Foundation models such as GPT-4 are fine-tuned to avoid unsafe or otherwise problematic behavior, so that, for example, they refuse to comply with requests for help with committing crimes or with 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)

The target articles in this issue advance our understanding of bioethical considerations in pragmatic trials (Garland, Morain, and Sugarman 2023; Morain and Largent 2023). Both articles appreciate...

Bub's criticism of Bell's locality postulate is discussed. The locality postulate is explained, and it is shown that Bub is in fact arguing against a class of theories which are subject to stronger restrictions than this postulate, and therefore his “refutation” of the latter is misleading.

During the sixteenth and early seventeenth centuries, physics was regularly taught as part of instruction in philosophy and the arts at Central European schools and universities. However, physics did not have a special or privileged status within that instruction. Three general indicators of this lack of special status are suggested in this article. First, teachers of physics usually were paid less than teachers of most other university-level subject-matters. Second, very few Central European academics during this period appear to have made (...) a career out of teaching physics. And third, Reformation Era schools and universities in Central Europe emphasized language instruction; such instruction not only was instrumental in promoting the confessional-i.e., Calvinist, Lutheran, and Roman Catholic-agendas of those same schools and universities, but also helped to prepare students for service in nascent but growing state governments. (shrink)

Published in 1999. The articles in this collection focus on instruction - and writings arising from that instruction - in philosophy and the arts during the sixteenth and seventeenth centuries with emphasis on Central Europe. The introduction brings together and expands upon many of the topics discussed - and conclusions reached - in the remaining seven articles. Four of these articles are devoted to examining the significance of two ancient authors (Aristotle and Cicero) and of two more recent ones (Petrus (...) Ramus and Bartholomew Keckermann). The article on Keckermann is based in part on previously unpublished biographical and bibliographical source materials. Two concepts - encyclopedia and philosophy - as utilized in the 16th and 17th centuries constitute the subject matter of separate articles. And one article focuses primarily on curriculum plans written during the 16th and early 17th centuries. These eight articles are based on a wide array of printed and manuscript source materials which are cited together with library/archive locations and call numbers and which are made more easily accessible through three indices at the conclusion of this volume. (shrink)

The digital revolution has widened the array of curriculum materials available to history teachers. Given the variable quality of these new materials and the deeply contextual nature of teaching, educators need better tools for selecting among the vast options available. This study aimed to validate a device designed for that purpose, called the Curriculum Materials Evaluation Tool (CMET). Using a questionnaire and think-aloud interview, the study examined how four social studies teachers evaluated a novel material set for potential classroom use, (...) and how the CMET mediated their analysis. Findings showed that the teachers preferred when materials are readily accessible and adaptable for their specific teaching context, in contrast to “one-size-fits-all” resources that dominate the Web. The CMET appeared to foster a deeper and broader analysis of the given material set, especially regarding its political and cultural orientation. The study suggests that teachers’ role in vetting and adapting digital materials be recognized and embraced. The CMET can contribute to that end through its use in district adoption committees, teacher professional development, and collaborative curriculum research. (shrink)

Born in China in 551 B.C., Confucius rose from poverty to the heights of his country's ruling class. But then he quit his high post for the life of an itinerant philosopher. "The Analects" collects his teachings on education and government, the definition of nobility, the equality of man, and the right way and purpose of living - ideas that eventually spread to the West and influenced the great thinkers of the Enlightenment. And five centuries before Christ, Confucius set forth (...) his own Golden Rule: "Do not impose on others what you do not wish for yourself.". (shrink)

A series of studies investigated the capacity of children between the ages of 7 and 12 to give free and informed consent to participation in psychological research. Children were reasonably accurate in describing the purpose of studies, but many did not understand the possible benefits or especially the possible risks of participating. In several studies children's consent was not affected by the knowledge that their parents had given their permission or by the parents saying that they would not be upset (...) if the children refused. In contrast, other studies found that children were much more likely to stop their participation if the experimenter said explicitly that she would not be upset if they stopped. We suggest that experimenters should pay more attention to describing the possible risks and benefits of participation in research, and that they should also make it clearer to children that they are free to stop once they have begun. (shrink)

Placebo-controlled trials are held by many, including regulators at agencies like the United States Food and Drug Administration, to be the gold standard in the assessment of new medical interventions. Yet the use of placebo controls in clinical trials has been the focus of considerable controversy. In this two-part article, we challenge a number of common beliefs concerning the value of placebo controls. Part I critiques statistical and other scientific justifications for the use of placebo controls in clinical research. The (...) continued use of placebo controls in clinical trials on diseases for which accepted treatment exists raises equally important ethical, legal, and regulatory issues for which various justifications have been given. Defense of this practice relies on normative as well as empirical myths.In their attack on the prevailing use of placebo controls, Kenneth Rothman and Karin Michels emphasize that this practice stands in violation of the World Medical Association's guidelines on the ethics of human experimentation, most commonly known as the Helsinki Declaration. (shrink)

The use of statistics in medical research has been compared to a religion: it has its high priests, supplicants, and orthodoxy. Although the comparison may be more unfair to religion than to research, a useful lesson can nonetheless be drawn: the practice of clinical research may benefit—as does the spirit—from critical self-examination. Arguably, no aspect of the conduct of clinical trials is currently more controversial—and thus in as dire need of critical examination—than the use of placebo controls. The ethical and (...) scientific controversies associated with placebo-controlled trials, never far below the surface, have once again seized public attention. Clearly, concern about these issues within the professional community runs deep and wide, as evidenced by the volume of response generated by Kenneth Rothman and Karin Michels's recent Critique. Criticisms of the use of placebo controls in clinical research are scattered through the literatureo; our objective is to present the case against placebos in a compendious form that takes account of scientific and statistical as well as normative issues. (shrink)

The use of statistics in medical research has been compared to a religion: it has its high priests, supplicants, and orthodoxy. Although the comparison may be more unfair to religion than to research, a useful lesson can nonetheless be drawn: the practice of clinical research may benefit—as does the spirit—from critical self-examination. Arguably, no aspect of the conduct of clinical trials is currently more controversial—and thus in as dire need of critical examination—than the use of placebo controls. The ethical and (...) scientific controversies associated with placebo-controlled trials, never far below the surface, have once again seized public attention. Clearly, concern about these issues within the professional community runs deep and wide, as evidenced by the volume of response generated by Kenneth Rothman and Karin Michels's recent Critique. Criticisms of the use of placebo controls in clinical research are scattered through the literatureo; our objective is to present the case against placebos in a compendious form that takes account of scientific and statistical as well as normative issues. (shrink)

Helen Longino argues that the way to ensure scientific knowledge is objective is to have a diversity of scientific investigators. This is the best example of recent feminist arguments which hold that the real value of diversity is epistemic, and not political, but it only partly succeeds. In the end, Longino's objectivity amounts to intersubjective agreement about contextually based standards, and while her account gives us a good reason for wanting diversity in our scientific communities, this reason turns out to (...) be political. (shrink)

After sketching the conflict between objectivists and subjectivists on the foundations of statistics, this paper discusses an issue facing statisticians of both schools, namely, model validation. Statistical models originate in the study of games of chance, and have been successfully applied in the physical and life sciences. However, there are basic problems in applying the models to social phenomena; some of the difficulties will be pointed out. Hooke's law will be contrasted with regression models for salary discrimination, the latter being (...) a fairly typical application in the social sciences. (shrink)

Criticisms have been made against international laws and conventions on asylum and refugees, arguing that these have been based on a male model of definition, which have ignored women’s persecutions. This article will argue that recent developments in European asylum policy have the potential to deepen this discrimination and to further reduce the rights of female asylum seekers. Although there have been some positive developments in jurisprudence that have recognised that gender-specific persecution may be the basis for granting asylum, these (...) advances remain relatively sporadic and are undermined by the operation of random and discretionary exercises of power by bureaucrats and decision makers in many cases. Further, although new developments in asylum policy are in theory “gender neutral,” differences in the material circumstances of men and women who arrive to seek asylum may mean in effect that the implications of these policies are deeply gendered. (shrink)

This essay explores the epistemological significance of the kinds of beliefs that grow out of traumatic experiences, such as the rape survivor's belief that she is never safe. On current theories of justification, beliefs like this one are generally dismissed due to either insufficient evidence or insufficient propositional content. Here, Freedman distinguishes two discrete sides of the aftermath of psychic trauma, the shattered self and the shattered worldview. This move enables us to see these beliefs as beliefs; in other (...) words, as having cognitive content. Freedman argues that what we then need is a theory of justification that allows us to handpick reliable sources of information on sexual violence, and give credibility where deemed appropriate. She advances a mix of reliabilism and coherentism that privileges feminism. On this account, the evidence for the class of beliefs in question will depend on an act of sexual violence (or testimony, or statistics) to the extent that the act is a reliable indication of the prevalence of sexual violence against women. (shrink)

Doppelt (1986,1990), Siegel (1990), and Rosenberg (1996) argue that the pivotal feature of Laudan's normative naturalism, namely his axiology, lacks a naturalistic foundation. In this paper I show that this objection turns on a misunderstanding of Laudan's use of the term 'naturalism'. Specifically, I argue that there are two important senses of naturalism running through Laudan's work. Once these two strands are made explicit, the objection raised by Doppelt and others simply disappears.

In summary, the usual elements of a typical health care ethics consultation note might reasonably accommodate the needs and expectations of relevant parties, and would therefore include: 1. identification of the relevant ethical issues, questions, or dilemmas; 2. reference to any relevant facts--medical, nursing, social, psychological, spiritual, legal, political, etc.; 3. a prioritized list of recommendations to improve coordinated care; 4. a clear and concise articulation of relevant arguments, wtih specific reference to the list of recommendations as well as to (...) the institution's overall ethos; 5. a contextual statement, identifying the perceived degree of consensus or support for the recommendations and conclusions, as well as any inherent agendas. (shrink)

The year 1997 was critical for Thailand. A severe economic crisis hit in July calling into question years of economic growth and increasing prosperity. A few months later Thailand adopted a new Constitution that aimed at reforming the political system, and at making corruption and vote buying less prevalent. While this article shows that the economic turmoil was a prime catalyst for political change, it was not as simple as saying that public outcry over the economic crisis forced conservative parliamentarians (...) into voting to accept the proposed constitution. While public outcry did matter, what is vitally important is that elite political leaders, the heads of the major parties, ministers, and generals, were renegotiating their alliances and ties both with one another, and with various groups in society that were pushing for change. Elite resignation to political pressure and policy shifts among the top leaders is what ultimately allows for the passage of the constitution and for Prime Minister Chavalit's departure. This article takes a closer look at Thai politics and tries to answer the following questions: Did the economic crisis lead to (meaningful) political reform and why or why not? Since the codification of the 1997 constitution has Thai politics become more democratic? It is my analysis that the consolidation of democracy was in reach in 1997 but today has slipped further from Thai citizens' grasp. The explanations, or the independent variables for both the successful reforms of the political system in 1997 and the backsliding away from democratization, are largely the same. When both internal and external pressures prod democracy along, reforms take place. When pressures are pushing in different directions democratic reforms become threatened. Internal pressures include the military, civil society, and the behavior and power of political and economic elites; and external ones are the IMF, national security concerns, and globalization in general. When conditions or variables change, and when elite priorities or preferences shift, as this article will show, we can see the results in Thai politics. (shrink)

Robert Brandom grants that an individual can know even if she cannot provide a reasoned defense of her non-accidentally true beliefs about the world. Brandom is wrong, I argue, to suggest that this phenomenon of super blindsightedness is rare or fringe. This oversight becomes clear when we turn from the eccentric example of the industrial chicken-sexer to the case of the survivor of sexual violence. What we have in this instance is a subject who, qua survivor, has certain reliably formed, (...) that is, non-accidentally true, beliefs about which she has deep conviction, but which she cannot defend because she has blocked from memory the details of her traumatic experience. She is super blindsighted. In light of the universality and everydayness of sexual violence this phenomenon is, I conclude, run of the mill. Thus, even if Brandom is right that reliabilism cannot replace reason-giving from its central role in a cognitive practice, it takes up a vital role alongside it. (shrink)

This research concerns accountability by the U.S. electric utility industry for the financial impacts of cap-and-trade emissions allowance activity. We report findings from an extensive examination of disclosure practices for more than 100 facilities that were required to curb pollutant discharges and participate in a government-mandated program of emission allowance distribution and trading.

In this paper I respond to Rebecca Kukla's (2014) "Commentary on Karyn Freedman, "Testimony and Epistemic Risk: The Dependence Account."".

In lieu of an abstract, here is a brief excerpt of the content:The Morality of Huck FinnCarol FreedmanA familiar refrain is that emotions threaten our capacity for moral judgment because they infringe on our ability to be impartial. Some hold that emotions lead us to serve personal rather than impersonal ends. And most Kantians argue that even when emotions influence us to pursue impartial ends, they still fail to be moral motives. Barbara Herman argues, however, that emotions can play an (...) important role in a Kantian model of moral judgment. 1 But her description of the moral role of emotions ultimately falls short. 2The problems with Herman’s argument are illustrated by a passage from Huckleberry Finn. The passage challenges a common Kantian assumption that any decision motivated by compassion or love is not a case of moral judgment. I contend that there is good reason to interpret Huck’s decision to help his friend Jim as an instance of moral judgment, even though it is also a case of acting from compassion and love. And though Herman’s theory offers a Kantian way of supporting my reading of Huck, her model fails to do justice to Huck’s case. But there is much that we can learn from the way it fails.IHuckleberry Finn is a story “which details some passages in the life of an ignorant village boy... [who has] run away from his persecuting father, and from a persecuting, good widow, who wishes to make a nice, truth-telling, respectable boy of him....” 3 The journey that follows, in which Huck is accompanied by the widow’s runaway slave, Jim, becomes a symbol of a boy’s attempt to grow up, discover his own identity, make his own decisions. In the part of the journey that has come to be known [End Page 102] as Huck’s “crisis of conscience,” we find him trying to decide whether he should help Jim escape from a slaveholder who has just captured him, or whether he should write to Miss Watson to tell her the where-abouts of her slave (pp. 168–69). On the face of it, Huck seems torn between the voices of conscience and temptation. Writing to Miss Watson, as he describes it, is “the right thing and the clean thing.” To do otherwise would just confirm his “wickedness”: “stealing a poor old woman’s nigger,” he says, “who hadn’t ever done me no harm.” But Huck also loves Jim. He says: “I couldn’t seem to strike no places to harden me against him, but only the other kind.” So Huck seems torn between his sense of what’s right and his compassion. When, in exas-peration, he finally decides not to write the letter, but chooses instead “to go to hell,” it sounds like compassion triumphs over conscience. 4But is it necessarily the case that just because Huck acts from compassion that he does not conceive of what he’s doing as right—that he does not engage in moral judgment? I think it is most plausible to say that when Huck finally decides not to turn Jim in, he comes to a more heart-felt conception of what’s right, not that he does what he believes is wrong.Even though Huck describes helping Jim as “stealing,” and sinful, and the sort of thing for which he will “go to hell,” it is not clear that he thinks it is the wrong thing to do. Huck’s deliberation is tied up with thoughts of social condemnation and eternal punishment. He is obsessed with the pain he will endure if he does not write to Miss Watson. His thoughts begin with the pain of social condemnation (“And then think of me! It would get all around, that Huck Finn helped a nigger to get his freedom”); but they quickly turn to the pain of eternal punishment (“And at last, when it hit me all of a sudden that here was the plain hand of Providence slapping me in the face and letting me know my wickedness was being watched all the time from up there in heaven... I most dropped in my tracks I was so scared”). But Huck describes the... (shrink)

In this paper I argue that the Strong Programme’s aim to provide robust explanations of belief acquisition is limited by its commitment to the symmetry principle. For Bloor and Barnes, the symmetry principle is intended to drive home the fact that epistemic norms are socially constituted. My argument here is that even if our epistemic standards are fully naturalized—even relativized—they nevertheless can play a pivotal role in why individuals adopt the beliefs that they do. Indeed, sometimes the fact that a (...) belief is locally endorsed as rational is the only reason why an individual holds it. In this way, norms of rationality have a powerful and unique role in belief formation. But if this is true then the symmetry principle’s emphasis on ‘sameness of type’ is misguided. It has the undesirable effect of not just naturalizing our cognitive commitments, but trivializing them. Indeed, if the notion of ‘similarity’ is to have any content, then we are not going to classify as ‘the same’ beliefs that are formed in accordance with deeply entrenched epistemic norms as ones formed without reflection on these norms, or ones formed in spite of these norms. My suggestion here is that we give up the symmetry principle in favor of a more sophisticated principle, one that allows for a taxonomy of causes rich enough to allow us to delineate the unique impact epistemic norms have on those individuals who subscribe to them.Keywords: Strong Programme; Naturalism; Epistemology; David Bloor; Barry Barnes. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Sanford Freedman CHARACTER IN A COHERENT FICTION: ON PUTTING KING LEAR BACK TOGETHER AGAIN Criticism has never been able to talk about fictionality very long without talking about an "inside" and an "outside," a fictional world's relation to a non-fictional world. And always there lies an immediate tension in this relation posed by the concept of coherence. That is, does a fictional world cohere because it corresponds to (...) meanings "outside" die text or does a fictional world cohere because its "inside" parts stand in meaningful relation to each other? Northrop Frye, in explicating his dieory of symbols, distinguishes between "inside" and "outside" critical directions: Whenever we read anything, we find our attention moving in two directions at once. One direction is outward or centrifugal, in which we keep going outside our reading, from the individual words to the things they mean, or, in practice, to our memory of the conventional association between them. The other direction is inward or centripetal, in which we try to develop from the words a sense of the larger verbal pattern they make.1 That Frye suggests that critics see in both directions at once separates him from most twentieth-century Shakespearean critics who exaggerate one direction at the expense of the other. In this essay I will examine criticism of King Lear, specifically criticism about the play's characters from the eighteenth, nineteenth, and twentieth centuries, as a way of assessing this distinction, focusing on two related problems: first, how the eighteenth and nineteenth centuries' legacy of"inside"/"outside" talk affects twentieth-century critical debate, and second, how twentieth-century controversy polarizes "insides" and "outsides" without acknowledging the implications of doing so. If such an exaimination serves to undermine dominant twentieth-century concepts of coherence within Shakespearean criticism by pointing to unwritten rules-of-thumb, it does so, ultimately, to alter perspective on the supposed rites of passage from theories which give us cleair, alternative versions of a fictional world (traditional theories) to theories which seem to leave us floundering in a pluralist acceptance of all possible versions of a fictional world (deconstructive theories). 196 Sanford Freedman197 Eighteenth-century critics do not scrutinize King Lear from the point of view of character but rather through the mental images or ideas which the characters' words evoke. When Johnson faults Shakespeare's description of Dover Cliff in IV.vi, he argues diat the passage "does not impress die mind at once with the horrible idea of an immense height. The impression is divided; you pass on, by computation, from one stage of the tremendous space to another."2 Lifting Edgar's words out of die context of character, Johnson assumes the role of the purveyor of literature, akin to the role Pope assumed when he starred the "beauties" in his Shakespearean texts. What concernsJohnson is the "true" effect of looking down from a precipice, and he implies that the description should produce in different minds the same idea, an idea which is for him a singular idea, unmediated by composite ideas because the idea of looking down from a precipice necessitates that the immediacy of effect be synonymous with that of the idea. Edgar's purpose in leading his father to the cliffis overshadowed by the idea of looking down from a cliff, and we would do well to investigate an "outside" source, Locke's An Essay Concerning Human Understanding, rather than the Shakespearean text, as a means of discovering the purposefulness of Johnson's comment. Critical significance lies notjust inJohnson's airing ofneoclassical concern, but, more importantly, in his failure to find what he expects to be "there" in the play's "inside." Ideas, not characters, matter to the eighteenth-century's coherence, and the scope or comprehensiveness of that coherence has relatively local application; that is, editors range over several lines looking for relevant ideas but not between scenes or acts. In fact, one explanation of why they do not see a double plot is that their critical attention, like that of Swift's Lilliputians, lacks scope; dierefore, they fail to anticipate, to see patterns. Again, Johnson, for example, does not observe Gloucester's, Edgar's, and the fool's repetition of... (shrink)