Many philosophers endorse the Transparency Thesis, the claim that by introspection one cannot become aware of one's experience. Recently, some authors have suggested that the Transparency Thesis is challenged by introspective states reached under mindfulness. We label this the Mindfulness Opacity Hypothesis. The present paper develops the hypothesis in important new ways. First, we motivate the hypothesis by drawing on recent clinical psychology and cognitive science of mindfulness. Secondly, we develop the hypothesis by describing the implied shift in experiential perspective, (...) the scope of introspectable qualities, and the level of skill. Thirdly, we defend the hypothesis against various philosophical arguments. We conclude that the Mindfulness Opacity Hypothesis is empirically and theoretically well motivated and supported. (shrink)

The transparency approach to introspection has received much attention over the last few decades. It is inspired by some wellknown remarks from Gareth Evans (1982). Although this approach can seem quite plausible as applied to belief (and perhaps perception), philosophers tend to be sceptical that it can succeed for other mental kinds. This paper focuses on desire. It lays out in detail a transparency theory of desire introspection and addresses various concerns and objections to such a theory. The paper takes (...) as its launching point Alex Byrne's (2018) influential work on transparency. (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)

A series of recent papers raises worries about the manipulative potential of algorithmic transparency (to wit, making visible the factors that influence an algorithm’s output). But while the concern is apt and relevant, it is based on a fraught understanding of manipulation. Therefore, this paper draws attention to the ‘indifference view’ of manipulation, which explains better than the ‘vulnerability view’ why algorithmic transparency has manipulative potential. The paper also raises pertinent research questions for future studies of manipulation in the context (...) of algorithmic transparency. (shrink)

A common objection to sense-datum theories of perception is that they cannot give an adequate account of the fact that introspection indicates that our sensory experiences are directed on, or are about, the mind-independent entities in the world around us, that our sense experience is transparent to the world. In this paper I point out that the main force of this claim is to point out an explanatory challenge to sense-datum theories.

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)

Transparency is an increasingly prominent area of research that offers valuable insights for organizational studies. However, conceptualizations of transparency are rarely subject to critical scrutiny and thus their relevance remains unclear. In most accounts, transparency is associated with the sharing of information and the perceived quality of the information shared. This narrow focus on information and quality, however, overlooks the dynamics of organizational transparency. To provide a more structured conceptualization of organizational transparency, this article unpacks the assumptions that shape the (...) extant literature, with a focus on three dimensions: conceptualizations, conditions, and consequences. The contribution of the study is twofold: On a conceptual level, we provide a framework that articulates two paradigmatic positions underpinning discussions of transparency, verifiability approaches and performativity approaches; on an analytical level, we suggest a novel future research agenda for studying organizational transparency that pays attention to its dynamics, paradoxes, and performative characteristics. (shrink)

Transparency lies at the heart of most modern slavery reporting legislation, but while publication of statements is mandatory, conformance with content guidance is voluntary, such that overall, corporate responses have been poor. Existing studies, concentrated in business to consumer rather than inter-organisational contexts, have not undertaken the fine-grained assessments of statements needed to identify which aspects of reporting performance are particularly poor and the underlying reasons that need to be addressed by policy makers. In a novel design, this study utilises (...) the ethical trade initiative assessment framework to evaluate the content of 95 UK government suppliers’ modern slavery statements. The findings suggest that in a modern slavery context, discovery challenges are more important than firms’ attitudes to disclosure. We contribute to the transparency literature through a model contrasting discovery costs and disclosure risks and by identifying the disclosure of unknowns as an additional relevant dimension of disclosure. We then discuss the model in relation to normativity theory to consider options through which the currently low legitimacy of the reporting governance regime can be enhanced and the intended norms established. (shrink)

This book argues against the widely celebrated utopia of -transparency- by showing, across a panorama of postwar French thought, how attempts to show the perils of transparency in politics, ethics, and knowledge led to major conceptual inventions, many of which we now take for granted.

In discussions of nudging, transparency is often taken to be important; it is often suggested that a significant moral consideration to take into account when nudging is whether the nudge is transparent. Another consideration taken to be relevant is whether the nudge is easy to resist. Sometimes, these two considerations are taken to be importantly related: if we have reason to make nudges easy to resist, then we have reason to make them transparent, insofar as a nudge’s transparency is relevant (...) to whether the nudge is easy to resist. In this paper, we critically scrutinize this view. First, we draw out the purported connections between transparency and resistibility, combining them into what we call the Resistibility-to-Transparency Argument (RTA). Then, we do some conceptual groundwork elaborating on different forms of transparency mentioned in the debate. With this in place, we argue that in order to be plausible, the RTA must appeal to certain forms of transparency; those on which the transparency of a nudge depends on the nudgee’s ability to become aware of the relevant facts about the nudge. We then argue against the common assumption that in order for a nudge to be easy to resist for an individual, that individual needs to have the capacity to easily become aware of the relevant nudge facts. We conclude that the connection between the easy resistibility of a nudge and its transparency is, at best, a weak one. (shrink)

The paper argues that Gareth Evans’ argument for transparent self-knowledge is based on a conflation of doxastic transparency with ascriptive transparency. Doxastic transparency means that belief about one’s own doxastic state, e.g., the belief that one thinks that it will rain, can be warranted by ordinary empirical observation, e.g., of the weather. In contrast, ascriptive transparency says that self-ascriptions of belief, e.g., “I believe it will rain”, can be warranted by such observation. We first show that the thesis of doxastic (...) transparency is ill-motivated and then offer a non-epistemic interpretation of ascriptive transparency by reference to the theory of explicit expressive acts: “I think it will rain” requires attendance to the weather because the utterance expresses a belief about the weather, not about ourselves. This will allow us to avoid what is often called “the puzzle of transparent self-knowledge” while remaining faithful to Evans’ linguistic observations. (shrink)

According to phenomenal transparency, phenomenal concepts are transparent where a transparent concept is one that reveals the nature of that to which it refers. What is the connection between phenomenal transparency and our concept of a subject of experience? This paper focuses on a recent argument, due to Philip Goff, for thinking that phenomenal transparency entails transparency about subjecthood. The argument is premissed on the idea that subjecthood is related to specific phenomenal properties as a determinable of more specific determinates. (...) I argue that the argument fails, which opens the door for one to endorse phenomenal transparency while denying transparency about the concept of a subject of experience. I draw out the consequences of this for certain versions of the combination problem for panpsychist metaphysics and moreover argue that rejecting the transparency of subjecthood does not undermine anti-physicalist arguments premissed on considerations relating to phenomenal transparency. (shrink)

In her BBC Reith Lectures on Trust, Onora O’Neill offers a short, but biting, criticism of transparency. People think that trust and transparency go together but in reality, says O'Neill, they are deeply opposed. Transparency forces people to conceal their actual reasons for action and invent different ones for public consumption. Transparency forces deception. I work out the details of her argument and worsen her conclusion. I focus on public transparency – that is, transparency to the public over expert domains. (...) I offer two versions of the criticism. First, the epistemic intrusion argument: The drive to transparency forces experts to explain their reasoning to non-experts. But expert reasons are, by their nature, often inaccessible to non-experts. So the demand for transparency can pressure experts to act only in those ways for which they can offer public justification. Second, the intimate reasons argument: In many cases of practical deliberation, the relevant reasons are intimate to a community and not easily explicable to those who lack a particular shared background. The demand for transparency, then, pressures community members to abandon the special understanding and sensitivity that arises from their particular experiences. Transparency, it turns out, is a form of surveillance. By forcing reasoning into the explicit and public sphere, transparency roots out corruption — but it also inhibits the full application of expert skill, sensitivity, and subtle shared understandings. The difficulty here arises from the basic fact that human knowledge vastly outstrips any individual’s capacities. We all depend on experts, which makes us vulnerable to their biases and corruption. But if we try to wholly secure our trust — if we leash groups of experts to pursuing only the goals and taking only the actions that can be justified to the non-expert public — then we will undermine their expertise. We need both trust and transparency, but they are in essential tension. This is a deep practical dilemma; it admits of no neat resolution, but only painful compromise. (shrink)

This paper elaborates and defends a familiar ‘transparent’ account of knowledge of one's own beliefs, inspired by some remarks of Gareth Evans, and makes a case that the account can be extended to mental states in general, in particular to knowledge of one's intentions.

The paper argues that Gareth Evans’ argument for transparent self-knowledge is based on a conflation of doxastic transparency with ascriptive transparency. Doxastic transparency means that belief about one’s own doxastic state, e.g., the belief that one thinks that it will rain, can be warranted by ordinary empirical observation, e.g., of the weather. In contrast, ascriptive transparency says that self-ascriptions of belief, e.g., “I believe it will rain”, can be warranted by such observation. We first show that the thesis of doxastic (...) transparency is ill-motivated and then offer a non-epistemic interpretation of ascriptive transparency by reference to the theory of explicit expressive acts: “I think it will rain” requires attendance to the weather because the utterance expresses a belief about the weather, not about ourselves. This will allow us to avoid what is often called “the puzzle of transparent self-knowledge” while remaining faithful to Evans’ linguistic observations. (shrink)

The paper argues that Gareth Evans’ argument for transparent self-knowledge is based on a conflation of doxastic transparency with ascriptive transparency. Doxastic transparency means that belief about one’s own doxastic state, e.g., the belief that one thinks that it will rain, can be warranted by ordinary empirical observation, e.g., of the weather. In contrast, ascriptive transparency says that self-ascriptions of belief, e.g., “I believe it will rain”, can be warranted by such observation. We first show that the thesis of doxastic (...) transparency is ill-motivated and then offer a non-epistemic interpretation of ascriptive transparency by reference to the theory of explicit expressive acts: “I think it will rain” requires attendance to the weather because the utterance expresses a belief about the weather, not about ourselves. This will allow us to avoid what is often called “the puzzle of transparent self-knowledge” while remaining faithful to Evans’ linguistic observations. (shrink)

I critically analyze Richard Moran's account of knowing one's own emotions, which depends on the Transparency Claim for self-knowledge. Applied to knowing one's own beliefs, TC states that when one is asked “Do you believe P?”, one can answer by referencing reasons for believing P. TC works for belief because one is justified in believing that one believes P if one can give reasons for why P is true. Emotions, however, are also conceptually related to concerns; they involve a response (...) to something one cares about. As a consequence, acquiring self-knowledge of one's emotions requires knowledge of other mental attitudes, which falls outside the scope of TC. Hence, TC cannot be applied to emotions. (shrink)

In his paper, The Transparency of Experience, M.G.F. Martin has put forward a well- known – though not always equally well understood – argument for the disjunctivist, and against the intentional, approach to perceptual experiences. In this article, I intend to do four things: (i) to present the details of Martin’s complex argument; (ii) to defend its soundness against orthodox intentionalism; (iii) to show how Martin’s argument speaks as much in favour of experiential intentionalism as it speaks in favour of (...) disjunctivism; and (iv) to argue that there is a related reason to prefer experiential intentionalism over Martin’s version of disjunctivism. (shrink)

The demand for more transparency is hardly ever questioned. When it is, it is generally questioned in the name of a protection of privacy. In a traditional liberal understanding, there is a non-alienable “right to privacy” (Warren/Brandeis, 1890). Many political struggles, however, involved ignoring such boundaries, and making public things that were meant to remain private (domestic violence, gender oppression, child abuse etc.). While holding that the distinction between private and public is necessary, it must remain mobile and subject to (...) renegotiation. Civil inattention highlights the importance of disregarding: disregarding what others we share the same public space with do, as long as it is not of public relevance; and disregarding such rules of privacy if a violation of basic human rights is taking place, in order to make such behaviour public. In some cases, disregard and ignorance can thus be a moral virtue. (shrink)

According to the thesis of transparency, subjects can attend only to the representational content of perceptual experience, never to the intrinsic properties of experience that carry this representational content, i.e., to “mental paint.” So far, arguments for and against transparency were conducted from the armchair, relying mainly on introspective observations. In this paper, we argue in favor of transparency, relying on the cognitive neuroscience of attention. We present a trilemma to those who hold that attention can be directed to mental (...) paint. Such attention is either first-order sensory, higher-order cognitive, or higher-order sensory attention. We argue that the notion of first-order sensory attention to mental paint is incompatible with the neuroscience of sensory attention; that higher-order cognitive attention to mental paint is irrelevant to transparency; and that the notion of higher-order sensory attention to mental paint has an apparently incoherent prediction. Via elimination, these considerations support the thesis of transparency. (shrink)

Automated algorithms are silently making crucial decisions about our lives, but most of the time we have little understanding of how they work. To counter this hidden influence, there have been increasing calls for algorithmic transparency. Much ink has been spilled over the informational account of algorithmic transparency—about how much information should be revealed about the inner workings of an algorithm. But few studies question the power structure beneath the informational disclosure of the algorithm. As a result, the information disclosure (...) itself can be a means of manipulation used by a group of people to advance their own interests. Instead of concentrating on information disclosure, this paper examines algorithmic transparency from the perspective of power, explaining how algorithmic transparency under a disciplinary power structure can be a technique of normalizing people’s behavior. The informational disclosure of an algorithm can not only set up some de facto norms, but also build a scientific narrative of its algorithm to justify those norms. In doing so, people would be internally motivated to follow those norms with less critical analysis. This article suggests that we should not simply open the black box of an algorithm without challenging the existing power relations. (shrink)

An important question in epistemology is whether the KK principle is true, i.e., whether an agent who knows that p is also thereby in a position to know that she knows that p. We explain how a “transparency” account of self-knowledge, which maintains that we learn about our attitudes towards a proposition by reflecting not on ourselves but rather on that very proposition, supports an affirmative answer. In particular, we show that such an account allows us to reconcile a version (...) of the KK principle with an “externalist” or “reliabilist” conception of knowledge commonly thought to make that principle particularly problematic. (shrink)

A representationalist analysis of strong first-person phenomena is developed (Baker 1998), and it is argued that conscious, cognitive self-reference can be naturalized under this representationalist analysis. According to this view, the phenomenal first-person perspective is a condition of possibility for the emergence of a cognitive first-person perspective. Cognitive self-reference always is reference to the phenomenal content of a transparent self-model. The concepts of phenomenal transparency and introspection are clarified. More generally, I suggest that the concepts of phenomenal opacity and phenomenal (...) transparency are interesting instruments for analyzing conscious, self-representational content, and that their relevance in understanding reflexive, i.e., cognitive subjectivity may have been overlooked in the past. (shrink)

Transparency and openness are broadly endorsed in energy and environmental modelling and analysis, but too little attention is given to the transparency of value-laden assumptions. Current practices for transparency focus on making model source code and data available, documenting key equations and parameter values, and ensuring replicability of results. We argue that, even when followed, these guidelines are insufficient for achieving deep transparency, in the sense that results often remain driven by implicit value-laden assumptions that are opaque to other modellers (...) and researchers, and that may not be understood by wider audiences to be controversial. This paper identifies additional best practices for achieving transparency by highlighting issues where disagreement over value judgements will persist for the foreseeable future. Recommendations for deepening transparency are developed by learning from successes and ongoing challenges represented in three case studies. We provide recommendations to accelerate the adoption of additional best practices for deepening transparency of energy and environmental modelling in policy-relevant domains, increasing stakeholder participation with non-modellers, and encouraging interdisciplinary dialogue. (shrink)

Modes of presentation (MOPs) are often said to have to be transparent, usually in the sense that thinkers can know solely via introspection whether or not they are deploying the same one. While there has been much discussion of threats to transparency stemming from externalism, another threat to transparency has gar- nered less attention. This novel threat arises if MOPs are robust, as I argue they should be according to internalist views of MOPs which identify them with represen- tational vehicles, (...) such as mental files. I explain how identifying MOPs with vehicles/files threatens trans- parency, provide empirical illustrations, and critically examine some attempts to dispel the threat. Rather than abandoning transparency, I outline a way of reconciling it with a robust view of mental files which takes seriously the idea that they are targets for investigation in cogni- tive science. Transparency does not require introspective access, and rather than as an incontrovertible principle for individuating MOPs, we can view it more modestly, as an open empirical hypothesis. (shrink)

The transparency of perceptual experience has been invoked in support of many views about perception. I argue that it supports a form of enactivism—the view that capacities for perceptual experience and for intentional agency are essentially interdependent. I clarify the perceptual phenomenon at issue, and argue that enactivists should expect to find a parallel instance of transparency in our agentive experience, and that the two forms of transparency are constitutively interdependent. I then argue that i) we do indeed find such (...) parallels: the way in which an action is directed towards its goal through our bodily movements parallels the way in which an experience is directed towards its object through our perceptual sensation, and ii) reflecting on sensorimotor skills shows why the two instances of transparency are constitutively interdependent. Section 4 gives reasons for generalizing beyond the cases considered so far by applying the enactive view to Kohler's landmark studies of perceptual adaptation. The final section clarifies the form of enactivism to which the previous sections point. The view that emerges is one whereby our perceptual and practical skills are interrelated aspects of a single capacity to have one's mind intentionally directed upon the world. The transparency of experience, on this view, is achieved in virtue of our capacities as agents as much as it is given in virtue of our capacities as perceivers. (shrink)

Transparency is the order of the day. It is a term, a slogan, that dominates public discourse about corruption and freedom of information. Considered crucial to democracy, it touches our political and economic lives as well as our private lives. Anyone can obtain information about anything. Everything—and everyone—has become transparent: unveiled or exposed by the apparatuses that exert a kind of collective control over the post-capitalist world. Yet, transparency has a dark side that, ironically, has everything to do with a (...) lack of mystery, shadow, and nuance. Behind the apparent accessibility of knowledge lies the disappearance of privacy, homogenization, and the collapse of trust. The anxiety to accumulate ever more information does not necessarily produce more knowledge or faith. Technology creates the illusion of total containment and the constant monitoring of information, but what we lack is adequate interpretation of the information. In this manifesto, Byung-Chul Han denounces transparency as a false ideal, the strongest and most pernicious of our contemporary mythologies. (shrink)

A possible way out to Kripke’s Puzzle About Belief could start from the rejection of the notion of epistemic transparency. Epistemic transparency seems, indeed, irremediably incompatible with an externalist conception of mental content. However, Brandom’s inferentialism could be considered a version of externalism that allows, at least in some cases, to save the principle of transparency. Appealing to a normative account of the content of our beliefs, from the inferentialist’s standpoint, it is possible to state that a content is transparent (...) when name-components of that content are a priori associated with some application conditions and, at the same time, reflection alone provides an a priori access to those application conditions, with no need of any empirical investigation. Nevertheless, such requirements are only met in trivial cases. The aim of this paper is to argue that some application conditions of that sort, albeit trivial, can be ontologically ampliative. As a result, the related contents can be regarded as transparent in a substantial and rich way. (shrink)

It has been claimed that photographs are transparent: we see through them; we literally see the photographed object through the photograph. Whether this claim is true depends on the way we conceive of seeing. There has been a controversy about whether localizing the perceived object in one's egocentric space is a necessary feature of seeing, as if it is, then photographs are unlikely to be transparent. I would like to propose and defend another, much weaker, necessary condition for seeing: I (...) argue that it is necessary for seeing that there is at least one way for me to move such that if I were to move this way, my view of the perceived object would change continuously as I move. Since this condition is not satisfied in the case of seeing objects in photographs, photographs are not transparent. (shrink)

In his paper, The Transparency of Experience, M.G.F. Martin has put forward a well- known – though not always equally well understood – argument for the disjunctivist, and against the intentional, approach to perceptual experiences. In this article, I intend to do four things: (i) to present the details of Martin’s complex argument; (ii) to defend its soundness against orthodox intentionalism; (iii) to show how Martin’s argument speaks as much in favour of experiential intentionalism as it speaks in favour of (...) disjunctivism; and (iv) to argue that there is a related reason to prefer experiential intentionalism over Martin’s version of disjunctivism. (shrink)

In this paper, we examine a number of relevant logics’ variable sharing properties from the perspective of theories of topic or subject-matter. We take cues from Franz Berto’s recent work on topic to show an alignment between families of variable sharing properties and responses to the topic transparency of relevant implication and negation. We then introduce and defend novel variable sharing properties stronger than strong depth relevance—which we call cn-relevance and lossless cn-relevance—showing that the properties are satisfied by the weak (...) relevant logics and , respectively. We argue that such properties address a sort of semantic lossiness of strong depth relevance. (shrink)

Over the past few decades, as philosophers of mind have begun to rethink the sharp divide that was traditionally drawn between the phenomenal character of an experience (what it’s like to have that experience) and its intentional content (what it represents), representationalist theories of consciousness have become increasingly popular. On this view, phenomenal character is reduced to intentional content. This article explores a key motivation for this theory, namely, considerations of experiential transparency. Experience is said to be transparent in that (...) we ‘look right through it’ to the objects of that experience, and this is supposed to support the representationalist claim that there are no intrinsic aspects of our experience. (shrink)

I argue that the transparency of experience provides the basis of arguments both for intentionalism -- understood as the view that there is a necessary connection between perceptual content and perceptual phenomenology -- and for the view that the contents of perceptual experiences are Russellian propositions. While each of these views is popular, there are apparent tensions between them, and some have thought that their combination is unstable. In the second half of the paper, I respond to these worries by (...) arguing that Russellianism is consistent with intentionalism, that their conjunction is consistent with both internalism about phenomenology and externalism about perceptual content, and that the resulting view receives independent support from the relationship between hallucination and thought. (shrink)

I highlight a neglected but striking phenomenological fact about our experiences: they have a pervasively spatial character. Specifically, all (or almost all) phenomenal qualities – roughly, the introspectible, philosophically puzzling properties that constitute ‘what it’s like’ to have an experience – introspectively seem instantiated in some kind of space. So, assuming a very weak charity principle about introspection, some phenomenal qualities are instantiated in space. But there is only one kind of space – the ordinary space occupied by familiar objects. (...) And the only objects appropriately located in ordinary space are outside the subject’s mind. This entails experiential externalism, the view that at least one phenomenal quality is instantiated outside the subject’s mind. Experiential externalism is incompatible with many leading theories of experience, including certain mental paint theories; some forms of representationalism; paradigmatic versions of sense-datum theory; and views on which no phenomenal qualities are instantiated. My argument is structurally similar to familiar arguments based on the ‘transparency of experience.’ However, I suggest, phenomenological intuitions about spatiality are considerably more stable than phenomenological intuitions about transparency. For many philosophers, transparency intuitions fade markedly with respect to non-standard experiences, including experiences associated with blurry or double vision. But spatiality intuitions remain robust even for these experiences. Thus, spatiality intuitions should be more dialectically effective than transparency intuitions for supporting experiential externalism. (shrink)

According to the transparency thesis, some conscious states are transparent or “diaphanous”. This thesis is often believed to be incompatible with an inner‐awareness account of phenomenal consciousness. In this article, I reject this incompatibility. Instead, I defend a compatibilist approach to transparency. To date, most attempts to do so require a rejection of strong transparency in favor of weak transparency. In this view, transparent states can be attended to by attending (in the right way) to the presented world: that is, (...) they are merely translucent. Here, I first argue that this understanding of transparency is too weak to qualify as a compatibilist view. Drawing on insights from Franz Brentano, I then describe a middle road between strong and weak transparency. The crucial idea is that, although transparent states cannot be attended to, they can be noticed (under suitable conditions). This view, I submit, allows supporters of inner awareness to commit themselves to a more interesting understanding of transparency—moderate transparency—that preserves the initial intuition underlying the transparency metaphor. (shrink)

In contemporary artificial intelligence, the challenge is making intricate connectionist systems—comprising millions of parameters—more comprehensible, defensible, and rationally grounded. Two prevailing methodologies address this complexity. The inaugural approach amalgamates symbolic methodologies with connectionist paradigms, culminating in a hybrid system. This strategy systematizes extensive parameters within a limited framework of formal, symbolic rules. Conversely, the latter strategy remains staunchly connectionist, eschewing hybridity. Instead of internal transparency, it fabricates an external, transparent proxy system. This ancillary system’s mandate is elucidating the principal system’s (...) decisions, essentially approximating its outcomes. Leveraging natural language processing as our analytical lens, this paper elucidates both methodologies: the hybrid method is underscored by the compositional vector semantics, whereas the purely connectionist method evolves as a derivative of neural semantic parsers. This discourse extols the merits of the purely connectionist approach for its inherent flexibility and for a pivotal delineation: segregating the explanatory apparatus from the operational core, thereby rendering artificial intelligence systems reminiscent of human cognition. (shrink)

My first aim in this paper is to show that the transparency claim cannot serve the purpose to which it is assigned; that is, the idea that perceptual experience is transparent is no help whatsoever in motivating an externalist account of phenomenal character. My second aim is to show that the internalist qualia theorist's response to the transparency idea has been unnecessarily concessive to the externalist. Surprisingly, internalists seem to allow that much of the phenomenal character of perceptual experience depends (...) essentially (and not just causally) upon externally located properties. They argue that we can also be aware of internal, non-intentional qualia. I present an alternative response the internalist can make to the transparency claim: phenomenal character is wholly internal, and seeming to be aware of externally located properties just is being aware of internally constituted experiential features. (shrink)

This paper presents and defends a way to add a transparent truth predicate to classical logic, such that and A are everywhere intersubstitutable, where all T-biconditionals hold, and where truth can be made compositional. A key feature of our framework, called STTT (for Strict-Tolerant Transparent Truth), is that it supports a non-transitive relation of consequence. At the same time, it can be seen that the only failures of transitivity STTT allows for arise in paradoxical cases.

La contribution part du constat qu’il existe actuellement peu d’exigences de transparence en ce qui concerne les algorithmes de justice prédictive qui seraient mis à la disposition des juges judiciaires et administratifs pour adopter des décisions de justice, en dépit des propositions formulées en ce sens. Elle recherche pourquoi de telles exigences devraient être imposées et comment elles pourraient être concrétisées. Elle expose dans un premier temps les raisons pour lesquelles de telles exigences seraient souhaitables, en rappelant les nombreux risques (...) inhérents aux algorithmes ( a fortiori dans l’optique de les mettre à disposition des juges dans un but de justice prédictive) et en démontrant que ces risques pourraient être contrebalancés par l’application d’exigences de transparence. Elle esquisse dans un second temps une proposition de concrétisation de ces exigences, en commençant par approfondir leurs fondements juridiques potentiels. Elle s’inspire des exigences de transparence administrative applicables aux administrations qui fondent des décisions individuelles sur des algorithmes pour proposer une modélisation d’exigences de transparence applicables aux magistrats pour ce qui concerne le degré d’utilisation d’algorithmes dans l’adoption de décisions de justice, dans le respect des prérogatives des magistrats et des garanties dont ils bénéficient. (shrink)

We are sceptical of concerns over the opacity of algorithmic decision tools. While transparency and explainability are certainly important desiderata in algorithmic governance, we worry that automated decision-making is being held to an unrealistically high standard, possibly owing to an unrealistically high estimate of the degree of transparency attainable from human decision-makers. In this paper, we review evidence demonstrating that much human decision-making is fraught with transparency problems, show in what respects AI fares little worse or better and argue that (...) at least some regulatory proposals for explainable AI could end up setting the bar higher than is necessary or indeed helpful. The demands of practical reason require the justification of action to be pitched at the level of practical reason. Decision tools that support or supplant practical reasoning should not be expected to aim higher than this. We cast this desideratum in terms of Daniel Dennett’s theory of the “intentional stance” and argue that since the justification of action for human purposes takes the form of intentional stance explanation, the justification of algorithmic decisions should take the same form. In practice, this means that the sorts of explanations for algorithmic decisions that are analogous to intentional stance explanations should be preferred over ones that aim at the architectural innards of a decision tool. (shrink)

This introductory chapter gives an overview of the emergent field of Critical Transparency Studies. Moreover, it traces some genealogical lines of how, from the eighteenth century onwards, what was known in Antiquity as an optical and aesthetic phenomenon—diaphaneity—came to stand for central concerns in self-knowledge, morality and politics. Such an analysis of the historical semantics of transparency highlights the irreducible plurality of the phenomenon. Against tendencies of seeing transparency as a means of achieving self-coincidence, unicity and self-stability, the chapter sketches (...) an alternative understanding of transparency as diaphaneity and fleshes out the dynamic, transversal and often conflictual nature of sense, making way for a more comprehensive understanding of the contradictions of social existence. (shrink)

Purpose The purpose of this paper is to identify the key roles of transparency in making artificial intelligence (AI) greener (i.e. causing lesser carbon dioxide emissions) during the design, development and manufacturing stages or processes of AI technologies (e.g. apps, systems, agents, tools, artifacts) and use the “explicability requirement” as an essential value within the framework of transparency in supporting arguments for realizing greener AI. Design/methodology/approach The approach of this paper is argumentative, which is supported by ideas from existing literature (...) and documents. Findings This paper puts forward a relevant recommendation for achieving better and sustainable outcomes after the reexamination of the identified roles played by transparency within the AI technology context. The proposed recommendation is based on scientific opinion, which is justified by the roles and importance of the two approaches (compliance and integrity) in ethics management and other areas of ethical studies. Originality/value The originality of this paper falls within the boundary of filling the gap that exists in sustainable AI technology and the roles of transparency. (shrink)

Corruption within the private sector has often not been dealt with in Brazil. Organizations may find corrupt acts in its operations or practices, but specific concepts and programs to avoid them are neither concrete nor clear. Some Brazilian stockholders have become aware of the risks involved in unethical procedures and are adopting the Best Practices of Corporate Governance initiative. International agencies have intensively supported organizations and governments in an effort to define policies that inhibit illegal or corrupt cultural habits throughout (...) the world, but Brazilian practitioners show insufficient response. Skepticism may indicate a lack of understanding about how an ethical leadership can guide employees, setting high standards for the organizational culture and climate, clearly defining limits of correct behavior, and creating appropriate codes of ethics. Transparency still has to be discovered as a significant tool to encourage professionalism in performance and reporting of data in Brazilian companies. In this article, we analyze the ethical behavior of the purchasing department of a multinational company in its host country, Brazil. It focuses specifically on the supplier–buyer relationship. The results indicate that despite the negative reputation Brazilians have in business ethics, a company can still develop a positive and ethical relationship with its stakeholders. Communication, transparency, compliance with the company’s code of conduct as well as the supplier’s awareness of the buyer’s code of conduct are the factors which influence the supplier–buyer relationship. Transparency can be used as a tool to reduce corruption, thereby increasing ethical behavior and company image. Good ethical behavior can help to build up a company’s image. (shrink)

Gareth Evans has observed that one merely needs to ‘look outward’ to discover one’s own beliefs. This observation of what has become known as belief ‘transparency’ has formed a basis for a cluster of views on the nature of introspection. These views may be well suited to account for our introspective access to beliefs, but whether similar transparency-based accounts of our introspective access to mental states other than belief can be given is not obvious. The question of whether a transparency-based (...) account can be generalized beyond beliefs is part of the larger issue whether introspection of different mental states can receive broadly the same account—whether introspection is unified. My aim is to examine one particularly thorough attempt at generalizing a transparency-based account of introspection due to Alex Byrne. I argue that the resulting view does not offer a unified account of introspection, even across a handful of mental states. In doing so, I highlight two difficulties most views on introspection that try to offer a unified account would have to face, even if they are not based in belief transparency. The subsequent move away from introspective unification has ramifications for several other philosophical debates, such as the architecture of the mind and our rationality. (shrink)

The use of Artificial Intelligence and Big Data in health care opens up new opportunities for the measurement of the human. Their application aims not only at gathering more and better data points but also at doing it less invasive. With this change in health care towards its extension to almost all areas of life and its increasing invisibility and opacity, new questions of transparency arise. While the complex human-machine interactions involved in deploying and using AI tend to become non-transparent, (...) the use of these technologies makes the patient seemingly transparent. Papers on the ethical implementation of AI plead for transparency but neglect the factor of the “transparent patient” as intertwined with AI. Transparency in this regard appears to be Janus-faced: The precondition for receiving help - e.g., treatment advice regarding the own health - is to become transparent for the digitized health care system. That is, for instance, to donate data and become visible to the AI and its operators. The paper reflects on this entanglement of transparent patients and (non-) transparent technology. It argues that transparency regarding both AI and humans is not an ethical principle per se but an infraethical concept. Further, it is no sufficient basis for avoiding harm and human dignity violations. Rather, transparency must be enriched by intelligibility following Judith Butler’s use of the term. Intelligibility is understood as an epistemological presupposition for recognition and the ensuing humane treatment. Finally, the paper highlights ways to testify intelligibility in dealing with AI in health care ex ante, ex post, and continuously. (shrink)

Transparency is now a fundamental principle for data processing under the General Data Protection Regulation. We explore what this requirement entails for artificial intelligence and automated decision-making systems. We address the topic of transparency in artificial intelligence by integrating legal, social, and ethical aspects. We first investigate the ratio legis of the transparency requirement in the General Data Protection Regulation and its ethical underpinnings, showing its focus on the provision of information and explanation. We then discuss the pitfalls with respect (...) to this requirement by focusing on the significance of contextual and performative factors in the implementation of transparency. We show that human–computer interaction and human-robot interaction literature do not provide clear results with respect to the benefits of transparency for users of artificial intelligence technologies due to the impact of a wide range of contextual factors, including performative aspects. We conclude by integrating the information- and explanation-based approach to transparency with the critical contextual approach, proposing that transparency as required by the General Data Protection Regulation in itself may be insufficient to achieve the positive goals associated with transparency. Instead, we propose to understand transparency relationally, where information provision is conceptualized as communication between technology providers and users, and where assessments of trustworthiness based on contextual factors mediate the value of transparency communications. This relational concept of transparency points to future research directions for the study of transparency in artificial intelligence systems and should be taken into account in policymaking. (shrink)

Intuitions about the transparency of experience have recently begun to play a key role in the debate about qualia. Specifically, such intuitions have been used by representationalists to support their view that the phenomenal character of our experience can be wholly explained in terms of its intentional content.[i] But what exactly does it mean to say that experience is transparent? In my view, recent discussions of transparency leave matters considerably murkier than one would like. As I will suggest, there is (...) reason to believe that experience is not transparent in the way that representationalism requires. Although there is a sense in which experience can be said to be transparent, transparency in this sense does not give us any particular motivation for representationalism—or at least, not the pure or strong representationalism that it is usually invoked to support. (shrink)

There has been much discussion over the last decade between so-called ‘de se skeptics’ and ‘de se exceptionalists’. The debate concerns claims made by John Perry and David Lewis in 1979 on the basis of some now-famous examples they introduced. In this paper, I argue that different problems and questions have commonly been conflated when approaching these issues, and I reframe the whole debate by appealing to two theses on the transparency of mental content that have been widely overlooked. These (...) theses are essential components of the view challenged by Perry and Lewis and are indispensable for understanding the proper nature of the debates and positions in the literature. After distinguishing among three frequently conflated questions, I conclude that Perry’s and Lewis’s examples indeed present a problem for the view they were targeting, but this is not necessarily related to self-locating thoughts or indexical expressions. I also argue that our commitments to potential ‘de se thoughts’ are contingent on our positions regarding the transparency theses. I conclude the paper by exploring the prospects of an approach that, unlike most proposed views, completely abandons the idea that thoughts are relations between agents and contents. (shrink)

Grounding-theoretic account of the notion of transparency relevant to the explanatory gap between the mental and physical.

In this essay, I want to take another look at the phenomenon of transparency and its relevance to qualia realism and representationalism. I don’t suppose that what I have to say will cause those who disagree with me to change their minds, but I hope not only to clarify my position and that of others who are on my side of the debate but also to respond to various criticisms and objections that have arisen over the last 10–15 years or (...) so.The transparency thesisI begin with four quotations, two from G. E. Moore, one from Gilbert Harman, and one from an earlier paper of mine:…that which makes the sensation of blue a mental fact seems to escape us; it seems, if I may use a metaphor, to be transparent — we look through it and see nothing but the blue… (Moore 1903, p. 446).When we try to introspect the sensation of blue, all we can see is the blue: the other element is as if it were diaphanous (Moore 1903, p. 450).When Eloise sees a tree before her, the colors she experiences are all experien. (shrink)