This paper is intended to explore the Rorty’s notion of truth and its vicinity and divergences with Putnam’s notion of truth. Rorty and Putnam, both the philosophers have developed their notion of truth against the traditional representational notion of truth but their strength lies in its distinctive characterization. For Putnam, truth is the property of a statement which cannot be lost but the justification of it could be. I will also examine the importance of Putnam’s idealized justificatory conditions without which (...) he may succumb to the charge of relativism at the same time how does Putnam overcome the tension between metaphysical and relativistic stances of truth. For Rorty, truth is not representational rather it is social, which means the justification for a true belief is not external but internal to the community of believers. I would further examine how Rorty tries to dispel the charge of relativism which is hard to overcome. Finally, I shall try to defend the concept of truth which is free from metaphysical baggage and relativistic threats; and in this enterprise Rorty walks half the way and Putnam completes the journey. (shrink)

Recent events have highlighted large-scale systemic racial disparities in U.S. criminal justice based on race and other demographic characteristics. Although criminological datasets are used to study and document the extent of such disparities, they often lack key information, including arrestees’ racial identification. As AI technologies are increasingly used by criminal justice agencies to make predictions about outcomes in bail, policing, and other decision-making, a growing literature suggests that the current implementation of these systems may perpetuate racial inequalities. In this paper, (...) we argue that AI technologies should be investigated to understand how they recognize racial categories and whether they can be harnessed to fill missing race data. By bridging this gap, we can work towards better understanding racial inequalities in a wide range of contexts, most notably criminal justice. Using a multidisciplinary perspective, we rethink the design and methodology used in facial processing technology (FPT) based on supervised deep learning model (DLM) image classification. By modifying standard FPT pipelines to tackle multiple sources of DLM bias, we propose an experimental methodology based on ethical AI principles to generate binary (Black and White) racial categories using mugshots. We go beyond simply reporting DLM accuracies and address fundamental issues such as generalizability and interpretability by using a “self-auditing” approach. First, we evaluate the inference performances of 42 fine-tuned DLMs using unseen test images from the same dataset but subject to varying data augmentations. Next, to interpret and validate our methodological approach, we apply gradient-based saliency maps to assess the consistency of facial region relevance and attribution. Finally, drawing upon insights from three areas (computer science, sociology, and law), we investigate the efficacy of our DLM-based method as a tool for detecting racial inequalities in criminal justice. (shrink)

Affirmative action is a public policy purposed to compensate the victims of injustice at the cost of priviledged groups; hence to some it appears as opposing the notion of equality and being against human dignity. Thinkers like Leslie Pickering Francis and John Rawls, on the other hand, argue that affirmative action policies should be implemented for the sake of the oppressed and under-represented groups. Louis P. Pojman in his article “The Case Against Affirmative Action” sets forth nine arguments against strong (...) affirmative action. This paper sets out to challenge Pojman’s arguments one by one, and prove the author’s thesis in support of strong affirmative action. (shrink)

Many of the policy choices we face that have implications for the lives of future generations involve creating a risk that they will live lives that are significantly compromised. I argue that we can fruitfully make use of the resources of Scanlon’s contractualist account of moral reasoning to make sense of the intuitive idea that, in many cases, the objection to adopting a policy that puts the interest of future generations at risk is that doing so wrongs those who will (...) live in the further future. (shrink)

This is a review essay of Jeff McMahan's recent book The Ethics of Killing : Problems at the Margins of Life. In the first part, I lay out the central features of McMahan's account of the wrongness of killing and its implications for when it is permissible to kill. In the second part of the essay, I argue that we ought not to accept McMahan's rejection of species membership as having any bearing on whether it is permissible to kill a (...) particular individual, as there are ways of understanding its relevance that are more plausible than McMahan allows. (shrink)

As web analytics become increasingly common in newsrooms worldwide, it is imperative to understand how they are employed to meet news organizations’ journalistic and business goals. This study examines the evolution and applications of web analytics in newsrooms through a comprehensive analysis of relevant literature. It situates the rise of web analytics in the larger historical, social, and financial context. It explores the strategies news organizations adopt to integrate web analytics in news production. After discussing the impact of analytics on (...) news production, the project juxtaposes the pessimistic ethical concerns—primarily the prediction of market logic uprooting journalistic logic—surrounding the use of web analytics in newsrooms with ground realities. Finally, in view of the analysis, we reflect on the ethical concerns against analytics, the state of editorial autonomy in newsrooms, the implications of newly empowered audience for news ecosystem, and conclude with a practical view of analytics in newsrooms. (shrink)

Philosophical discussions of the phenomenon that has come to be known as ‘moral luck’ have either dismissed it as illusory or touted it as the evidence for doubting the probative value of our commitment to certain widely avowed views concerning interpersonal assessments of responsibility. In this discussion, we present a third, distinctive interpretation of the moral luck phenomenon. Drawing upon empirically robust results from psychological studies of judgment bias, we argue that the phenomenon of moral luck is demonstrably not illusory. (...) What we suggest, however, is that the phenomenon ought not to be taken to countenance doubts about the standards generally taken to be regulative of assessments of interpersonal responsibility. Rather, its significance lies in foregrounding certain generally unacknowledged obstacles we face in the process of conclusively applying general valid moral standards in making specific judgments of responsibility and desert.1. (shrink)

For close to forty years now T.M. Scanlon has been one of the most important contributors to moral and political philosophy in the Anglo-American world. Through both his writing and his teaching, he has played a central role in shaping the questions with which research in moral and political philosophy now grapples. Reasons and Recognition brings together fourteen new papers on an array of topics from the many areas to which Scanlon has made path-breaking contributions, each of which develops a (...) distinctive and independent position while critically engaging with central themes from Scanlon's own work in the area. Contributors include well-known senior figures in moral and political philosophy as well as important younger scholars whose work is just beginning to gain wider recognition. Taken together, these papers make evident the scope and lasting interest of Scanlon's contributions to moral and political philosophy while contributing to a deeper understanding of the issues addressed in his work. (shrink)

This book presents and argues for a suitably articulated version of consensualism as a form of Kantian moral theory with an ability to powerfully illuminate the moral intuitions to which Kantian and utilitarian theories have traditionally appealed.

Reparations is an idea whose time has come. From civilian victims of war in Iraq and South America to descendents of slaves in the US to citizens of colonized nations in Africa and south Asia to indigenous peoples around the world--these groups and their advocates are increasingly arguing for the importance of addressing historical injustices that have long been either ignored or denied. This volume contributes to these debates by focusing the attention of a group of highly distinguished international experts (...) on the ways that reparations claims figure in contemporary political and social justice movements. Four broad types of reparations claims are examined, those involving indigenous peoples, the legacy of slavery in the United States, victims of war and conflict, and colonialism. In each instance, scholars and activists argue about the character of the injustice for which reparations are owed, why it is important to take these demands seriously, and what form redress should take. The aim is not consensus but to exhibit better the complexity of the issues involved--a goal which the interdisciplinary nature of the volume furthers--as well as the importance of taking seriously both conceptual issues and the actual politics of reparations. (shrink)

Objective To evaluate the questions asked during the informed consent process by adult and adolescent participants as well as their parents in five interventional regulatory studies conducted at our center from 2018 to 2019. Methods The study protocol was approved by Institutional Ethics Committee [EC/OA-116/2019]. Consent narratives in the source documents for the studies were evaluated. Questions asked were classified as per Indian Council of Medical Research’s (ICMR) guidelines (2017). We evaluated total number of questions, nature of questions and whether (...) there was an association between education, gender, phase of trials, physician taking consent and number questions being asked. Results A total of five studies that had N = 297 consent narratives were evaluated. Narratives of n = 284 adult participants/Guardians and of n = 13 children were analysed. A total of 374 questions were asked of which children asked only 10 questions. A total of 131/284 (40%) of the participants did not ask any question. Among the participants who asked questions, the majority132/171 (77%) participants asked about risks related to investigational products followed by questions related to study procedures 83/171 (49%). Participants/guardians with higher education (relative to those who were educated upto the secondary school and primary school) and those who consented for Phase III studies (relative to Phase I studies) asked significantly more questions (p < 0.0001). Conclusion A majority of the queries were related to the risks associated with the investigational products. Educational status and the Phase of the trial were found to be significantly associated with the number of questions being asked. (shrink)

. Software testing is a very important phase in the development of software. Testing includes the generation of test cases which, if done manually, is time consuming. To automate this process and generate optimal test cases, several meta-heuristic techniques have been developed. These approaches include genetic algorithm, cuckoo search, tabu search, intelligent water drop, etc. This paper presents an effective approach for test data generation using the cuckoo search and tabu search algorithms. It combines the cuckoo algorithm's strength of converging (...) to the solution in minimal time along with the tabu mechanism of backtracking from local optima by Lévy flight. The experimental results show that the algorithm is effective in generating test cases optimally and its performance is better than various earlier proposed approaches. (shrink)

In 1989, Representative John Conyers introduced Bill HR 40. It calls for the official recognition of the fundamental injustice and inhumanity of slavery and the establishment of a commission charge...

A number of theorists have argued that Scanlon's contractualist theory both "gets around" and "solves" the non-identity problem. They argue that it gets around the problem because hypothetical deliberation on general moral principles excludes the considerations that lead to the problem. They argue that it solves the problem because violating a contractualist moral principle in one's treatment of another wrongs that particular other, grounding a person-affecting moral claim. In this paper, I agree with the first claim but note that all (...) it shows is that the act is impersonally wrong. I then dispute the second claim. On Scanlon's contractualist view, one wrongs a particular other if one treats the other in a way that is unjustifiable to that other on reasons she could not reasonably reject. We should think of person-affecting wronging in terms of the reasons had by the actual agent and the actual person affected by the agent's action. In non-identity cases, interpersonal justifiability is therefore shaped both by the reason to reject the treatment provided by the bad suffered and the reason to affirm the treatment provided by the goods had as a result of existing. I argue it would be reasonable for the actual person to find the treatment justifiable, and so I conclude that Scanlon's contractualist metaethics does not provide a narrow person-affecting solution to the non-identity problem on its own terms. I conclude that the two claims represent a tension within Scanlon's contractualist theory itself. (shrink)

Arguments attempting to debunk moral beliefs, by showing they are unjustified, have tended to be global, targeting all moral beliefs or a large set of them. Popular debunking arguments point to various factors purportedly influencing moral beliefs, from evolutionary pressures, to automatic and emotionally-driven processes, to framing effects. We show that these sweeping arguments face a debunker’s dilemma: either the relevant factor is not a main basis for belief or it does not render the relevant beliefs unjustified. Empirical debunking arguments (...) in ethics can avoid this predicament, but only if they are refocused on highly selective classes of moral belief. Experimental data can combine with familiar consistency reasoning to reveal that like cases are not being treated alike. Selective debunking arguments are unlikely to yield sweeping sceptical conclusions, but they can lead to rational moral change. (shrink)

In this essay I argue that moral judgment is a natural kind by developing an empirically grounded theory of the distinctive conceptual content of moral judgments. Psychological research on the moral/conventional distinction suggests that in moral judgments right and wrong, good and bad, praiseworthiness and blameworthiness, etc. are conceptualized as serious, general, authority-independent, and objective. After laying out the theory and the empirical evidence that supports it, I address recent empirical and conceptual objections. Finally, I suggest that the theory uniquely (...) accounts for the possibility of genuine moral agreement and disagreement. (shrink)

Can reasoning improve moral judgments and lead to moral progress? Pessimistic answers to this question are often based on caricatures of reasoning, weak scientific evidence, and flawed interpretations of solid evidence. In support of optimism, we discuss three forms of moral reasoning (principle reasoning, consistency reasoning, and social proof) that can spur progressive changes in attitudes and behavior on a variety of issues, such as charitable giving, gay rights, and meat consumption. We conclude that moral reasoning, particularly when embedded in (...) social networks with mutual trust and respect, is integral to moral progress. (shrink)

Experimental research in moral psychology can be used to generate debunking arguments in ethics. Specifically, research can indicate that we draw a moral distinction on the basis of a morally irrelevant difference. We develop this naturalistic approach by examining a recent debate between Joshua Greene and Selim Berker. We argue that Greene's research, if accurate, undermines attempts to reconcile opposing judgments about trolley cases, but that his attempt to debunk deontology fails. We then draw some general lessons about the possibility (...) of empirical debunking arguments in ethics. (shrink)

In resultant moral luck, blame and punishment seem intuitively to depend on downstream effects of a person’s action that are beyond his or her control. Some skeptics argue that we should override our intuitions about moral luck and reform our practices. Other skeptics attempt to explain away apparent cases of moral luck as epistemic artifacts. I argue, to the contrary, that moral luck is real—that people are genuinely responsible for some things beyond their control. A partially consequentialist theory of responsibility (...) justifies moral luck. But this justification is no mere rationalization of the status quo. Recent experimental and evolutionary work on punishment and learning suggests that the very same reasons that justify moral luck have also shaped the evolution of our luck-sensitive moral practices. (shrink)

Disgust originated as an evolutionary adaptation for avoiding disease, but it has since infiltrated morality. Many philosophers are skeptical of moral disgust. Skeptics argue that disgust is unreliable and harmful, and that we should eliminate or minimize feelings of disgust in moral thought. However, these arguments are unsuccessful. They do not show that disgust is more problematic than other emotions implicated in morality. Moreover, empirical research suggests that disgust supports important norms and values. Disgust is frequently elicited by “reciprocity violations,” (...) i.e., acts of cheating, dishonesty, and exploitation. The emotion is a fitting response because it accurately reflects the ability of these moral wrongs to pollute and to circulate. Repurposing its original functions, moral disgust motivates social exclusion, tracks the spread of immorality, and acts as a signaling system to coordinate sanctioning. Instead of expunging ourselves of moral disgust, then, we should seek to understand its virtues and its vices. (shrink)

1. Over the last 50 years or so, and especially over the last few decades, the U.S. and many other societies have undergone a large, rapid, and broad decline in anti-gay attitudes. The magnitude, s...

Causal models of agents have been used to analyse the safety aspects of machine learning systems. But identifying agents is non-trivial -- often the causal model is just assumed by the modeler without much justification -- and modelling failures can lead to mistakes in the safety analysis. This paper proposes the first formal causal definition of agents -- roughly that agents are systems that would adapt their policy if their actions influenced the world in a different way. From this we (...) derive the first causal discovery algorithm for discovering agents from empirical data, and give algorithms for translating between causal models and game-theoretic influence diagrams. We demonstrate our approach by resolving some previous confusions caused by incorrect causal modelling of agents. (shrink)

Artificial intelligence (AI) has sparked interest in various areas, including marketing. However, this exhilaration is being tempered by growing concerns about the moral and legal implications of using AI in marketing. Although previous research has revealed various ethical and legal issues, such as algorithmic discrimination and data privacy, there are no definitive answers. This paper aims to fill this gap by investigating AI’s ethical and legal concerns in marketing and suggesting feasible solutions.,The paper synthesises information from academic articles, industry reports, (...) case studies and legal documents through a thematic literature review. A qualitative analysis approach categorises and interprets ethical and legal challenges and proposes potential solutions.,The findings of this paper raise concerns about ethical and legal challenges related to AI in the marketing area. Ethical concerns related to discrimination, bias, manipulation, job displacement, absence of social interaction, cybersecurity, unintended consequences, environmental impact, privacy and legal issues such as consumer security, responsibility, liability, brand protection, competition law, agreements, data protection, consumer protection and intellectual property rights are discussed in the paper, and their potential solutions are discussed.,Notwithstanding the interesting insights gathered from this investigation of the ethical and legal consequences of AI in marketing, it is important to recognise the limits of this research. Initially, the focus of this study is confined to a review of the most important ethical and legal issues pertaining to AI in marketing. Additional possible repercussions, such as those associated with intellectual property, contracts and licencing, should be investigated more deeply in future studies. Despite the fact that this study gives various answers and best practices for tackling the stated ethical and legal concerns, the viability and efficacy of these solutions may differ depending on the context and industry. Thus, more research and case studies are required to evaluate the applicability and efficacy of these solutions in other circumstances. This research is mostly based on a literature review and may not represent the experiences or opinions of all stakeholders engaged in AI-powered marketing. Further study might involve interviews or surveys with marketing professionals, customers and other key stakeholders to offer a full knowledge of the practical difficulties and solutions. Because of the rapid speed of technical progress, AI’s ethical and regulatory ramifications in marketing are continually increasing. Consequently, this work should be a springboard for more research and continuing conversations on this subject.,This study’s findings have several practical implications for marketing professionals. Emphasising openness and explainability: Marketing professionals should prioritise transparency in their use of AI, ensuring that customers are fully informed about data collection and utilisation for targeted advertising. By promoting openness and explainability, marketers can foster customer trust and avoid the negative consequences of a lack of transparency. Establishing ethical guidelines: Marketing professionals need to develop ethical rules for the creation and implementation of AI-powered marketing strategies. Adhering to ethical principles ensures compliance with legal norms and aligns with the organisation’s values and ideals. Investing in bias detection tools and privacy-enhancing technology: To mitigate risks associated with AI in marketing, marketers should allocate resources to develop and implement bias detection tools and privacy-enhancing technology. These tools can identify and address biases in AI algorithms, safeguard consumer privacy and extract valuable insights from consumer data.,This study’s social implications emphasise the need for a comprehensive approach to address the ethical and legal challenges of AI in marketing. This includes adopting a responsible innovation framework, promoting ethical leadership, using ethical decision-making frameworks and conducting multidisciplinary research. By incorporating these approaches, marketers can navigate the complexities of AI in marketing responsibly, foster an ethical organisational culture, make informed ethical decisions and develop effective solutions. Such practices promote public trust, ensure equitable distribution of benefits and risk, and mitigate potential negative social consequences associated with AI in marketing.,To the best of the authors’ knowledge, this paper is among the first to explore potential solutions comprehensively. This paper provides a nuanced understanding of the challenges by using a multidisciplinary framework and synthesising various sources. It contributes valuable insights for academia and industry. (shrink)

The reluctant revolutionary -- The patent slave -- The golden Dane -- The quantum atom -- When Einstein met Bohr -- The prince of duality -- Spin doctors -- The quantum magician -- A late erotic outburst -- Uncertainty in Copenhagen -- Solvay 1927 -- Einstein forgets relativity -- Quantum reality -- For whom Bell's theorem tolls -- The quantum demon.

Psychologists and neuroscientists have recently been unearthing the unconscious processes that give rise to moral intuitions and emotions. According to skeptics like Joshua Greene, what has been found casts doubt on many of our moral beliefs. However, a new approach in moral psychology develops a learning-theoretic framework that has been successfully applied in a number of other domains. This framework suggests that model-based learning shapes intuitions and emotions. Model-based learning explains how moral thought and feeling are attuned to local material (...) and social conditions. Philosophers can draw on these explanations, in some cases, in order to vindicate episodes of moral change. Explanations can support justifications by showing that they are not mere rationalizations. In addition, philosophical justifications are a fertile source for empirical hypotheses about the rational learning mechanisms that shape moral intuitions and emotions. (shrink)

Naturalists who conceive of knowledge as a natural kind are led to treat ‘knowledge’ as a natural kind term. ‘Knowledge,’ then, must behave semantically in the ways that seem to support a direct reference theory for other natural kind terms. A direct reference theory for ‘knowledge,’ however, appears to leave open too many possibilities about the identity of knowledge. Intuitively, states of belief count as knowledge only if they meet epistemic criteria, not merely if they bear a causal/historical relation to (...) the term. I will develop this objection and show that it is grounded in modal considerations central to Kripke’s work on reference. I will also argue that a more plausible externalist semantics for natural kind terms disarms the objection. (shrink)

Intellectualist theories attempt to assimilate know how to propositional knowledge and, in so doing, fail to properly explain the close relation know how bears to action. I develop here an anti-intellectualist theory that is warranted, I argue, because it best accounts for the difference between know how and mere “armchair knowledge.” Know how is a mental state characterized by a certain world-to-mind direction of fit (though it is non-motivational) and attendant functional role. It is essential of know how, but not (...) propositional knowledge, that it makes possible performance errors and has the functional role of guiding action. The theory is attractive, in part, because it allows for propositional, non-propositional and perhaps even non-representational varieties of know how. (shrink)

The National Cancer Institute’s Thesaurus (NCIT) has been created with the goal of providing a controlled vocabulary which can be used by specialists in the various sub-domains of oncology. It is intended to be used for purposes of annotation in ways designed to ensure the integration of data and information deriving from these various sub-domains, and thus to support more powerful cross-domain inferences. In order to evaluate its suitability for this purpose, we examined the NCIT’s treatment of the kinds of (...) entities which are fundamental to an ontology of colon carcinoma. We here describe the problems we uncovered concerning classification, synonymy, relations and definitions, and we draw conclusions for the work needed to establish the NCIT as a reference ontology for the cancer domain in the future. (shrink)

In one of his earliest dialogues, the Soliloquia, Augustine identifies the liberal arts (disciplinae) with truth (veritas), and employs this somewhat puzzling identification as a premise in his infamous proof of the immortality of the soul (Sol. 2.24). In this paper, I examine Augustine’s argument for this peculiar identification. Augustine maintains both (1) that the constituent propositions of the liberal arts are true, and (2) that the liberal art of dialectic (disciplina disputandi) is the “truth through which all disciplines are (...) true” (Sol. 2.21). I argue that Augustine identifies the liberal arts with truth because (1) the constituent propositions of the liberal arts are learned, and (2) dialectic’s structure is essential to the liberal arts. I further suggest that the subject matter of each liberal art reflects a distinct segment of intelligible reality, that is, the realm of the intelligible Forms. (shrink)

Andrea Kern contends that perceptual experience is perceptual knowledge if our self-consciously held capacity for perceptual knowledge is “perfectly” actualized. I argue that this view requires further justification. First, Kern is unable to support her claim that an awareness of our self-conscious capacity for perceptual knowledge is “contained” in all our perceptions. Second, Kern’s claim that perception includes the idea of the conditions of perception is potentially inconsistent with her denial that perceptual experience enables perceptual knowledge.

The western utopia has both classical and Judaeo-Christian roots. From the Greeks came the form of the ideal city, based on reason, from Jews and Christians the idea of deliverance through a messiah and the culmination of history in the millennium. The Greek conception placed utopia in an ideal space, the Christian conception in an ideal time. The modern utopia, dating from Thomas More's Utopia (1516), drew upon both these traditions but added something distinctive of its own. Following More, the (...) modern utopia has developed as a literary form whose closest relative is the novel. This, I argue, is its great strength. Unlike the abstract utopias of social and political philosophy, such as Marxism or anarchism, the `concrete utopia' of writers such as Edward Bellamy, William Morris and H. G. Wells paints `pleasing pictures of daily life' which both impel us to desire the good society and give us the tools by which to assess it. It is in this respect that utopia - and its mirror-image, the anti-utopia - developed as a distinct literary genre, separating it from other forms of picturing the ideal society in both east and west. (shrink)