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)

Proponents of the extended mind have suggested that phenomenal transparency may be important to the way we evaluate putative cases of cognitive extension. In particular, it has been suggested that in order for a bio-external resource to count as part of the machinery of the mind, it must qualify as a form of transparent equipment or transparent technology. The present paper challenges this claim. It also challenges the idea that phenomenological properties can be used to settle disputes regarding the constitutional (...) status of bio-external resources in episodes of extended cognizing. Rather than regard phenomenal transparency as a criterion for cognitive extension, we suggest that transparency is a feature of situations that support the ascription of certain cognitive/mental dispositional properties to both ourselves and others. By directing attention to the forces and factors that motivate disposition ascriptions, we arrive at a clearer picture of the role of transparency in arguments for extended cognition and the extended mind. As it turns out, transparency is neither necessary nor sufficient for cognitive extension, but this does not mean that it is entirely irrelevant to our understanding of the circumstances in which episodes of extended cognizing are apt to arise. (shrink)

Extended cognition brings with it a particular phenomenology. It has been argued that when an artifact is integrated into an agent’s cognitive system, it becomes transparent in use to the cognizing subject. In this paper, I challenge some of the assumptions underlying how the transparency of artifacts is described in extended cognition theory. To this end, I offer two arguments. First, I make room for some forms of conscious thought and attention within extended cognitive routines, and I question the close (...) association drawn between attention and effort. Second, I vindicate the importance of paying careful attention to individual differences and the diverse ways in which bodies and technologies can be experienced. I end by offering some hints toward an alternative, and more accurate, account of the phenomenology of extended cognition. (shrink)

In chapter 4 of Autonomous Knowledge: Radical Enhancement, Autonomy and the Future of Knowing (OUP, 2021), Carter takes on the question of whether there is an epistemic autonomy condition on know-how, e.g. one that might rule out cases of radical performance enhancement as genuine cases of know-how. In this paper, I examine Carter’s proposal and identify an asymmetry in the way his epistemic autonomy condition is applied to enhanced and non-enhanced instances of know-how. In particular, it seems that either an (...) autonomy condition is required for all forms of knowledge-how or it is not. If it is, then a potential worry is that young children do not manifest their know-how when doing things that we would normally be inclined to say they know how to do. If it is not, then young children do manifest some forms of non-enhanced know-how. While Carter chooses the second option, I argue that it is better to choose the first one, that is, to claim that all know-how needs to be epistemically autonomous along the lines he has described. I also show how this does not exclude young children from knowing how to do things. (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)

In this chapter, I propose a new framework for extended epistemology, based on a second-wave approach to extended cognition. The framework is inclusive, in that it takes into account the complex interplay between the diverse embodiments of extended knowers and the salient properties of technological artifacts, as well as the environment in which they are embedded. Thus it both emphasizes and exploits the complementary roles played by these different elements. Finally, I motivate and explain this framework by applying it to (...) a case of interaction with contemporary technologies. (shrink)

Beauty filters are automated photo editing tools that use artificial intelligence and computer vision to detect facial features and modify them, allegedly improving a face’s physical appearance and attractiveness. Widespread use of these filters has raised concern due to their potentially damaging psychological effects. In this paper, I offer an account that examines the effect that interacting with such filters has on self-perception. I argue that when looking at digitally-beautified versions of themselves, individuals are looking at AI-curated distorted mirrors. This (...) helps identify two potential cognitive effects of this behavior. First, it can elicit affective attitudes that change how individuals feel when looking at their unfiltered self-images. Second, exposure to filtered self-images might cause a perceptual normalization of such images. Finally, I argue that this form of distorted mirror gazing is a novel cultural practice for self-perception, and I highlight some ways in which this practice could be critically evaluated and ultimately changed. (shrink)

This paper examines what it takes for a state of knowledge-how to be extended (i.e. partly constituted by entities external to the organism) within an anti-intellectualist approach to knowledge-how. I begin by examining an account of extended knowledge-how developed by Carter, J. Adam, and Boleslaw Czarnecki. 2016 [“Extended Knowledge-How.” Erkenntnis 81 (2): 259–273], and argue that it fails to properly distinguish between cognitive outsourcing and extended knowing-how. I then introduce a solution to this problem which rests on the distribution of (...) tasks between agent and non-biological entity. On closer inspection, I show that this solution is ultimately unsatisfactory, though its failure is instructive as it illuminates the important role played by an agent’s skilled interaction with an external entity. Drawing on key anti-intellectualist ideas, as well as on insight from cognitive psychology, I propose an account according to which what ultimately matters for extending knowledge-how is whether a hybrid ability is self-regulated. In closing, I illuminate the practical value of extended knowledge-how vis-à-vis cognitive outsourcing. (shrink)

In this paper, I propose a new framework for extended epistemology, based on a second-wave approach to extended cognition. The framework is inclusive, in that it takes into account the complex interplay between the diverse embodiments of extended knowers and the salient properties of technological artifacts, as well as the environment in which they are embedded. Thus it both emphasizes and exploits the complementary roles played by these different elements. Finally, I motivate and explain this framework by applying it to (...) a case of interaction with contemporary technologies. (shrink)

The aim of this commentary is to complement Haslanger’s view of cognition as a skill shaped by culture. I start by presenting an empirically oriented account of the process of enculturation based on the cognitive integration framework. I then illustrate the active role of material (and not just symbolic) culture in cognition by drawing on extended cognition theory. Finally, I argue that embedding Haslanger’s work within these two theories of cognition better serves the objectives of her project and, at the (...) same time, promotes a critical philosophy of cognitive science. (shrink)

Clowes, Gärtner, and Hipólito (2021) describe the Mind-Technology Problem as a new constellation of philosophical problems about the nature of mind generated by advances in technology we increasingly rely on to meet both theoretical and practical aims. We agree with Clowes, Gärtner, and Hipólito that the problems they identify frame a timely and worthwhile new research programme. We aim to contribute to this research programme by motivating and canvassing the key contours of four different Mind-Technology problems that arise for, and (...) which are distinctive to, approaches to knowledge-how that give abilities a central theoretical role in explaining intelligent states and behaviour. The result is an agenda in the theory of know-how aimed at reconciling prevailing anti-intellectualist thinking about know-how apt abilities and their exercise with the datum that much of our know-how is increasingly supported by our use of smart technological scaffolding. We don’t fully answer the questions we raise; our objective is to put them on the map and show why we think they matter. (shrink)

Intentional actions exhibit control in a way that mere lucky successes do not. A longstanding tradition in action theory characterizes actional control in terms of the _knowledge_ with which one acts when acting intentionally. Given that action theorists, no less than epistemologists, typically take for granted the orthodox thesis that knowledge is in the head (viz., realized exclusively by brainbound cognition), the idea that intentional action is controlled in virtue of knowledge is tantamount to the idea that the knowledge by (...) which intentional actions exhibit control supervenes intracranially. We raise some challenges for this idea, and in doing show, we show how epistemic theories of actional control are naturally aligned moreso than has been appreciated with cognitive extension in the theory of mind. (shrink)

Is the mind flat? Chater (2018) has recently argued that it is and that, contrary to traditional psychology and standard folk image, depth of mind is just an illusory confabulation. In this paper, we argue that while there is a kernel of something correct in Chater’s thesis, this does not in itself add up to a critique of mental depth per se. We use Chater’s ideas as a springboard for creating a new understanding of mental depth which builds upon findings (...) in contemporary cognitive science. First, we rely on the predictive processing framework in order to determine a proposed neural contribution to mental depth, specifically in hierarchical predictive knowledge. Second, drawing from an embodied approach to cognition, we argue that mental depth results from the depth of our embodied skills and the situations in which we are embedded. This allows us to introduce to a new realist notion of mental depth, one which can only be explained once we attend to the dense patterns of skillful interaction within a rich artefactual and social environment. (shrink)

The aim of this commentary is to complement Haslanger’s view of cognition as a skill shaped by culture. I start by presenting an empirically oriented account of the process of enculturation based on the cognitive integration framework. I then illustrate the active role of material (and not just symbolic) culture in cognition by drawing on extended cognition theory. Finally, I argue that embedding Haslanger’s work within these two theories of cognition better serves the objectives of her project and, at the (...) same time, promotes a critical philosophy of cognitive science. (shrink)