As artificial intelligence (AI) systems increasingly permeate processes of cultural and epistemic production, there are growing concerns about how their outputs may confine individuals and groups to static or restricted narratives about who or what they could be. In this paper, we advance the discourse surrounding these concerns by making three contributions. First, we introduce the concept of aspirational affordance to describe how technologies of representation---paintings, literature, photographs, films, or video games---shape the exercising of imagination, particularly as it pertains to (...) possibilities for agency. Second, we provide three reasons for scrutinizing of AI's influence on aspirational affordances: AI's influence is potentially more potent, but less public than traditional sources; AI's influence is not simply incremental, but ecological, transforming the entire landscape of cultural and epistemic practices that traditionally shaped aspirational affordances; and AI's influence is highly concentrated, with a few corporate-controlled systems mediating a growing portion of aspirational possibilities. Third, to advance such a scrutiny of AI's influence, we introduce the concept of aspirational harm, which arises when AI-generated affordances distort or diminish a group's hermeneutical resources for imagining their practical possibilities. Through three case studies, we illustrate how aspirational harms extend the existing discourse on AI-inflicted harms beyond representational and allocative harms, warranting separate attention. Through these conceptual resources and analyses, this paper advances understanding of the psychological and societal stakes of AI’s role in shaping individual and collective aspirations. (shrink)

Embedding ethics modules within computer science courses has become a popular response to the growing recognition that CS programs need to better equip their students to navigate the ethical dimensions of computing technologies like AI, machine learning, and big data analytics. However, the popularity of this approach has outpaced the evidence of its positive outcomes. To help close that gap, this empirical study reports positive results from Northeastern’s program that embeds values analysis modules into CS courses. The resulting data suggest (...) that such modules have a positive effect on students’ moral attitudes and that students leave the modules believing they are more prepared to navigate the ethical dimensions they’ll likely face in their eventual careers. Importantly, these gains were accomplished at an institution without a philosophy doctoral program, suggesting this strategy can be effectively employed by a wider range of institutions than many have thought. (shrink)

In a series of reflections published in the wake of the Covid-19 crisis, Giorgio Agamben expresses a number of concerns related to the way the pandemic has altered the very fabric of our societies, potentially changing it forever. While maintaining a certain scepticism towards the threat represented by the virus itself, Agamben claims that the response to the contagion shows how easy it is for authorities to limit individual freedoms in the name of public health, and how readily they are (...) willing to put such limitations in place. At the same time, the pandemic shows how easy it is for individuals to accept this situation as the new normal, and how readily they are willing to give up their freedoms and relationships. In this paper I offer a brief overview of Agamben’s worries, focussing on two issues in particular: the loss of individual freedom of movement and association, and the moral and political implications of social distancing. I then approach these issues from a different angle, making use of relational theory to propose an alternative framework which relies on the notion of vulnerability. While agreeing with Agamben that there is reason to worry about the state seizing the opportunity to exercise unchecked power over its citizens, I argue that we should pay attention to the ways in which social distancing measures can be grounded in solidarity and respect for the autonomy of vulnerable individuals. (shrink)

In this paper I engage with the notion that Covid-19 can be seen as the ‘great equalizer’, in virtue of the widespread sense of uncertainty it has caused and the fact that it has forced us to recognize our shared human fragility. Against the view that Covid-19 is the ‘great equalizer’, I argue that, on the contrary, the pandemic reflects existing vulnerabilities and, in many cases, exacerbates them. I do so by offering first a definition of both ontological and relational (...) vulnerability and discussing some important ethical and political dimensions of vulnerability in conditions of uncertainty. I then claim that understanding vulnerability in both ontological and relational terms allows us to see the differential impact of the pandemic on differently situated individuals. More specifically, I argue that vulnerability in conditions of uncertainty can threaten individuals’ sense of self, and thus their autonomy – both understood in relational terms. I consider what kind of response human vulnerability in times of crisis calls for. In particular, I maintain that a promising way to counteract uncertainty would be to adopt a solidaristic approach to public health, based on an understanding of solidarity as a relational concept. In other words, I argue that it is through solidarity that individuals’ vulnerabilities can be mitigated, and their autonomy promoted, even during the most uncertain times. I finally discuss two objections that could be raised against the solidaristic approach defended in my paper. First, the approach may fail to find the support of individuals who are unwilling to care for others when their own interests are under threat. Second, there might be those who deny that the virus constitutes a serious enough threat to warrant or justify the restrictions on individual freedoms imposed by governments in the name of solidarity. I conclude by arguing that while a commitment to solidarity can be easily undermined by scepticism towards political and other authorities, and by the failures of those authorities themselves, it is paramount that societies strive for it as the best means to preserve individuals’ health, autonomy, and well-being. (shrink)

From the perspective of distributed cognition I will stress how abduction is essentially multimodal, in that both data and hypotheses can have a full range of verbal and sensory representations, involving words, sights, images, smells, etc., but also kinesthetic – related to the ability to sense the position and location and orientation and movement of the body and its parts – and motor experiences and other feelings such as pain, and thus all sensory modalities. The presence of kinesthetic and motor (...) aspects demonstrates that abductive reasoning can be manipulative. We can also see, in this regard, how implicit factors take part in the abductive procedure, which consequently acquires the character of a kind of “thinking through doing”. This paper further describes 1) the fact that hypotheses in science can be built through different cognitive mediators and so they can also model the same cognitive aspect in different ways; how they can be carriers/ producers of knowledge in a multimodal way; 2) the problem of the possible non-explanatory and instrumental nature of abductive reasoning and the analysis of the consequences for induction; 3) the role of manipulative abduction in building new evidence/ experiments and how they trigger smart inductive inferences. (shrink)