This essay describes how using unsupervised topic modeling on relatively small corpuses can help scholars of literature circumvent the limitations of some existing theories of the novel. Using an example drawn from work on Victorian novelist Anthony Trollope's Barsetshire series, it argues that unsupervised topic modeling's counter-factual and retrospective reconstruction of the topics out of which a given set of novels have been created allows for a denaturalizing and unfamiliar view. In other words, topic models are fictions, and scholars of (...) literature should consider reading them as such. Drawing on one aspect of Stephen Ramsay's idea of algorithmic criticism, the essay emphasizes the continuities between “big data” methods and techniques and longer-standing methods of literary study. (shrink)

An assortment of different points of view on conspiracy thinking and conspiracy theories, pro and con.

Foundation models such as GPT-4 are fine-tuned to avoid unsafe or otherwise problematic behavior, such as helping to commit crimes or producing racist text. One approach to fine-tuning, called reinforcement learning from human feedback, learns from humans' expressed preferences over multiple outputs. Another approach is constitutional AI, in which the input from humans is a list of high-level principles. But how do we deal with potentially diverging input from humans? How can we aggregate the input into consistent data about "collective" (...) preferences or otherwise use it to make collective choices about model behavior? In this paper, we argue that the field of social choice is well positioned to address these questions, and we discuss ways forward for this agenda, drawing on discussions in a recent workshop on Social Choice for AI Ethics and Safety held in Berkeley, CA, USA in December 2023. (shrink)

This paper offers three objections to Leslie’s recent and already influential theory of generics :375–403, 2007a, Philos Rev 117:1–47, 2008): her proposed metaphysical truth-conditions are subject to systematic counter-examples, the proposed disquotational semantics fails, and there is evidence that generics do not express cognitively primitive generalisations.

The biological sciences have become increasingly reliant on so-called 'model organisms'. I argue that in this domain, the concept of a descriptive model is essential for understanding scientific practice. Using a case study, I show how such a model was formulated in a preexplanatory context for subsequent use as a prototype from which explanations ultimately may be generated both within the immediate domain of the original model and in additional, related domains. To develop this concept of a descriptive model, I (...) focus on use of the nematode worm Caenorhabditis elegans and the wiring diagrams that were developed as models of its neural structure. In addition, implications of the concept of a descriptive model, particularly its relevance for the data-phenomena distinction as well as its relation to long-standing debates on realism, are briefly examined. (shrink)

In theoretical work about the language of personal taste, the canonical example is the simple predicate of personal taste, 'tasty'. We can also express the same positive gustatory evaluation with the complex expression, 'taste good'. But there is a challenge for an analysis of 'taste good': While it can be used equivalently with 'tasty', it need not be (for instance, imagine it used by someone who can identify good wines by taste but doesn't enjoy them). This kind of two-faced behavior (...) systematically arises with complex sensory-evaluative predicates, including those with other appearance verbs, such as 'look splendid' and 'sound nice'. I examine two strategies for capturing these different uses: one that posits an ambiguity in appearance verbs, and one that does not. The former is in line with an approach to 'look'-statements prominent in work in philosophy of perception, and I consider how the motivation given in that tradition carries over to the present context. I then show how the data used to support the verbal ambiguity approach can equally be captured on the second strategy, which appeals only to independently-motivated flexibility in adjective meaning. I close by discussing some considerations that are relevant for choosing between the two options. (shrink)

Through an examination of the actual research strategies and assumptions underlying the Human Genome Project (HGP), it is argued that the epistemic basis of the initial model organism programs is not best understood as reasoning via causal analog models (CAMs). In order to answer a series of questions about what is being modeled and what claims about the models are warranted, a descriptive epistemological method is employed that uses historical techniques to develop detailed accounts which, in turn, help to reveal (...) forms of reasoning that are explicit, or more often implicit, in the practice of a particular field of scientific study. It is suggested that a more valid characterization of the reasoning structure at work here is a form of case-based reasoning. This conceptualization of the role of model organisms can guide our understanding and assessment of these research programs, their knowledge claims and progress, and their limitations, as well as how we educate the public about this type of biomedical research. (shrink)

Background Researchers engaged in the study of the ethical, legal, and social implications (ELSI) of genetics and genomics are often publicly funded and intend their work to be in the public interest. These features of U.S. ELSI research create an imperative for these scholars to demonstrate the public utility of their work and the expectation that they engage in research that has potential to inform policy or practice outcomes. In support of the fulfillment of this “translational mandate,” the Center for (...) ELSI Resources and Analysis (CERA), funded by the National Human Genome Research Institute (NHGRI), aims to facilitate community-informed, ELSI research results synthesis and dissemination. However, little is known about how ELSI research scholars define the goals of translation and imagine the intended users of their research findings.Methodology We distributed a Qualtrics survey to ELSI scholars that aimed to determine: (1) researchers’ expectations for their research findings in relation to policy or practice outcomes, (2) the stakeholder groups researchers believe could benefit from their research findings, and (3) the methods researchers use to foster the uptake of their findings by those stakeholders.Results Most ELSI researchers surveyed thought there were stakeholders that could benefit from their research findings, including health care professionals, at-risk individuals, patients, and their family members, policy-makers, and researchers/scientists, and expected their research findings to inform the creation or revision of laws, policies, or practice guidelines. Most researchers planned to disseminate findings directly to relevant stakeholders, with fewer expecting dissemination support from research funders, universities, or other entities.Conclusion The broad range of research topics, disciplines, and set of potential end users represented in ELSI reseach complicate the work of a knowledge broker. Nonetheless, the CERA can play an important role in disseminating ELSI results to relevant stakeholders. Further research should explore outreach mechanisms. (shrink)

Behavioral genetics and cultural evolution have both revolutionized our understanding of human behavior – largely independent of each other. Here, we reconcile these two fields under a dual inheritance framework, offering a more nuanced understanding of the interaction between genes and culture. Going beyond typical analyses of gene–environment interactions, we describe the cultural dynamics that shape these interactions by shaping the environment and population structure. A cultural evolutionary approach can explain, for example, how factors such as rates of innovation and (...) diffusion, density of cultural subgroups, and tolerance for behavioral diversity impact heritability estimates, thus yielding predictions for different social contexts. Moreover, when cumulative culture functionally overlaps with genes, genetic effects become masked, unmasked, or even reversed, and the causal effects of an identified gene become confounded with features of the cultural environment. The manner of confounding is specific to a particular society at a particular time, but a WEIRD (western, educated, industrialized, rich, and democratic) sampling problem obscures this boundedness. Cultural evolutionary dynamics are typically missing from models of gene-to-phenotype causality, hindering generalizability of genetic effects across societies and across time. We lay out a reconciled framework and use it to predict the ways in which heritability should differ between societies, between socioeconomic levels, and other groupings within some societies but not others, and over the life course. An integrated cultural evolutionary behavioral genetic approach cuts through the nature–nurture debate and helps resolve controversies in topics such as IQ. (shrink)

Food - what we eat, how much we eat, how it is produced and prepared, and its cultural and ecological significance- is an increasingly significant topic not only for scholars but for all of us. Theology on the Menu is the first systematic and historical assessment of Christian attitudes to food and its role in shaping Christian identity. David Grumett and Rachel Muers unfold a fascinating history of feasting and fasting, food regulations and resistance to regulation, the symbolism attached (...) to particular foods, the relationship between diet and doctrine, and how food has shaped inter-religious encounters. Everyone interested in Christian approaches to food and diet or seeking to understand how theology can engage fruitfully with everyday life will find this book a stimulus and an inspiration. (shrink)

Pyrrhonian sceptics claim, notoriously, to assent to the appearances without making claims about how things are. To see whether this is coherent we need to consider the philosophical history of ‘appearance’(phainesthai)-talk, and the closely related concept of an impression (phantasia). This history suggests that the sceptics resemble Plato in lacking the ‘non-epistemic’ or ‘non-doxastic’ conception of appearance developed by Aristotle and the Stoics. What is distinctive about the Pyrrhonian sceptic is simply that the degree of doxastic commitment involved in his (...) assent to an impression is asymptotally low. (shrink)

I argue that we are sometimes morally responsible for having and using (or not using) our concepts, despite the fact that we generally do not choose to have them or have full or direct voluntary control over how we use them. I do so by extending an argument of Angela Smith's; the same features that she says make us morally responsible for some of our attitudes also make us morally responsible for some of our concepts. Specifically, like attitudes, concepts can (...) be (a) conceptually and rationally connected to our evaluative judgments, (b) in principle subject to rational revision (reasons‐responsive), and (c) the basis for actual and potential moral assessments of people that we have good reasons to endorse. Thus, we are open to moral appraisal on the basis of having and using (or not using) our concepts when they reflect our evaluative judgments, though even then it is not always appropriate to praise or blame us on that basis. (shrink)

This book addresses the problem of how to make democratically-legitimate public policy on issues of contentious bioethical debate. It focuses on ethical contests about research and their legitimate resolution, while addressing questions of political legitimacy. How should states make public policy on issues where there is ethical disagreement, not only about appropriate outcomes, but even what values are at stake? What constitutes justified, democratic policy in such conflicted domains? Case studies from Canada and Australia demonstrate that two countries sharing historical (...) and institutional characteristics can reach different policy responses. This book is of interest to policymakers, bioethicists, and philosophers, and will deepen our understanding of the interactions between large-scale socio-political forces and detailed policy problems in bioethics. (shrink)

A new reading of Plato's account of conventionalism about names in the Cratylus. It argues that Hermogenes' position, according to which a name is whatever anybody 'sets down' as one, does not have the counterintuitive consequences usually claimed. At the same time, Plato's treatment of conventionalism needs to be related to his treatment of formally similar positions in ethics and politics. Plato is committed to standards of objective natural correctness in all such areas, despite the problematic consequences which, as he (...) himself shows, arise in the case of language. (shrink)

A generally ignored feature of Plato’s celebrated image of the cave in Republic VII is that the ascent from the cave is, in its initial stages, said to be brought about by force. What kind of ‘force’ is this, and why is it necessary? This paper considers three possible interpretations, and argues that each may have a role to play.

The imaginative context in which artificial intelligence is embedded remains a crucial touchstone from which to understand and critique both the histories and prospective futures of an AI-driven world. A recent article from Cave and Dihal sets out a narrative schema of four hopes and four corresponding fears associated with intelligent machines and AI. This article seeks to respond to the work of Cave and Dihal by presenting a gendered reading of this schema of hopes and fears. I offer a (...) brief genealogy of narratives which feature female automata, before turning to examine how gendered technology today—particularly AI assistants like Siri and Alexa—reproduces the historical narratives associated with intelligent machines in new ways. Through a gendered reading of the hopes and fears associated with AI, two key responses arise. First, that the affective reactions to intelligent machines cannot be readily separated where such machines are gendered female. And second, that the gendering of AI technologies today can be understood as an attempt to reconcile the opposing hopes and fears AI produces, and that this reconciliation is based on the association of such technologies with traditional notions of femininity. Critically, a gendered reading enables us to problematize the narratives associated with AI and expose the power asymmetries that lie within, and the technologies which arise out of, such narratives. (shrink)

In this paper, we explore the philosophical and theological issues that arise when a ‘religious’ process of decision-making, which is normally taken to require specific theological commitments both for its successful use and for its coherent explanation, is transferred into ‘secular’ contexts in which such theological commitments are not shared. Using the example of Quaker Business Method, we show how such a move provokes new theological questions, as well as questions for management studies.

The so-called "biometric-Mendelian controversy" has received much attention from science studies scholars. This paper focuses on one scientist involved in this debate, Arthur Dukinfield Darbishire, who performed a series of hybridization experiments with mice beginning in 1901. Previous historical work on Darbishire's experiments and his later attempt to reconcile Mendelian and biometric views describe Darbishire as eventually being "converted" to Mendelism. I provide a new analysis of this episode in the context of Darbishire's experimental results, his underlying epistemology, and his (...) influence on the broader debate surrounding the rediscovery and acceptance of Mendelism. I investigate various historiographical issues raised by this episode in order to reflect on the idea of "conversion" to a scientific theory. Darbishire was an influential figure who resisted strong forces compelling him to convert prematurely due to his requirements that the new theory account for particularly important anomalous facts and answer the most pressing questions in the field. (shrink)

A major goal of this work is to specify some steps of the process by which participants maintain coherency in their conversations.The underlying element of the analysis is a construct called a “context space.” Roughly, a group of utterances that refers to a single issue or episode forms the basis for a context space. Superficially, a conversation is a sequence of utterances; at a deeper level it is a structured entity whose utterances can be parsed into hierarchically related context spaces.As (...) a conversation proceeds, each conversant builds a discourse model that includes the conversation's context space structure, a notion of the present discourse topic, and a list of items being focused upon. Conversational coherency depends upon a lack of conflict between the respective models of the participants. Conflicts are prevented by speakers following high level syntactic and semantic relational rules that enable listeners to identify their discourse models. These rules, given in the study, are highly integrated with the view of conversation presented here—a hierarchy of related context spaces. (shrink)

Many are calling for concrete mechanisms of oversight for health research involving artificial intelligence (AI). In response, institutional review boards (IRBs) are being turned to as a familiar model of governance. Here, we examine the IRB model as a form of ethics oversight for health research that uses AI. We consider the model's origins, analyze the challenges IRBs are facing in the contexts of both industry and academia, and offer concrete recommendations for how these committees might be adapted in order (...) to provide an effective mechanism of oversight for health‐related AI research. (shrink)

A generally ignored feature of Aristotle’s famous function argument is its reliance on the claim that practitioners of the crafts (technai) have functions: but this claim does important work. Aristotle is pointing to the fact that we judge everyday rational agency and agents by norms which are independent of their contingent desires: a good doctor is not just one who happens to achieve his personal goals through his work. But, Aristotle argues, such norms can only be binding on individuals if (...) human rational agency as such is governed by objective teleological norms.
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Organizational culture and employee conduct in financial institutions are coming under increasing scrutiny by regulators who seek to identify the underlying sources of unethical behavior. The literature on ethics in the workplace has often emphasized the importance of the alignment of systems and processes with organizational values and the role of the leader in creating an ethical culture. Less is known about how individual employees experience the ethical decision-making process, especially in complex and high-risk business environments where there are discrepancies (...) between an organization’s formal ethical standards and its informal practices. This article combines ethical decision-making models with key concepts from organization and adult learning theories to develop a deeper and more nuanced view of how individuals in financial institutions deal with ethical issues that arise in their daily work. Eight practical ideas are formulated to help financial institutions narrow the gap between formal ethical standards and actual practices and develop a culture that promotes ethical behavior: challenging authority, creating opportunities for discourse, valuing positive emotion, making time for reflection, rewarding ethical behavior, strengthening escalation processes, eliciting feedback, and establishing a learning culture. (shrink)

Bioethics has entered a new era: as many commentators have noted, the familiar mantra of autonomy, beneficence, nonmaleficence, and justice has proven to be an overly simplistic framework for understanding problems that arise in modern medicine, particularly at the intersection of public policy and individual preferences. A tradition of liberal pluralism grounds respect for individual preferences and affirmation of competing conceptions of the good. But we struggle to maintain (or at times explicitly reject) this tradition in the face of individual (...) preferences that we find distasteful, suspect, or even repugnant, especially where the broader social good or respect for equality is at stake. Directed donation presents us with such a dilemma: can we uphold the right of self-determination through respect of individual preferences regarding disposition of transplantable organs while at the same time maintaining an allocation system that reflects values of equity and justice claimed to underlie the socially negotiated practice of transplantation? Or are some preferences simply to be deemed unethical and not respected, even if that leads to a reduction in the number of transplantable organs available and to an apparent disregard for the autonomous decisions of the recently deceased? (shrink)

Hume's position in ethics, which is based on his empiricist theory of the mind, is best known for asserting four theses: (1) Reason alone cannot be a motive to the will, but rather is the slave of the passions (see Section 3) (2) Moral distinctions are not derived from reason (see Section 4). (3) Moral distinctions are derived from the moral sentiments: feelings of approval (esteem, praise) and disapproval (blame) felt by spectators who contemplate a character trait or action (see (...) Section 7). (4) While some virtues and vices are natural (see Section 13), others, including justice, are artificial (see Section 9). There is heated debate about what Hume intends by each of these theses and how he argues for them. He articulates and defends them within the broader context of his metaethics and his ethic of virtue and vice. Hume's main ethical writings are Book 3 of his Treatise of Human Nature, Of Morals (which builds on Book 2, Of the Passions), his Enquiry concerning the Principles of Morals, and some of his Essays. In part the moral Enquiry simply recasts central ideas from the moral part of the Treatise in a more accessible style; but there are important differences. The ethical positions and arguments of the Treatise are set out below, noting where the moral Enquiry agrees; differences between the Enquiry and the Treatise are discussed afterwards. (shrink)

It is well known that the appearance of food, particularly its color, can influence flavor perception and identification. However, food studies involving the manipulation of product color face inevitable limitations, from extrinsic flavors introduced by food coloring to the cost in development time and resources in order to produce different product variants. One solution lies in modern virtual reality technology, which has become increasingly accessible, sophisticated, and widespread over the past years. In the present study, we investigated whether making a (...) coffee look milkier in a VR environment can alter its perceived flavor and liking. Thirty-two United Kingdom consumers were given four samples of black cold brew coffee at 4 and 8% sucrose concentration. They wore VR headsets throughout the study and viewed the same coffee in a virtual setting. The color of the beverage was manipulated in VR, such that participants saw either a dark brown or light brown liquid as they sipped the coffee. A full factorial design was used so that each participant tasted each sweetness x color combination, Participants reported sweetness, creaminess, and liking for each sample. Results revealed that beverage color as viewed in VR significantly influenced perceived creaminess, with the light brown coffee rated to be creamier than dark brown coffee. However, beverage color did not influence perceived sweetness or liking. The present study supports the role of VR as a means of conducting food perception studies, either to gain a better understanding of multisensory integration, or, from an industry perspective, to enable rapid product testing when it may be time-intensive or costly to produce the same range of products in the real-world. Furthermore, it opens potential future opportunities for VR to promote healthy eating behavior by manipulating the visual appearance of foods. (shrink)

Among Aristotle’s criticisms of the Form of the Good is his claim that the knowledge of such a Good could be of no practical relevance to everyday rational agency, e.g. on the part of craftspeople. This critique turns out to hinge ultimately on the deeply different assumptions made by Plato and Aristotle about the relation of ‘good’ and ‘good for’. Plato insists on the conceptual priority of the former; and Plato wins the argument.

Global production networks connect multiple producers involved in fragmented manufacturing processes. Major brands and retailers, considered as lead firms, are under increasing pressure to ensure products made through GPNs are produced sustainably. Theories of governance developed to understand dynamics in outsourced production can provide insight into this issue. However, these theories and related empirical research have often focused on relationships between lead firms and upper-tier suppliers. When manufacturing involves multiple fragmented stages, understanding the role of lead firms becomes more difficult. (...) This article considers new governance roles that lead firms, as buyers, are playing when attempting to promote sustainable practices across all stages of production for buyer-driven industries. The focus is exploring the nature of new governance approaches which lead firms have developed in order to address diverse sustainability challenges found within GPNs, particularly related to lower-tier suppliers. These approaches can involve lead firms working through vertical buyer–seller links or developing new horizontal relationships, which link lead firms with lower-tier suppliers and governance processes in these suppliers’ local productive systems. The findings draw from field research examining how top UK garment retailers provide governance to producers involved in creating cotton garments in India and a review of publicised policies and practices of these retailers related to promoting sustainable production. Five types of governance mechanisms that can involve vertical or horizontal links are identified. Considering the growth of new governance relationships expands previous conceptions of the roles of lead firm governance. (shrink)

Debates about expanding newborn screening with whole genome sequencing are fueled by data about public perception, public opinion, and the positions taken by public advocates and advocacy groups. One form of evidence that merits attention as we consider possible uses of whole‐genome sequencing during the newborn period is parents’ (and children's) diverse experiences with existing expanded screening protocols. What do we know about this experience base? And what implications might these data have for decisions about how we use whole genome (...) sequencing and how we assess its impact in the future? Although the broader literature on genetic susceptibility testing suggests that testing usually does not have adverse effects on children's psychosocial well‐being, certain newborn screening results have been demonstrated to cause distress, alter behavior, and even to influence the formation of new parental and family identities. (shrink)

It is very difficult to get a clear picture of how the Stoic is supposed to deliberate. This paper considers a number of possible pictures, which cover such a wide range of options that some look Kantian and others utilitarian. Each has some textual support but is also unworkable in certain ways: there seem to be genuine and unresolved conflicts at the heart of Stoic ethics. And these are apparently due not to developmental changes within the school, but to the (...) Stoics’ having adopted implicitly incompatible solutions in response to different philosophical challenges. (shrink)

Are the long, wildly inventive etymologies in Plato’s Cratylus just some kind of joke, or does Plato himself accept them? This standard question misses the most important feature of the etymologies: they are a competitive performance, an agôn by Socrates in which he shows that he can play the game of etymologists like Cratylus better than they can themselves. Such show-off performances are a recurrent feature of Platonic dialogue: they include Socrates’ speeches on eros in the Phaedrus, his rhetorical discourse (...) in the Menexenus, and his literary interpretation in the Protagoras. The paper compares these cases to work out the ground rules, purposes and implications of the Platonic agôn, and the Cratylus etymologies in particular. (shrink)

This book contains a collection of selected papers from the 2017 Farm-to-Plate: Uniting for a Just and Sustainable Food System conference in Ithaca, New York, which explored what different advocates, stakeholders, growers, and community members today prioritize when it comes to justice, action, and transformation in the agri-food system. The research presented at this symposium shows the diverse range of approaches scientists have taken to investigate this aforementioned question. The papers represent a combined effort to creatively educate, share, and connect (...) work being done by stakeholders on food system transformation. Previously published in Agriculture and Human Values Volume 36, issue 4, December 2019. (shrink)

This paper explores in detail Gorgias' defense of rhetoric in Plato 's Gorgias, noting its connections to earlier and later texts such as Aristophanes' Clouds, Gorgias' Helen, Isocrates' Nicocles and Antidosis, and Aristotle's Rhetoric. The defense as Plato presents it is transparently inadequate; it reveals a deep inconsistency in Gorgias' conception of rhetoric and functions as a satirical precursor to his refutation by Socrates. Yet Gorgias' defense is appropriated, in a streamlined form, by later defenders of rhetoric such as Isocrates (...) and Aristotle. They present it as an effective reductio against a critique of rhetoric that depends on the "harm criterion." This is puzzling, since Plato 's own critique of rhetoric does not depend on the harm criterion. On the other hand, Plato does seem to embrace the harm criterion as a more general principle—as if pre-emptively embracing the reductio —in his arguments about the good in the Meno and Euthydemus. Nonetheless, Isocrates and Aristotle seem to be deliberately misreading Plato on rhetoric: where he intends to criticize its intrinsic nature, they respond as if he were merely complaining about its contingent effects. (shrink)

This article unpacks a particular use of ‘cases’ within developmental biology, namely as a means of describing the typical or canonical patterns of phenomena. The article explores how certain cases have come to be established within the field and argues that although they were initially selected for reasons of convenience or ease of experimental manipulation, these cases come to serve as key reference points within the field because of the epistemological structures imposed on them by the scientists using them and, (...) hence, become usable in a wider variety of circumstances including future theory development. (shrink)