This book presents the framework for a new, comprehensive approach to cognitive science. The proposed paradigm, enaction, offers an alternative to cognitive science's classical, first-generation Computational Theory of Mind. _Enaction_, first articulated by Varela, Thompson, and Rosch in _The Embodied Mind_, breaks from CTM's formalisms of information processing and symbolic representations to view cognition as grounded in the sensorimotor dynamics of the interactions between a living organism and its environment. A living organism enacts the world it lives in; its embodied (...) action in the world constitutes its perception and thereby grounds its cognition. _Enaction_ offers a range of perspectives on this exciting new approach to embodied cognitive science. Some chapters offer manifestos for the enaction paradigm; others address specific areas of research, including artificial intelligence, developmental psychology, neuroscience, language, phenomenology, and culture and cognition. Three themes emerge as testimony to the originality and specificity of enaction as a paradigm: the relation between first-person lived experience and third-person natural science; the ambition to provide an encompassing framework applicable at levels from the cell to society; and the difficulties of reflexivity. Taken together, the chapters offer nothing less than the framework for a far-reaching renewal of cognitive science. Contributors: Renaud Barbaras, Didier Bottineau, Giovanna Colombetti, Diego Cosmelli, Hanne De Jaegher, Ezequiel A. Di Paolo. Andreas K. Engel, Olivier Gapenne, Véronique Havelange, Edwin Hutchins, Michel Le Van Quyen, Rafael E. Núñez, Marieke Rohde, Benny Shanon, Maxine Sheets-Johnstone, Adam Sheya, Linda B. Smith, John Stewart, Evan Thompson. (shrink)

Centuries ago, Descartes and Locke initiated a foundational debate in epistemology over the relationship between knowledge, on the one hand, and practical factors, on the other. Descartes claimed that knowledge and practice are fundamentally separate. Locke claimed that knowledge and practice are fundamentally united. After a period of dormancy, their disagreement has reignited on the contemporary scene. Latter-day Lockeans claim that knowledge itself is essentially connected to, and perhaps even constituted by, practical factors such as how much is at stake, (...) how important the situation is, or how one should act. Latter-day Cartesians claim, by contrast, that knowledge is entirely constituted by truth-related factors such as truth, belief, and evidence. Each side has supported its case with claims about patterns in ordinary behavior and knowledge judgments. Lockeans argue that these patterns are best explained by positing a fundamental and direct link between knowledge and practical factors. Cartesians argue that the patterns can be equally well explained by positing an indirect link, entirely mediated by the traditional factors of truth, belief, and evidence, thereby rendering the Lockean hypothesis unnecessary. We argue that Cartesians are right about some practical factors, in particular stakes and how important a situation is, which have, at best, a modest indirect relationship to knowledge. However, Lockeans are right about actionability: whether a person should pursue a course of action is unquestionably very powerfully and directly connected to knowledge. (shrink)

Rapid advances in AI-based automation have led to a number of existential and economic concerns. In particular, as automating technologies develop enhanced competency they seem to threaten the values associated with meaningful work. In this article, we focus on one such value: the value of achievement. We argue that achievement is a key part of what makes work meaningful and that advances in AI and automation give rise to a number achievement gaps in the workplace. This could limit people’s ability (...) to participate in meaningful forms of work. Achievement gaps are interesting, in part, because they are the inverse of the (negative) responsibility gaps already widely discussed in the literature on AI ethics. Having described and explained the problem of achievement gaps, the article concludes by identifying four possible policy responses to the problem. (shrink)

This chapter contains sections titled: Notes References.

A standard view in contemporary philosophy is that belief is involuntary, either as a matter of conceptual necessity or as a contingent fact of human psychology. We present seven experiments on patterns in ordinary folk-psychological judgments about belief. The results provide strong evidence that voluntary belief is conceptually possible and, granted minimal charitable assumptions about folk-psychological competence, provide some evidence that voluntary belief is psychologically possible. We also consider two hypotheses in an attempt to understand why many philosophers have been (...) tempted to view belief as involuntary: that belief is a prototype concept and that belief is a dual character concept. Altogether, our findings contribute to longstanding philosophical debates about the relationship between the will and the intellect, while also advancing scientific understanding of important social judgments. (shrink)

Human values seem to vary across time and space. What implications does this have for the future of human value? Will our human and (perhaps) post-human offspring have very different values from our own? Can we study the future of human values in an insightful and systematic way? This article makes three contributions to the debate about the future of human values. First, it argues that the systematic study of future values is both necessary in and of itself and an (...) important complement to other future-oriented inquiries. Second, it sets out a methodology and a set of methods for undertaking this study. Third, it gives a practical illustration of what this ‘axiological futurism’ might look like by developing a model of the axiological possibility space that humans are likely to navigate over the coming decades. (shrink)

One of the most important and influential philosophers of the last 30 years, John Searle has been concerned throughout his career with a single overarching question: how can we have a unified and theoretically satisfactory account of ourselves and of our relations to other people and to the natural world? In other words, how can we reconcile our common-sense conception of ourselves as conscious, free, mindful, rational agents in a world that we believe comprises brute, unconscious, mindless, meaningless, mute (...) physical particles in fields of force? The essays in this collection are all related to the broad overarching issue that unites the diverse strands of Searle's work. Gathering in an accessible manner essays available only in relatively obscure books and journals, this collection will be of particular value to professionals and upper-level students in philosophy as well as to Searle's more extended audience in such fields as psychology and linguistics. (shrink)

This chapter contains section titled: Introductory Of the Liberty of Thought and Discussion Of Individuality, as one of the Elements of Well‐being Of the Limits to the Authority of Society over the Individual Applications.

The idea that technologies can change moral beliefs and practices is an old one. But how, exactly, does this happen? This paper builds on an emerging field of inquiry by developing a synoptic taxonomy of the mechanisms of techno-moral change. It argues that technology affects moral beliefs and practices in three main domains: decisional (how we make morally loaded decisions), relational (how we relate to others) and perceptual (how we perceive situations). It argues that across these three domains there are (...) six primary mechanisms of techno-moral change: (i) adding options; (ii) changing decision-making costs; (iii) enabling new relationships; (iv) changing the burdens and expectations within relationships; (v) changing the balance of power in relationships; and (vi) changing perception (information, mental models and metaphors). The paper also discusses the layered, interactive and second-order effects of these mechanisms. (shrink)

Stephen Law developed a challenge to theism, known as the evil-god challenge (Law (2010) ). The evil-god challenge to theism is to explain why the theist’s responses to the problem of evil are any better than the diabolist’s – who believes in a supremely evil god – rejoinders to the problem of good, when all the theist’s ploys (theodicy, sceptical theism, etc.) can be parodied by the diabolist. In the first part of this article, I extend the evil-god challenge by (...) showing that additional theist replies to the problem of evil (more theodicies, the privation view of evil, and others) also may be appropriated, with just as much plausibility, in support of the diabolist position. In the second part of the article, I defend the evil-god challenge against several objections. (shrink)

Our self-conception derives mostly from our own experience. We believe ourselves to be conscious, rational, social, ethical, language-using, political agents who possess free will. Yet we know we exist in a universe that consists of mindless, meaningless, unfree, nonrational, brute physical particles. How can we resolve the conflict between these two visions? In _Freedom and Neurobiology_, the philosopher John Searle discusses the possibility of free will within the context of contemporary neurobiology. He begins by explaining the relationship between human (...) reality and the more fundamental reality as described by physics and chemistry. Then he proposes a neurobiological resolution to the problem by demonstrating how various conceptions of free will have different consequences for the neurobiology of consciousness. In the second half of the book, Searle applies his theory of social reality to the problem of political power, explaining the role of language in the formation of our political reality. The institutional structures that organize, empower, and regulate our lives-money, property, marriage, government-consist in the assignment and collective acceptance of certain statuses to objects and people. Whether it is the president of the United States, a twenty-dollar bill, or private property, these entities perform functions as determined by their status in our institutional reality. Searle focuses on the political powers that exist within these systems of status functions and the way in which language constitutes them. Searle argues that consciousness and rationality are crucial to our existence and that they are the result of the biological evolution of our species. He addresses the problem of free will within the context of a neurobiological conception of consciousness and rationality, and he addresses the problem of political power within the context of this analysis. A clear and concise contribution to the free-will debate and the study of cognition, _Freedom and Neurobiology_ is essential reading for students and scholars of the philosophy of mind. (shrink)

Abstract“Absolutely nothing,” say the radical Bayesians. “Simplifying decisions,” say the moderates. “Providing premises in practical reasoning,” say the epistemologists. “Coordinating with others,” say I. It is hard to see how to construct an adequate theory of rational behavior without using a graded notion of belief, such as credence. But once we have credence, what role is left for belief? After surveying some answers to this question, I will explore the idea that belief is in a different line of work altogether. (...) Its job is not to rationalize and explain an agent’s behavior, but to track what the agent would accept as a reason. Although some philosophers have seen the connection between belief and reasons, they have tended to see reasons as part of a theory of rational action. This locates belief in the rationalizing and explaining business, where it must vie with credence. In contrast, I argue that reasons play no essential role in an account of individual rationality; they are important because we need to coordinate with others. Credence and belief thus answer to separate needs. (shrink)

This chapter contains section titled: General Remarks What Utilitarianism Is Of the Ultimate Sanction of the Principle of Utility Of What Sort of Proof the Principle of Utility is Susceptible On the Connexion Between Justice and Utility.

In this article I pay attention to some of the reviews that Reason in Common Sense of George Santayana received from some of the most outstanding philosophers of his time: E. Albee, J. Dewey, A.W. Moore, G. E. Moore, C. S. Peirce and F. C S. Schiller. My paper is arranged in six sections: 1) Biographical circumstances of Reason in Common Sense; 2) Peirce’s reading of Santayana; 3) The reviews of John Dewey; 4) Other readers of Reason in (...) Common Sense; 5) Santayana returns on his book; and, finally, by way of conclusion, 6) Reading today Reason in Common Sense. (shrink)

This paper seeks to highlight the importance of spatial cognition in Bergson’s Données immédiates by engaging with Robert Watt’s reconstruction of Bergson’s argument that every idea of number involves the idea of space. We focus on the second stage of Watt’s reconstruction, where Bergson argues that only space can provide the distinction required for our counting of otherwise identical items. Watt bases his reconstruction on a premise regarding the possibility that identical objects, in the absence of spatial distinction, might remain (...) identical across different “temporal locations”. Our paper raises the prospect that Bergson is committed to a stronger thesis, namely one implying that identical objects would necessarily remain indistinguishable without the intervention of space. The paper thus concludes by emphasizing the indispensability of space for knowledge according to Bergson. (shrink)

This chapter contains sections titled: Willem A. deVries Hans Fink Christoph Halbig Stephen Houlgate Sabina Lovibond Kenneth R. Westphal Michael Williams Charles Travis.

Cohen (2023), Rahimzadeh and colleagues (2023), and Porsdam Mann and colleagues (2023) have written thorough and well-canvassed pieces about the ethical and conceptual challenges of large language...

An interpretation of Plato's earlier dialogues which argues that the few cases of self-predication contained therein are acceptable simply as statements concerning universals and that therefore Plato is not vulnerable in these cases to the "third man argument".

Seventeenth-century “chance combinatorics” was a self-contained theory. It had an objective notion of chance derived from physical devices with chance properties, such as casts of dice, combinatorics to count chances and, to interpret their significance, a rule for converting these counts into fair wagers. It lacked a notion of chance as a measure of belief, a precise way to connect chance counts with frequencies and a way to compare chances across different games. These omissions were not needed for the theory’s (...) interpretation of chance counts: determining which are fair wagers. The theory provided a model for how indefinitenesses could be treated with mathematical precision in a special case and stimulated efforts to seek a broader theory. (shrink)

Theories of social norms frequently define social norms in terms of individuals’ beliefs and preferences, and so afford individual beliefs and preferences conceptual priority over social norms. I argue that this treatment of social norms is unsustainable. Taking Bicchieri’s theory as an exemplar of this approach, I argue, first, that Bicchieri’s framework bears important structural similarities with the command theory of law; and second, that Hart’s arguments against the command theory of law, suitably recast, reveal the fundamental problems with Bicchieri’s (...) framework. I then draw on Hart’s critique to develop and defend an alternative approach, arguing that we should conceive of social norms as the norms internal to a “socially sanctioned representational practice.” This approach makes social norms conceptually independent of individuals’ beliefs and preferences by locating them within social practices that transcend their individual participants, structuring the social landscape even before individuals form their own beliefs and preferences. (shrink)

Here is an appealing position: one reason to pursue interaction with people from backgrounds that differ from our own is that doing so can improve our moral judgment. As some scholars have noticed, this position seems pedigreed by support from the famed philosophers of human sociability, David Hume and Adam Smith. But regardless of whether Hume or Smith personally held anything like the appealing position, neither might have had theoretically grounded reason to do so. In fact, both philosophers explain moral (...) judgment in ways that seem to present obstacles to the acceptance of the appealing position. This paper entertains the possibility that either of their moral theories contains resources to overcome these obstacles and implies the appealing position. I argue that Smith's theory does so more straightforwardly than Hume's does. This difference, I also argue, reveals something important about the Hume-Smith philosophical relationship. I close by sketching a way to fit the source of the appealing position in Smith's moral psychology with his focus on the desire for mutual sympathy. (shrink)

Many countries are looking back at the pandemic and reflecting on what could have been done better. The UK COVID-19 Inquiry rumbles on 1 and other influential groups such as the British Medical Association have already reviewed the British response to the pandemic and made recommendations about what should happen in the future. 2 The UK is not alone in looking for lessons from the pandemic with a view to preparing for the next one. Countries with a very different COVID-19 (...) experience, such as Australia and New Zealand, have also commenced national inquiries with a view to becoming better prepared for the next pandemic. 3 4 While many of the issues revolve around public health and government responses, there are also profound ethical issues that demand reflection on the conceptual resources we use when responding to new ethical challenges. The _Journal of Medical Ethics_... (shrink)

Thomas Kuhn described the progress of science as comprising occasional paradigm shifts separated by interludes of ‘normal science’. The paradigm that has held sway since the inception of molecular biology is that genes (mainly) encode proteins. In parallel, theoreticians posited that mutation is random, inferred that most of the genome in complex organisms is non‐functional, and asserted that somatic information is not communicated to the germline. However, many anomalies appeared, particularly in plants and animals: the strange genetic phenomena of paramutation (...) and transvection; introns; repetitive sequences; a complex epigenome; lack of scaling of (protein‐coding) genes and increase in ‘noncoding’ sequences with developmental complexity; genetic loci termed ‘enhancers’ that control spatiotemporal gene expression patterns during development; and a plethora of ‘intergenic’, overlapping, antisense and intronic transcripts. These observations suggest that the original conception of genetic information was deficient and that most genes in complex organisms specify regulatory RNAs, some of which convey intergenerational information. Also see the video abstract here: https://youtu.be/qxeGwahBANw. (shrink)

Philip Reed (2023) argues that discrimination against (non-acutely) dying patients constitutes a unique kind—which he calls terminalism—because their status as persons with terminal illness marks them with a socially salient identity which, by means of direct and indirect discrimination, limits their sets of choices and resources, such as in hospice care or organ transplant policies. 1 Importantly, Reed also argues that while terminalism is an increasingly prevalent normative phenomenon, it has been overlooked in the literature, ‘hiding in plain sight’ as (...) even though we are ‘aware of it at some level’." 1 What could explain this paradox? Drawing from Jeffrey Bishop, Giorgio Agamben, and T. Kenny Fountain, I argue that an institutional episteme and operating assumption of medicine, from the training of medical students, discursively disciplines terminally ill persons as bare life, between medicine’s dichotomy of bodies: neither ‘biovaluable’ (the surplus value of separated human bodily material... (shrink)

This book sets out for the first time in English and in the terms of modern logic the semantics of the Port Royal Logic of Antoine Arnauld and Pierre Nicole, perhaps the most influential logic book in the 17th and 18th centuries. Its goal is to explain how the Logic reworks the foundation of pre-Cartesian logic so as to make it compatible with Descartes' metaphysics. The Logic's authors forged a new theory of reference based on the medieval notion of objective (...) being, which is essentially the modern notion of intentional content. Indeed, the book's central aim is to detail how the Logic reoriented semantics so that it centered on the notion of intentional content. This content, which the Logic calls comprehension, consists of an idea's defining modes. Mechanisms are defined in terms of comprehension that rework earlier explanations of central notions like conceptual inclusion, signification, abstraction, idea restriction, sensation, and most importantly within the Logic's metatheory, the concept of idea-extension, which is a new technical concept coined by the Logic. Although Descartes is famous for rejecting "Aristotelianism," he says virtually nothing about technical concepts in logic. His followers fill the gap. By putting to use the doctrine of objective being, which had been a relatively minor part of medieval logic, they preserve more central semantic doctrines, especially a correspondence theory of truth. A recurring theme of the book is the degree to which the Logic hews to medieval theory. This interpretation is at odds with what has become a standard reading among French scholars according to which this 16th-century work should be understood as rejecting earlier logic along with Aristotelian metaphysics, and as putting in its place structures more like those of 19th-century class theory. (shrink)

Overall, there’s a rich literature on free speech and hate speech. However, there’s been comparatively less discussion on hate speech that brings in empirical psychological and medical evidence on the possible health harms hate speech can have for minorities. I introduce and piece together a set of pre-existing scientific data that’s new to the philosophical literature to help sufficiently establish an argument that governments should ban hate speech. Given the adverse effects hate speech can have on one’s mental and physical (...) health, hate speech causes harm at many times. Since it causes such harm and leads to overridingly negative consequences, the government ought to regulate such speech. (shrink)

Patrick Todd argues for a modified Peircean view on which all future contingents are false. According to Todd, this is the only view that makes sense if we fully embrace an open future, rejecting the idea of actual future history. I argue that supervaluational accounts, on which future contingents are neither true nor false, are fully consistent with the metaphysics of an open future. I suggest that it is Todd's failure to distinguish semantic and postsemantic levels that leads him to (...) suppose otherwise. I also show how one can resist Todd's argument (with Brian Rabern) that the conceptual possibility of omniscience requires us to reject Retro‐closure (). (shrink)

This paper argues that being there, actually existing, is a notion that cannot be explicated by formal logicians, cannot be defined in terms of conscious perception, and cannot be satisfactorily explained using the theories of mathematics or natural science. So, must we turn to theology to make up for the deficiencies of the methods so far canvassed? The paper concludes by considering the Thomistic identification of God with existence itself, but argues that it would be a mistake to suppose that (...) the mystery of actual existence is thereby dispelled. (shrink)

The emergence of complex deep-learning models capable of producing novel images on a practically innumerable number of subjects and in an equally wide variety of artistic styles is beginning to highlight serious inadequacies in the ethical, aesthetic, epistemological and legal frameworks we have so far used to categorise art. To begin tackling these issues and identifying a role for AI in the production and protection of human artwork, it is necessary to take a multidisciplinary approach which considers current legal precedents, (...) the practice of software engineering, historical attitudes towards technological innovation and a sustained technical analysis of the models themselves. This paper queries the location and nature of substantive artistic work in the developmental stages of an AI-generated image, offering critiques of existing assumptions and posing questions for future research. The emergence of convincing AI creative output, artistic or literary, has significant long-term implications for the humanities, including the need for re-appraisal of foundational ideas about authorship and creativity in general. The effects of artificial intelligence, whether generalised or task-specific, cannot be ignored or displaced now that easy-access, scalable image and text production is a reality. (shrink)

Although the last decade has seen a proliferation of ontological approaches to arguments, many of them employ ad hoc solutions to representing arguments, lack interoperability with other ontologies, or cover arguments only as part of a broader approach to evidence. To provide a better ontological representation of arguments, we present the Arguments Ontology (ArgO), a small ontology for arguments that is designed to be imported and easily extended by researchers who work in different upper-level ontology frameworks, different logics, and different (...) approaches to argument evaluation. Unlike most ontological approaches to arguments, ArgO utilizes Basic Formal Ontology (BFO) as an upper-level ontology, and may be used alongside other commonly used ontologies in the BFO framework, including boththe Information Artifact Ontology (IAO), and the Information Entity Ontology (INFO). Critically, our proposal is principled, based on rigorous definitions and formal axioms out of which characterizations of arguments naturally fall. It is our hope that ArgO may assist researchers in many projects, including: integrating heterogeneous sources of evidence, structuring the content of semantic wikis, and enhancing semantic reasoning. (shrink)

Philosophy and Phenomenological Research, EarlyView.

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)

The Indian Buddhist Mādhyamika master Candrakīrti (ca. 7th century CE) grounds his philosophy in _lokaprasiddhi_ / -_prasiddha_, “that which is common knowledge / generally accepted among people in the world.” This raises the question of whether Candrakīrti accepts _everything_ that is “common knowledge” or instead distinguishes and privileges certain justifiable beliefs within common knowledge. Tom J.F. Tillemans has argued that Candrakīrti advocates a “lowest common denominator” version of _lokaprasiddhi_ instead of a model which promotes “in some areas at least, more (...) of a qualitative hierarchy of opinions and thus criticism by optimally qualified, insightful individuals.” In this way Candrakīrti is characterized as a “typical Prāsaṅgika” who advocates “a populist _lokaprasiddha_ and global error theory,” leading to “a dismal slough of relativism” in which Candrakīrti is compelled to uncritically acquise in the opinions of “average worldlings.” I argue that Candrakīrti instead employs a version of _lokaprasiddhi_ that distinguishes expert knowledge from the untutored notions of the _hoi polloi_. This argument is based upon a new interpretation of _āgama_ Candrakīrti twice quotes, and Candrakīrti’s usage of the terms _lokaprasiddhi_ / -_prasiddha_, _loka_- / _laukikavyavahāra_, _saṃvṛti_ and _saṃvṛtisatya_, and _laukika paramārtha_. I conclude that Candrakīrti presents himself as an expert in the determination of mundane affairs (_laukikārthaviniścayanipuṇa_), the foremost of which is the “mundane ultimate” (_laukika paramārtha_), the Buddha’s teaching of the path to liberation. Candrakīrti illucidates this for those following “the Victor’s path of reasoning” (_jinasya yuktipathānuyāyin_). He bases his philosophy in a position that is simply mundane (_laukika eva pakṣe sthitvā_), but which is nevertheless rationally demonstrable within the parameters of that which is common knowledge among people in the world (_lokaprasiddhi_). (shrink)

Darrel Moellendorf places hope at the core of his call for climate-change vision and action, positing a ‘hopeful vision of a sustainable and prosperous world’ committed to ‘green growth’ – along th...

AbstractWe show that social capital has a strong mitigating effect on financial adviser misconduct in the United States. Moreover, advisers who have committed misconduct are also more likely to relocate to counties with a relatively lower level of social capital than that of his previously residing county. These findings provide support for both the deterrence and displacement effects of social capital on financial adviser misconduct, and are robust to tests that address potential endogeneity concerns. Our results shed new light on (...) social capital as an informal governing and monitoring mechanism against individual unethical behavior. (shrink)

AI is considered to be very abstract to a range of critics. In this regard, algorithms are referred to regularly as black boxes and divorced from human intervention. A particular philosophical maneuver supports this outcome. The aim of this article is to (1) bring the philosophy to the surface that has contributed to this distance between AI and people and (2) offer an alternative philosophical position that can bring this technology closer to individuals and communities. The overall goal of the (...) analysis in this paper is the humanising of AI by addressing the shortcomings of conceptualising algorithms as black boxes. (shrink)

Socially responsible publishers, such as the BMJ Publishing Group, have demonstrated a commitment to health equity and working towards rectifying the structural racism that exists both in healthcare and in medical publishing.1 The commitment of academic publishers to collecting information relevant to promoting equity and diversity is important and commendable where it leads to that result.2 However, collecting sensitive demographic data is not a morally neutral activity. Rather, it carries with it both known and potential risks. Among these are issues (...) around privacy or data misuse, as well as more basic concerns about how, when or why people should be categorised in certain ways and/or prompted to conceive of themselves or their identities in certain terms.3 If such data are to be collected, therefore, their effectiveness in achieving the stated ends must have a sufficiently compelling evidence base so as to justify the various risks involved. And where possible, these risks must also be identified and minimised. As Varcoe et al 4 argue, > While most leaders and healthcare workers and some patients [in their study] envisioned potential benefits associated with having ethnicity data, these benefits were seen as largely contingent upon action being taken to [actually] ameliorate inequities. Overwhelmingly, however, leaders from ethno-cultural communities and patients of diverse identities anticipated potential harm arising both from having ethnicity data and the process of collection. The analysis illustrates that in today’s sociopolitical context, collecting ethnicity data in clinical contexts may engender considerable harm, particularly for racialized, vulnerable patients. (p1569) Varcoe et al refer to ‘ethnicity’ data, which as they note is an ambiguous concept, potentially encompassing such diverse notions as ancestry, language, religion or culture. It is also a term that is in some contexts—for example, the USA—often used interchangeably with a different, more highly charged term: ‘race’. Data …. (shrink)

AI-developers face a challenge when seeking to use models that aim to be culturally sensitive. While we agree that culture is an emergent reality, there is always the risk of creating algorithms that treat culture as objective to account for various facets of the social realm. As a result, culture becomes prepackaged and autonomous. Nonetheless, culture is not only emergent but dialogically and socially invented. In this article, the point is to advance the discussion about culture by addressing a crucial (...) philosophical issue and proposing some practical themes on how to avoid culturalism in AI development. (shrink)