Many popular artificial intelligence (AI) ethics frameworks center the principle of autonomy as necessary in order to mitigate the harms that might result from the use of AI within society. These harms often disproportionately affect the most marginalized within society. In this paper, we argue that the principle of autonomy, as currently formalized in AI ethics, is itself flawed, as it expresses only a mainstream mainly liberal notion of autonomy as rational self-determination, derived from Western traditional philosophy. In particular, we (...) claim that the adherence to such principle, as currently formalized, does not only fail to address many ways in which people’s autonomy can be violated, but also to grasp a broader range of AI-empowered harms profoundly tied to the legacy of colonization, and which particularly affect the already marginalized and most vulnerable on a global scale. To counter such a phenomenon, we advocate for the need of a relational turn in AI ethics, starting from a relational rethinking of the AI ethics principle of autonomy that we propose by drawing on theories on relational autonomy developed both in moral philosophy and Ubuntu ethics. (shrink)

Fairness is one of the most prominent values in the Ethics and Artificial Intelligence (AI) debate and, specifically, in the discussion on algorithmic decision-making (ADM). However, while the need for fairness in ADM is widely acknowledged, the very concept of fairness has not been sufficiently explored so far. Our paper aims to fill this gap and claims that an ethically informed re-definition of fairness is needed to adequately investigate fairness in ADM. To achieve our goal, after an introductory section aimed (...) at clarifying the aim and structure of the paper, in section “Fairness in algorithmic decision-making” we provide an overview of the state of the art of the discussion on fairness in ADM and show its shortcomings; in section “Fairness as an ethical value”, we pursue an ethical inquiry into the concept of fairness, drawing insights from accounts of fairness developed in moral philosophy, and define fairness as an ethical value. In particular, we argue that fairness is articulated in a distributive and socio-relational dimension; it comprises three main components: fair equality of opportunity, equal right to justification, and fair equality of relationship; these components are grounded in the need to respect persons both as persons and as particular individuals. In section “Fairness in algorithmic decision-making revised”, we analyze the implications of our redefinition of fairness as an ethical value on the discussion of fairness in ADM and show that each component of fairness has profound effects on the criteria that ADM ought to meet. Finally, in section “Concluding remarks”, we sketch some broader implications and conclude. (shrink)

Political liberals claim that liberal polities may legitimately dismiss the objections of ‘unreasonable’ citizens who resist political liberals’ favored principles of justice and political justification. A growing number of other political philosophers, including post-colonialist theorists, have objected to the resulting insularity of political liberalism. However, political liberals’ insularity also often prevents them from being sensitive or responsive to these critics’ complaints. In this article, I develop a more efficacious internal critique of political liberalism: I show that political liberals’ own core (...) principles of liberal legitimacy sometimes require liberal polities to engage with the objections of those who hold ‘unreasonable’, and even illiberal, views. First, I draw on the work of Sayyid Qutb, an illiberal Islamic political thinker, to argue that – contrary to what political liberals often imply – even ‘unreasonable’, illiberal citizens may be fair-minded: that is, they may be actively concerned to cooperate with others on fair and mutually endorsable terms. Second, I contend that a liberal state’s own core commitment to treating citizens as free and equal requires it to offer fair-minded illiberal citizens like Qutb deep reasons – that don’t presuppose agreement on liberal principles of justice and so can speak to them in the dialectical position they start from – for why they should accept the liberal laws with which the state coerces them to comply. By showing how political liberals’ own commitments oblige them to address even ‘unreasonable’ political perspectives, I open the door to their more robust engagement with their critics, including not only comparative political theorists but also the growing number of illiberal citizens who challenge democratic regimes. (shrink)