The question, “What norms are appropriate for the evaluation of the probative merits of visual arguments?” underlies the investigation of this paper. The notions of argument and of multimodal visual argument employed in the study are explained. Then four multimodal visual arguments are analyzed and their probative merits assessed. It turns out to be possible to judge these qualities using the same criteria that apply to verbally expressed arguments. Since the sample is small and not claimed to be representative, this (...) finding can at best be regarded as suggestive for the probative assessment of multimodal visual arguments in general. (shrink)

Lots of contextually sensitive expressions appear to have context invariant meanings that do not by themselves suffice to secure semantic values for those expressions in context. For example, suppose I say 1. She is smart. where I do not demonstrate any female, I don’t intend that some female is the semantic value of my use of ‘she’, no female is uniquely salient in the context of utterance, and no female has been under discussion. It would appear in such a case (...) that the context invariant meaning of ‘she’ does not secure a semantic value in context for my use of ‘she’, resulting in infelicity. After all, what would that semantic value in context be? This appears to show that the context invariant meaning of ‘she’ does not by itself secure semantic values in context for it. The class of expressions that are like ‘she’ in this respect is quite large. It arguably includes simple and complex demonstratives, tense, expressions taking implicit arguments, gradable adjectives, quantifiers, ‘only’, possessives, conditionals, modals and more. I call these expressions supplementives to highlight the fact that their context invariant meanings need to be supplemented in context for them to secure semantic values in context. I claim that supplementives differ from each other in the following two ways: 1. The degree to which normal speakers are explicitly aware that the expression is contextually sensitive. 2. The degree to which ordinary speakers are explicitly aware of what sort of semantic value in context the expression takes. I hold the view that semantic values in context for supplementives are fixed by recognizable speaker intentions. However, I argue that given the differences between supplementives with respect to 1 and 2, the intentions fixing the semantic values in context of supplementives that differ with respect to 1 and 2 will themselves be different, while still all being speaker intentions that some entity o be the semantic value of the use of the supplementive in context. (shrink)

This book examines Rousseau’s ideas about the natural transparency of human intention, the loss of this transparency in the opaque cities of Europe, and the possibility of its restoration within small republican communities. The author weaves together Rousseau’s provocative conjectures about transparency and opaqueness to provide an original interpretation of Rousseau’s political thought and its bearing on several contemporary controversies. He also argues that civic cooperation in Rousseau’s model republic requires mutual surveillance; that Hobbes’s argument for a sovereign state (...) assumes the natural opacity of human intention; and that Adam Smith’s “invisible hand” cannot efficiently coordinate the self-interested choices of opaque traders. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Rhetoric in History as Theory and Praxis: A Blast from the PastThomas B. FarrellPhilosophies of history have fallen on hard times. Grand comic metanarratives were the first casualty, auguring ironically in the futility of their own pronouncements. Positive and negative teleologies were next to fall. But if finalized themes and Utopian schemes are not exactly in vogue, it remains the case that history—as systematic documentation and reminiscence about the (...) past—is and must be ongoing. This is transparently because things that matter continue to happen: with ideas, cultures, nature itself. And even if we never really learn from history, all other things being equal, history has shown that it is helpful to keep careful records. In an age that personalizes nearly everything, it is easy enough to recognize the familiar dissociation of act and accountability on a personal scale. What may appear as nothing more serious than petty truancy for a person may become amnesia, revisionism, and much worse when the zone of accountability is widened, the deeds are deepened, the stakes are increased. In each case, the argument is the same: identification through a sort of opaque empathy. In short, you had to be there.I intend this essay to be a meditation on some of the ways my amorphousarea of study, rhetorical theory, finds itself implicated with history, some possible avenues it may open for invention and judgment in history. Time permitting, I will also hazard a speculation on that great chimera [End Page 323] that dangles before fields of scholarship and historical projects alike: that of progress.Aristotle’s famous definition of rhetoric, “that its function is not to persuade but to see the available means of persuasion in each case” (1991, 35), begins my inquiry in a productively ambiguous way. For one thing, the definition locates the function of rhetoric directly within the sphere of human history, through the terms available and in each case. For unless we believe that means of persuasion are fixed and that cases are eternally recurring, what the rhetorician “sees” must vary with the times. A second note maybe in order here. For Aristotle’s term for seeing, theoresai, also happens to be the Greek root term for what we call “theory.” In its most fundamental sense, then, the ocular-centered aesthetic of Greek tradition gives us theory as a mode of “seeing.” I could add at this point that this “seeing” needs to be shared with others and that there are many ways of “seeing,” but this maybe a less-than-productive ambiguity, given my aims here.Instead, I wish to consider three distinct construals of what sort of practice rhetoric is, along with some implications of these construals for the place of rhetoric as theory and practice in human history. These three construals are rhetoric as productive art, rhetoric as constitutive art, and rhetoricas inventional art.We begin with the conception of rhetoric as productive art. Simply put, this means that rhetoric makes things, prototypically speeches. Such a conception, like the other two I will be discussing, has ebbed and flowed throughout the long history of rhetorical tradition. The Sophists, when not purporting to teach virtue, did profess their competence in instructing other show to create persuasive documents. Such a preoccupation also appears in rhetorics of belles lettres and elocution. Today it can be found in modern composition curricula and in the rather different world of the professional speechwriter.There have been very few attempts to link an exclusively productive art conception of rhetoric to Aristotle and still fewer successful attempts. To view the matter this way, one would need to think of the Rhetoric and the Poetics as essentially parallel documents (one makes poems; the other, speeches). One would also have to ignore a wealth of disconfirming evidence. Nonetheless, Alan G. Gross is able to write (in the aptly titled collection Rereading Aristotle’s “Rhetoric”), “‘What did Aristotle mean by rhetoric?’ At this juncture, I can do little more than reiterate my claim that rhetoric is a productive art, and only a productive art” (2000, 35). George Kennedy, the translator of our earlier passage, sees the matter rather differently: “What [End Page 324] kind of... (shrink)

Exploring intentionality from an externalist perspective, I distinguish three kinds of intentionality in the case of seeing, which I call transparent, translucent, and opaque respectively. I then extend the distinction from seeing to knowing, and then to believing. Having explicated the three-fold distinction, I then critically explore some important consequences that follow from granting that (i) there are transparent and translucent intentional states and (ii) these intentional states are mental states. These consequences include: first, that existential opacity (...) is neither the mark of intentionality nor of the mental; second, that Sellars has not shown that all intentionality is non-relational; third, that a key Quinean argument for semantic indeterminacy rests on a false premise; fourth, that perceptual experience is intentional on Alston’s Theory of Appearing; fifth, that either some mental causation is more than internal physiological causation or some mental states are epiphenomenal. (shrink)

The Visible Medium. Opaque Interface and Non-Mimetic Immersivity -/- The relation of reciprocal co-implication that Merleau-Ponty formulates—and on which he insists throughout his work—between sense and the sensible, perception and expression, and then visible and invisible, transforms the way in which one conceives of the medium. Merleau-Ponty’s aesthetics reveals an idea of the medium as a support that erases itself in the act of conveying the signifi cation and also shakes the direct correlation between transparency and mimetic simulation. Understood (...) as the sensible thickness of the body opening onto the world, then as depth and écart that catalyzes vision, the medium, then, furnishes one of the defi nitions of fl esh, as the element of auto-mediation: connective tissue or fabric of communication that is at once écart and internal difference. Merleau-Ponty conceives of the medium as both that which renders and that which is rendered visible. It is therefore no longer an intermediary; it ceases to be an invisible mediator and becomes the opaque element that reveals in fi ligree the movement of gestaltic difference. It is from such a Merleau-Pontian conception of medium that one can begin to elaborate the complex issues posed by mediality in the post-medial age. The idea of a “visible medium” permits us to break with the confl ation of the simulation’s immersive effect and performance, which often informs the rhetoric concerning medias and new technologies, in order rather to think of an “opaque interface” or an “non-mimetic immersivity.” From such a conception of mediality we can equally understand the phenomenon of numerical convergence, not as the accomplishment of the suppression or dematerialization of the medium, as is the case with traditional theories, but as the point of departure for a return to the body as the condition of possibility for every aesthetic experience. (shrink)

This paper examines the paradoxical transparency involved in training machine-learning models. Existing literature typically critiques the opacity of machine-learning models such as neural networks or collaborative filtering, a type of critique that parallels the black-box critique in technology studies. Accordingly, people in power may leverage the models’ opacity to justify a biased result without subjecting the technical operations to public scrutiny, in what Dan McQuillan metaphorically depicts as an “algorithmic state of exception”. This paper attempts to differentiate the black-box abstraction (...) that wraps around complex computational systems from the opacity of machine-learning models. It contends that the degree of asymmetry in knowledge is greater in the former than the latter. In the case of software systems, software codes are difficult to understand as only software experts with sufficient domain knowledge are equipped to formulate a sound critique. In contrast, the meanings of trained parameters in a machine-learning model are obscure even to the data scientists who configure and train the model. Hence, the asymmetry of knowledge lies only in how data examples are collected, the choice and configuration of machine-learning models, and the specification of features in model design. Under the trend of algorithmic decision-making proliferating with machine-learning heuristics, the paper contends that the more symmetric distribution of knowledge in machine learning could lead to a more transparent production process if proper policies are in place. (shrink)

With automation of routine decisions coupled with more intricate and complex information architecture operating this automation, concerns are increasing about the trustworthiness of these systems. These concerns are exacerbated by a class of artificial intelligence that uses deep learning, an algorithmic system of deep neural networks, which on the whole remain opaque or hidden from human comprehension. This situation is commonly referred to as the black box problem in AI. Without understanding how AI reaches its conclusions, it is an (...) open question to what extent we can trust these systems. The question of trust becomes more urgent as we delegate more and more decision-making to and increasingly rely on AI to safeguard significant human goods, such as security, healthcare, and safety. Models that “open the black box” by making the non-linear and complex decision process understandable by human observers are promising solutions to the black box problem in AI but are limited, at least in their current state, in their ability to make these processes less opaque to most observers. A philosophical analysis of trust will show why transparency is a necessary condition for trust and eventually for judging AI to be trustworthy. A more fruitful route for establishing trust in AI is to acknowledge that AI is situated within a socio-technical system that mediates trust, and by increasing the trustworthiness of these systems, we thereby increase trust in AI. (shrink)

This essay takes a critical look at Jonathan Berg’s theory of direct belief. Berg’s analysis of the concept of direct belief is considered insightful, but doubts are raised concerning his generalization of the purely extensional truth conditional semantics of direct belief ascription sentences to the truth conditional semantics of all belief ascription sentences. Difficulties are posed that Berg does not discuss, but that are implied by the proposal that the truth conditional semantics of belief ascription sentences generally are those of (...) direct belief ascription sentences, and that once mentioned must enter into an evaluation of the proposition that by implication all beliefs are direct. Another line of objection concerns Berg’s second main thesis that the pragmatics as distinct from the semantics of belief ascription sentences can explain away apparent substitution failure validity breakdowns in belief ascription sentences as inappropriate utterances according to rules of roughly Gricean conversational implicature, rather than correspondence or non-correspondence with the facts about such things as what it is that people actually believe. These two parts of Berg’s argument, that the truth conditional semantics of all belief ascription sentences are those exclusively of direct belief ascription sentences, and that apparent substitution failure is effectively salva propria rather than salva veritate, are explored within the general framework of Berg’s thought experiment, eventually arriving at diametrically opposed conclusions, reflecting on what we believe comic book character Lois Lane believes and does not believe about Superman, and what she believes and does not believe about Clark Kent. (shrink)

Under what conditions does machine learning (ML) model opacity inhibit the possibility of explaining and understanding phenomena? In this article, I argue that nonepistemic values give shape to the ML opacity problem even if we keep researcher interests fixed. Treating ML models as an instance of doing model-based science to explain and understand phenomena reveals that there is (i) an external opacity problem, where the presence of inductive risk imposes higher standards on externally validating models, and (ii) an internal opacity (...) problem, where greater inductive risk demands a higher level of transparency regarding the inferences the model makes. (shrink)

Key issues in epistemology for the most part have to do with epistemic values such as justification, truth, and knowledge—that is, values related to the epistemic status of our propositional attitudes, mental events, and states. However, another important issue that is worth examining is the extent to which a subject is in a position to evaluate the strength of her epistemic position. In this paper, I wish to emphasize two properties of our mental states that play a decisive part in (...) that respect: their opacity and transparency. In the following, I will assume that a mental state is opaque whenever it presents itself with no underlying reason, whereas states that are supported by apparent reasons are transparent. One main argument that I will defend is that even when the opacity and transparency of our mental states are not reliable cues, still they remain highly informative. Notably, I draw some implications relative to the externalist/internalist debate in epistemology. I examine the claim that only mental states that are justified are well grounded or justification conferring and the idea that often stands behind, that is, that only states whose reasons are accessible are justified—namely, the Accessibility Requirement. I also examine the source of a recent debate in epistemology: the epistemic status of our intuitive states, as these are perfect instances of opaque mental states. I conclude that intuitive states in some respect are less misleading than states that are supported by apparent reasons. (shrink)

Matheus Valente presents a number of examples designed to show that my theory of reference fixing for demonstratives violates the desideratum that demonstrative thoughts should be transparent to speakers. In this note I argue that the alleged desideratum is not really such and defend my theory against other criticisms made by Valente.

This essay works on the role of trauma and forgetting in the subjective formations of the world-traveler and la nueva mestiza. I investigate how forgetting affects the resistant capacities of these figures. I argue throughout that the memory of the world-traveler is an opaque memory, which is unintelligible for the hegemonic demands of transparency, and which forms the silt upon which the resistant possibilities of the world-traveler rest. The first part elaborates María Lugones's conception of world-traveling in relation to (...) Gloria Anzaldúa's New Mestiza consciousness and Mariana Ortega's multiplicitous self. Here I draw attention to the role of opacity and forgetting in the ways in which one can inhabit a world. The second part develops the notions of trauma and haunting to establish the experiential memory of the world-traveler not as a traumatic rupture, but rather as a haunted memory that accompanies her travels. The last section turns to Édouard Glissant's notion of opacity as a resistant mechanism, which works not through the traumatic rupture of experience but rather through sedimentation of experience. (shrink)

In 2020, the European Union announced the award of the contract for the biometric part of the new database for border control, the Entry Exit System, to two companies: IDEMIA and Sopra Steria. Both companies had been previously involved in the development of databases for border and migration management. While there has been a growing amount of publicly available documents that show what kind of technologies are being implemented, for how much money, and by whom, there has been limited engagement (...) with digital methods in this field. Moreover, critical border and security scholarship has largely focused on qualitative and ethnographic methods. Building on a data feminist approach, we propose a transdisciplinary methodology that goes beyond binaries of qualitative/quantitative and opacity/transparency, examines power asymmetries and makes the labour of coding visible. Empirically, we build and analyse a dataset of the contracts awarded by two European Union agencies key to its border management policies – the European Agency for Large-Scale Information Systems (eu-LISA) and the European Border and Coast Guard Agency (Frontex). We supplement the digital analysis and visualisation of networks of companies with close reading of tender documents. In so doing, we show how a transdisciplinary methodology can be a device for making datafication ‘intelligible’ at the European Union borders. (shrink)

The article is devoted to study of totalitarian and democratic types of rhetoric. The classical dichotomy of rhetorical influence has been discovered: monologic use of rhetoric as a verbal weapon through propaganda, demagoguery, populism, creation of the image of an enemy, division of society and dialogical use of rhetoric as consolidating communication, truth-seeking, social consent and understanding. It is shown that the trigger of democratic and totalitarian regimes is the existential of freedom. The active influence of the postmodern rhetoric (...) of the information age in its performativity in the acquisition of snack culture is determined, which significantly strengthens the manipulative strategies. Totalitarian tendencies of digital rhetoric are found in information warfare technologies, in the processes of censorship, ambivalence and negativism of information, spreading fake news, igniting conflicts in mass media. Militarization of vocabulary and spread of obscene language in ordinary communication as factors of compensatory aggression of the population, the danger of excessive information transparency of people’s private lives are noted. Democratism of the digital rhetoric is manifested in such phenomena as the direct creation of e-democracy, access of citizens to e-voting, e-services, e-petitions, overcoming digital inequality, the ability to communicate with officials and public officers live on TV and radio, in social networks. Democratic principles of rhetoric, especially in Ukraine as a state of “transitional democracy” should be supported by quality education, fostering critical thinking and activity of civil society. (shrink)

The ongoing explosion of interest in artificial intelligence is fueled in part by recently developed techniques in machine learning. Those techniques allow automated systems to process huge amounts of data, utilizing mathematical methods that depart from traditional statistical approaches, and resulting in impressive advancements in our ability to make predictions and uncover correlations across a host of interesting domains. But as is now widely discussed, the way that those systems arrive at their outputs is often opaque, even to the (...) experts who design and deploy them. Is it morally problematic to make use of opaque automated methods when making high-stakes decisions, like whether to issue a loan to an applicant, or whether to approve a parole request? Many scholars answer in the affirmative. However, there is no widely accepted explanation for why transparent systems are morally preferable to opaque systems. We argue that the use of automated decision-making systems sometimes violates duties of consideration that are owed by decision-makers to decision-subjects, duties that are both epistemic and practical in character. Violations of that kind generate a weighty consideration against the use of opaque decision systems. In the course of defending our approach, we show that it is able to address three major challenges sometimes leveled against attempts to defend the moral import of transparency in automated decision-making. (shrink)

The increasing demand for transparency in AI has recently come under scrutiny. The question is often posted in terms of “epistemic double standards”, and whether the standards for transparency in AI ought to be higher than, or equivalent to, our standards for ordinary human reasoners. I agree that the push for increased transparency in AI deserves closer examination, and that comparing these standards to our standards of transparency for other opaque systems is an appropriate starting point. I suggest that (...) a more fruitful exploration of this question will involve a different comparison class. We routinely treat judgments made by highly trained experts in specialized fields as fair or well-grounded even though—by the nature of expert/layperson division of epistemic labor—an expert will not be able to provide an explanation of the reasoning behind these judgments that makes sense to most other people. Regardless, laypeople are thought to be acting reasonably—and ethically—in deferring to the judgments of experts that concern their areas of specialization. I suggest that we reframe our question regarding the appropriate standards of transparency in AI as one that asks when, why, and to what degree it would be ethical to accept opacity in AI. I argue that our epistemic relation to certain opaque AI technology may be relevantly similar to the layperson’s epistemic relation to the expert in certain respects, such that the successful expert/layperson division of epistemic labor can serve as a blueprint for the ethical use of opaque AI. (shrink)

Goal – The aim of the article is to identify dysfunctional phenomena (implementation of specific mechanisms/solutions and actions taken), generating increased opacity and limit the responsibility/accountability of public finance in Poland, exacerbated by the COVID-19 crisis. Methods – descriptive analysis, comparative analysis and financial analysis methods were used. Results – fiscal transparency and accountability in Poland is limited by: the marginalisation of the role of the state budget, the loosening of the stabilising expenditure rule, the creation of financial mechanisms based (...) on special funds fed by repayable financing sources for the implementation of state tasks, inter alia, in the fight against the effects of the COVID-19 crisis, the use of national and EU methodologies for calculating the deficit and debt of the public sector in order to conceal part of them, the lack of a consolidated financial statement of the public finance sector. (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)

In a novel move against Russellianism, Heck (2014) has argued that reports of the form S believes that p are semantically opaque on the grounds that there are no other means in English to report psychologically individuated beliefs, such as those Lois Lane reports using the names ‘Superman’ and ‘Clark Kent.’ I show that there are several other ways to meet this need. I focus on quotational reports of the form S believes “p,” which philosophers have overlooked or mischaracterized. (...) I argue that reports of this form are no more metalinguistic than those using the complementizer that. In both, the meaning of the report depends on the meaning, not the form, of the complement. Some distinguishing features of non-metalinguistic quotational reports are that their complements force “deictic shift” and have no transparent interpretation. Free direct speech and thought bubbles have the same properties. The “q-ascriptions” McCullagh (2017a) proposed to defend Russellianism against Heck are not in common use and on his account are unsuitably metalinguistic. The fact that quotational belief reports are opaque without being metalinguistic makes the Russellian thesis that the meaning of a name is its referent untenable, thereby undermining Russellianism about belief reports. (shrink)

It is a common metaphor that the text is a window onto the world that it depicts. I want to explore this metaphor and the insights it may offer us for better understanding legal interpretation. As in the opening epigraph from James Boyd White, I shall develop the metaphor of the text as window in three ways: the text may be transparent, opaque, or translucent. My goal will be to argue that the best way to understand legal interpretation (...) is to conceive of the legal text as translucent, but along the way I will compare the merits also of considering the legal text as either transparent or opaque. (shrink)

This ambitious book examines the notion of legal transparency from a unique cultural and historical perspective. Drawing from their combined academic and practical experience with both Chinese and Western legal traditions, authors John Head and Xing Lijuan explore how an intense debate — pitting legal transparency against legal opaqueness — unfolded in dynastic Chinese law, which began in the dark mists of history and ended formally just over a hundred years ago. They rely on a wide range of both Western (...) and Chinese sources to explain how that great debate was resolved in the early Han Dynasty (around the third century BCE) in a way that molded Chinese law into a sophisticated legal system that for roughly two millennia balanced definitiveness with vagueness, predictability with flexibility, and egalitarianism with privilege — and that reflected cultural values still resonating in China today. Legal Transparency in Dynastic China presents a clear narrative that assumes no prior expertise in Chinese law or history, and it caters to readers interested in issues of good governance, comparative studies, China, history, and law. The book begins by defining “legal transparency” and explaining where it fits into the larger context of the transparency-in-government movement that has gained such momentum in recent years, especially at the urging of Western powers. Then the book explains the fundamentally different values espoused by early Confucianists, for whom society is best governed not through written law but through the exemplary behavior of a highly educated, virtuous, and enlightened elite. After tracing the political and ideological challenges that the Confucianists faced from the Legalists, Head and Xing examine the compromise that resulted in the so-called “Confucianization of the Law” around 200 BCE. They then show how that alloy of competing ideologies characterized Chinese dynastic law for many centuries, resulting in what some would consider the most enduring and effective legal system in human history. (shrink)

Our lives are guided by habits. Most of the activities we engage in throughout the day are initiated and carried out not by rational thought and deliberation, but through an ingrained set of dispositions or patterns of action—what Aristotle calls a hexis. We develop these dispositions over time, by acting and gauging how the world responds. I tilt the steering wheel too far and the car’s lurch teaches me how much force is needed to steady it. I come too close (...) to a hot stove and the burn I get inclines me not to get too close again. This feedback and the habits it produces are bodily. They are possible because the medium through which these actions take place is a physical, sensible one. The world around us is, in the language of postphenomenology, an opaque one. We notice its texture and contours as we move through it, and crucially, we bump up against it from time to time. The digital world, by contrast, is largely transparent. Digital media are designed to recede from view. As a result, we experience little friction as we carry out activities online; the consequences of our actions are often not apparent to us. This distinction between the opacity of the natural world and the transparency of the digital one raises important questions. In this chapter, I ask: how does the transparency of digital media affect our ability to develop healthy habits online? If the digital world is constructed precisely not to push back against us, how are we supposed to gauge whether our actions are good or bad, for us and for others? The answer to this question has important ramifications for a number of ethical, political, and policy debates around issues in online life. For in order to advance cherished norms like privacy, civility, and fairness online, we need more than good laws and good policies—we need good habits, which dispose us to act in ways conducive to our and others’ flourishing. (shrink)

Since the 1990s the so-called transparency of experience has played a crucial role in core debates in philosophy of mind. However, recent developments in the literature have made transparency itself quite opaque. The very idea of transparent experience has become quite fuzzy, due to the articulation of many different notions of transparency and transparency theses. Absent a unified logical space where these notions and theses can be mapped and confronted, we are left with an overall impression of conceptual (...) chaos. This is a problem, given the constant and ubiquitous references to transparency in the literature and its prominent position in the contemporary philosophy of mind. My goal in this paper is to restore clarity through proper analysis of the mutual relations between the different transparency theses. This allows me to uncover a unitary multidimensional logical space where existing (as well as possible) views can be properly singled out and located. (shrink)

La question de ce petit livre est simple : peut-on aller au-delà du constat de crise et d'impuissance dont le philosophe se fait le prophète depuis plus d'un siècle? Peut-on parler de la science sans complexe d'infériorité, de Dieu sans obscurantisme, d'existence sans tomber dans la banalité du café du commerce, de politique sans consacrer le cynisme, de morale sans faire dans le sermon? Bref, la philosophie peut-elle aider à faire comprendre et à dépasser les apories du temps présent qu'elle (...) a fait siennes, comme un malade ressasse sa propre maladie pour se donner le sentiment qu'ainsi il peut la mettre à distance à défaut de la vaincre? Toutes ces questions sont aujourd'hui les nôtres, et il ne faut pas avoir peur de parler des grands problèmes qui agitent les hommes depuis l'aube des temps, car si la philosophie a un sens, c'est bien en ce qu'elle envisage les questions ultimes dans une plus ou moins grande systématicité selon les époques. (shrink)

Many artificial intelligence (AI) systems currently used for decision-making are opaque, i.e., the internal factors that determine their decisions are not fully known to people due to the systems’ computational complexity. In response to this problem, several researchers have argued that human decision-making is equally opaque and since simplifying, reason-giving explanations (rather than exhaustive causal accounts) of a decision are typically viewed as sufficient in the human case, the same should hold for algorithmic decision-making. Here, I contend that (...) this argument overlooks that human decision-making is sometimes significantly more transparent and trustworthy than algorithmic decision-making. This is because when people explain their decisions by giving reasons for them, this frequently prompts those giving the reasons to govern or regulate themselves so as to think and act in ways that confirm their reason reports. AI explanation systems lack this self-regulative feature. Overlooking it when comparing algorithmic and human decision-making can result in underestimations of the transparency of human decision-making and in the development of explainable AI that may mislead people by activating generally warranted beliefs about the regulative dimension of reason-giving. (shrink)

This book critically engages with the idea of transparency whose ubiquitous demand stands in stark contrast to its lack of conceptual clarity. The book carefully examines this notion in its own right, traces its emergence in Early Modernity and analyzes its omnipresence in contemporary rhetoric. Today, transparency has become a catchword outplaying other Enlightenment values like empowerment, sincerity and the notion of a public sphere. In a suspicious manner, transparency is entangled in the discourses on power, surveillance, and self-exposure. Bringing (...) together prominent scholars from the emerging field of Critical Transparency Studies, the book offers a map of the various sites at which transparency has become virulent and connects the dots between past and present. By studying its appearances in today’s hyper-mediated economies of information and by linking it back to its historical roots, the book analyzes transparency and its discontents, and scrutinizes the reasons why it has become the imperative of a supposedly post-ideological age. (shrink)

Durán et al argue in ‘Who is afraid of black box algorithms? On the epistemological and ethical basis of trust in medical AI’1 that traditionally proposed solutions to make black box machine learning models in medicine less opaque and more transparent are, though necessary, ultimately not sufficient to establish their overall trustworthiness. This is because transparency procedures currently employed, such as the use of an interpretable predictor,2 cannot fully overcome the opacity of such models. Computational reliabilism, an alternate (...) approach to adjudicating trustworthiness that goes beyond transparency solutions, is argued to be a more promising approach. CR can bring the benefits of traditional process reliabilism in epistemology to bear on this problem of model trustworthiness. Durán et al ’s explicitly reliabilist epistemology to assess the trustworthiness of black box models is a timely addition to current transparency-focused approaches in the literature. Their delineation of the epistemic from the ethical also serves the debate by clarifying the nature of the different problems. However, their overall account underestimates the epistemic value of certain transparency-enabling approaches by conflating different types of opacity and also oversimplifies transparency-advocating arguments in the literature. First, it is unclear why Durán et al consider transparency approaches as insufficient to overcome epistemic opacity, if heiraccount of opacity is the traditional one from the machine learning literature: opacity stemming from the mismatch between mathematical optimisation in high dimensionality that is characteristic of machine learning and the demands of human-scale reasoning and styles of semantic interpretation.3 …. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Rhetoric and PhilosophyMartin WarnerPeter Ramus continues to muddy the waters where philosophers meet rhetoric. Aristotle defined rhetoric in terms of the modes of persuasion as an independent discipline, the counterpart of dialectic. Ramus’s sixteenth century revision of the intellectual map reclassified it as at best an adjunct of dialectic, to be conceived in terms of elocutio and pronunciatio, an approach that in the English-speaking world led to its reduction (...) to mere ornamentation—the application of figures and tropes—opening the way to Stoppard’s (anachronistic) debasement: 1Guildenstern: What in God’s name is going on?Rosencrantz: Foul! No rhetoric. Two-one.Both approaches are current, which makes for confusion. Two characteristic examples will suffice. The approach to rhetoric of Jeff Mason’s Philosophical Rhetoric is broadly Aristotelian but Roger Crisp’s review criticizes the book on the ground that “some philosophers just do not employ rhetorical techniques,” techniques which are broadly identified with the figures and tropes. Similarly, my own introduction to The Bible as Rhetoric opens by defining rhetoric in Aristotelian terms, but the Times Literary Supplement reviewer—evidently a closet Ramist—takes one of my contributors to task for using the word “rhetoric” in his title but providing “very little in the way of an examination of... linguistic features.” 2These examples illustrate the way two main conceptions of rhetoric appear to be at play when philosophers discuss the topic; one is concerned with the means of persuasion, the other with qualities of [End Page 106] style. Of course these cannot always easily be separated, for it may be that certain qualities of style figure prominently among the available means of persuasion, but a useful test of the conception an individual has of the topic may be judged by how he or she reacts to the (deliberately provocative) opening sentence of my introduction to The Bible as Rhetoric: “Rational argument is one of the most effective rhetorical modes we know.” Mason’s conception of the “plain style” of the philosophical logicians as rhetorical style fits this Aristotelian approach well, but for the more Ramist Crisp such examples are “unlikely candidates” for rhetorical status and Mason’s conception “forced.” So it may be as well to consider contemporary work on the philosophy/rhetoric borderline under two heads: the Ramist and the Aristotelian. But that borderline itself invites a further distinguo; philosophical analysis of rhetoric and rhetorical analysis of philosophy, though this distinction, too, is not absolute. This gives us a convenient set of quadrants, so for expository purposes I shall consider the contemporary relations between rhetoric and philosophy under four main heads.First, philosophical analysis of “rhetoric” understood in a stylistic or Ramist sense. Here the most significant work has been on metaphor, conceived as a “trope,” and related rhetorical devices. Whereas with “figures” the meaning of each individual word remains the same inside the figure as outside it, with the trope the matter is different. Quintilian defined a “trope” (or “turn”) as “the artistic alteration of a word or phrase from its proper meaning (significatione) to another,” 3 which suggests that use can determine meaning—and with this claim we are at the heart of a philosophical storm centre.It is conventional to distinguish between syntax (the study of formal relationships between expressions), semantics (in the narrower sense, as the study of the relations between linguistic items and the non-linguistic items to which they typically apply), and pragmatics (the study of the relations between linguistic expressions and the use or users of these expressions). One very powerful strand in contemporary philosophy of language sees matters concerning meaning and truth as analyzable in terms of the first two categories without any essential reference to linguistic use or users. Behind this lies a history going back at least to the Enlightenment project of a universal language or “character” in which each word would relate to a different idea and the syntax be transparent; Leibniz’s logical work was in part intended as a contribution to the syntax of the universal character, and although the semantics proved intractable, the logical positivist movement—with post-Leibnizian [End Page 107] logical syntax providing the framework within which... (shrink)

I present the contours of an explanatory model of legitimacy that directs the focus away from normative questions and onto specific mechanisms of reality construction at play in constituting social orders. The key assumption informing the model is that stable orders rely fundamentally on their capacities to construct separate spheres of social reality, by which they exempt critical parts of reality from the burden of legitimation. I argue that an order's legitimacy ultimately depends on its ability to confine the question (...) of legitimacy by relegating authorship of reality to opaque sources that are separated epistemically from the institutional order. The effective reification of critical zones of reality is shown to be a functional precondition for institutional stability. I show that capitalist democracy, in particular, depends on this mode of constructing ‘passive legitimacy’, which constitutes a key obstacle for any attempt to transform it towards an ecologically and socially sustainable formation. (shrink)

Though far from new, the rhetoric of transparency is on the ascent in public and political life. It is cited as the answer to a vast array of social, political, financial and corporate problems. With the backing of a ‘movement’, transparency has assumed the position of an unassailable ‘good’. This article asks whether the value ascribed to transparency limits political thinking, particularly for the radical and socialist Left. What forms of politics, ethics, of being-in-common, might it be possible to think (...) if we pay attention to secrecy rather than transparency? (shrink)

If updating with E has the same result across all epistemically possible worlds, then the agent has no uncertainty as to the behavior of the update, and we may call it a transparent update. If an agent is uncertain about the behavior of an update, we may call it opaque. In order to model the uncertainty an agent has about the result of an update, the same update must behave differently across different possible worlds. In this paper, I (...) study opaque updates using a simple system of dynamic epistemic logic suitably modified for that purpose. The paper highlights the connection between opaque updates and the dynamic-epistemic principles Perfect-Recall and No-Miracles. I argue that opaque updates are central to contemporary discussions in epistemology, in particular to externalist theories of knowledge and to the related problem of epistemic bootstrapping, or easy knowledge. Opaque updates allow us to explicitly investigate a dynamic form of uncertainty, using simple and precise logical tools. (shrink)

This study used priming paradigm with lexical decision task to examine the effects of different levels of semantic relatedness on the identification of Chinese phonetic–semantic compound characters. Unlike previous studies that simply classify Chinese compound characters as semantically transparent or opaque, we categorize the semantic relatedness between semantic radicals and the target characters containing them into five levels: highly related, moderately related, minimally related, unrelated but sharing the semantic radical, and unrelated without sharing the semantic radical. Moreover, three (...) stimulus-onset asynchrony s were used in this study to dissociate the radical- and character-level semantic priming effects. Results revealed a graded priming effect of the semantic radical on character recognition in Chinese readers for all SOAs. More specifically, the facilitative effect of the semantic radical on character processing was most evident for the high condition, followed by the minimal, form-only, and control conditions. This suggests a graded priming effect of the semantic radical on character identification. (shrink)

: The present work analyses Content Moderation, focusing on ethical concerns and cognitive effects. Starting from a general description and history of the moderation process, it stresses some ethical problems: quality of moderation, transparency, and the working conditions of human moderators. Using some of Facebook leaked slides offering examples of moderation, we define some controversial rules and principles for Commercial Content Moderation. These examples highlight a general lack of coherency and transparency, which has the potential to affect users’ cognitive attitudes, (...) their perception of reality, and their freedom of speech. Such effects are studied in comparison to other well-known online cognitive phenomena and in relation to the most recent dedicated legislation in EU countries. The current Content Moderation scheme leaves users at risk of specific cognitive distortions, highlighting the urgent need for greater transparency throughout the moderation process and better working conditions for moderators. Keywords: Content Moderation; Freedom of Speech; Epistemic Bubble; Technology Ethics Commercial Content Moderation: un oscuro labirinto per la libertà d’espressione e le opinioni degli utenti Riassunto: Il presente lavoro offre un’analisi approfondita della moderazione di contenuti, concentrandosi sulle problematiche etiche e sugli effetti cognitivi. A partire da una introduzione ai concetti chiave e alla storia della moderazione di contenuti online, si concentra su alcuni problemi etici primari: la qualità della moderazione, la sua trasparenza e le condizioni di lavoro dei lavoratori. Utilizzando dei documenti formativi interni di Facebook, pubblicati da un quotidiano e dagli esempi in essi contenuti, definiremo le controverse regole e i principi della Commercial Content Moderation. Ne emerge una generale mancanza di coerenza organizzativa e di trasparenza nel processo, che mostra potenziali effetti dannosi sulle attitudini degli utenti, sulla loro percezione della realtà e la loro libertà di parola. Tali effetti saranno studiati in confronto con i più conosciuti effetti cognitivi del mondo dei social ed in relazione alle più recenti disposizioni di leggi europee in merito. Gli schemi attualmente in uso producono degli specifici effetti di distorsione cognitiva e conseguentemente mostrano l’importanza di una maggiore attenzione alla trasparenza del processo e alle condizioni di lavoro dei moderatori. Parole chiave: Moderazione di contenuti; Libertà di parola; Bolla epistemica; Etica della tecnologia. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:The Rhetoric of St. Augustine of Hippo: "De Doctrina Christiana" and the Search for a Distinctly Christian RhetoricCalvin L. TroupThe Rhetoric of St. Augustine of Hippo: "De Doctrina Christiana" and the Search for a Distinctly Christian Rhetoric by Ed. Richard Leo Enos and Roger Thompson Waco, TX: Baylor University Press, 2008. Pp. 420. $44.95, paperback.Is De doctrina christiana (DDC), by Saint Augustine, bishop of Hippo, a narrow appropriation (...) of the rhetorical tradition to serve the limited purposes of sectarian religion? Or does DDC extend and expand the rhetorical tradition in a transitional historical moment? One is often led to different conclusions when reading about Augustine than when actually reading Augustine, even in translation. The Rhetoric of St. Augustine of Hippo: "De Doctrina Christiana" and the Search for a Distinctly Christian Rhetoric offers students of rhetoric an opportunity to do both: to read Augustine, in Latin and in English translation and to locate Augustine definitively within the scholarly tradition of rhetoric and philosophy. The volume offers formative essays by Charles Sears Baldwin and James J. Murphy, introduces basic arguments about how Augustine's rhetoric emerged amid the turbulence of the late Roman Empire through the work of Ernest Fortin and Michael Leff, and offers more recent engagements with DDC in essays by Gerard Watson, David W. Tracy, and John D. Schaeffer. However, what makes the volume indispensable for students of philosophy [End Page 86] and rhetoric is the reproduction of the complete work of Sister Theresa Sullivan on DDC, book IV (DDC IV)—the Latin text, her translation, her notes, and the front matter of her original version (Sullivan's English translation and notes were anthologized in both the first and second editions of The Rhetorical Tradition: Readings from Classical Times to the Present, edited by Patricia Bizzell and Bruce Hezberg).Every generation needs examples of good scholarship that does not take shortcuts. Sullivan's work captures the careful craft of close work with an ancient text. Thanks to Enos and Thompson et al., Sullivan's impressive scholarship anchors this fine volume. I first review Sullivan's contributions in the book, then comment briefly on the essays that contextualize her work within the broader sphere of rhetorical scholarship on DDC IV. Why is Sullivan's work indispensible? First, the Latin text set beside the translation is unique to English translations of DDC IV currently in print. The quality of Sullivan's translation is evident. The Latin text also reminds us to consider the text as it might sound to Latin/Roman ears and foregrounds the enigmatic process of translating an ancient, complex text. Second, the commentary elevates the significance of DDC for philosophy and rhetoric. Sullivan dispenses with a great deal of nonsense about DDC in a few simple lines. For example, she demonstrates Augustine's deep knowledge and reliance on a broad spectrum of the received philosophical tradition in rhetoric. The notes correlate Augustine with Cicero in ways obvious in the Latin but opaque in translation and similarly show how DDC IV incorporates rhetorical theory from Aristotle, the Ad Herrennium, Quintilian, and Plato (e.g., see notes on 130–35). Third, Sullivan's front matter presents impressive research on textual authenticity of the Latin text of DDC as well as translation and publication histories for DDC IV and the book as a whole. She fixes the date and occasion of the writing of DDC IV with precision. The sources and parallels from Greco-Roman rhetorical theory are unmatched in the literature. These features alone are worth the cost of The Rhetoric of St. Augustine of Hippo.The remainder of the volume presents a faithful account of a received rhetorical tradition: Augustine's DDC preserves the tradition of rhetoric and philosophy into and through the Middle Ages. Most of the essays correspond with Sullivan's work, featuring DDC IV, which could give the impression that the place to find Augustine's rhetoric is in DDC IV. However, Enos and Thompson et al. do not seem to fall into this trap. Rather, the book suggests that DDC IV is a door to fuller engagement with Augustine. Some indices within the rhetorical tradition do read Augustine and... (shrink)

Scientists depend on complex computational systems that are often ineliminably opaque, to the detriment of our ability to give scientific explanations and detect artifacts. Some philosophers have s...

The General Data Protection Regulation (GDPR) of the EU confirms the protection of personal data as a fundamental human right and affords data subjects more control over the way their personal information is processed, shared, and analyzed. However, where data are processed by artificial intelligence (AI) algorithms, asserting control and providing adequate explanations is a challenge. Due to massive increases in computing power and big data processing, modern AI algorithms are too complex and opaque to be understood by most (...) data subjects. Articles 15 and 22 of the GDPR provide a modest regulatory framework for automated data processing by, among other things, mandating that data controllers inform data subjects about when it is being used, and its logic and ramifications. Nevertheless, due to the phrasing of the articles and the numerous exceptions they allow, doubts have arisen about their effectiveness. In this paper, we empirically evaluate the quality and effectiveness of AI disclosures as mandated by the GDPR. By means of an online survey (N = 835), we investigated how data subjects expect to be informed about the automated processing of their data. We then conducted a content analysis of the AI disclosures of N = 100 companies and organizations. The combined findings reveal that current GDPR-mandated disclosures do not meet the expectations and needs of data subjects. Explanations drawn up following the guidelines of the generic formulations of the GDPR differ widely and are often vague, incomplete and lack transparency. In our conclusions we identify a path towards standardizing and optimizing AI information notices. (shrink)

Summary Verbs of creation (create, make, paint) are not transparent. The object created does not exist during the event time but only thereafter. We may call this type of opacity temporal opacity. I is to be distinguished from modal opacity, which is found in verbs like owe or seek. (Dowty, 1979) offers two analyses of creation verbs. One analysis predicts that no object of the sort created exists before the time of the creation. The other analysis says that the (...) object exists throughout the act of creation. I investigate three theories: Theory I says that no object of the sort created and which is caused by the very act of creation exists before the creation. In this theory, verbs of creation must embed a property. Theory II can regard the indefinite object of a creation verb as a quantifier and gives it wide scope with respect to the verb. The theory has to make sure that the objects quantified over exist only after the event. While Theory I and II start from the assumption that the extension of all nouns depend on time, Theory III says that Individual Level predicates do not depend on time. This ontology will enable us to treat verbs of creation as first order relations. The theory will entail that a picture does not mean the same as there is a picture. The paper discusses various approaches to the problem: Krifka, Parsons, Landman, Kratzer and Zucchi. (shrink)

This paper explores in detail Gorgias' defense of rhetoric in Plato 's Gorgias, noting its connections to earlier and later texts such as Aristophanes' Clouds, Gorgias' Helen, Isocrates' Nicocles and Antidosis, and Aristotle's Rhetoric. The defense as Plato presents it is transparently inadequate; it reveals a deep inconsistency in Gorgias' conception of rhetoric and functions as a satirical precursor to his refutation by Socrates. Yet Gorgias' defense is appropriated, in a streamlined form, by later defenders of rhetoric such as Isocrates (...) and Aristotle. They present it as an effective reductio against a critique of rhetoric that depends on the "harm criterion." This is puzzling, since Plato 's own critique of rhetoric does not depend on the harm criterion. On the other hand, Plato does seem to embrace the harm criterion as a more general principle—as if pre-emptively embracing the reductio —in his arguments about the good in the Meno and Euthydemus. Nonetheless, Isocrates and Aristotle seem to be deliberately misreading Plato on rhetoric: where he intends to criticize its intrinsic nature, they respond as if he were merely complaining about its contingent effects. (shrink)

Corporate disclosure and reporting of information has become synonymous with transparency which in discourses idealising its value is part of the rhetoric of good governance. This notion is overtly conveyed in principles and codes of corporate governance practice which have proliferated globally over the last three decades. The possibility for transparency to conceal more than is revealed is considered with regard to corporate communication of information, with the consequence that power and real knowledge of the corporate behavioural agenda remains in (...) corporate hands. Philosophically, the paradoxical and unintended outcome is that corporations are constrained by the norm of transparency in developing authentic moral behaviour, while also exercising power and control since in the information society transparency does not, and indeed cannot, lead to revealing all. Transparency places greater emphasis on judging, or evaluating existing organisational processes than on assessment of (self-)learning processes based on what actually takes place when corporations make decisions. (shrink)