...)
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  • The ethics of algorithms: key problems and solutions.Andreas Tsamados, Nikita Aggarwal, Josh Cowls, Jessica Morley, Huw Roberts, Mariarosaria Taddeo & Luciano Floridi - 2022 - AI and Society 37 (1):215-230.
    Research on the ethics of algorithms has grown substantially over the past decade. Alongside the exponential development and application of machine learning 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, 2016). The goals are to contribute to the debate on the identification and analysis of the ethical implications of algorithms, to provide an updated analysis of epistemic and normative (...)
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  • Trusting Digital Technologies Correctly.Mariarosaria Taddeo - 2017 - Minds and Machines 27 (4):565-568.
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  • The role of empathy for artificial intelligence accountability.Ramya Srinivasan & Beatriz San Miguel González - 2022 - Journal of Responsible Technology 9 (C):100021.
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  • The role of empathy for artificial intelligence accountability.Ramya Srinivasan & Beatriz San Miguel González - 2022 - Journal of Responsible Technology 9 (C):100021.
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  • Explanation in artificial intelligence: Insights from the social sciences.Tim Miller - 2019 - Artificial Intelligence 267 (C):1-38.
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  • Ethical Implications and Accountability of Algorithms.Kirsten Martin - 2018 - Journal of Business Ethics 160 (4):835-850.
    Algorithms silently structure our lives. Algorithms can determine whether someone is hired, promoted, offered a loan, or provided housing as well as determine which political ads and news articles consumers see. Yet, the responsibility for algorithms in these important decisions is not clear. This article identifies whether developers have a responsibility for their algorithms later in use, what those firms are responsible for, and the normative grounding for that responsibility. I conceptualize algorithms as value-laden, rather than neutral, in that algorithms (...)
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  • Responsibility, accountability and governance.John Kaler - 2002 - Business Ethics, the Environment and Responsibility 11 (4):327–334.
    ‘Responsibility’, ‘accountability’ and ‘governance’ are key terms within business ethics. This paper aims to construct a framework to help us understand the relationships between these terms. I first of all analyse the concept of responsibility to show the place of accountability within it, then move to analyse accountability as a sub–concept of responsibility, then finally attempt to show how accountability along with responsibility in general figures within governance structures. While obviously not as complex as the concept of responsibility of which (...)
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  • Responsibility, accountability and governance.John Kaler - 2002 - Business Ethics, the Environment and Responsibility 11 (4):327-334.
    ‘Responsibility’, ‘accountability’ and ‘governance’ are key terms within business ethics. This paper aims to construct a framework to help us understand the relationships between these terms. I first of all analyse the concept of responsibility to show the place of accountability within it, then move to analyse accountability as a sub–concept of responsibility, then finally attempt to show how accountability along with responsibility in general figures within governance structures. While obviously not as complex as the concept of responsibility of which (...)
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  • The Tragedy of the Commons.Garrett Hardin - 1968 - Science 162 (3859):1243-1248.
    At the end of a thoughtful article on the future of nuclear war, Wiesner and York concluded that: "Both sides in the arms race are... confronted by the dilemma of steadily increasing military power and steadily decreasing national security. It is our considered professional judgment that this dilemma has no technical solution. If the great powers continue to look for solutions in the area of science and technology only, the result will be to worsen the situation.".
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  • Distributed morality in an information society.Luciano Floridi - 2013 - Science and Engineering Ethics 19 (3):727-743.
    The phenomenon of distributed knowledge is well-known in epistemic logic. In this paper, a similar phenomenon in ethics, somewhat neglected so far, is investigated, namely distributed morality. The article explains the nature of distributed morality, as a feature of moral agency, and explores the implications of its occurrence in advanced information societies. In the course of the analysis, the concept of infraethics is introduced, in order to refer to the ensemble of moral enablers, which, although morally neutral per se, can (...)
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  • Faultless responsibility: on the nature and allocation of moral responsibility for distributed moral actions.Luciano Floridi - 2016 - Philosophical Transactions of the Royal Society A 374:20160112.
    The concept of distributed moral responsibility (DMR) has a long history. When it is understood as being entirely reducible to the sum of (some) human, individual and already morally loaded actions, then the allocation of DMR, and hence of praise and reward or blame and punishment, may be pragmatically difficult, but not conceptually problematic. However, in distributed environments, it is increasingly possible that a network of agents, some human, some artificial (e.g. a program) and some hybrid (e.g. a group of (...)
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  • Accountability in an unequal world.Jennifer Rubenstein - manuscript
    According to the standard model of accountability, holding another actor accountable entails sanctioning that actor if it fails to fulfill its obligations without a justification or excuse. Less powerful actors therefore cannot hold more powerful actors accountable, because they cannot sanction more powerful actors. Because inequality appears unlikely to disappear soon, there is a pressing need for second-best forms of accountability: forms that are feasible under conditions of inequality, but deliver as many of the benefits of standard accountability as possible. (...)
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