As artificial intelligence (AI) thrives and propagates through modern life, a key question to ask is how to include humans in future AI? Despite human involvement at every stage of the production process from conception and design through to implementation, modern AI is still often criticized for its “black box” characteristics. Sometimes, we do not know what really goes on inside or how and why certain conclusions are met. Future AI will face many dilemmas and ethical issues unforeseen by their (...) creators beyond those commonly discussed (e.g., trolley problems and variants of it) and to which solutions cannot be hard-coded and are often still up for debate. Given the sensitivity of such social and ethical dilemmas and the implications of these for human society at large, when and if our AI make the “wrong” choice we need to understand how they got there in order to make corrections and prevent recurrences. This is particularly true in situations where human livelihoods are at stake (e.g., health, well-being, finance, law) or when major individual or household decisions are taken. Doing so requires opening up the “black box” of AI; especially as they act, interact, and adapt in a human world and how they interact with other AI in this world. In this article, we argue for the application of cognitive architectures for ethical AI. In particular, for their potential contributions to AI transparency, explainability, and accountability. We need to understand how our AI get to the solutions they do, and we should seek to do this on a deeper level in terms of the machine-equivalents of motivations, attitudes, values, and so on. The path to future AI is long and winding but it could arrive faster than we think. In order to harness the positive potential outcomes of AI for humans and society (and avoid the negatives), we need to understand AI more fully in the first place and we expect this will simultaneously contribute towards greater understanding of their human counterparts also. (shrink)

After several technological revolutions in which technologies became ever more present in our daily lives, the digital technologies that are currently being developed are actually fading away from sight. Information and Communication Technologies are not only embedded in devices that we explicitly “use” but increasingly become an intrinsic part of the material environment in which we live. How to conceptualize the role of these new technological environments in human existence? And how to anticipate the ways in which these technologies will (...) mediate our everyday lives? In order to answer these questions, we draw on two approaches that each offers a framework to conceptualize these new technological environments: Postphenomenology and Material Engagement Theory. As we will show, each on their own, these approaches fail to do justice to the new environmental role of technology and its implications for human existence. But by bringing together Postphenomenology’s account of technological mediation and Material Engagement Theory’s account of engaging with environments, it becomes possible to sufficiently account for the new environmental workings of technology. To do justice to these new workings of environmental technologies, we introduce and develop the concept of “Technological Environmentality.”. (shrink)

Extended cognition theorists claim that the definition of cognition can be extended to include not only the brain, but also the body and environment. In a series of works, Mark Rowlands has envisioned a new science of mind that explores the externalism of consciousness and cognition. This paper connects Rowlands’ work with the phenomenology of Aron Gurwitsch. It shows how Gurwitsch’s field of consciousness, in particular his conception of the marginal halo, can provide a distinct, organized way of thinking about (...) extended cognition. A key question considered is from where do cognitive processes project and disclose meanings? By thinking of location as locus—a projecting pathway of points of intentional opportunity—organization in extended cognition becomes organization in a field of consciousness. The marginal halo in the field of consciousness is articulated as this locus of intentionality, what Rowlands calls “the noneliminable intentional core”. Problems of cognitive bloat and personal character are addressed in light of the findings. In addition to situating Gurwitsch’s work within the extended mind movement for the first time, this study highlights the importance of the marginal halo, largely neglected in previous Gurwitsch scholarship. (shrink)

AI systems play an increasingly important role in shaping and regulating the lives of millions of human beings across the world. Calls for greater _transparency_ from such systems have been widespread. However, there is considerable ambiguity concerning what “transparency” actually means, and therefore, what greater transparency might entail. While, according to some debates, transparency requires _seeing through_ the artefact or device, widespread calls for transparency imply _seeing into_ different aspects of AI systems. These two notions are in apparent tension with (...) each other, and they are present in two lively but largely disconnected debates. In this paper, we aim to further analyse what these calls for transparency entail, and in so doing, clarify the sorts of transparency that we should want from AI systems. We do so by offering a taxonomy that classifies different notions of transparency. After a careful exploration of the different varieties of transparency, we show how this taxonomy can help us to navigate various domains of human–technology interactions, and more usefully discuss the relationship between technological transparency and human agency. We conclude by arguing that all of these different notions of transparency should be taken into account when designing more ethically adequate AI systems. (shrink)

According to the Extended knowledge dilemma, first formulated by Clark (Synthese 192:3757–3775, 2015) and subsequently reformulated by Carter et al. (in: Carter, Clark, Kallestrup, Palermos, Pritchard (eds) Extended epistemology, Oxford Univer- sity Press, Oxford, pp 331–351, 2018a), an agent’s interaction with a device can either give rise to knowledge or extended cognition, but not both at the same time. The dilemma rests on two substantive commitments: first, that knowledge by a subject requires that the subject be aware to some extent (...) of some features of that knowledge’s sources and, second, that cognitive processes can only be extended if the subject is mostly unaware of the external object. The overwhelming response to the dilemma by proponents of extended knowledge has been to reconcile the demands of knowl- edge with the requirement that genuine extended cognition must lack any conscious encountering of the external artifact that features in the putative extended cognitive process. My approach, thus far unexplored, will be the opposite: I show how extended cognition can be made compatible with a wide range of agential attitudes, including an active form of epistemic hygiene. Consequently, I open the door for a new way of vindicating the possibility of extended knowledge, and call into question some assumptions that lie at the core of extended cognition theory. (shrink)

This article argues for a task-based approach to identifying and individuating cognitive systems. The agent-based extended cognition approach faces a problem of cognitive bloat and has difficulty accommodating both sub-individual cognitive systems ("scaling down") and some supra-individual cognitive systems ("scaling up"). The standard distributed cognition approach can accommodate a wider variety of supra-individual systems but likewise has difficulties with sub-individual systems and faces the problem of cognitive bloat. We develop a task-based variant of distributed cognition designed to scale up and (...) down smoothly while providing a principled means of avoiding cognitive bloat. The advantages of the task-based approach are illustrated by means of two parallel case studies: re-representation in the human visual system and in a biomedical engineering laboratory. (shrink)

We examine the notion of cognitive artifact and its possible application to the animal technic. Although the issue of animal technic is not very much discussed, the case studies focused on the capacity of using and manufacturing tools suggest that some animals deploy cognitive skills. Could the tools employed by animals be considered genuine cases of cognitive artifacts? In this paper we propose a definition of “cognitive artifact” based on the notion of “proper function,” which allows us to develop a (...) gradual scale where we place different kinds of artifacts according to the prevalence of the cognitive function (in opposition to the prac-tical one). Applying this scale to the non-human sphere, we defend the idea that there exists a range of non-human technical phenomena of use and artifacts and tools manufacturing, and that some of this artifacts have an incipient proper cognitive function. In order to defend these theses, we examine the examples of the cobwebs, the nests and the honeycombs. (shrink)

Technological artefacts have, in recent years, invited increasingly intimate ways of interaction. But surprisingly little attention has been devoted to how such interactions, like with wearable devices or household robots, shape our minds, cognitive capacities, and moral character. In this thesis, I develop an embodied, enactive account of mind--technology interaction that takes the reciprocal influence of artefacts on minds seriously. First, I examine how recent developments in philosophy of technology can inform the phenomenology of mind--technology interaction as seen through an (...) enactivist lens. Second, I show how an enactive account of remembering can improve operationalizations of the memory palace mnemonic through virtual reality devices. Third, I draw on virtue ethics to argue that an enactivist approach allows us to better grasp the morally shaping aspects of artefacts by looking at social robots. Fourth, I fend off an underlying metaphysical concern about enactivism by arguing that an embodied, enactive account is compatible with the multiple realization of cognitive processes. This principle is often seen as a crucial test favouring accounts such as extended functionalism over enactivism and I argue that some forms of enactivism pass this test as well. Finally, I conclude by considering what the future relationship between enactivism and functionalism may have in store for the study of mind--technology interaction. (shrink)

Through a selective historical, theoretical, and critical survey of the uses of the concept of scaffolding over the past 30 years, this chapter traces the development of the concept across developmental psychology, educational theory, and cognitive anthropology, and its place in the interdisciplinary field of distributed cognition from the 1990s. Offering a big-picture overview of the uses of the notion of scaffolding, it suggests three ways to taxonomise forms of scaffolding, and addresses the possible criticism that the metaphor of scaffolding (...) retains an overly individualist vision of cognition. The chapter is aimed at a broad interdisciplinary audience interested in processes of learning, teaching, and apprenticeship as they apply to the study of memory. (shrink)

Philosophy of mind and cognitive science (e.g., Clark and Chalmers 1998; Clark 2010; Palermos 2014) have recently become increasingly receptive tothe hypothesis of extended cognition, according to which external artifacts such as our laptops and smartphones can—under appropriate circumstances—feature as material realisers of a person’s cognitive processes. We argue that, to the extent that the hypothesis of extended cognition is correct, our legal and ethical theorising and practice must be updated, by broadening our conception of personal assault so as to (...) include intentional harm towards gadgets that have been appropriately integrated. We next situate the theoretical case for extended personal assault within the context of some recent ethical and legal cases and close with some critical discussion. (shrink)