In their article ‘Who is afraid of black box algorithms? On the epistemological and ethical basis of trust in medical AI’, Durán and Jongsma discuss the epistemic and ethical challenges raised by black box algorithms in medical practice. The opacity of black box algorithms is an obstacle to the trustworthiness of their outcomes. Moreover, the use of opaque algorithms is not normatively justified in medical practice. The authors introduce a formalism, called computational reliabilism, which allows generating justified beliefs on the (...) algorithm reliability and trustworthy outcomes of artificial intelligence systems by means of epistemic warrants, called reliability indicators. However, they remark the need for reliability indicators specific to black box algorithms and that justified knowledge is not sufficient to justify normatively the actions of the physicians using medical AI systems. Therefore, Durán and Jongsma advocate for a more transparent design and implementation of black box algorithms, providing a series of recommendations to mitigate the epistemic and ethical challenges behind their use in medical practice. In this response, I argue that a peculiar form of black box algorithm transparency, called design publicity, may efficiently implement these recommendations. Design publicity encodes epistemic, that is, reliability indicators, and ethical recommendations for black box algorithms by means of four subtypes of transparency. These target the values and goals, their translation into design requirements, the performance and consistency of the algorithm altogether. I discuss design publicity applying it to a use case focused on the automated classification of skin lesions from medical images. (shrink)

In our dealings with young children, we often get them to do or think things by arranging their environments in certain ways; by dissembling, simplifying, or ambiguating the facts in answer to their queries; by carefully selecting the states of affairs, behavior of others, and utterances to which they shall be privy. We rightly justify these practices by pointing out a child's malleability, and the necessity of paying close attention to formative influences during its years of growth. This filtering of (...) influences is necessary, we point out, if children are ever to reach a degree of maturity and inner stability that will enable them to understand and cope adequately with the complexities, contradictions, and difficulties of the world from which we now seek to shield them. Thus a child's eventual state of competence, maturity, and autonomy adequately justifies our current practices of manipulation and selection of his environment: such practices are rightly held to be ultimately in the child's best interests as an adult. There is no future state of things with reference to which the Utilitarian night justify his policy of secrecy and manipulation, and in light of which this policy night eventually be dispensed with and commonly validated, in retrospect, as a means to the worthwhile goal of moral maturity. That is, there is no point at which the attitude of the Utilitarian to the rest of the community can develop past the analogous attitude of the parent towards the child; no point at which the Utilitarian might eventually bear to others a relationship of mutual acknowledgement and respect as mature, autonomous, moral adults. The consistent Utilitarian, then, largely regards himself as if he were the only adult in a community of children. (shrink)

Wittgenstein, Korsgaard and the Publicity of Reasons. . ???aop.label???. doi: 10.1080/0020174X.2013.776297.

The essays in this volume offer a reassessment of Jeremy Bentham's strikingly original legal philosophy. Early on, Bentham discovered his 'genius for legislation' - 'legislation' included not only lawmaking and code writing, but also political and social institution building and engineering of public spaces for effective control of the exercise of political power. In his general philosophical work, Bentham sought to articulate a public philosophy to guide and direct all of his 'legislative' efforts. 0Part I explores the philosophical foundations of (...) his public philosophy: his theory of meaning and framework for analysis and definition of key concepts, his theory of human affections and motivations, and his utilitarian theory of value. It is argued that, while concepts of pleasure and happiness play nominal roles in his theory of value, concepts of publicity, equality, and interests emerge as the dominant concepts of his public philosophy. Part II explores several dimensions of Bentham's jurisprudence, including his radically revised command model of law, his early reflections on justice and law in adjudication, his theories of judicial evidence, constitutional rights, the rule of law, and international law. The concluding essay demonstrates the centrality of the notion of publicity in his moral, legal and political thought. Emerging from this study is a positivist legal theory and a utilitarian moral-political philosophy that challenge in fundamental ways contemporary understandings of those doctrines. (shrink)

This paper examines the extent to which dispute resolvers in customary law systems provide widely understandable justifications for their decisions. The paper first examines the liberal-democratic reasons for the importance of publicity, understood to be wide accessibility of legal justification, by reviewing the uses of publicity in Habermas’ and Rawls’ accounts of the rule of law. Taking examples from Sierra Leone, the paper then argues that customary law systems would benefit from making local dispute resolution practices, such as (...) “begging” from elders, witchcraft, and customary law judgments, more widely accessible. The paper concludes that while legal pluralism is usually taken to be an analytical concept, it may have a normative thrust as well, and that publicity standards would also apply to formal courts in developing countries, which are also typically “defective” along this dimension. (shrink)

Which role does publicity play in an adequate theory of individual and collective reasoning? To analyze the role publicity should play in our societies in solving societal problems, I will start, in the first part, with some general remarks about problems and problem solving. In the second part, I will deal with the role responsible reasoning plays in problem solving. Finally, I will argue that, and why, the public use of reason is necessary for finding the best solutions (...) for problems in society. (shrink)

This paper is a critical discussion of Robert T. Hall's recent attempt to construct a "minimal" definition of 'civil disobedience.' It is shown that the analysis, if applied consistently, results in a definition which is too minimal in including far too much under the rubric of 'civil disobedience.’ Furthermore, it is argued that Hall himself is not consistent in his treatment, the result being a definition which is too restrictive insofar as it excludes certain clear cases of civilly disobedient action. (...) It is shown that the inadequacies in Hall's minimal definition stem from an underlying confusion in his understanding of civil disobedience, the nature of which is indicated by examining his treatment of one of the features commonly held to be essential to acts of civil disobedience, namely, the publicity attending their performance. Finally, my argument is intended to demonstrate that any proposed definition of 'civil disobedience' which does not include reference to a publicity condition is bound to fail to do the job required of it. (shrink)

This essay uses the case of the fin-de-siècle Vienna embryologist Samuel Leopold Schenk to analyze the factors at play in allegations of misconduct. In 1898, Schenk published a book titled Theorie Schenk. Einfluss auf das Geschlechtsverhältnis. The book argued that, by changing their diet, women trying to conceive could influence egg maturation and consequently select the sex of their offspring. This cross between a scientific monograph and a popular advice book received enormous publicity but also spurred first the Vienna (...) Medical Association and then the Senate of the University of Vienna to accuse Schenk of poor science, self-advertisement, quack medical practice, and wrong publisher choice. Formal proceedings against Schenk ended in 1900 with the unusually harsh punishment of early retirement. Schenk died two years later. I examine the elements of the case, from the science of sex determination and selection, to the growth of print media and advertising within the changing demographic and political landscape of Vienna. I argue that the influence of the public, via the growing media, upon science was the main driver of the case against Schenk, but also that the case would have had a more limited impact were it not for the volatile political moment rife with anti-Semitism, nationalism, and xenophobia. I draw the attention to the importance of setting cases of misconduct in the broader political history and against the key social concerns of the moment. (shrink)

It is a commonplace belief that many beliefs, e.g. religious convictions, are a purely private matter, and this is meant in some way to serve as a defense against certain forms of criticism. In this paper it is argued that this thesis is false, and that belief is really often a public matter. This argument, the publicity of belief argument, depends on one of the most compelling and central thesis of Peircean pragmatism. This crucial thesis is that bona fide (...) belief cannot be separated from action. It is then also suggested that we should accept a form of W. K. Clifford's evidentialism. When these theses are jointly accepted in conjunction with the basic principle of ethics that it is prima facie wrong to act in such a way that may subject others to serious but unnecessary and avoidable harm, it follows that many beliefs are morally wrong. (shrink)

This piece presents an account of Kant's notion of provisional right and connects this conception to his defence of two principles of publicity. The argument is to the effect that understanding the notion of provisional right will enable us to comprehend the Kantian picture of the state of nature, the basis of the transition from such a state to the civil condition and also his treatment of international right. The paper also presents the sketch of a Kantian theory of (...) normatively justified institutions. (shrink)

The paper presents a number of empirical arguments for the perceptual view of speech comprehension. It then argues that a particular version of phenomenal dogmatism can confer immediate justification upon belief. In combination, these two views can bypass Davidsonian skepticism toward knowledge of meanings. The perceptual view alone, however, can bypass a variation on the Davidsonian argument. One reason Davidson thought meanings were not truly graspable was that he believed meanings were private (unlike behavior). But if the perceptual view of (...) speech comprehension is correct, then meanings (or at least conveyed meanings) are public objects like other perceivable entities. Hence, there is no particular problem of language comprehension, even if meanings originate in “private” mental states. (shrink)

An influential view about the relationship between publicity and linguistic meaning is brought into question. It has been thought that since public languages are essentially public, linguistic meaning is subject to a kind of epistemic cap so that there can be nothing more to linguistic meaning than can be determinately known on the basis of publicly available evidence (Epistemic Thesis). Given the thinness of such evidence, a well-known thesis follows to the effect that linguistic meaning is substantially indeterminate. In (...) this paper, we consider the sort of reasons offered for the Epistemic Thesis and uncover an unexamined presupposition about the epistemic requirements of communication and the establishment of meaning conventions. We show this presupposition is undermined by independently motivated considerations about communication and convention, giving us good reason to reject the Epistemic Thesis and its corollary about indeterminacy. (shrink)

Consider the idea that moral rules must be suitable for public acknowledgement and acceptance, i.e., that moral rules must be suitable for being ‘widely known and explicitly recognized’, suitable for teaching as part of moral education, suitable for guiding behaviour and reactions to behaviour, and thus suitable for justifying one’s behaviour to others. This idea is now most often associated with John Rawls, who traces it back through Kurt Baier to Kant.[1] My book developing ruleconsequentialism, Ideal Code, Real World, accepted (...) the ‘publicity requirement’ on moral rules.[2] Katarzyna de Lazari-Radek and Peter Singer attack my moral theory on precisely this matter.[3] Here I reply to their attack. The question under discussion is whether moral rightness is a matter of the application of principles or rules that must be suitable for public acceptance. No, answered Henry Sidgwick, holding that perhaps the principles that determine moral right and wrong should be kept secret, because publicizing these principles would not maximize utility.[4] Since I think not-purely utilitarian forms of consequentialism may be more plausible than purely utilitarian forms, let me make the point in terms of consequentialism instead of utilitarianism. The standard form of act-consequentialism is maximizing and ‘global’, i.e., direct about everything.[5] This act-consequentialism includes, among the acts to be evaluated by their consequences, instances of espousing principles, teaching morality, blaming, feeling indignation, feeling guilt, and punishing. On this form of act-consequentialism, an act that maximizes good consequences might be one that others should blame and even punish, since blaming and punishing the agent of the good-maximizing act might also for some reason maximize good consequences. Likewise, on this standard form of act-consequentialism, it may be right to do what it would be right neither to advocate openly nor even to recommend privately. All these ideas are entailed by the kind of act-consequentialism that evaluates, by their consequences, all ‘acts’—in a very broad sense of the term that takes in not only acts of doing or allowing but also acts of blaming, punishing, and recommending. De Lazari-Radek and Singer accept that there are strong consequentialist considerations in support of ‘board support for transparency in ethics’ and avoiding esoteric morality in most circumstances.. (shrink)

Shame is a puzzling emotion. On the one hand, to feel ashamed is to feel badly about oneself; but on the other hand, it also seems to be a response to the way the subject is perceived by other people. So whose standards is the subject worried about falling short of, his own or those of an audience? I begin by arguing that it is the audience's standards that matter, and then present a theory of shame according to which shame (...) is a response to the subject's perception that he is not thought of in the way he intrinsically values himself for being thought of by someone else. Then I go on to suggest some refinements to this basic view. First, the subject of shame is primarily concerned about his audience's attitudes toward him, not what they believe about him. And second, there may be one particular attitude which he values himself for inspiring. There is no very perspicuous term for this attitude, so I call it ‘proto-respect’ – the attitude a social animal directs toward those it regards as valuable allies or bad enemies. (shrink)

In this paper we argue that transparency of machine learning algorithms, just as explanation, can be defined at different levels of abstraction. We criticize recent attempts to identify the explanation of black box algorithms with making their decisions (post-hoc) interpretable, focusing our discussion on counterfactual explanations. These approaches to explanation simplify the real nature of the black boxes and risk misleading the public about the normative features of a model. We propose a new form of algorithmic transparency, that consists in (...) explaining algorithms as an intentional product, that serves a particular goal, or multiple goals (Daniel Dennet’s design stance) in a given domain of applicability, and that provides a measure of the extent to which such a goal is achieved, and evidence about the way that measure has been reached. We call such idea of algorithmic transparency “design publicity.” We argue that design publicity can be more easily linked with the justification of the use and of the design of the algorithm, and of each individual decision following from it. In comparison to post-hoc explanations of individual algorithmic decisions, design publicity meets a different demand (the demand for impersonal justification) of the explainee. Finally, we argue that when models that pursue justifiable goals (which may include fairness as avoidance of bias towards specific groups) to a justifiable degree are used consistently, the resulting decisions are all justified even if some of them are (unavoidably) based on incorrect predictions. For this argument, we rely on John Rawls’s idea of procedural justice applied to algorithms conceived as institutions. (shrink)

It is often thought that some version of what is generally called the publicity condition is a reasonable requirement to impose on moral theories. In this article, after formulating and distinguishing three versions of the publicity condition, I argue that the arguments typically used to defend them are unsuccessful and, moreover, that even in its most plausible version, the publicity condition ought to be rejected as both question-begging and unreasonably demanding.

Corporate crises call for effective communication to shelter or restore a company's reputation. The use of corporate social responsibility (CSR) claims may provide an effective tool to counter the negative impact of a crisis, but knowledge about its effectiveness is scarce and lacking in studies that consider CSR communication during crises. To help fill this gap, this study investigates whether the length of company's involvement in CSR matters when it uses CSR claims in its crisis communication as a means to (...) counter negative publicity. The use of CSR claims in crisis communication is more effective for companies with a long CSR history than for those with a short CSR history, and consumer skepticism about claims lies at the heart of this phenomenon. (shrink)

First-person data have been both condemned and hailed because of their alleged privacy. Critics argue that science must be based on public evidence: since first-person data are private, they should be banned from science. Apologists reply that first-person data are necessary for understanding the mind: since first-person data are private, scientists must be allowed to use private evidence. I argue that both views rest on a false premise. In psychology and neuroscience, the subjects issuing first-person reports and other sources of (...) first-person data play the epistemic role of a (self-) measuring instrument. Data from measuring instruments are public and can be validated by public methods. Therefore, first-person data are as public as other scientific data: their use in science is legitimate, in accordance with standard scientific methodology. (shrink)

Plastic consumption is an important aspect of contemporary living, and studies that systematically examine consumers’ plastic waste recycling intentions from an ethical perspective are scarce. Considering the severity of plastic waste recycling problems globally based on the stimulus-organism-response paradigm, this study analyses how the information publicity influences consumers’ plastic waste recycling intentions from an ethical perspective in an emerging market economy. We investigate this link by focusing on the indirect effect of perceived social pressure and the moderating role of (...) media disposition (i.e., media richness and content trustworthiness). Data from a three-wave field survey of 469 household consumers from China showed that social pressure mediated the positive relationship between information publicity and ethical recycling intentions. Additionally, media richness and content trustworthiness moderate the link between information publicity and consumers’ perceptions of social pressure. These findings provide encouraging evidence for applying the SOR paradigm to explain the ethical recycling intention of consumers. The findings may assist policymakers in motivating consumers to think ethically about plastic waste recycling. (shrink)

Journal of Political Philosophy, EarlyView.

‘Linguistic meaning must be public’ – for Quine, here is not a statement to rest with, whether it be reckoned true or reckoned false. It calls for explication. When we do, using Quine’s words to piece together what he thought, we find that much too much is concealed by the original statement. Yes, Quine said ‘Language is a social art’; yes, he accepts behaviourism so far as linguistic meaning is concerned; yes, he broadly agrees with Wittgenstein’s anti-privacy stricture. But precisely (...) what is being said by the original statement to be public, and what does calling it ‘public’ amount to? Pressing such questions complicates the picture enormously, partly though by no means entirely aligning Quine with linguistic internalism vis-à-vis Chomsky. (shrink)

Ji Xia Shen Dao is the earliest, Mr., as his social life and political life of the "public" considerations, made ​​him by the Taoist ontology, cosmology and cultivation theory, turn out the Legalist political philosophy and legal philosophy. He was transferred by the Huang-Lao Taoism Taoist truth home, Legalism transferred by the Taoist key figure. Basically, Shen Dao importance of social and political life of the "public" level and its objective of building, on the one hand retain the Taoist understanding (...) of the objective laws of nature, but on the other hand is also man-made construction and attention to the law changes. For the "public" considerations, through the Shen Dao for the "potential", "Law," "surgery" view. It is noteworthy that Shen Dao is not a harsh legalism. Shen Dao, although noting that France, but that the law should not be rigid; although he stressed that potential, that is, the use of power, but do not like the arrogance of power; although he discussed "doing nothing" to the relationship between the monarch and his art, but he does not like secrets trickery, no later Legalism is so Machiavellian; These are mainly due to his political and social areas to achieve public nature. Shen Dao was among the earliest Jixia scholars, who, because of his concern of the "publicity" in social and political realms, moved from Daoist ontology, cosmology and spirituality to Legalist political philosophy. He should be seen as the crucial figure in the transition from the development of the Daosim of Laozi and Zhuangzi to the Huanglao Daoism and from Daoism to Legalism. Basically, Shen Dao put emphasis on the public aspect of social and political lives and its objective construction, in keeping the idea of ​​regularity of natural law in Daoism and the artificial construction of law and its process of becoming. The idea of ​​publicity penetrated all his philosophy of Law, Power and statecraft. He was not a severe legalist, not allowing law to be stringent, power to be arrogant and statecraft to be machiavellian, all because of his concern with publicity, objectivity and justice. (shrink)

In this paper I defend the claim that concepts are not public. I argue that two of the main constraints for theories of concepts, namely (1) that concepts are public and (2) that they serve to explain Frege Cases, are in tension. (1) requires concepts to be individuated coarsely, while (2) requires ..

This is the third in a series of essays on the seminal role of the paradigms of essence-function and interpenetration in East Asian religious and philosophical thought. The first article, entitled "The Composition of Self-Transformation Thought in Classical East Asian Philosophy and Religion"[1] was a general introduction to these paradigms over the broad expanse of indigenous East Asian thought religious/philosophical thought. The second article, entitled "Essence-Function (t'i-yung): Early Chinese Origins and Manifestations,"[2] examined the earliest precursors of these notions in classics (...) such as the Book of Changes, the Great Learning, and the Doctrine of the Mean , paying special attention to the unique role played by the concept of "sincerity" in manifesting and mediating presence of essencefunction and interpenetration. In this essay, we look at the role essence-function and interpenetration play in the Analects (Lunyu ). (shrink)