This chapter focuses on technological innovation and how insights from technological design can be used to address the challenges associated with the setting in which frugal innovation operates. The resource-constrained setting of frugal innovation puts high demands the design requirements of frugal innovation technologies and the possible conflicts between these requirements. Within the ethics of technology, there is a growing literature that explicitly focuses on how to make technological design more sensitive to important moral values, commonly referred to as value-sensitive (...) design or design for values. However, despite strong commonalities, frugal innovation does not feature as a strong application domain in the literature on value-sensitive design practices. Since frugal innovation takes place in and/or for a resource-constrained context, focusing on just one value could easily lead to other relevant values not being appropriately embedded in the design. For value-sensitive design practices to contribute to frugal innovation, it seems better to think in terms of ‘design for context X’ rather than ‘design for value X’, as the latter may be too narrowly focused on one specific value. Systematic research on design practices is necessary to gain more insight in which values are particularly relevant, both in terms of internal values and in terms of external values, but also in the relevant operationalisations, which may differ substantially in different contexts and which may make value conflicts both more complicated but also more easily solvable. (shrink)

Following the “control dilemma” of Collingridge, influencing technological developments is easy when their implications are not yet manifest, yet once we know these implications, they are difficult to change. This article revisits the Collingridge dilemma in the context of contemporary ethics of technology, when technologies affect both society and the value frameworks we use to evaluate them. Early in its development, we do not know how a technology will affect the value frameworks from which it will be evaluated, while later, (...) when the implications for society and morality are clearer, it is more difficult to guide the development in a desirable direction. Present-day approaches to this dilemma focus on methods to anticipate ethical impacts of a technology, being too speculative to be reliable, or on ethically regulating technological developments, discarding anticipation of the future implications. We present the approach of technological mediation as an alternative that focuses on the dynamics of the interaction between technologies and human values. By investigating online discussions about Google Glass, we examine how people articulate new meanings of the value of privacy. This study of “morality in the making” allows developing a modest and empirically informed form of anticipation. (shrink)

According to some philosophers of technology, technology embodies moral values in virtue of its functional properties and the intentions of its designers. But this paper shows that such an account makes the values supposedly embedded in technology epistemically opaque and that it does not allow for values to change. Therefore, to overcome these shortcomings, the paper introduces the novel Affordance Account of Value Embedding as a superior alternative. Accordingly, artefacts bear affordances, that is, artefacts make certain actions likelier given the (...) circumstances. Based on an interdisciplinary perspective that invokes recent moral anthropology, I conceptualize affordances as response-dependent properties. That is, they depend on intrinsic as well as extrinsic properties of the artefact. We have reason to value these properties. Therefore, artefacts embody values and are not value-neutral, which has practical implications for the design of new technologies. (shrink)

According to the Value-Neutrality Thesis, technology is morally and politically neutral, neither good nor bad. A knife may be put to bad use to murder an innocent person or to good use to peel an apple for a starving person, but the knife itself is a mere instrument, not a proper subject for moral or political evaluation. While contemporary philosophers of technology widely reject the VNT, it remains unclear whether claims about values in technology are just a figure of speech (...) or nontrivial empirical claims with genuine factual content and real-world implications. This paper provides the missing argument. I argue that by virtue of their material properties, technological artifacts are part of the normative order rather than external to it. I illustrate how values can be empirically identified in technology. The reason why value-talk is not trivial or metaphorical is that due to the endurance and longevity of technological artifacts, values embedded in them have long-term implications that surpass their designers and builders. I further argue that taking sides in this debate has real-world implications in the form of moral constraints on the development of technology. (shrink)

Given the metaphysical and explanatory stalemate between Embedded and Extended cognition, different authors proposed moral arguments to overcome such a deadlock in favor of EXT. Farina and Lavazza attribute to EXT and EMB a substantive moral content, arguing in favor of the former by virtue of its progressiveness and inclusiveness. In this treatment, I criticize four of their moral arguments. In Sect. 2, I focus on the argument from legitimate interventions and on the argument from extended agency. Section 3 concerns (...) the argument from better protection and the argument from better treatment. Sections 4 and 5 are dedicated to counterarguments against each respectively. By distinguishing between EXT and the extended view, I argue that it is sufficient to use this second version for directly addressing and evaluating moral problems on normative grounds, independently of the causal or constitutive cognitive influence of the external resource on the agents’ minds. Moreover, I argue that the arguments and assumptions used by EXT theorists do not foster values of progressiveness and inclusiveness. To conclude, in Sect. 6, I show that the analysis of each argument converges on the conclusion that EXT does not have substantive moral content and implications per se, since they always depend on further assumptions. (shrink)

A widespread need to explain the behavior and outcomes of AI-based systems has emerged, due to their ubiquitous presence. Thus, providing renewed momentum to the relatively new research area of eXplainable AI (XAI). Nowadays, the importance of XAI lies in the fact that the increasing control transference to this kind of system for decision making -or, at least, its use for assisting executive stakeholders- already affects many sensitive realms (as in Politics, Social Sciences, or Law). The decision-making power handover to (...) opaque AI systems makes mandatory explaining those, primarily in application scenarios where the stakeholders are unaware of both the high technology applied and the basic principles governing the technological solutions. The issue should not be reduced to a merely technical problem; the explainer would be compelled to transmit richer knowledge about the system (including its role within the informational ecosystem where he/she works). To achieve such an aim, the explainer could exploit, if necessary, practices from other scientific and humanistic areas. The first aim of the paper is to emphasize and justify the need for a multidisciplinary approach that is beneficiated from part of the scientific and philosophical corpus on Explaining, underscoring the particular nuances of the issue within the field of Data Science. The second objective is to develop some arguments justifying the authors’ bet by a more relevant role of ideas inspired by, on the one hand, formal techniques from Knowledge Representation and Reasoning, and on the other hand, the modeling of human reasoning when facing the explanation. This way, explaining modeling practices would seek a sound balance between the pure technical justification and the explainer-explainee agreement. (shrink)

As a relational concept, responsible innovation can be made more tangible by asking innovation of what and responsibility of whom for what? Arranging the scattered field of responsible innovation comprehensively, starting from an anthropological point of view, into five fields of tension and five categories of spearheads, may be theoretically and practically helpful while offering suggestions for both research and management.

Academic integrity is a complex problem that challenges how we view action, intentions, research, and knowledge production as human agents working with computers. This paper proposes that a productive approach to support AI is found at the nexus of behavioural ethics and a view of hybrid app-human agency. The proposal brings together AI research in behavioural ethics and Rest’s four stages of ethical decision-making which tracks the development of moral sensitivity, moral judgement, moral motivation and finally moral action combined with (...) insights taken from Actor-Network Theory. This framework, bluntly named the Academic Integrity Model, positions AI as an effect of an entangled hybrid of human-technology actors moving through distinct but related steps towards ultimately mobilising ethical learning behaviours. This model highlights the importance of developing socio-techno responsibility in students and suggests that approaches to address academic integrity performances such as contract cheating, collusion and plagiarism should include considerations of the complex nature of app-centric students. (shrink)