The call to make artificial intelligence (AI) more democratic, or to “democratize AI,” is sometimes framed as a promising response for mitigating algorithmic injustice or making AI more aligned with social justice. However, the notion of “democratizing AI” is elusive, as the phrase has been associated with multiple meanings and practices, and the extent to which it may help mitigate algorithmic injustice is still underexplored. In this paper, based on a socio-technical understanding of algorithmic injustice, I examine three notable notions (...) of democratizing AI and their associated measures—democratizing AI use, democratizing AI development, and democratizing AI governance—regarding their respective prospects and limits in response to algorithmic injustice. My examinations reveal that while some versions of democratizing AI bear the prospect of mitigating the concern of algorithmic injustice, others are somewhat limited and might even function to perpetuate unjust power hierarchies. This analysis thus urges a more fine-grained discussion on how to democratize AI and suggests that closer scrutiny of the power dynamics embedded in the socio-technical structure can help guide such explorations. (shrink)

Structural injustice exists when the influence of social structure exposes some groups of people to undeserved burdens while conferring unearned power to others. It has been argued that the responsibility for addressing structural injustices should be shared among those participating in the social structure and can only be discharged through collective action; however, the proper form of collective action does not happen easily. To address structural injustice effectively, we need to gain clarity on the practical challenges that are involved and (...) explore possible means of implementing shared responsibility. This chapter thus aims to contribute to the study of addressing structural injustice in the following two ways. First, building on previous studies, I categorize three forms of practical challenges that have been encountered by existing proposals for discharging shared responsibility for structural injustice. Second, I offer an alternative proposal, which I will refer to as the deliberative mini-public proposal, and argue that it has the potential to mobilize structural change and better overcome the identified practical challenges. (shrink)

Many pressing problems are of the following kind: some collection of actions of multiple people will produce some morally significant outcome (good or bad), but each individual action in the collection seems to make no difference to the outcome. These problems pose theoretical problems (especially for act-consequentialism), and practical problems for agents trying to figure out what they ought to do. Much recent literature on such problems has focused on whether it is possible for each action in such a collection (...) to make such a tiny impact on the world that it makes no expected difference to the outcomes with which we’re concerned. I argue that even if this is impossible, there are cases in which each action makes no difference, not because it has such a tiny effect on the world, but because if it were not performed, a similar action would be. This recognition allows us to connect these problems with discussions of structural injustice. (shrink)

This paper reviews the recent literature on exploitation. It distinguishes between three main species of exploitation theory: teleology-based accounts, respect-based accounts, and freedom-based accounts. It then addresses the implications of each.

Journal of International Political Theory, Ahead of Print.

Most philosophical examinations of the concept of exploitation center on analyzing two-party interactions between individuals. Mathias Risse and Gabriel Wollner introduce an account of exploitation that seeks to transcend this ‘individualist paradigm’ in three ways: Through exploitation of and by agential groups, of or by non-agential groups and by social structures. In this paper, I argue that while the concepts of non-individual and structural exploitation do offer each their way of transcending or revising the individualist paradigm, the most ambitious and (...) original attempt to break with the paradigm is offered by the concept of non-agential exploitation. I then discuss this concept, but ultimately conclude that it suffers from too many shortcomings in its current form to offer a plausible departure from the individualist approach. (shrink)

In On Trade Justice, Risse and Wollner defend an account of trade justice on which the central requirement, applying to both states and firms, is a requirement of non-exploitation. On their view, trade exploitation consists in ‘power-induced failure of reciprocity’, which generates an unfair distribution of the benefits and burdens associated with trade relationships. In this paper, I argue that while there are many appealing features of Risse and Wollner’s account, their discussion does not articulate and develop the unified picture (...) of states’ and firms’ obligations that they aim to provide as clearly as it might have. In particular, it is, I claim, unclear exactly how they understand the relationship between the fairness-based requirements that apply to states and those that apply to firms. I argue that there are two types of accounts that they might accept: a transactional account and a structural account. I offer reasons to think that there are reasons to prefer a structural account. In addition, I note some of the key implications of accepting such an account, and suggest that if Risse and Wollner accept these implications and revise other aspects of their view accordingly, the result is a plausible and unified account of what trade justice requires. (shrink)