The available evidence indicates that the music of a culture reflects the speech rhythm of the prevailing language. The normalized pairwise variability index (nPVI) is a measure of durational contrast between successive events that can be applied to vowels in speech and to notes in music. Music–language parallels may have implications for the acquisition of language and music, but it is unclear whether native-language rhythms are reflected in children's songs. In general, children's songs exhibit greater rhythmic regularity than adults' songs, (...) in line with their caregiving goals and frequent coordination with rhythmic movement. Accordingly, one might expect lower nPVI values (i.e., lower variability) for such songs regardless of culture. In addition to their caregiving goals, children's songs may serve an intuitive didactic function by modeling culturally relevant content and structure for music and language. One might therefore expect pronounced rhythmic parallels between children's songs and language of origin. To evaluate these predictions, we analyzed a corpus of 269 English and French songs from folk and children's music anthologies. As in prior work, nPVI values were significantly higher for English than for French children's songs. For folk songs (i.e., songs not for children), the difference in nPVI for English and French songs was small and in the expected direction but non-significant. We subsequently collected ratings from American and French monolingual and bilingual adults, who rated their familiarity with each song, how much they liked it, and whether or not they thought it was a children's song. Listeners gave higher familiarity and liking ratings to songs from their own culture, and they gave higher familiarity and preference ratings to children's songs than to other songs. Although higher child-directedness ratings were given to children's than to folk songs, French listeners drove this effect, and their ratings were uniquely predicted by nPVI. Together, these findings suggest that language-based rhythmic structures are evident in children's songs, and that listeners expect exaggerated language-based rhythms in children's songs. The implications of these findings for enculturation processes and for the acquisition of music and language are discussed. (shrink)

Both target papers cite evidence from infancy and early childhood to support the notion of human musicality as a somewhat static suite of capacities; however, in our view they do not adequately acknowledge the critical role of developmental timing, the acquisition process, or the dynamics of social learning, especially during later periods of development such as middle childhood.

The hypothesis that word representations are emotionally impoverished in a second language (L2) has variable support. However, this hypothesis has only been tested using tasks that present words in isolation or that require laboratory-specific decisions. Here, we recorded eye movements for 34 bilinguals who read sentences in their L2 with no goal other than comprehension, and compared them to 43 first language readers taken from our prior study. Positive words were read more quickly than neutral words in the L2 across (...) first-pass reading time measures. However, this emotional advantage was absent for negative words for the earliest measures. Moreover, negative words but not positive words were influenced by concreteness, frequency and L2 proficiency in a manner similar to neutral words. Taken together, the findings suggest that only negative words are at risk of emotional disembodiment during L2 reading, perhaps because a positivity bias in L2 experiences ensures that positive words are emotionally grounded. (shrink)

Current organizations are underpinned by utilitarian ethics of Modernity. Pure economic motive driven organizations detach themselves from larger societal interest. Rising number of corporate scandals and intraorganizational income inequalities are breeding similar trends in society at large. Current organizations base their competitive advantage on resources and capabilities which boils down to economic supremacy at all cost whether it is named I/o or RBV of the firm. This theoretical article posits Ethics-based Trust as the main competency and capability for attaining sustained (...) competitive advantage. It in no way condemns utility view of the firms but treats it as a natural yet secondary outcome of genuine ethicality of the firm. Cultivating an ethical culture in the firm through identifying antecedents, organizational practices, and the outcomes where profitability is an automatic but secondary outcome under the supremacy of ethics is detailed in the multilevel model presented in this article. The main call of this article is to posit ethics and morality over and above short-term profits so that organizations fulfill their trustee role for society through enacting socio-humanistic theories within organizations. A brief analysis of the proposed ethical theory of firm is undertaken in light of the “schooling” notion in the contemporary organization theory literature. (shrink)

In this paper, we critically interrogate the benefits of an interdisciplinary and theoretically diverse dialogue between ‘local food’ and ‘alternative food networks’ and outline how this dialogue might be enriched by a closer engagement with discourses of food sovereignty and the politics of scale. In arguing for a shift towards a greater emphasis on food sovereignty, we contend that contemporary discourses of food security are inadequate for the ongoing task of ensuring a just and sustainable economy of food. Further, rather (...) than treating the local and the global as ontologically given categories around which to contest the politics of food, it is our contention that recognising the socio-spatial aspects of the politics of scale has the potential to reinvigorate discourses of food security, food sovereignty and AFNs. Understanding scale as both fixed to a degree as well as contingent and dynamic has implications for an understanding of the role of food systems, for how the rescaled state privileges certain food systems and the possibilities for resistance through ‘jumping scale’ and food utopias. All of these aspects are significant if we are to fully comprehend and contest the challenges of envisioning and enacting real utopias of food sovereignty. (shrink)

This article examines crowds, leaders, and media after the 1979 Revolution of Iran. It focuses on media that contests hegemonic power by acting as a “guide” for an otherwise “leaderless movement,” especially in contexts where conventional “guides” are illegitimate or absent. It argues that such media reveals the partisan reality of political order obscured by the myth of leadership, the idea that the presence of a leader implies a political order. I focus on International Women’s Day 1979 when crowds protesting (...) the Ayatollah Khomeini’s decision to enforce the mandatory veil were caught in a paradox: as subjects of history and objects of representation. With focus on the non-partisan newspaper _Ayandegan_, the article shows how the crowds, objects of representation, became political subjects, as potential guides. Despite its efforts to remain neutral, _Ayandegan_ became partisan when it unwittingly challenged the “charismatic leader” by giving presence to the partisan crowds. The mediated relation between leader and led on 8 March 1979 and after is instructive for our understanding of the role media can play in leaderless movements. (shrink)

This paper explores the complex relationship between intellectual property (IP) and the transdisciplinary collaborative design (co-design) of new digital technologies for agriculture (AgTech). More specifically, it explores how prioritizing the capturing of IP as a central researcher responsibility can cause disruptions to research relationships and project outcomes. We argue that boundary-making processes associated with IP create a particular context through which responsibility can, and must, be located and cultivated by researchers working within transdisciplinary collaborations. We draw from interview data and (...) situated IP practices from a transdisciplinary co-design project in Aotearoa New Zealand to illustrate how IP is a fluid boundary-requiring-and-producing object that impels researchers into its management, and produces tensions that need to be noticed and skillfully navigated within research relations. We propose located response-ability as a conceptual tool and practice to reposition IP within the relations that make up a transdisciplinary co-design project, as opposed to prioritizing IP by default without recognizing its possible impacts on collaborative relations and other project aims and accountabilities. This can support researchers practicing responsible innovation in making everyday decisions on how to protect potential IP without disrupting the collaborative relations that make the creation of potential IP possible, and the existence of protected IP relevant and beneficial to project collaborators and wider societal actors. This may help to ensure that societal benefits can be generated, and positive science–society relationships prioritized and preserved, in the design of new AgTech. (shrink)

Traditionally, mainstream psychology mostly presented religion in a negative light. However, recent years have witnessed a growing realization that religion has a substantial role to play in improving physical and mental health. Given the importance of religion, the American Psychological Association has division 36 “Psychology of religion.” But the perspective of mainstream psychology does not acknowledge the spiritual nature of human beings and their connection to God. Islamic psychology is one of the religion-based perspectives which acknowledges it. This perspective has (...) also attracted the attention of Western psychologists. Three different trends have been identified in this area: the Islamic filter approach, the comparison approach, and the Islamic psychology approach. However, despite more than 40 years of work, there is a considerable lack of progress in the development of this paradigm. The present article discussed the emergence and challenges in the development of this new perspective. Moreover, we suggest that the research paradigms of Western social and behavioral sciences are useful for developing Islamic psychology. (shrink)

Predictive processing has begun to offer new insights into the nature of conscious experience—but the link is not straightforward. A wide variety of systems may be described as predictive machines, raising the question: what differentiates those for which it makes sense to talk about conscious experience? One possible answer lies in the involvement of a higher-order form of prediction error, termed expected free energy. In this paper we explore under what conditions the minimization of this new quantity might underpin conscious (...) experience. Our suggestion is that the minimisation of Expected Free Energy is not in itself sufficient for the occurrence of conscious experience. Instead, it is relevant only insofar as it helps deliver what Ward et al. ( 2011 ) have previously described as a _sense of our own poise over an action space_. Perceptual experience, we will argue, is nothing other than the process that puts current actions in contact with goals and intentions, enabling some creatures to know the space of options that their current situation makes available. This proposal fits with recent work suggesting a deep link between conscious contents and contents computed at an ‘intermediate’ level of processing, apt for controlling action. (shrink)

Scholarship flourishes in inclusive environments where open deliberations and generative feedback expand both individual and collective thinking. Many researchers, however, have limited access to such settings, and most conventional academic conferences fall short of promises to provide them. We have written this Field Report to share our methods for cultivating a vibrant intellectual community within the Science and Technology Studies Food and Agriculture Network (STSFAN). This is paired with insights from 21 network members on aspects that have allowed STSFAN to (...) thrive, even amid a global pandemic. Our hope is that these insights will encourage others to cultivate their own intellectual communities, where they too can receive the support they need to deepen their scholarship and strengthen their intellectual relationships. (shrink)

Among the exciting prospects raised by advocates of predictive processing [PP] is the offer of a systematic description of our neural activity suitable for drawing explanatory bridges to the structure of conscious experience. Yet the gulf to cross seems wide. For, as critics of PP have argued, our visual experience certainly doesn’t seem probabilistic.While Clark proposes a means to make PP compatible with the experience of a determinate world, I argue that we should not rush to do so. Two notions (...) of determinacy are conflated in the claim that perception is determinate: ‘univocality’ and ‘full detail’. The former, as Clark argues, is only to be expected in any PP agent that models its world for the purpose of acting on it. But as Husserl argued, and as perceptual psychology has borne out, we significantly overestimate the degree of detail with which we perceive a univocal world.This second form of indeterminacy is due not to the probabilistic nature of PP’s model, but rather to its hierarchical structure, with increasingly coarse-grained representations as we move further from the sensory periphery. A PP system may, or may not, deliver a univocal hypothesis at each of these levels. An action-oriented PP system would only be expected to do so only at the level needed for successful action guidance. A naïve reporter’s overestimation of the degree of determinate detail in their visual experience can thereby be accounted for with a more gradual version of the ‘refrigerator light’ effect: we experience determinate details just to the degree that they’re needed – immediately as they’re needed. (shrink)

Interdisciplinary research needs innovation. As an action-oriented intervention, this Manifesto begins from the authors’ experiences as social scientists working within interdisciplinary science and technology collaborations in agriculture and food. We draw from these experiences to: 1) explain what social scientists contribute to interdisciplinary agri-food tech collaborations; (2) describe barriers to substantive and meaningful collaboration; and (3) propose ways to overcome these barriers. We encourage funding bodies to develop mechanisms that ensure funded projects respect the integrity of social science expertise and (...) incorporate its insights. We also call for the integration of social scientific questions and methods in interdisciplinary projects from the outset, and for a genuine curiosity on the part of STEM and social science researchers alike about the knowledge and skills each of us has to offer. We contend that cultivating such integration and curiosity within interdisciplinary collaborations will make them more enriching for all researchers involved, and more likely to generate socially beneficial outcomes. (shrink)

La posición de Vico sobre el antiguo Egipto tenía origen en el debate seicentesco sobre la supremacía del saber egipcio . En línea con la historiografía protestante, Vico muestra que los egipcios habían desarrollado sólo un saber civil y que sus conocimientos filosóficos eran aquéllos aprendidos de los hebreos.PALABRAS CLAVE: Vico, hebreos, egipcios, sabiduría antigua, historiografía protestante.Vico’s attitude towards the ancient Egypt had its roots in the Seventeenth Century debate on the supremacy of Egyptian wisdom . In agreement with protestant (...) historiography, Vico shows that Egyptians had only developed a kind of civil knowledge, whereas their philosophical knowledge had been received from Hebrews.KEYWORDS: Vico, Hebrews, Egyptians, ancient wisdom, protestant historiography. (shrink)

Predictive processing accounts of neural function view the brain as a kind of prediction machine that forms models of its environment in order to anticipate the upcoming stream of sensory stimulation. These models are then continuously updated in light of incoming error signals. Predictive processing has offered a powerful new perspective on cognition, action, and perception. In this chapter we apply the insights from predictive processing to the study of emotions. The upshot is a picture of emotion as inseparable from (...) perception and cognition, and a key feature of the embodied mind. (shrink)

This article provides an introduction to plagiarism and the numerous negative aspects associated with it. Some examples from history have also been provided along with their outcomes. There are different types of plagiarism with varying legal and social aspects. The taxonomy of plagiarism is built by classifying it, with respect to the method involved in plagiarism, the form in which it happens or the intention of the plagiarist. The strategies suggested in the literature to avoid plagiarism are organized into individual (...) and organizational levels. Individuals can adopt strategies to build habits of avoiding plagiarism and focus on their original and innovative way of thinking. Similarly, institutions can make policies to cope with plagiarism and hence maintain their reputation. In this paper, the focus is not on mentioning the plagiarism detection methods; rather we believe that building awareness in the people about plagiarism outcomes is more important than teaching them about the different methodologies used for detection. Some students avoid plagiarism detection as if playing a game and it can be only avoided by educating them in ethics. (shrink)

The article argues that a critical encounter with pre-modern literatures from the national past is long overdue under the impact of a globalized discourse of sexuality. Its effects are already felt at the level of both pedagogy and literary reading, one reconstituting the other, in the ‘global classroom’, a self-conscious pedagogical space imagined by the new educational policy to bring about a globally accredited cultural homogeneity. The case study comes from teaching erotic poetry at an Indian university, from the joint (...) literary complex of Hindi and Urdu in South Asia, a theme uncomfortably located in national culture not just because of its sexuality but its association with non-national linguistic elements which the article terms ‘Indo-Islamic’. The overlapping of the sexual modern with the Indo-Islamic resurfaces a tension in the nationalized body of literary writing in Hindi/Urdu, the major ‘national’ languages of South Asia. This encounter of erotic poetry in old Hindi and Urdu with globalized sexuality, the article shows, offers a chance to reflect on how literary studies are being reshaped by the assumptions of a monolingual, monocultural global sexuality in our nationalist times. (shrink)

This study aims to investigate the influence of psychological biases on the investment decision of Chinese individual investors after the pandemic of COVID-19 with a moderating role of information availability. A cross-sectional method with a quantitative research approach was employed to investigate the hypothesized relationships among variables. The snowball sampling technique was applied to collect the data through a survey questionnaire from individual investors investing in the Chinese stock market. Smart-PLS statistical software was used to analyze the data and for (...) the estimation of hypotheses. Results indicated that overconfidence, representative bias, and anchoring bias have a significant and positive influence on investment decisions during the post-Covid-19 pandemic; however, the availability bias has insignificant and negative effects on the investment decision during the post-COVID-19 pandemic. Moreover, findings indicated that information availability has a significant moderating role in the relationship of psychological biases with the investment decision during the post-COVID-19 pandemic. This study contributes to the body of knowledge regarding behavior finance, psychological biases, and investment decision in emerging stock markets. The findings of the present study improve the understanding that how investors’ psychology affects their investment decisions. (shrink)

This paper unravels an unprecedented interplay between board gender diversity (BGD) and corporate environmental, social, and governance (ESG) disputes among Chinese A-share-listed nonfinancial companies from 2017 to 2021. Framed within a knowledge-based and sensemaking perspective of institutional frameworks, the research not only illuminates the profound impact of internal (corporate governance ratings) and external (regional institutional development) institutional factors on this intricate relationship but also brings to light a paradigm-shifting revelation. The study employed a diverse set of empirical tests, ranging from (...) ordinary least squares regression to advanced methods such as the generalized method of moments, two-stage least squares, and propensity score matching, providing a nuanced and comprehensive analysis. The findings highlight the pivotal role of female directors in significantly mitigating ESG disputes. A mechanism analysis further uncovers that internal and external institutional quality are potent positive moderators in shaping the BGD–ESG dispute dynamic. This research has profound implications, providing valuable insights for stakeholders, policymakers, and scholars, offering a comprehensive understanding of how gender diversity fosters sustainability while unravelling the intricate tapestry of internal and external institutional dynamics that shape ESG outcomes. (shrink)

Based on our prior work (Neuman and Nave, in press [a]) we proceed from the notion that the mind has the capacity to generate and use concepts through themediation of signs. This mediation constrains the vast potential for confusion, given the incalculable number of similarities between objects in the world and therefore has important adaptive value. Despite the ubiquity of sign-mediated concept formation (SMCF), a rigorous formalization of this phenomenon is rare. Following the work of Neuman and Nave (...) (in press [a]), here we present a formal description of sign-mediated concept formation and discuss the relevance of this theory to certain outstanding issues in biology, psychology and Artificial Intelligence (AI). (shrink)

This article aims to analyse a possible manner of approaching the birth of intersexual children. We start out by summing up what intersexuality is and how it is faced in the dominant clinical practice. We then argue against this paradigm, in favour of a postponement of genital surgery. In the second part of this paper, we take into consideration the general question of whether only two existing sexes are to be recognized, arguing in favour of an expansion of sex categories. (...) In the third part, we illustrate the reasons supporting provisional sex attribution: the child’s best interest and respect for their developing moral autonomy. This position aims to increase the child’s well-being and self-determination, limiting parents’ freedom to take decisions on behalf of others, in particular, those decisions concerning basic aspects of their children’s personal identity. (shrink)

Given that personal source of information is preferred by the customers over company-generated marketing communications, promoting advocacy behavior among customers is of much importance for every organization. Literature suggests that an organization's corporate social responsibility (CSR) activities significantly influence individual behavior. However, the advocacy behavior of customers (ADB), from a CSR perspective, did not receive due attention. To address this literature gap, the current study attempts to explore the relationship among CSR and ADB with the intervening role of brand admiration (...) (BA). To collect the data, customers of a large fast-food service organization in Pakistan were approached. The proposed relationships were tested through the structural equation modeling (SEM) technique. The statistical evidence verifies a positive link between CSR and ADB, while BA mediated this relationship. These findings will be supportive to the fast-food business to realize the critical role of CSR for a meaningful customer-company relationship in the face of competition. (shrink)

In this article, I use ethnographic and historical evidence to consider marriage as a particular locus of what Maria Lugones has called “the colonial/modern gender system.” By bringing specific research on marriage among the matrilineal Asante of Kumasi, Ghana, together with a consideration of global ideals of marriage and gender, I argue that marriage and the family are key sites through which the subjugation of women in Africa can be understood, but that this requires local and historical contextualization. To do (...) this, I trace the emergence and current local expression of “companionate marriage,” an ideal of marriage that is associated with romantic love and personal choice, and that is often seen as a gender-progressive marriage ideal. In Kumasi, “companionate” ideals began to emerge during the colonial period, not as an empowering force, but in complicated interactions with other gendered changes that limited wives' claims to husbands' reciprocal support and isolated women from their matrilineal kin. Today, customary marriage is often considered harmful to women and distinct from other forms of marriage; however, I show that such assumptions impose categorial differences where none may exist, and occlude the complexities of women's lives and struggles. (shrink)

If we consider modeling not as a heap of contingent structures, but (where possible) as evolving coordinated systems of models, then we can reasonably explain as "direct representations" even some very complicated model-based cognitive situations. Scientific modeling is not as indirect as it may seem. "Direct theorizing" comes later, as the result of a successful model evolution.

Unlike machines, living systems are distinguished by the continual destruction and regeneration of their boundaries and other components. Stable Markov blankets may be a real feature of the world, or they may be merely a construction of particular models, but they are neither a feature of organisms nor of any model that can capture the necessary conditions of their existence.

The current research investigates the interplay of board gender diversity, the quality of corporate social responsibility disclosure, and the green innovation performance of a firm. It examines the moderation effect of the CSRD on the relationship between corporate GIP and BGD. The study inculcates 3,736 firm-year observations of A-share listed Chinese firms from 2010 to 2019. Least square dummy variables method, generalized method of moments, and 2SLS are employed for the analysis of the study. The findings foster an affirmative and (...) significant impact of BGD on corporate GIP in terms of green innovation patents. Moreover, the quality of CSRD is also detected for a significant moderating effect on the relationship between BGD and corporate GIP. The quality of CSRD emerges to be an indicator for social resilience and female role congruence under the purview of the social resilience theory and the role congruence theory, respectively. This research would help managers and policymakers of developing nations in formulating environmental innovation strategies for corporate sustainability. (shrink)

It's often said that it's highly improbable that evolution should produce complex beings such as ourselves. But is it? Here is a welcome clarification of how to weigh up probabilities — particularly when it comes to evolution.

Inquiry into the felt dimension of experience can be deeply transformative, but more than promoting transcendence it can help us make contact with the intricacy of our open and embodied self-….

This study aimed to analyze the effect of deviant workplace behaviors, such as mistreatment, bullying, and incivility on employee turnover intention and identify the transformational leadership role as a moderator. The data was collected through a survey questionnaire with the help of a purposive sampling technique. A total of 318 respondents’ data was gathered from university academic and general staff in China. The results were analyzed through SPSS and structural equation modeling structural equation modeling software. The findings indicate that deviant (...) workplace behavior, i.e., mistreatment, bullying, and incivility, significantly affect employee turnover intention. Moreover, a result shows that transformational leadership has a significant moderating role on the relationship between turnover intention and workplace bullying and incivility but was insignificant between turnover intention and workplace mistreatment. Lastly, implications and limitations were also discussed in this article. (shrink)

We examined proactive and reactive control effects in the context of task-relevant happy, sad, and angry facial expressions on a face-word Stroop task. Participants identified the emotion expressed by a face that contained a congruent or incongruent emotional word. Proactive control effects were measured in terms of the reduction in Stroop interference as a function of previous trial emotion and previous trial congruence. Reactive control effects were measured in terms of the reduction in Stroop interference as a function of current (...) trial emotion and previous trial congruence. Previous trial negative emotions exert greater influence on proactive control than the positive emotion. Sad faces in the previous trial resulted in greater reduction in the Stroop interference for happy faces in the current trial. However, current trial angry faces showed stronger adaptation effects compared to happy faces. Thus, both proactive and reactive control mechanisms are dependent on emotional valence of task-relevant stimuli. (shrink)

There has been contemporary disagreement about Aristotle`s substance theory. This disagreement has mainly focused on the problem of whether Aristotelian forms are particular or universal. According to the majority of the criteria which are stipulated by Aristotle in Metaphysics Zeta, forms are substances. However, Aristotle also explicitly outlines in the Zeta, and especially in chapters 13 and 16, that no universal can be a substance. At these points in his work, Aristotle should have been clearer regarding whether forms are universals (...) or particulars. In terms of the conclusion of Chapter 13 of Zeta, as well as some other criteria, one may conclude that, if the substance is form, then it should be particular. There are many instances, however, where Aristotle says that since universals are knowable, particulars cannot be known. It seems that if substances are particulars, it is hard to see how they can be knowable. Furthermore, if they are universal, it is hard to say whether particular forms are substances. Since Aristotle never mentioned whether forms could be both universal and particular, this causes difficulties. To examine this problem in more depth, I will not only analyse some textual evidence which is often used to justify the view that forms are universal, but also some textual evidence which is used to justify the view that forms are particular. In so doing, I will also identify some possible solutions regarding the problem of the status of forms in Aristotle`s substance theory. Lastly, I will suggest that individual forms are substances because they are instances of universals and, hence, may be knowable. I will support my view by employing the neo-Aristotelian substance theory posited by Jonathan Lowe; namely, the “Four-Category Ontology.”. (shrink)

"Ever since the explosion in relationships of power during the 1960s, the humanities have become a battlefield. What had previously been thought of as merely academic concerns have spilled over academic boundaries and attracted the attention of politicians, government officials, members of the media, and, ultimately, the general public. As a way of addressing this turmoil, Karlis Racevskis considers the legacy of the Enlightenment and revaluates modernity's claims for objective knowledge and the traditional model of reason. How relevant, he asks, (...) are the Enlightenment ideals of freedom, democracy, and equality in today's attempts to understand society and gauge the prospects for civilization? What responsibility can or should intellectuals assume in promoting Enlightenment values? What, in the end, constitutes a humanistic education?" "Drawing largely on the work of Foucault, Racevskis elucidates the philosophical and political problems at issue in the debate and the changes taking place in our ways of seeing ourselves and our relations with others. He shows how the theme of enlightenment has been a central component in the conflicts that pit modernists against postmodernists, Marxists against post-Marxists, and liberals against conservatives, and he juxtaposes the arguments in such a way as to place reason and enlightened action in a new perspective. One result of the upheaval, argues Racevskis, is a sense of renewed purpose and intensity in the study of the humanities that constitutes a fundamental reorientation in our ways of understanding society. Viewing the tension between the chaos of current theories and the comfort of traditional values, not with horror but with excitement, he suggests how postmodern criticism can be seen as a dynamic and promising development in the renewal and expansion of the liberal arts." "This wide-ranging book should have general appeal across a broad spectrum of disciplines-among them, literature and the arts, philosophy, social and political theory, and intellectual history."--BOOK JACKET.Title Summary field provided by Blackwell North America, Inc. All Rights Reserved. (shrink)

As the use of AI systems continues to increase, so do concerns over their lack of fairness, legitimacy and accountability. Such harmful automated decision-making can be guarded against by ensuring AI systems are contestable by design: responsive to human intervention throughout the system lifecycle. Contestable AI by design is a small but growing field of research. However, most available knowledge requires a significant amount of translation to be applicable in practice. A proven way of conveying intermediate-level, generative design knowledge is (...) in the form of frameworks. In this article we use qualitative-interpretative methods and visual mapping techniques to extract from the literature sociotechnical features and practices that contribute to contestable AI, and synthesize these into a design framework. (shrink)