This chapter contains sections titled: Learner Student Speaker Coda Notes References.

Adaptive Intelligence is a dramatic reappraisal and reframing of the concept of human intelligence. In a sweeping analysis, Robert J. Sternberg argues that we are using a fatally-flawed, outdated conception of intelligence; one which may promote technological advancement, but which has also accelerated climate change, pollution, the use of weaponry, and inequality. Instead of focusing on the narrow academic skills measured by standardized tests, societies should teach and assess adaptive intelligence, defined as the use of collective talent in service of (...) the common good. This book describes why the outdated notion of intelligence persists, what adaptive intelligence is, and how it could lead humankind on a more positive path. (shrink)

In this article, I analyze survey data from more than 1,000 financial services employees to understand how gender inequality manifests itself in employees' informal networks. I found that even when Black and white women had jobs in which they controlled organizational resources and had ties to powerful employees, they received less work-related help from their network members than did white men. Drawing on status characteristics theory, I explain that network members were less likely to invest in women than in white (...) men because of cultural beliefs that rank women below that of white men. While past research has documented how employers use gender to rank workers and distribute rewards unequally, my research indicates that workers use gender to categorize and rank their network members as well. (shrink)

Xenophobia is one of the key drivers of marginalisation, discrimination, and conflict, yet many prominent machine learning fairness frameworks fail to comprehensively measure or mitigate the resulting xenophobic harms. Here we aim to bridge this conceptual gap and help facilitate safe and ethical design of artificial intelligence (AI) solutions. We ground our analysis of the impact of xenophobia by first identifying distinct types of xenophobic harms, and then applying this framework across a number of prominent AI application domains, reviewing the (...) potential interplay between AI and xenophobia on social media and recommendation systems, healthcare, immigration, employment, as well as biases in large pre-trained models. These help inform our recommendations towards an inclusive, xenophilic design of future AI systems. (shrink)

The chief aim of this article is to show that St. Thomas Aquinas’s Fourth Way of demonstrating God’s existence can only be made precisely intelligible by comprehending it as a real, generic whole in light of its specific organizational principles. Considered as a real, generic whole, this argument is one from effect to cause (from a real order of more or less perfectly existing generic, specific, and individual beings [habens esse] more or less perfectly possessing generic, specific, and individual ways (...) of being within qualitatively different, hierarchical, orders of existence to a first cause of this order of perfections). In addition, this article maintains that, to comprehend this complicated argument, readers mush be familiar with philosophical principles that St. Thomas repeatedly uses throughout his major works, but with which most of his contemporary students tend to be unfamiliar. Consequently, a secondary aim of this paper is to introduce readers unfamiliar with them to some of these principle so that they may be able better to comprehend what St. Thomas is saying in this demonstration and in other teachings of his as well. (shrink)

An Artificial Intelligence algorithm trained on data that reflect racial biases may yield racially biased outputs, even if the algorithm on its own is unbiased. For example, algorithms used to schedule medical appointments in the USA predict that Black patients are at a higher risk of no-show than non-Black patients, though technically accurate given existing data that prediction results in Black patients being overwhelmingly scheduled in appointment slots that cause longer wait times than non-Black patients. This perpetuates racial inequity, in (...) this case lesser access to medical care. This gives rise to one type of Accuracy-Fairness trade-off: preserve the efficiency offered by using AI to schedule appointments or discard that efficiency in order to avoid perpetuating ethno-racial disparities. Similar trade-offs arise in a range of AI applications including others in medicine, as well as in education, judicial systems, and public security, among others. This article presents a framework for addressing such trade-offs where Machine Learning and Optimization components of the algorithm are decoupled. Applied to medical appointment scheduling, our framework articulates four approaches intervening in different ways on different components of the algorithm. Each yields specific results, in one case preserving accuracy comparable to the current state-of-the-art while eliminating the disparity. (shrink)

This essay studies equality and inequality in Confucianism. By studying Confucius, Mencius, Xunzi, and other classic thinkers, I argue that Confucian equality is manifested in two forms. Numerical equality is founded in the Mencian belief that every person is born with the same moral potential and the Xunzian notion that all people have the same xing and the same potential for moral cultivation. It is also manifested in the form of role-based equality. Proportional equality, however, is the main notion of (...) equality in Confucian philosophy. Proportional equality is realized in moral, economic, and political realms. On the basis of these notions of Confucian equality, I propose two Confucian political principles for contemporary society. The first is the inclusive principle of general election by citizenry, and the second is the exclusive principle of qualification for public offices. (shrink)

In 1865 Francis Galton published ‘Hereditary Talent and Character’, an elaborate attempt to prove the heritability of intelligence on the basis of pedigree data. It was the start of Galton's lifelong commitment to investigating the statistical patterns and physiological mechanisms of hereditary transmission. Most existing attempts to explain Galton's fascination for heredity have argued that he was driven by a commitment to conservative political ideologies to seek means of naturalizing human inequality. However, this paper shows that another factor of at (...) least equal importance has been overlooked by Galton scholars: his determination during the 1860s to be accepted among the ranks of the Darwinian inner circle. By hitching his career to the fortunes of what looked likely to emerge as a new scientific elite, Galton felt that he could bypass the typically slow and uncertain route to achieving scientific distinction. For this essentially strategic reason, between 1860 and 1865 he drifted away from a set of existing scientific concerns that were failing to deliver the approbation that he desired. Earnestly seeking to ingratiate himself with the Darwinian lobby, he then toyed with a variety of potential research projects relevant to Darwinian evolution. Yet Galton consistently failed to stimulate the enthusiasm of the Darwinians. Finally, however, after several months of ruminating, in 1864 he settled on a study of eminent pedigrees as a subject that was both germane and highly useful to the Darwinian enterprise. Galton's willingness to shift the direction of his scientific career during the 1860s underscores the importance of examining the micro‐politics of scientific careers in addition to their broader social and political context. This account also emphasizes the limitations of class‐based explanations even when considering scientists whose work seems so manifestly indicative of ideological motivation. (shrink)

In this article, we illuminate how a consumption practice in an ephemeral religious organization subverts systems of economic inequality that otherwise prevail in, and structure, society. Drawing on a rich ethnographic study in Pakistan, we show how the practice of food consumption in the Tablighi Jamaat —an Islamic organization originating in South Asia that is practiced intermittently by its followers—represents temporal spaces of egalitarianism. Within these temporal spaces, entrenched economic hierarchies that are salient in organizing Pakistani society are challenged. We (...) found that while the fundamental principles of the Tablighi Jamaat advocate for subversion of the economic hierarchies that propagate myriad inequalities by demarcating local Muslims into spheres of different social and economic classes, it is in the practice of food consumption when ethical transgression from these hierarchies are rendered most intelligible. Finally, we consider the implications of this study to the emerging field of Islamic business ethics. (shrink)

Research on bodies and work relies on theoretical perspectives that see the working body as a resource and/or symbol. This study bridges these complementary theories, incorporating two concepts that extend and synthesize them into a more holistic model of embodied inequality. Drawing primarily on the accounts of women domestic workers in Ecuador’s largest city, I explore the embodied dimensions of domestic work and show how unequal relations between workers and employers manifest in and on bodies, specifically through interactions around health, (...) food, and appearance/clothing. I argue that paid domestic workers’ bodies are simultaneously resources that can be used for work, and symbols interpreted according to local hierarchies of gender and class. (shrink)

Trust constitutes a fundamental strategy to deal with risks and uncertainty in complex societies. In line with the vast literature stressing the importance of trust in doctor–patient relationships, trust is therefore regularly suggested as a way of dealing with the risks of medical artificial intelligence (AI). Yet, this approach has come under charge from different angles. At least two lines of thought can be distinguished: (1) that trusting AI is conceptually confused, that is, that we cannot trust AI; and (2) (...) that it is also dangerous, that is, that we should not trust AI—particularly if the stakes are as high as they routinely are in medicine. In this paper, we aim to defend a notion of trust in the context of medical AI against both charges. To do so, we highlight the technically mediated intentions manifest in AI systems, rendering trust a conceptually plausible stance for dealing with them. Based on literature from human–robot interactions, psychology and sociology, we then propose a novel model to analyse notions of trust, distinguishing between three aspects: reliability, competence, and intentions. We discuss each aspect and make suggestions regarding how medical AI may become worthy of our trust. (shrink)

The disease brought about by the SARS-CoV-2, COVID-19 coronavirus has had an unprecedented global impact. Confinement to control the outbreak may have mental health consequences for the most vulnerable in the population, including adolescents. This study aims to describe and analyze the relationships between the stress variables, Emotional Intelligence and the intention to use cannabis in healthy adolescents, before and after the end of the COVID-19 pandemic containment stage. A comparative correlational study was carried out with validated self-completed questionnaires through (...) an online platform. The sample is made up of adolescents aged 13–17 from two different schools in Ponferrada. The analysis of correlation and differences between the groups indicate that confinement has had effects on the mental health of the adolescents, specifically on the emotional manifestations of stress. Furthermore, significant gender differences were found for stress values and Emotional Intelligence. However, no differences have been found for cannabis use intention. (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)

There exists a significant disparity within society between individuals in terms of intelligence. While intelligence varies naturally throughout society, the extent to which this impacts on the life opportunities it affords to each individual is greatly undervalued. Intelligence appears to have a prominent effect over a broad range of social and economic life outcomes. Many key determinants of well-being correlate highly with the results of IQ tests, and other measures of intelligence, and an IQ of 75 is generally accepted as (...) the most important threshold in modern life. The ability to enhance our cognitive capacities offers an exciting opportunity to correct disabling natural variation and inequality in intelligence. Pharmaceutical cognitive enhancers, such as modafinil and methylphenidate, have been shown to have the capacity to enhance cognition in normal, healthy individuals. Perhaps of most relevance is the presence of an ‘inverted U effect’ for most pharmaceutical cognitive enhancers, whereby the degree of enhancement increases as intelligence levels deviate further below the mean. Although enhancement, including cognitive enhancement, has been much debated recently, we argue that there are egalitarian reasons to enhance individuals with low but normal intelligence. Under egalitarianism, cognitive enhancement has the potential to reduce opportunity inequality and contribute to relative income and welfare equality in the lower, normal intelligence subgroup. Cognitive enhancement use is justifiable under prioritarianism through various means of distribution; selective access to the lower, normal intelligence subgroup, universal access, or paradoxically through access primarily to the average and above average intelligence subgroups. Similarly, an aggregate increase in social well-being is achieved through similar means of distribution under utilitarianism. In addition, the use of cognitive enhancement within the lower, normal intelligence subgroup negates, or at the very least minimises, several common objections to cognitive enhancement. Subsequently, this paper demonstrates that there is a compelling case for cognitive enhancement use in individuals with lower, normal intelligence. (shrink)

I will take it that general intelligence is intelligence of the kind that a typical human being—Fred, say—manifests in his role as a cognitive agent, that is, as an acquirer, receiver and circulator of knowledge in his cognitive economy. Framed in these terms, the word “general” underserves our ends. Hereafter our questions will bear upon the all-purpose intelligence of beings like Fred. Frederika appears as Fred’s AI-counterpart, not as a fully programmed and engineered being, but as a presently unrealized theoretical (...) construct. Our basic question is whether it is in principle possible to equip Frederika to do what Fred does as an all-purpose participant in his own cognitive economy. Can she achieve a sufficiency of relevant similarity to him to allow us to say that she herself can do what Fred can do, perhaps even better? One of the things that Fred can do—or at least could learn from experience to do—is discharge the duties of an Appeals Court judge. As set down in the ancient doctrine of lex non scripta, Fred must be able to detect, understand and correctly apply certain tacit and implicit rules of law which defy express propositional formulation and linguistic articulation. Fred has an even more widespread capacity for the epistemically tacit and implicit, clearly one of his most cost-saving kinds of intelligence. Indeed, most by far of what Fred will ever know he will know tacitly and implicitly. So we must ask: how tightly bound to the peculiarities of Fred’s cognitive enablement conditions is the character of the intelligence that he manifests? And how far down Fred’s causal make-up does intelligence actually go? (shrink)

Uncovering the world’s ethnic inequalities is hampered by a lack of ethnicity-annotated datasets. Name-ethnicity classifiers (NECs) can help, as they are able to infer people’s ethnicities from their names. However, since the latest generation of NECs rely on machine learning and artificial intelligence (AI), they may suffer from the same racist and sexist biases found in many AIs. Therefore, this paper offers an algorithmic fairness audit of three NECs. It finds that the UK-Census-trained EthnicityEstimator displays large accuracy biases with regards (...) to ethnicity, but relatively less among gender and age groups. In contrast, the Twitter-trained NamePrism and the Wikipedia-trained Ethnicolr are more balanced among ethnicity, but less among gender and age. We relate these biases to global power structures manifested in naming conventions and NECs’ input distribution of names. To improve on the uncovered biases, we program a novel NEC, N2E, using fairness-aware AI techniques. We make N2E freely available at www.name-to-ethnicity.com. (shrink)

The simplistic assumption that replacing humans by intelligent artifacts or introducing such artifacts, or robots, into all aspects of human society will necessarily benefit society at large must be continually re-evaluated. Clearly, contributing factors will involve concerns of efficiency, the role of work as a component in human self-worth, the distribution of wealth generated by advanced technologies, the potential for growing divisions in society resulting from gross inequities in income and from the loss of work as a central fact of (...) life, and of course, the unpredictability of regular and widespread interactions between humans and artificially intelligent programs and devices. The focus of this paper is an exploration of the future relationship between people and their robots and the anticipated role of ethics. (shrink)

Biological systems exhibit complexity at all levels of organization. It has recently been argued by Michael Behe that at the biochemical level a type of complexity exists--irreducible complexity--that cannot possibly have arisen as the result of natural, evolutionary processes and must instead be the product of (supernatural) intelligent design. Recent work on self-organizing chemical reactions calls into question Behe's analysis of the origins of biochemical complexity. His central interpretative metaphor for biochemical complexity, that of the well-designed mousetrap that ceases to (...) function if critical parts are absent, is undermined by the observation that typical biochemical systems exhibit considerable redundancy and overlap of function. Real biochemical systems, we argue, manifest redundant complexity--a characteristic result of evolutionary processes. (shrink)

This article explores manifestations of class from a combined aesthetical and political point of view, focusing on a selection of Swedish children’s picture books from 2009 to 2018, in which class differences are made prominent. In this sense, they can be regarded as radical. This study examines how political aspects are intertwined with literary, visual, and multimodal means. The main purpose is to examine how the political and aesthetical merge in the manifestations of class. The publishing of radical (...) picture books during the 2000s and 2010s coincided with a rise of norm-criti-cal discourse, including a strong emphasis on diversity rather than on social transformation. The books, I argue, do not depict radical change on a collective level, but uses various aesthetic means in their manifestations of class and inequality. Theoretically, the anal-ysis mainly draws on Pierre Bourdieu’s theory of capital, and Beverley Skeggs’s reasoning on class by adding the con-cept of respectability, as well as picturebook theory, and scholarly writing on radical picturebooks. (shrink)

ABSTRACTIn 2001, Julian Savulescu wrote an article entitled ‘Procreative Beneficence: Why We Should Select the Best Children’, in which he argued for the genetic selection of intelligence in children. That article contributes to a debate on whether genetic research on intelligence should be undertaken at all and, if so, should intelligence selection be available to potential parents. As such, the question of intelligence selection relates to wider issues concerning the genetic determination of behavioural traits, i.e. alcoholism. This article is designed (...) as an engagement in the intelligence selection debate using an analysis of Savulescu's arguments to raise a series of problematic issues in relation to the ethics of parental selection of intelligence. These problematic issues relate to wider assumptions that are made in order to put forward intelligence selection as a viable ethical option. Such assumptions are more generic in character, but still relate to Savulescu's article, concerning issues of genetic determinism, private allocation and inequality, and, finally, individual versus aggregate justice. The conclusion focuses on what the implications are for the question of agency, especially if intelligence selection is allowed. (shrink)

The history of research on the genetics of intelligence is fraught with social bias. During the eugenics era, the hereditary theory of intelligence justified policies that encouraged the proliferation of favored races and coercively stemmed procreation by disfavored ones. In the 1970s, Berkeley psychologist Arthur Jensen argued that black students’ innate cognitive inferiority limited the efficacy of federal education programs. The 1994 controversial bestseller The Bell Curve, by Richard J. Herrnstein and Charles Murray, rehashed the claim that race and class (...) disparities stem from immutable differences in inherited intelligence, which could not be eliminated through social interventions. Today most scientists studying the genetics of intelligence distance themselves from this history of social bias by arguing that their research need not investigate intellectual differences between social groups. Rather, they argue, examining the heritability of intelligence can be socially neutral and may even help to reduce social inequities. I argue, however, that research on the genetics of intelligence cannot be socially neutral. Even if we divorce the heritability of intelligence from a eugenicist mission, measuring intelligence remains useful only as a gage of individuals’ appropriate positions in society. Research into the genetics of intelligence ultimately helps to determine individuals’ inherited capacity for particular social positions, even when researchers aim to modify the effects of inheritance. (shrink)

ABSTRACT Human-technology interactions are omnipresent in daily life, a reality that must be faced to enact positive change without uprooting the technological systems that have come to define us. The present study develops a collective intelligence model for human-technology interaction design that aims to promote peace, prosperity, and happiness through design intentionality informed by utopian targets of radical improvement in society. Participants generated ideas, clarified and consolidated them, and then developed an interpretive structure model of the most important affordances identified (...) during the idea generation phase. Coupled with a two-pass thematic analysis of the original idea set, what emerged is a model that is informed by stakeholder users of the technologies of tomorrow. Affordance themes centered on the importance of promoting world peace through technological means, identifying and rectifying material and financial inequalities, addressing negative well-being effects in current technologies, and increasing global collaboration and eventual expansion into the cosmos. (shrink)

This paper delves into the intricate relationship between Artificial Intelligence (AI) and the art ecosystem, emphasizing the need for a decolonizing approach in the face of AI's growing influence. It argues that the development of AI is not just a technological leap but also a significant cultural and societal moment, akin to the advent of moving images that Walter Benjamin famously analyzed. The paper examines how AI, particularly in its current oligarchical and corporate-driven form, perpetuates and magnifies the existing social (...) inequalities, thereby necessitating a critical and radical rethinking of its role in society and the arts. At the heart of the discussion is the concept of AI as a broad term encompassing various forms of machine intelligence, from natural language processing to computer vision. The paper criticizes the dominant anthropocentric view of intelligence and creativity, proposing a more inclusive approach that considers the diverse forms of intelligence present in other species and potentially in AI itself. It underscores the role of AI in shaping the art ecosystem, not just in the creative process but also in gatekeeping and decision-making. The paper proposes a framework for decolonizing AI in the art ecosystem, focusing on four key tasks: recognizing access as a form of power, understanding and addressing biases inherent in AI, assessing the impact of AI on marginalized communities, and challenging dominant narratives and epistemologies to create space for alternative voices and perspectives. It emphasizes the need for artists and the art community to engage actively with AI, shaping its development towards more equitable and just outcomes. In conclusion, the paper calls for a radical reimagination of AI's role in society and the arts, advocating for a future where AI is not just about technological advancement but also about fostering a more inclusive, equitable, and creatively diverse world. It invites artists, thinkers, and innovators to join in this journey of reimagining and reshaping the future of AI and the art ecosystem. (shrink)

This article considers film as a form of artificial intelligence (AI). This non-anthropocentric hypothesis was first formulated in 1946 by filmmaker and theorist Jean Epstein and regards film as the thinking performance of a technical apparatus, the cinematograph, which is a manifestation of machine thinking based on the holistic entanglement of thought and world, film and philosophy. The article pursues an enquiry into ‘thinking’: one of the most prominent and oldest topics considered in philosophy, and also essential to art and (...) film. Thinking is not only characterised as a sense (like sight or taste) but as a creative and, ultimately, intra-active act. The possibility of film as AI is approached not only from a Deleuzian angle, long appraised by film-philosophy, but also through questions recently raised by theories of artistic research and the speculative-materialist turn in contemporary philosophy. The latter have as a common denominator a strong critique of anthropocentrism in Western philosophy; the article enquires into this criticism from different angles and applies it to the main hypothesis of this analysis – to regard film as a form of AI. (shrink)

In response to calls for greater interdisciplinary involvement from the social sciences and humanities in the development, governance, and study of artificial intelligence systems, this paper presents one sociologist’s view on the problem of algorithmic bias and the reproduction of societal bias. Discussions of bias in AI cover much of the same conceptual terrain that sociologists studying inequality have long understood using more specific terms and theories. Concerns over reproducing societal bias should be informed by an understanding of the ways (...) that inequality is continually reproduced in society—processes that AI systems are either complicit in, or can be designed to disrupt and counter. The contrast presented here is between conservative and radical approaches to AI, with conservatism referring to dominant tendencies that reproduce and strengthen the status quo, while radical approaches work to disrupt systemic forms of inequality. The limitations of a conservative approach to racial bias are discussed through the specific example of biased criminal risk assessments and Indigenous overrepresentation in Canada’s criminal justice system. This illustrates the dangers of treating racial bias as a generalizable problem and equality as a generalizable solution, emphasizing the importance of considering inequality in context. Societal issues can no longer be out of scope for AI and machine learning, given the impact of these systems on human lives. This requires engagement with a growing body of critical AI scholarship that goes beyond biased data to analyze structured ways of perpetuating inequality, opening up the possibility for interdisciplinary engagement and radical alternatives. (shrink)

Combat sports and martial arts are often associated with aggressiveness among the general public, although data on judo and/or martial arts and aggressiveness seem to be unclear. This research aims to compare athletes who have trained judo for a prolonged time and athletes from various team sports, primarily regarding the manifestation of aggression, but also regarding personality traits, emotional intelligence, and self-efficacy. Also, the potential predictive value of personality traits, emotional intelligence, and self-efficacy for aggression within subsamples of judokas and (...) team athletes was tested. The research findings showed that professional judo athletes are characterized by a low degree of aggression, especially low indirect and physical manifestations of aggression. In addition, the personality traits Honesty-Humility and Openness to experience are well expressed, contrary to Emotionality and Extraversion, which are less pronounced. They are also characterized by moderate general self-efficacy. On the other hand, members of team sports produced the opposite results, as they are characterized by increased aggression, pronounced traits of Emotionality and Extraversion, somewhat less pronounced traits of Honesty-Humility, Openness to new experience, and less pronounced general self-efficacy. The percentage of explained variability of aggression is slightly higher in the subsample of team sports and constitutes 49.9% of the variability, while in the subsample of judokas it constitutes 47.8% of the variability of the criteria. Practical implications, limitations, and future research directions were discussed. (shrink)

Born in Vienna in 1864, Bernard Hollander was a London-based psychiatrist. He is best known for being one of the main proponents of phrenology. This title originally published in 1931 looks at the different regions of the brain and their various functions in relation to intelligence. From the preface: "The records of cases collected by the author, including some of his own, point to there being at least three main regions of totally different functions…. Of these three regions, the frontal (...) is by far the largest in man and the most important, being the region for the manifestation of the highest intellectual abilities." Back in print this is a chance to read all about the study of the brain, mind and external signs of intelligence from the early twentieth century. (shrink)

From artistic performances in the visual arts and in music to motor control in gymnastics, from tool use to chess and language, humans excel in a variety of skills. On the plausible assumption that skillful behavior is a visible manifestation of intelligence, a theory of intelligence—whether human or not—should be informed by a theory of skills. More controversial is the question as to whether, in order to theorize about intelligence, we should study certain skills in particular. My target is the (...) view that only a particular class/kind of skill (i.e., ‘theoretical’, or ‘intellectual’ skills, versus ‘practical’, or ‘embodied’ skills) manifests intelligence, or especially does so. I call this view ‘Intelligence Elitism’. Intelligence Elitism is pervasive in popular culture, in academic culture, as well as in psychometrics. It has, arguably, a long pedigree in philosophy (though explicit arguments for it are rare). But it is a substantive view which, if false, can promote unfairness. In this article, I defend Intelligence Socialism—the claim that intelligent behavior is everywhere skillful behavior is. I go on to isolate the best case for the further Elitist claim that, even if all skillful behavior is intelligent in some modest sense of ‘intelligence’, there is a principled difference in intelligence between theoretical, or intellectual, skills, on one side, and practical, or embodied skills, on the other, and I show it wanting. (shrink)

The essays study from different perspectives, the much discussed and crucial topic of social discrimination, and particularly Dalit exploitation. The work is highly interdisciplinary in nature-relevant for several subjects and disciplines such as political science, sociology, Dalit studies, minority studies, women's studies, anthropology, law, economics This work specifically sets out to explore contemporary manifestations of discrimination that persist in our society through institutions and through norms and practices that define the terms on which certain social groups continue to be (...) excluded. The contributors bring in different critical perspectives from their different disciplines. (shrink)

An important but easily forgotten moment in the history of film-philosophy is Jean Epstein's assertion that cinema, more than merely thinking, has a kind of intelligence. If it is a newfound conception of rationality that is needed for any contemporary ethical relation to the world, as thinkers from Reza Negarestani and Pete Wolfendale to feminist collective Laboria Cuboniks have espoused in their respective neo-rationalist projects, then cinema as a thinking thing must be interrogated in its relation to reason. A somatophilia (...) of purely affective and phenomenological approaches in film theory alongside micropolitical injunctions to undermine common-sense and liberate one's desire in extremity can fall limp in view of such calls for universal thinking around rationality. To understand cinema's specific form of intelligence, this article will explore Luc Besson's Lucy as an instance of how film is able to represent intelligence. Besson's film provides a site where Western cultural anxieties and assumptions around intelligence are manifested. This will allow an explication of contemporary approaches to intelligence in philosophy whilst confronting these discourses with the insidious problematics of gender and race that undergird the film. I argue that Lucy shares many of its ambitions with the emerging vectors of thought associated with the neo-rationalist perspective in its engaging with a rethinking of universal values and the Promethean possibilities of human action. Reading the film through these philosophies will help position the ethical stakes it sets up, but also to distinguish it from a trend of contemporary “posthuman” films that it finds itself in company with. While it is certainly true that posthuman themes, as well as transhumanist fantasies, seem to permeate Besson's film, this article will incorporate another neologism, taken from neo-rationalist thinkers, in order to emphasise moments that can be productive from the standpoint of a philosophical account of intelligence: “rationalist inhumanism.”. (shrink)

Purpose The purpose of this study is to examine public perceptions and attitudes toward using artificial intelligence (AI) in the US criminal justice system. Design/methodology/approach The authors took a quantitative approach and administered an online survey using the Amazon Mechanical Turk platform. The instrument was developed by integrating prior literature to create multiple scales for measuring public perceptions and attitudes. Findings The findings suggest that despite the various attempts, there are still significant perceptions of sociodemographic bias in the criminal justice (...) system and technology alone cannot alleviate them. However, AI can assist judges in making fairer and more objective decisions by using triangulation – offering additional data points to offset individual biases. Social implications Other scholars can build upon the findings and extend the work to shed more light on some problems of growing concern for society – bias and inequality in criminal sentencing. AI can be a valuable tool to assist judges in the decision-making process by offering diverse viewpoints. Furthermore, the authors bridge the gap between the fields of technology and criminal justice and demonstrate how the two can be successfully integrated for the benefit of society. Originality/value To the best of the authors’ knowledge, this is among the first studies to examine a complex societal problem like the introduction of technology in a high-stakes environment – the US criminal justice system. Understanding how AI is perceived by society is necessary to develop more transparent and unbiased algorithms for assisting judges in making fair and equitable sentencing decisions. In addition, the authors developed and validated a new scale that can be used to further examine this novel approach to criminal sentencing in the future. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Live Like Nobody Is Watching: Relational Autonomy in the Age of Artificial Intelligence Health Monitoring by Anita HoTina Nguyen (bio)Live Like Nobody Is Watching: Relational Autonomy in the Age of Artificial Intelligence Health Monitoring by Anita Ho New York: Oxford University Press, 2023As the reach of artificial intelligence (AI)- and machine learning (ML)-enabled technologies continues to expand in the healthcare field, bioethicists have examined the ethical issues that (...) come as a result of using these technologies. In this ethical assessment, most bioethicists, myself included, have discussed how AI/ML violates the ethical principle of autonomy. The commonly cited definition of autonomy comes from Beauchamp and Childress's Principles of Biomedical Ethics (2019), where autonomy is the right of the individual to make decisions for themselves. However, autonomy regarding AI/ML in healthcare has not been or is rarely discussed from the feminist perspective. In Live Like Nobody Is Watching: Relational Autonomy in the Age of Artificial Intelligence Health Monitoring (further referred to as Live Like Nobody Is Watching), Anita Ho, in addition to other points, argues that AI for health monitoring needs to be examined through a relational autonomy lens. Not only is this perspective innovative but it also shows how a predominantly male field has shaped the narrative surrounding AI/ML. In this review, I provide a brief overview of the chapters, explore Ho's arguments for relational autonomy, and discuss future applications of this work.Live Like Nobody Is Watching begins with a preface where the readers are introduced to a real-life scenario. Ho describes a friend's experience of [End Page 101] debating with themself whether to use surveillance for their mother with early-stage dementia who claims someone has been moving her things. This sets up the rest of the book in which questions of should these technologies be used and in what context are they appropriate are debated using relational autonomy. The introduction serves as a brief primer to AI (ML and deep learning) and its role in healthcare followed by a layout of the subsequent chapters. Chapter 1 connects health monitoring AI with relational autonomy, where Ho suggests that the liberal view of autonomy is not appropriate for health monitoring technologies. This is due to the fact that the patient populations using these technologies are reliant, to various degrees, on social relationships. In chapters 2, 3, and 4, Ho addresses how health-monitoring AI requires relational autonomy through use cases concerning home-health monitoring, direct-to-consumer monitoring, and AI monitoring for medication adherence. Throughout these chapters, Ho discusses the claimed benefits of these AI/ML interventions and cautions about the ethical challenges, such as health inequities and testimonial injustice, that can arise with these technologies. Finally, chapter 5 serves as the conclusion, where Ho ultimately argues that health-monitoring AI should be viewed through relational autonomy instead of the traditional view, and she advocates for dialogic engagement (including bringing patients/patients' families into the conversation). The narrative goes full circle with the events in the preface being addressed in the epilogue, where the friend decided to incorporate a smart frame device that would allow them to have video calls with their mother. However, the friend is still grappling with the idea of surveillance given an incident in which another dementia resident accidentally wandered into their mother's room. To this, Ho ends the book by proposing better lighting in the hallways rather than immediately turning to the next high-tech innovation.Ho presents several arguments throughout the book but emphasizes the main argument that relational autonomy should be practiced over the traditional, liberal view of autonomy. Ho discusses the three elements of socio-relational autonomy (using Catriona Mackenzie's work): self-governance, self-determination, and self-authorization. Components of the traditional bioethical view of autonomy are seen in these three elements, with the process of informed consent being closely tied to the concept of autonomy. Under the traditional view, an autonomous individual should have decision-making capacity and be able to make a decision based on the information provided to them without coercion. In the informed consent process, patients should be provided adequate information along with... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Live Like Nobody Is Watching: Relational Autonomy in the Age of Artificial Intelligence Health Monitoring by Anita HoTina Nguyen (bio)Live Like Nobody Is Watching: Relational Autonomy in the Age of Artificial Intelligence Health Monitoring by Anita Ho New York: Oxford University Press, 2023As the reach of artificial intelligence (AI)- and machine learning (ML)-enabled technologies continues to expand in the healthcare field, bioethicists have examined the ethical issues that (...) come as a result of using these technologies. In this ethical assessment, most bioethicists, myself included, have discussed how AI/ML violates the ethical principle of autonomy. The commonly cited definition of autonomy comes from Beauchamp and Childress's Principles of Biomedical Ethics (2019), where autonomy is the right of the individual to make decisions for themselves. However, autonomy regarding AI/ML in healthcare has not been or is rarely discussed from the feminist perspective. In Live Like Nobody Is Watching: Relational Autonomy in the Age of Artificial Intelligence Health Monitoring (further referred to as Live Like Nobody Is Watching), Anita Ho, in addition to other points, argues that AI for health monitoring needs to be examined through a relational autonomy lens. Not only is this perspective innovative but it also shows how a predominantly male field has shaped the narrative surrounding AI/ML. In this review, I provide a brief overview of the chapters, explore Ho's arguments for relational autonomy, and discuss future applications of this work.Live Like Nobody Is Watching begins with a preface where the readers are introduced to a real-life scenario. Ho describes a friend's experience of [End Page 101] debating with themself whether to use surveillance for their mother with early-stage dementia who claims someone has been moving her things. This sets up the rest of the book in which questions of should these technologies be used and in what context are they appropriate are debated using relational autonomy. The introduction serves as a brief primer to AI (ML and deep learning) and its role in healthcare followed by a layout of the subsequent chapters. Chapter 1 connects health monitoring AI with relational autonomy, where Ho suggests that the liberal view of autonomy is not appropriate for health monitoring technologies. This is due to the fact that the patient populations using these technologies are reliant, to various degrees, on social relationships. In chapters 2, 3, and 4, Ho addresses how health-monitoring AI requires relational autonomy through use cases concerning home-health monitoring, direct-to-consumer monitoring, and AI monitoring for medication adherence. Throughout these chapters, Ho discusses the claimed benefits of these AI/ML interventions and cautions about the ethical challenges, such as health inequities and testimonial injustice, that can arise with these technologies. Finally, chapter 5 serves as the conclusion, where Ho ultimately argues that health-monitoring AI should be viewed through relational autonomy instead of the traditional view, and she advocates for dialogic engagement (including bringing patients/patients' families into the conversation). The narrative goes full circle with the events in the preface being addressed in the epilogue, where the friend decided to incorporate a smart frame device that would allow them to have video calls with their mother. However, the friend is still grappling with the idea of surveillance given an incident in which another dementia resident accidentally wandered into their mother's room. To this, Ho ends the book by proposing better lighting in the hallways rather than immediately turning to the next high-tech innovation.Ho presents several arguments throughout the book but emphasizes the main argument that relational autonomy should be practiced over the traditional, liberal view of autonomy. Ho discusses the three elements of socio-relational autonomy (using Catriona Mackenzie's work): self-governance, self-determination, and self-authorization. Components of the traditional bioethical view of autonomy are seen in these three elements, with the process of informed consent being closely tied to the concept of autonomy. Under the traditional view, an autonomous individual should have decision-making capacity and be able to make a decision based on the information provided to them without coercion. In the informed consent process, patients should be provided adequate information along with... (shrink)

This paper explores how English language has gradually become a linguistic form of cultural capital in China’s zigzag journey to modernization. It situates English’s status in flux in historical context, with an analysis at both the international and intra-national level. It showcases the necessity to embed cultural capital within Bourdieu’s full framework, and evidences the arbitrary nature of this form of cultural capital for its intimate tie to power and politics. By revealing how English has been officially consecrated as a (...) global lingua franca and then socially recognized for material and symbolic benefits, this paper implicitly problematizes the officially validated cultural hierarchy, argues that the value of a cultural capital is context-dependent, politically and socially constructed, inseparable from the field where it is produced. The present-day English manifests its symbolic power in classification and social stratification, entrenching the already entrenched inequality within and without the national state. (shrink)

"The article is devoted to the ethical aspects of artificial intelligence functioning. The problem of the safe coexistence of man and artificial intelligence is taking on increasing importance. The definition of artificial intelligence and the explanation of the difference between weak, strong artificial intelligence and super-intelligence are given. The first ethical problem of artificial intelligence functioning is the existential question of human redundancy due to the spread of artificial intelligence. The article emphasizes that artificial intelligence, on the one hand, frees (...) a person from certain areas of activity, facilitating their existence, on the other hand, it makes them superfluous in production and in personal life. The second is the problem of responsibility for the actions of artificial intelligence. The article argues for the necessity of human responsibility for the actions of artificial intelligence because artificial intelligence does not have consciousness. The third problem is the intensification of the phenomenon of stupidity in society. Artificial intelligence creates the conditions for the increasing cleverness of some segments of the population and stupidity of others, which can result in even greater mental and property inequality. Keywords: intelligence, artificial intelligence, ethics, responsibility, legal responsibility, human existential state, problem of redundancy, stupidity. ". (shrink)

In Ennead III.5 On Love, Plotinus' discussion of erôs is underlined by Plato’s discourse on love in the Symposium and the Phaedrus.[1] Plotinus conceives erôs as a purified power, which directs the soul to the intelligible realm of beauty and the world of the Forms.[2] Modern scholarship considers the Plotinian erôs as an ascending power that is always directed to the higher realm of the Forms and never to the lower perceptible realm. Throughout the Enneads, the soul is described as (...) purely and originally an intelligible entity in all its manifestations and expressions (ex. Ennead IV.8).[3] Plotinus particularly supports a dual aspect theory of the soul, in which the homogenous psychē consists of two interrelated aspects - a higher intelligible part related to Intellect, and a lower perceptible part related to the sensible bodies (Caluori, 2015; Remes, 2007; Stamatellos, 2013; Stern-Gillet, 2009). However, limited attention has been paid to the intelligible aspects of the soul's desire in Plotinus' conception of erôs. In this context, this paper aims to revisit the view that Plotinus completely refuted the desire of the physical bodies, and consequently refuted erôs as a power directed to the lower perceptible realm (Ferwerda, 1965; Friedländer, 1964; Hadot, 1963; Wallis, 1995). It is argued that in light of the soul's intelligibility, desire also has an intelligible aspect when it is directed, along with the power of love, to the earthly realm and thus the true intelligible beauty of the perceptible bodies is recognized. [1] Hereafter, all quotations from Plotinus’ Enneads will solely refer to Armstrong’s (1966-1988) translations. [2] See Bertozzi (2012, 2021); Tatarkiewicz (1980); Wallis (1995); Wiitala (2013), Vasilakis (2021). [3] For Plotinus’ theory of the soul, see his treatises in Ennead IV. Also see Blumenthal (1971) and Caluori (2015). (shrink)

The theme of this issue of Ethical Perspectives is the French tradition in liberal thought, and the unique contribution that this tradition can make to debates in contemporary liberalism. It is inspired by a colloquium held at the Katholieke Universiteit Leuven in December of 2008 entitled “In Search of a Lost Liberalism: Constant, Tocqueville, and the singularity of French Liberalism.” This colloquium was held in conjunction with the retirement of Leuven professor and former Dean of the Institute of Philosophy, André (...) Van de Putte, who found much inspiration in this tradition. A revised version of his valedictory lecture from the conference serves as the final contribution to this issue. Much contemporary liberal political philosophy is currently done in conversation with a line of liberal thinkers starting with John Locke, running through Immanuel Kant and John Stuart Mill, and culminating in the work of John Rawls and his followers. The reasons for the enormous appeal of this philosophical tradition are, among other things, the combination of the central role of the intuitively appealing value of individual liberty with a strong rationalistic, universalistic, and normative character. The thread running through most of these liberal theories is a commitment to what the French liberal Benjamin Constant referred to as “the liberty of the moderns,” that is, liberty in a negative sense, as a lack of interference in one’s activity from others and from government. This focus has expanded over time to include a richer body of civil, political, social, economic and cultural rights, for instance, in the work of liberal thinkers who have tried to integrate the insights of communitarian thought and discourse ethics in their work. However, the emphasis on individual liberty in the negative sense continues to be the normative and theoretical touchstone and default position for many contemporary liberal theories. The limitation of the canon of liberal thought to the aforementioned authors and themes deprives the contemporary debate of a rich source of ideas: the French liberal tradition. Montesquieu, considered to be the father of this tradition, provides a good example of how it can enrich current debates in liberal theory. Montesquieu’s work evinces a keen eye for the dynamics of power relations and the limitations of the power of the better rational argument. His insight that power can sometimes only be checked by an equal and opposing power, so that a system of separation and balance of powers is necessary in order to preserve liberty, is reflected in the foundations of most modern democracies. Montesquieu also argues that contingent environmental, historical, social and economic conditions play a dramatic role in determining what kind of government is appropriate for a particular society. On his view, ignoring these facts when framing a government can inadvertently end in despotism. Montesquieu’s observations challenge us to reexamine some of contemporary liberalism’s universalist and rationalist claims. Benjamin Constant is most famous for his distinction between two kinds of liberty: the liberty of the ancients and the liberty of the moderns. The ancient form of liberty manifested itself in the active political participation of citizens in the ancient republic. While this form of government and decision-making was suitable for small, homogeneous city-states, Constant argues that it is impracticable for large modern nation-states. Hence, the concept of modern liberty shifts to an emphasis on the rule of law and the non-interference of the state in private matters. This form of liberty is familiar to us from contemporary liberalism – and Constant cherishes this form of freedom as much as any liberal does today. However, his position is complex: he also argues that the liberty of the ancients should not be neglected. Active political participation is needed to ensure that the government is executing its duty of preserving the modern form of liberty by publicly pointing out violations. The contemporary relevance of Constant’s work is clear when we consider the alleged “democratic deficit” that plagues the EU and international institutions such as the UN, the IMF, and the World Bank. Not only does this democratic deficit threaten the modern form of liberty by placing decision-making processes out of sight of the people, it also threatens citizens’ sense of self-respect derived from self-governance. Constant’s argument for the necessity of combining the liberty of the ancients with that of the moderns provides a fruitful resource for confronting these contemporary issues. Tocqueville’s work on liberalism benefits from his opportunity to observe a society founded on liberal democratic principles – the United States of America – in action. In his Democracy in America, he examines the social consequences, both intended and unintended, of building a society on ‘the equality of conditions’, as he defines ‘democracy’. Tocqueville sees a tension between the democratic value of equality and the aristocratic value of the rule of the best. He observes that democratic societies do not necessarily choose the best leaders and instead promote mediocrity instead of virtue, talent, and excellence. Democracy also confronts citizens with the threat of ‘soft despotism’, where a government that preserves the outer signs of the liberty of the moderns nevertheless controls the behavior of its citizens in minute detail through a system of detailed rules ostensibly aimed at their welfare. This paternalism is an even more insidious threat to liberal values than the hard variety of despotism, since it is so difficult to detect and done in the name of liberal values themselves. Taking Tocqueville’s observations seriously would add complexity to attempts to theorize about the modern social-democratic welfare state. The contributions to this issue supplement and critique mainstream liberal thought and its relation to contemporary issues through a serious engagement with the French liberal tradition. Annelien De Dijn’s contribution discusses Bertrand de Jouvenel, a lesser-known 20th Century representative of the French political tradition she terms ‘aristocratic liberalism’. This tradition has its roots in the work of Montesquieu, and emphasizes the importance of intermediary bodies, most importantly the aristocracy, in providing a check to the top-down power of despotic state authorities and the bottom-up power of revolutionary leveling tendencies, both of which threaten liberty. De Dijn situates Jouvenel in this tradition, but then indicates an important difference between his thought and that of his predecessors: his most significant work, On Power, is not only on French history, but on European history. Pointing to the enthusiastic reception of this work in the Anglophone world, she suggests that the rise of totalitarianism in Europe gave the anti-totalitarian features of aristocratic liberalism a broader appeal. Valentino Lumowa’s paper concerns Constant’s classic text, The Liberty of the Ancients Compared with that of the Moderns. Lumowa argues that in order to understand Constant’s piece, we must be aware that its two parts were written under different historical circumstances and decipher the argumentative thrust inherent in the text. Following Stephen Holmes, he argues that to understand the shift Constant made in the second part of the text, we should read it within the context of the increasing influence of the ultra-Royalists in the legislature during the Bourbon Restoration. However, in contrast to Holmes, he contends that the spirit of both civic and individual freedom, which enlivens representative system, is the backbone of the text in its unity. Demin Duan’s essay investigates an apparent ambivalence between liberal and imperialist tendencies in the work of Alexis de Tocqueville, which has already drawn some attention from Tocquevillian scholars. These interpretations of Tocqueville and his writings on empire generally agree that Tocqueville stands in a recognized tradition of liberalism, which is characterized by respect for human rights, individual freedom and a sense of universal humanism. On this standard view, Tocqueville’s support of imperialism represents nothing but an unfortunate breach of his own otherwise consistent liberal thinking. Duan’s article questions this standard position. By questioning the assumption of Tocqueville’s liberalism in the first place, he tries to gauge the influence of both the old republican tradition and the new liberal perspective on his thinking. In conclusion, he argues that Tocqueville’s overall thought, especially his notion of freedom, is very much informed by an old republican tradition. His support of French imperialism could be better understood from this perspective rather than be rendered simply as a deviation from liberal norms. Pawel Marczewski’s contribution is an attempt to show that Tocqueville’s conception of liberty transcends the divisions between negative and positive aspects of freedom. He begins by juxtaposing this conception with the opposition drawn by Constant between liberty of the ancients and liberty of the moderns. While Tocqueville and Constant shared a concern for the preservation of individual rights, Tocqueville was much more reluctant to accept the modern loss of the communal dimension of liberty. He did not accept the view that jouissances privées, private pleasures, are the main compensation that the modern world has to offer for the lost ancient treasure of political participation. The essay then looks into the relevance of Tocqueville’s standpoint for current debates between liberal defenders of negative freedom and republican advocates of freedom as non-domination. Participants on both sides of the debate seem to be so devoted to showing that their particular approach provides the best guarantees against actual and possible threats to liberty that they overlook the fact that their definitions of freedom remain significantly similar. By arguing that ‘to be free is to be guided by one’s own will’, contemporary republicans, as well as their liberal counterparts, move along the lines drawn by Constant towards private pleasures. By questioning the inevitability of this turn, Tocqueville provides us with a valuable contribution to these discussions in contemporary political philosophy. Finally, André Van de Putte’s contribution, an adaptation of his emeritus speech that closed the conference on French Liberalism, appeals to Tocqueville in order to draw attention to the importance of intermediary, dialogical bodies in mitigating the implicit despotic tendencies of the democratic drive to equality. In Tocqueville’s view, the transition from the feudal corporate inequality to democratic individual equality was not a clean break. Rather, this transition is a continual process of democratization that is driven by a desire for equality, or egalité des conditions. This dissolution of distinctions of estate, class and status has the unintended consequence of concentrating the diffuse power of these entities into a centralized state, which is responsible for ensuring the equality of all under the law. This process leaves increasingly isolated and atomized individuals to face the power of a monolithic state in defense of their freedom, and moves toward a soft, paternalistic despotism. Constant’s freedom of the moderns is not sufficient to protect individuals from this centralized power. Democracy also requires the political freedom of the ancients. Van de Putte argues for a system in which atomized individuals organize themselves into intermediary bodies that, in a Montesquieuian balance of powers, can enter into dialogue with each other and the state on more equitable terms. Van de Putte’s contribution closes with a plea for a conception of democracy as a regime of dialogue. (shrink)

Digital inequality and digital justice are pressing issues in today's world. This work examines the socio-philosophical aspects of these problems and proposes measures to achieve digital justice. The authors draw attention to the fact that digital inequality can manifest itself in various forms, such as access to information, technology and resources, as well as opportunities to participate in the digital economy. This can lead to increased social inequalities and limited opportunities for the development of individuals and society as a whole. (...) To achieve digital justice, the authors propose a number of measures, such as improving access to digital technologies and resources, ensuring equal opportunities to participate in the digital economy, and protecting consumer rights and data privacy. They also draw attention to the need to promote digital literacy and education so that people can make effective use of digital technologies and resources. The authors also examine digital inequality and digital justice in the context of monopoly and free speech. They point out that some companies that declare their social responsibility may use their monopolistic position in the market to limit freedom of speech and access to information. In this context, the authors suggest strengthening the role of the state in regulating the digital economy and protecting consumer rights. In conclusion, the research is a valuable contribution to the field of research on digital inequality and digital justice. It emphasizes the need to take into account the socio-philosophical dimensions of these issues and suggests measures to achieve digital justice. It also draws attention to the importance of cultural and historical sensitivity in the development of digital policies and resources. (shrink)

Those who claim, whether with fear or with hope, that algorithmic governance can control politics or the whole political process or that artificial intelligence is capable of taking charge of or wrecking democracy, recognize that this is not yet possible with our current technological capabilities but that it could come about in the future if we had better quality data or more powerful computational tools. Those who fear or desire this algorithmic suppression of democracy assume that something similar will be (...) possible someday and that it is only a question of technological progress. If that were the case, no limits would be insurmountable on principle. I want to challenge that conception with a limit that is less normative than epistemological; there are things that artificial intelligence cannot do, because it is unable to do them, not because it should not do them, and this is particularly apparent in politics, which is a peculiar decision-making realm. Machines and people take decisions in a very different fashion. Human beings are particularly gifted at one type of situation and very clumsy in others. The part of politics that is, strictly speaking, political is where this contrast and our greatest aptitude are most apparent. If that is the case, as I believe, then the possibility that democracy will one day be taken over by artificial intelligence is, as a fear or as a desire, manifestly exaggerated. The corresponding counterpart to this is: if the fear that democracy could disappear at the hands of artificial intelligence is not realistic, then we should not expect exorbitant benefits from it either. For epistemic reasons that I will explain, it does not seem likely that artificial intelligence is capable of taking over political logic. (shrink)

The last financial crisis combined with some recent social trends (like growing inequality or environmental problems) inspired many contemporary economists to the re-evaluation of actual economic knowledge in the search for solutions to these problems. Modern economic schools (especially heterodox ones) stress the meaning of ethical issues in economics more often. The thesis of the paper is that this revival of the ethical face of present economics depends very strongly on the changing assumptions of human nature within economics and other (...) disciplines which work alongside economics, such as social psychology or business ethics, for instance. In order to prove the thesis, the paper provides an evaluation of current economic schools, especially within the heterodoxy, in search of their ethical aspects, and presents them as a result of the changing assumptions about human beings within those schools. This ethical dimension of human beings manifests itself in different ways, which can be perceived as a result of it being based on different ethical schools and different psychological and philosophical assumptions about human nature. Therefore, the paper also considers the current developments of the view on human beings in contemporary schools of economic ethics. (shrink)

Introduction. Innovationism in various areas of society has changed both the natural and social environment. The change speed in the new infor- mation and communication field is the reason for many questions related to studying the problems of society and the machine, finding out the place of artificial intelligence in social relations. These pro- cesses stimulated the philosophical research, the subject of which was man, modern technologies, scenarios for the development of society, socio- cultural and political-legal forms of its organization. (...) Since the 90s of the twentieth century in the West and later in Russia, a transhumanistic concept has been formed, which connects man, society and technology in a special way. Representatives of transhumanism study the technical develop- ments of human immortality and build models of the perfect man, pursuing as a goal, his deliver- ance from suffering and disease. Transhumanistic perspectives actualize the need for a thorough, constructive and critical assessment of the possible advantages and risks of technological development, and its impact on the political and legal structure. In this regard, the ability to see and isolate the features of this process and subsequent reflection is fundamentally important. The purpose of the article is to consider political and legal transformations in the context of the interaction of modern technologies and soci- ety through the prism of transhumanistic perspec- tives, to identify possible directions of philosophical reflection of political and legal modes of modernity. Methods. To achieve the research goal, general scientific methods of cognition were used: analysis and synthesis, induction, deduction, comparison, abstraction. The article also applied institutional- functional and system-structural approaches, the method of interpretation and content analysis. The analysis of public opinion and special labeling of artificial intelligence was carried out with the help of appealing to network content (social networks, blogs, and forums). Communication channels reproduce messages mentioning modern technolo- gies from the point of view of the philistine world- view based on stereotypes broadcast in society and the influence of popular culture. Content analysis revealed the relevance of the spectrum of labeling, relative to artificial intelligence systems, includ- ing the verbs “create”, “destroy”, “help”, “enslave”. Regarding the sphere of labor, law and politics, the positions differ, from outright alarmism to utopian images of social well-being. Scientific novelty of the study. The article analyzes the prospects of considering the phenom- enon of social transformations, the forms of their representation through political and legal views as exemplified by transhumanism. Results. The author attempts to give a comprehen- sive description of social changes in the field of public administration, legal regulation, legal per- sonality and legal responsibility, social equality of participants in legal relations through the specific refraction of these social phenomena in transhu- manistic ideas. The spectrum of the main problems in the sphere of interests of the transhumanistic worldview is listed. Conclusion. Turning to modernization strategies on the example of transhumanism is a natural and necessary need in the political and legal sphere, in particular. In the course of the analysis, a wide range of problems were identified that actualize the social and axiological and anthropological optics of the research. Diverse forms of transhumanistic political trends act as manifestations of socio-legal reflection on the intensification of innovation- ism, which is capable of radically changing human nature. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Human Roots of Artificial Intelligence:A Commentary on Susan Schneider's Artificial YouInês Hipólito (bio)Technologies are not mere tools waiting to be picked up and used by human agents, but rather are material-discursive practices that play a role in shaping and co-constituting the world in which we live.Karen BaradIntroductionSusan Schneider's book Artificial You: AI and the Future of Your Mind presents a compelling and bold argument regarding the potential impact (...) of advanced artificial intelligence (AI) on our society and personal identity. Schneider's argument emphasizes how AI may fundamentally alter our sense of self and disrupt traditional notions of identity and consciousness, motivating further significant cognitive science and ethical implications that require careful consideration. [End Page 297]The recent surge in AI hype has given rise to a widespread belief that AI is an autonomous and exceptional entity, potentially even possessing intelligence. This trend reflects a subtle reemergence of the classic Turing question, as the media bombards us with sensational inquiries into the intelligence of AI systems. Amidst this hype, it is easy to forget that AI is a product of human creation.Upon closer examination, the hype surrounding AI necessitates an assumption of its autonomy, which implies a belief in the realism of AI—the notion that AI, as an independent entity, is morally neutral. However, AI does not emerge in a vacuum. It is designed and developed by individuals who are shaped by their own experiences and biases.By endorsing the realism of AI as morally neutral (Cooley 1995), those involved in its design may use this argument to deflect ethical responsibility away from themselves and allow biases to persist, thereby perpetuating social injustice. Such attitudes toward AI revitalize the debate on the neutrality of technology (Ruane, Birhane, and Ventresque 2019; Du, Lu, and Xie 2021; Lüthi et al. 2023).This article presents a critique of realism with regard to AI highlighting the significant social implications both at the basis of design and that arise from our interactions with these technologies. The argument suggests that AI does not exist independently of human practices and values, but rather emerges from them. The article instead suggests viewing AI design as a cultural practice defending realism about self-determination agencies, drawing from Simone de Beauvoir's Ethics of Ambiguity as a means to understand the human roots on the basis of AI.I. Rejecting Realism about AIConsider the hypothetical scenario of an Artificial Intelligence system that is discovered by humans, but exists independently of human cognition and perception. This scenario embodies the philosophical perspective of realism about AI, which maintains that AI entities have objective existence in an abstract domain, independent of human invention or imagination. If this perspective were to hold true, then humans could not be held responsible for the actions of autonomous AI systems.If we were to conceive of AI as an ideal entity that exists independently of humans, it would likely lead to a number of negative consequences for society. First and foremost, it may lead to the dangerous assumption that AI systems are neutral and objective, devoid of the biases and prejudices that are inherent in human decision-making. This could create a false sense of trust in AI, leading to the belief that their decisions are inherently fair and impartial. However, the reality is that AI systems are not inherently neutral, but rather are shaped by the cultural and social contexts in which they are created and deployed. [End Page 298]AI as an autonomous, self-governing agent raises concerns about the attribution of accountability for its actions. Considering AI as an independent entity may pose challenges in assigning responsibility to its human creators and the industry that produced it. On the other hand, viewing AI as an ideal entity, distinct from human influence, may hinder its ability to foster a more equitable and just world. Importantly, overlooking the social and cultural dimensions of AI risks forfeiting opportunities to employ AI in redressing prevalent biases and inequities in society. AI possesses the potential to serve as a potent instrument for advancing social justice and equality, but this prospect necessitates acknowledging and... (shrink)

The Upanishads reveal that in the beginning, nothing existed: “This was but non-existence in the beginning. That became existence. That became ready to be manifest”. (Chandogya Upanishad 3.15.1) The creation began from this state of non-existence or nonduality, a state comparable to (0). One can add any number of zeros to (0), but there will be nothing except a big (0) because (0) is a neutral number. If we take (0) as Nirguna Brahman (God without any form and attributes), then (...) from where and how did the universe come into existence? -/- The neutral power (0) cannot produce anything without having an element of duality in it. Although Nirguna Brahman is neutral, it has a positive, negative, and neutral pole, constituting its Prakriti or nature. Prakriti has three latent Gunas (modes or qualities): Satva, Rajas, and Tamas. They are related to Gyana Shakti (the power of knowledge) Sankalpa Shakti (the power of ideation), and Kriya Shakti (the power of action). Science says that Atom is the basic element from which the universe evolved. The Atom has three nuclei- electron, pluton, and neutron. The Satva, Rajas, and Tamas in Indian spirituality are nothing but the mystical names for the nuclei of an atom. -/- According to Bhagavata Purana, Prakriti is also constituted of the elements of Time, Karma (action/destiny) and Swabhava (innate nature). Time disturbs the equilibrium of Gunas. From the aspect of Karma is produced an entity called Mahat, in the form of intelligence. Mahat is dominated by Satva and Rajas. From Mahat manifests the next evolute dominated by Tamas with three predominant qualities – Dravya (substance), Kriya (action), as well as intelligence. It forms to become the Ego principle (Ahamkara). -/- Ahamkara has three modes – Satvic, Rajasic and Tamasic. Satvic is Jnana oriented, Rajasic action-oriented and Tamasic Dravya (substance) oriented. From the Tamasic Ahankara, five gross elements are produced (ether, air, fire, water, and earth - Akash, Vayu, Agni, Jal and Prithvi). From the Satvic Ahamkara, guardian deities (the sun and moon, deities of sense organs, and organs of action) and from Rajasic Ahamkara, ten senses (Indriyas), five senses of perception, five organs of action, the faculties of intellect and Prana (life breath) are produced. -/- Bhagavata says that since these energies, elements, and faculties remained disassociated, they were combined to form a Cosmic Egg. The egg floats in the primal waters for a thousand years. Then God enters this Cosmic Egg and manifests himself as the Cosmic Purusha. He is the first nucleus, the God particle equivalent to the number (1) which is the embodiment of everything in the universe. The concept of creation and dissolution in Hinduism can be compared to the waves in an ocean that appear and disappear incessantly. The Manvantaras are such successive episodes of creation emerging from the Cosmic Person, the Manu who is embodied God-Consciousness, God himself. These episodes of creation are measured in Hinduism in terms of Manvantaras, the epochs of Manus. -/- Manu is the ‘First-Born’ (1) of God, the Cosmic Purusha from whom the world has originated. This Cosmic Person (Purusha) has been described as having fourteen biospheres (heavens) that are inhabited by various life forms in the order of evolution of consciousness. If we begin from the human biosphere (Bhuloka), there are ten astral biospheres that a man must transcend to attain liberation or Mukti from the cycle of births and deaths. -/- The number (1) produces the primary numbers up to (9) through the transmutation of the creational energies and qualities. The process can be related to the descent and cyclical evolution of (1) through ten spiritual stages, finally merging with the nondual (0). The number (10) marks the merger of (1) with (0). The Hindu worldview is that all life forms in an episode of creation must evolve to become one with the non-dual state (0) to attain liberation from the cycle of births and deaths in a cyclical process. -/- . (shrink)

In this paper, we delve into the significant impact of recent advancements in Artificial Intelligence (AI) on the future landscape of work. We discuss the looming possibility of mass unemployment triggered by AI and the societal repercussions of this transition. Despite the challenges this shift presents, we argue that it also unveils opportunities to mitigate social inequalities, combat global poverty, and empower individuals to follow their passions. Amidst this discussion, we also touch upon the existential question of the purpose of (...) human life in a world where machines predominantly perform work. Additionally, we explore the contentious issue of the moral status and rights of AI entities, contemplating the scenario where machines evolve to become sapient and sentient. The paper concludes with a call to action, emphasizing the necessity to acknowledge these potential outcomes and proactively seek solutions, as part of an inevitable journey through the evolution of human society shared with intelligent machines. (shrink)

To analyze which ethically relevant biases have been identified by academic literature in artificial intelligence algorithms developed either for patient risk prediction and triage, or for contact tracing to deal with the COVID-19 pandemic. Additionally, to specifically investigate whether the role of social determinants of health have been considered in these AI developments or not. We conducted a scoping review of the literature, which covered publications from March 2020 to April 2021. ​Studies mentioning biases on AI algorithms developed for contact (...) tracing and medical triage or risk prediction regarding COVID-19 were included. From 1054 identified articles, 20 studies were finally included. We propose a typology of biases identified in the literature based on bias, limitations and other ethical issues in both areas of analysis. Results on health disparities and SDOH were classified into five categories: racial disparities, biased data, socio-economic disparities, unequal accessibility and workforce, and information communication. SDOH needs to be considered in the clinical context, where they still seem underestimated. Epidemiological conditions depend on geographic location, so the use of local data in studies to develop international solutions may increase some biases. Gender bias was not specifically addressed in the articles included. The main biases are related to data collection and management. Ethical problems related to privacy, consent, and lack of regulation have been identified in contact tracing while some bias-related health inequalities have been highlighted. There is a need for further research focusing on SDOH and these specific AI apps. (shrink)

Increasing concerns have been raised regarding artificial intelligence (AI) bias, and in response, efforts have been made to pursue AI fairness. In this paper, we argue that the idea of structural injustice serves as a helpful framework for clarifying the ethical concerns surrounding AI bias—including the nature of its moral problem and the responsibility for addressing it—and reconceptualizing the approach to pursuing AI fairness. Using AI in healthcare as a case study, we argue that AI bias is a form of (...) structural injustice that exists when AI systems interact with other social factors to exacerbate existing social inequalities, making some groups of people more vulnerable to undeserved burdens while conferring unearned benefits to others. The goal of AI fairness, understood this way, is about pursuing a more just social structure with the development and usage of AI systems when appropriate. We further argue that all participating agents in the unjust social structure associated with AI bias bear a shared responsibility to join collective action with the goal of reforming the social structure, and we provide a list of practical recommendations for agents in various social positions to contribute to this collective action. (shrink)

The tendency to idealise artificial intelligence as independent from human manipulators, combined with the growing ontological entanglement of humans and digital machines, has created an “anthrobotic” horizon, in which data analytics, statistics and probabilities throw our agential power into question. How can we avoid the consequences of a reified definition of intelligence as universal operation becoming imposed upon our destinies? It is here argued that the fantasised autonomy of automated intelligence presents a contradistinctive opportunity for philosophical consciousness to understand itself (...) anew as holistic and co-creative, beyond the recent “analytic” moment of the history of philosophy. Here we introduce the concept of “crealectic intelligence”, a meta-analytic and meta-dialectic aspect of consciousness. Intelligent behaviour may consist in distinguishing discrete familiar parts or reproducible functions in the midst of noise via an analytic process of segmentation; intelligence may also manifest itself in the constitution of larger wholes and dynamic unities through a dialectic process of association or assemblage. But, by contrast, crealectic intelligence co-creates realities in the image of an ideal or truth, taking into account the desiring agent imbued with a sense of possibility, in a relationship not only with the Real but also with the creative sublime or “Creal”. (shrink)

This paper interprets facts about actions and responsibility in terms of Kant’s category of the ‘intelligible,’ but is also broadly naturalistic in its approach. It analyses intelligible facts in terms of two elements, the institutional and the normative. First, I draw on John Searle’s account of institutional facts. Searle emphasises that neither the meaning of a word nor my possession of something is a matter of empirical facts concerning the entity itself. Instead, to understand the nature of such facts, we (...) must take account of people’s shared beliefs. Kant’s account of property relations can, in part, be understood as an institution in Searle’s sense. Drawing on the work of Tamar Schapiro and Arthur Ripstein, I extend this idea to illuminate our ‘ownership’ of our deeds. Second, and more briefly, I present a normative element. Institutional facts need not, in themselves, be morally compelling. Under conditions of relative freedom and equality, however, I argue that practices of responsibility can be seen as a practical manifestation of critique. This generates a critical self-reflexivity that, I suggest, provides normative warrant to the practices of action and responsibility that we institute among ourselves. (shrink)