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  1. The asymmetry in Tobia's modal arguments.Jude Arnout Durieux - manuscript
    In Tobia (2016), Kevin P. Tobia tests for bias using two ontological arguments claimed to be symmetrical and of equal strength. We show they are neither.
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  2. Issues with the Judicial System: A Philosophical and Psychological Approach.Manish Nagireddy - manuscript
    What factors affect judicial decision-making? The legal system is of utmost importance because of its impact on our lives. Judges appear to have the most power among any social workers seeing as the precedents set in their decisions are tantamount to written law. Nevertheless, judges may be subject to certain biases, moral and cognitive alike, which influence their rulings. Looking into how morality and cognitive biases affect judges may also reveal how we as individuals handle combining morals with ethics- as (...)
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  3. Partiality Traps and our Need for Risk-Aware Ethics and Epistemology.Guy Axtell - forthcoming - In Eric Siverman & Chris Tweed (eds.), Virtuous and Vicious Partiality. London and New York: Routledge.
    Virtue theories can plausibly be argued to have important advantages over normative ethical theories which prescribe a strict impartialism in moral judgment, or which neglect people’s special roles and relationships. However, there are clear examples of both virtuous and vicious partiality in people’s moral judgments, and virtue theorists may struggle to adequately distinguish them, much as proponents of other normative ethical theories do. This paper first adapts the “expanding moral circle” concept and some literary examples to illustrate the difficulty of (...)
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  4. Problems of Religious Luck, Ch. 4: "We Are All of the Common Herd: Montaigne and the Psychology of our 'Importunate Presumptions'".Guy Axtell - forthcoming - In Problems of Religious Luck: Assessing the Limits of Reasonable Religious Disagreement.
    As we have seen in the transition form Part I to Part II of this book, the inductive riskiness of doxastic methods applied in testimonial uptake or prescribed as exemplary of religious faith, helpfully operationalizes the broader social scientific, philosophical, moral, and theological interest that people may have with problems of religious luck. Accordingly, we will now speak less about luck, but more about the manner in which highly risky cognitive strategies are correlated with psychological studies of bias studies and (...)
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  5. What underlies death/suicide implicit association test measures and how it contributes to suicidal action.René Baston - forthcoming - Philosophical Psychology:1-24.
    Recently, psychologists have developed indirect measurement procedures to predict suicidal behavior. A prominent example is the Death/Suicide Implicit Association Test (DS-IAT). In this paper, I argue that there is something special about the DS-IAT which distinguishes it from different IAT measures. I argue that the DS-IAT does not measure weak or strong associations between the implicit self-concept and the abstract concept of death. In contrast, assuming a goal-system approach, I suggest that sorting death-related to self-related words takes effort because death-related (...)
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  6. Implicit Attitudes Are (Probably) Beliefs.Joseph Bendana - forthcoming - In Dirk Kindermann, Andrea Onofri & Cristina Borgoni (eds.), The Fragmented Mind. Oxford, UK: pp. 1-377.
    Implicit biases help maintain disparities between social groups. Arguably, in order to understand how to combat the effects of implicit biases we need to know what kind of mental states the implicit attitudes that undergird them are. Moreover, whether or not you care about combatting the effects, we need to understand what implicit attitudes are to begin understanding human cognitive architecture. Accordingly, one question that a lot of recent research in philosophy and psychology has focused on is: how belief-like are (...)
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  7. Investigating gender and racial biases in DALL-E Mini Images.Marc Cheong, Ehsan Abedin, Marinus Ferreira, Ritsaart Willem Reimann, Shalom Chalson, Pamela Robinson, Joanne Byrne, Leah Ruppanner, Mark Alfano & Colin Klein - forthcoming - Acm Journal on Responsible Computing.
    Generative artificial intelligence systems based on transformers, including both text-generators like GPT-4 and image generators like DALL-E 3, have recently entered the popular consciousness. These tools, while impressive, are liable to reproduce, exacerbate, and reinforce extant human social biases, such as gender and racial biases. In this paper, we systematically review the extent to which DALL-E Mini suffers from this problem. In line with the Model Card published alongside DALL-E Mini by its creators, we find that the images it produces (...)
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  8. The whitewashing of blame.Eugene Chislenko - forthcoming - European Journal of Philosophy.
    I argue that influential recent discussions have whitewashed blame, characterizing it in ways that deemphasize or ignore its morally problematic features. I distinguish “definitional,” “creeping,” and “emphasis” whitewash, and argue that they play a central role in overall endorsements of blame by T.M. Scanlon, George Sher, and Miranda Fricker. In particular, these endorsements treat blame as appropriate by definition (Scanlon), or as little more than a wish (Sher), and infer from blame's having one useful function that it is a good (...)
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  9. The Heterogeneity of Implicit Bias.Jules Holroyd & Joseph Sweetman - forthcoming - In Michael Brownstein & Jennifer Saul (eds.), Implicit Bias and Philosophy, Volume 1: Metaphysics and Epistemology. New York, USA: Oxford University Press.
    The term 'implicit bias' has very swiftly been incorporated into philosophical discourse. Our aim in this paper is to scrutinise the phenomena that fall under the rubric of implicit bias. The term is often used in a rather broad sense, to capture a range of implicit social cognitions, and this is useful for some purposes. However, we here articulate some of the important differences between phenomena identified as instances of implicit bias. We caution against ignoring these differences: it is likely (...)
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  10. Individual and Structural Interventions.Alex Madva - forthcoming - In Erin Beeghly & Alex Madva (eds.), An Introduction to Implicit Bias: Knowledge, Justice, and the Social Mind.
    What can we do—and what should we do—to fight against bias? This final chapter introduces empirically-tested interventions for combating implicit (and explicit) bias and promoting a fairer world, from small daily-life debiasing tricks to larger structural interventions. Along the way, this chapter raises a range of moral, political, and strategic questions about these interventions. This chapter further stresses the importance of admitting that we don’t have all the answers. We should be humble about how much we still don’t know and (...)
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  11. Implicit Bias.Alex Madva - forthcoming - In Hugh LaFollette (ed.), Ethics in Practice: An Anthology (5th Edition).
    (This contribution is primarily based on "Implicit Bias, Moods, and Moral Responsibility," (2018) Pacific Philosophical Quarterly. This version has been shortened and significantly revised to be more accessible and student-oriented.) Are individuals morally responsible for their implicit biases? One reason to think not is that implicit biases are often advertised as unconscious. However, recent empirical evidence consistently suggests that individuals are aware of their implicit biases, although often in partial and inarticulate ways. Here I explore the implications of this evidence (...)
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  12. Gunning for affective realism: Emotion, perception and police shooting errors.Raamy Majeed - forthcoming - Philosophical Psychology.
    Affective realism, roughly the hypothesis that you “perceive what you feel”, has recently been put forward as a novel, empirically-backed explanation of police shooting errors. The affective states involved in policing in high-pressure situations result in police officers literally seeing guns even when none are present. The aim of this paper is to (i) unpack the implications of this explanation for assessing police culpability and (ii) determine whether we should take these implications at face value. I argue that while affective (...)
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  13. On Biologising Racism.Raamy Majeed - forthcoming - British Journal for the Philosophy of Science.
    To biologise racism is to treat racism as a neurological phenomenon susceptible to biochemical intervention. In 'Race on the Brain: What Implicit Bias Gets Wrong About the Struggle for Racial Injustice', Kahn (2018) critiques cognitive psychologists and neuroscientists for framing racism in a way that tends to biologise racism, which he argues draws attention and resources away from non-individualistic solutions to racial inequality. In this paper I argue the psychological sciences can accommodate several of Kahn’s criticisms by adopting a situated (...)
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  14. Engineering Social Concepts: Feasibility and Causal Models.Eleonore Neufeld - forthcoming - Philosophy and Phenomenological Research.
    How feasible are conceptual engineering projects of social concepts that aim for the engineered concept to be widely adopted in ordinary everyday life? Predominant frameworks on the psychology of concepts that shape work on stereotyping, bias, and machine learning have grim implications for the prospects of conceptual engineers: conceptual engineering efforts are ineffective in promoting certain social-conceptual changes. Specifically, since conceptual components that give rise to problematic social stereotypes are sensitive to statistical structures of the environment, purely conceptual change won’t (...)
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  15. The Philosophical Debate on Linguistic Bias: A Critical Perspective.Uwe Peters - forthcoming - Philosophical Psychology.
    Drawing on empirical findings, a number of philosophers have recently argued that people who use English as a foreign language may face a linguistic bias in academia in that they or their contributions may be perceived more negatively than warranted because of their English. I take a critical look at this argument. I first distinguish different phenomena that may be conceptualized as linguistic bias but that should be kept separate to avoid overgeneralizations. I then examine a range of empirical studies (...)
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  16. To Protect and Serve. [REVIEW]McGregor Rafe - forthcoming - Policing.
    To Protect and Serve is Norm Stamper’s second book, following Breaking Rank: A Top Cop’s Exposé of the Dark Side of American Policing (2005), and is a welcome contribution to the debate between those who advocate violence against the police and those who insist that no reform is necessary. Radley Balko’s The Rise of the Warrior Cop: The Militarization of America’s Police Forces (2013) inadvertently provided the context of the civil unrest in Ferguson ignited by the shooting of Michael Brown (...)
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  17. How I Know What You Know.Shannon Spaulding - forthcoming - In Jennifer Lackey & Aidan McGlynn (eds.), Oxford Handbook of Social Epistemology. Oxford University Press.
    Mentalizing is our ability to infer agents’ mental states. Attributing beliefs, knowledge, desires, and intentions are frequently discussed forms of mentalizing. Attributing mentalistically loaded stereotypes, personality traits, and evaluating others’ rationality are forms of mentalizing, as well. This broad conception of mentalizing has interesting and important implications for social epistemology. Several topics in social epistemology involve judgments about others’ knowledge, rationality, and competence, e.g., peer disagreement, epistemic injustice, and identifying experts. Mentalizing is at the core of each of these debates. (...)
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  18. Order-Based Salience Patterns in Language: What They Are and Why They Matter.Ella Whiteley - forthcoming - Ergo an Open Access Journal of Philosophy.
    Whenever we communicate, we inevitably have to say one thing before another. This means introducing particularly subtle patterns of salience into our language. In this paper, I introduce ‘order-based salience patterns’, referring to the ordering of syntactic contents where that ordering, pretheoretically, does not appear to be of consequence. For instance, if one is to describe a colourful scarf, it wouldn’t seem to matter if one were to say it is ‘orange and blue’ or ‘blue and orange’. Despite their apparent (...)
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  19. Proactive control and agency.René Baston - 2024 - Phenomenology and the Cognitive Sciences 23 (1):43-61.
    Can agents overcome unconscious psychological influences without being aware of them? Some philosophers and psychologists assume that agents need to be aware of psychological influences to successfully control behavior. The aim of this text is to argue that when agents engage in a proactive control strategy, they can successfully shield their behavior from some unconscious influences. If agents actively check for conflicts between their actions and mental states, they engage in reactive control. For engaging in reactive control, agents need awareness (...)
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  20. How to Express Implicit Attitudes.Elmar Unnsteinsson - 2024 - Philosophical Quarterly 74 (1):251-272.
    I argue that what speakers mean or express can be determined by their implicit or unconscious states, rather than explicit or conscious states. Further, on this basis, I show that the sincerity conditions for utterances can also be fixed by implicit states. This is a surprising result which goes against common assumptions about speech acts and sincerity. Roughly, I argue that the result is implied by two plausible and independent theories of the metaphysics of speaker meaning and, further, that this (...)
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  21. Implicit bias as unintentional discrimination.Lieke Joske Franci Asma - 2023 - Synthese 202 (5):1-21.
    In this paper, I argue that instead of primarily paying attention to the nature of implicit attitudes that are taken to cause implicit discrimination, we should investigate how discrimination can be implicit in itself. I propose to characterize implicit discrimination as unintentional discrimination: the person responds to facts unintentionally and often unconsciously which are, given their end, irrelevant and imply unfair treatment. The result is a unified account of implicit bias that allows for the different ways in which it can (...)
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  22. When to Psychologize.A. K. Flowerree - 2023 - Australasian Journal of Philosophy (4):968-982.
    The central focus of this paper is to motivate and explore the question, when is it permissible to endorse a psychologizing explanation of a sincere interlocutor? I am interested in the moral question of when (if ever) we may permissibly dismiss the sincere reasons given to us by others, and instead endorse an alternative explanation of their beliefs and actions. I argue that there is a significant risk of wronging the other person, and so we should only psychologize when we (...)
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  23. The importance of self‐knowledge for free action.Joseph Gurrola - 2023 - European Journal of Philosophy 31 (4):996-1013.
    Much has been made about the ways that implicit biases and other apparently unreflective attitudes can affect our actions and judgments in ways that negatively affect our ability to do right. What has been discussed less is that these attitudes negatively affect our freedom. In this paper, I argue that implicit biases pose a problem for free will. My analysis focuses on the compatibilist notion of free will according to which acting freely consists in acting in accordance with our reflectively (...)
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  24. The case against implicit bias fatalism.Benedek Kurdi & Eric Mandelbaum - 2023 - Nature Reviews Psychology 1.
    The standard associative account of implicit bias posits that the mind unavoidably mirrors the biased co-occurrences that are present in the environment. The resulting fatalistic view of implicit bias as inevitable and immutable is both scientifically unwarranted and societally counterproductive.
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  25. Stop me if you've heard this one before: The Chomskyan hammer and the Skinnerian nail.Alex Madva - 2023 - Behavioral and Brain Sciences 46:52-54.
    This piece is a comment on Quilty-Dunn, Jake, Nicolas Porot, and Eric Mandelbaum. 2023. “The Best Game in Town: The Reemergence of the Language-of-Thought Hypothesis across the Cognitive Sciences.” Behavioral and Brain Sciences 46: e261. -/- The target article signal boosts important ongoing work across the cognitive sciences. However, its theoretical claims, generative value, and purported contributions are – where not simply restatements of arguments extensively explored elsewhere – imprecise, noncommittal, and underdeveloped to a degree that makes them difficult to (...)
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  26. Biases in Niche Construction.Felipe Nogueira de Carvalho & Joel Krueger - 2023 - Philosophical Psychology:1-31.
    Niche construction theory highlights the active role of organisms in modifying their environment. A subset of these modifications is the developmental niche, which concerns ecological, epistemic, social and symbolic legacies inherited by organisms as resources that scaffold their developmental processes. Since in this theory development is a situated process that takes place in a culturally structured environment, we may reasonably ask if implicit cultural biases may, in some cases, be responsible for maladaptive developmental niches. In this paper we wish to (...)
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  27. Linguistic Discrimination in Science: Can English Disfluency Help Debias Scientific Research?Uwe Peters - 2023 - International Studies in the Philosophy of Science 36 (1):61-79.
    The English language now dominates scientific communications. Yet, many scientists have English as their second language. Their English proficiency may therefore often be more limited than that of a ‘native speaker’, and their scientific contributions (e.g. manuscripts) in English may frequently contain linguistic features that disrupt the fluency of a reader’s, or listener’s information processing even when the contributions are understandable. Scientific gatekeepers (e.g. journal reviewers) sometimes cite these features to justify negative decisions on manuscripts. Such justifications may rest on (...)
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  28. The best game in town: The reemergence of the language-of-thought hypothesis across the cognitive sciences.Jake Quilty-Dunn, Nicolas Porot & Eric Mandelbaum - 2023 - Behavioral and Brain Sciences 46:e261.
    Mental representations remain the central posits of psychology after many decades of scrutiny. However, there is no consensus about the representational format(s) of biological cognition. This paper provides a survey of evidence from computational cognitive psychology, perceptual psychology, developmental psychology, comparative psychology, and social psychology, and concludes that one type of format that routinely crops up is the language-of-thought (LoT). We outline six core properties of LoTs: (i) discrete constituents; (ii) role-filler independence; (iii) predicate–argument structure; (iv) logical operators; (v) inferential (...)
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  29. Epistemology of ignorance: the contribution of philosophy to the science-policy interface of marine biosecurity.Anne Schwenkenbecher, Chad L. Hewitt, Remco Heesen, Marnie L. Campbell, Oliver Fritsch, Andrew T. Knight & Erin Nash - 2023 - Frontiers in Marine Science 10:1-5.
    Marine ecosystems are under increasing pressure from human activity, yet successful management relies on knowledge. The evidence-based policy (EBP) approach has been promoted on the grounds that it provides greater transparency and consistency by relying on ‘high quality’ information. However, EBP also creates epistemic responsibilities. Decision-making where limited or no empirical evidence exists, such as is often the case in marine systems, creates epistemic obligations for new information acquisition. We argue that philosophical approaches can inform the science-policy interface. Using marine (...)
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  30. Unbiased Awarding of Art Prizes? It’s Hard to Judge.Ema Sullivan-Bissett & Michael Rush - 2023 - British Journal of Aesthetics 63 (2):157-179.
    We have higher-order evidence that aesthetic judgements in the context of awarding art prizes may be affected by implicit bias, to the detriment of artists from marginalized groups. Epistemologists have suggested how to respond to higher-order evidence by appeal to bracketing or suspending judgement. We explain why these approaches do not help in this context. We turn to three ways of addressing the operation of implicit bias: (i) anonymization, (ii) the production of objective criteria, (iii) direct implicit bias mitigation techniques. (...)
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  31. Waarom we beter denken dan we denken.Maarten van Doorn - 2023 - Noordboek Uitgeverij.
    Genomineerd voor de Socratesbeker 2024. De mens is irrationeel. Verliefd op zijn eigen gelijk. Doof voor feiten argumenten. Verblind door honderden denkfouten. Een makkelijke prooi voor nepnieuws. Gevangen in filterbubbels. Zo is het heersende idee. Maar klopt het wel? In dit boek verweeft filosoof Maarten van Doorn de jongste inzichten uit de psychologie, communicatiewetenschappen, filosofie en politicologie. Hij neemt ons mee op een reis langs verrassende onderzoeksresultaten en scherpzinnige filosofen en geeft nieuwe antwoorden op dringende vragen: Waarom geloven we wat (...)
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  32. Bias Optimizers.Damien P. Williams - 2023 - American Scientist 111 (4):204-207.
  33. Risk-Limited Indulgent Permissivism.Guy Axtell - 2022 - Synthese 200 (4):1-15.
    This paper argues for a view described as risk-limited indulgent permissivism. This term may be new to the epistemology of disagreement literature, but the general position denoted has many examples. The paper argues for the need for an epistemology for domains of controversial views (morals, philosophy, politics, and religion), and for the advantages of endorsing a risk-limited indulgent permissivism across these domains. It takes a double-edge approach in articulating for the advantages of interpersonal belief permissivism that is yet risk-limited: Advantages (...)
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  34. The Myside Bias in Argument Evaluation: A Bayesian Model.Edoardo Baccini & Stephan Hartmann - 2022 - Proceedings of the Annual Meeting of the Cognitive Science Society 44:1512-1518.
    The "myside bias'' in evaluating arguments is an empirically well-confirmed phenomenon that consists of overweighting arguments that endorse one's beliefs or attack alternative beliefs while underweighting arguments that attack one's beliefs or defend alternative beliefs. This paper makes two contributions: First, it proposes a probabilistic model that adequately captures three salient features of myside bias in argument evaluation. Second, it provides a Bayesian justification of this model, thus showing that myside bias has a rational Bayesian explanation under certain conditions.
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  35. Testing for Implicit Bias: Values, Psychometrics, and Science Communication.Nick Byrd & Morgan Thompson - 2022 - WIREs Cognitive Science.
    Our understanding of implicit bias and how to measure it has yet to be settled. Various debates between cognitive scientists are unresolved. Moreover, the public’s understanding of implicit bias tests continues to lag behind cognitive scientists’. These discrepancies pose potential problems. After all, a great deal of implicit bias research has been publicly funded. Further, implicit bias tests continue to feature in discourse about public- and private-sector policies surrounding discrimination, inequality, and even the purpose of science. We aim to do (...)
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  36. Defending Science Deniers.Alex Davies - 2022 - Justice Everywhere - a Blog About Philosophy in Public Affairs.
    A slew of newspaper articles were published in the 2010s with titles like: “The facts on why facts alone can’t fight false beliefs” and “Why Facts Don’t Change Our Minds — New discoveries about the human mind show the limitations of reason”. They promoted a common idea: if a person doesn’t conform to the scientific majority, it’s because she forms beliefs on scientific questions in order to achieve social goals (to fit in with people of her kind, to make her (...)
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  37. Science Communication, Cultural Cognition, and the Pull of Epistemic Paternalism.Alex Davies - 2022 - Journal of Applied Philosophy 40 (1):65-78.
    There is a correlation between positions taken on some scientific questions and political leaning. One way to explain this correlation is the cultural cognition hypothesis (CCH): people's political leanings are causing them to process evidence to maintain fixed answers to the questions, rather than to seek the truth. Another way is the different background belief hypothesis (DBBH): people of different political leanings have different background beliefs which rationalize different positions on these scientific questions. In this article, I argue for two (...)
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  38. The Bias Dilemma: The Ethics of Algorithmic Bias in Natural-Language Processing.Oisín Deery & Katherine Bailey - 2022 - Feminist Philosophy Quarterly 8 (3).
    Addressing biases in natural-language processing (NLP) systems presents an underappreciated ethical dilemma, which we think underlies recent debates about bias in NLP models. In brief, even if we could eliminate bias from language models or their outputs, we would thereby often withhold descriptively or ethically useful information, despite avoiding perpetuating or amplifying bias. Yet if we do not debias, we can perpetuate or amplify bias, even if we retain relevant descriptively or ethically useful information. Understanding this dilemma provides for a (...)
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  39. How Should We Think About Implicit Measures and Their Empirical “Anomalies”?Bertram Gawronski, Michael Brownstein & Alex Madva - 2022 - WIREs Cognitive Science:1-7.
    Based on a review of several “anomalies” in research using implicit measures, Machery (2021) dismisses the modal interpretation of participant responses on implicit measures and, by extension, the value of implicit measures. We argue that the reviewed findings are anomalies only for specific—influential but long-contested—accounts that treat responses on implicit measures as uncontaminated indicators of trait-like unconscious representations that coexist with functionally independent conscious representations. However, the reviewed findings are to-be-expected “normalities” when viewed from the perspective of long-standing alternative frameworks (...)
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  40. The Trade between Fiction and Reality: Smuggling across Imagination and the World.Wolfgang Huemer, Daniele Molinari & Valentina Petrolini - 2022 - Discipline Filosofiche 32 (2):191-213.
    The current debate on literary cognitivism in the philosophy of fiction typically assumes that we can rigorously distinguish between fictional and factual, and focuses on the question of whether and how works of fiction can impart propositional knowledge to the reader. In this paper we suggest that this way of framing the debate may be problematic. We argue that works of fiction almost inevitably include a reference to the real world and that – contrary to what is usually assumed – (...)
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  41. Understanding implicit bias: A case for regulative dispositionalism.Annemarie Kalis & Harmen Ghijsen - 2022 - Philosophical Psychology 35 (8):1212-1233.
    What attitude does someone manifesting implicit bias really have? According to the default representationalist picture, implicit bias involves having conflicting attitudes (explicit versus implicit) with respect to the topic at hand. In opposition to this orthodoxy, dispositionalists argue that attitudes should be understood as higher-level dispositional features of the person as a whole. Following this metaphysical view, the discordance characteristic of implicit bias shows that someone’s attitude regarding the topic at hand is not-fully-manifested or ‘in-between’. However, so far few representationalists (...)
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  42. The rational dynamics of implicit thought.Brett Karlan - 2022 - Australasian Journal of Philosophy 100 (4):774-788.
    Implicit attitudes are mental states posited by psychologists to explain behaviors including implicit racial and gender bias. In this paper I investigate the belief view of the implicit attitudes, on which implicit attitudes are a kind of implicit belief. In particular, I focus on why implicit attitudes, if they are beliefs, are often resistant to updating in light of new evidence. I argue that extant versions of the belief view do not give a satisfactory account of this phenomenon. This is (...)
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  43. (Un)Fairness in AI: An Intersectional Feminist Analysis.Youjin Kong - 2022 - Blog of the American Philosophical Association, Women in Philosophy Series.
    Racial, Gender, and Intersectional Biases in AI / -/- Dominant View of Intersectional Fairness in the AI Literature / -/- Three Fundamental Problems with the Dominant View / 1. Overemphasis on Intersections of Attributes / 2. Dilemma between Infinite Regress and Fairness Gerrymandering / 3. Narrow Understanding of Fairness as Parity / -/- Rethinking AI Fairness: from Weak to Strong Fairness.
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  44. Are “Intersectionally Fair” AI Algorithms Really Fair to Women of Color? A Philosophical Analysis.Youjin Kong - 2022 - Facct: Proceedings of the Acm Conference on Fairness, Accountability, and Transparency:485-494.
    A growing number of studies on fairness in artificial intelligence (AI) use the notion of intersectionality to measure AI fairness. Most of these studies take intersectional fairness to be a matter of statistical parity among intersectional subgroups: an AI algorithm is “intersectionally fair” if the probability of the outcome is roughly the same across all subgroups defined by different combinations of the protected attributes. This paper identifies and examines three fundamental problems with this dominant interpretation of intersectional fairness in AI. (...)
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  45. Algorithmic Political Bias Can Reduce Political Polarization.Uwe Peters - 2022 - Philosophy and Technology 35 (3):1-7.
    Does algorithmic political bias contribute to an entrenchment and polarization of political positions? Franke argues that it may do so because the bias involves classifications of people as liberals, conservatives, etc., and individuals often conform to the ways in which they are classified. I provide a novel example of this phenomenon in human–computer interactions and introduce a social psychological mechanism that has been overlooked in this context but should be experimentally explored. Furthermore, while Franke proposes that algorithmic political classifications entrench (...)
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  46. Algorithmic Political Bias in Artificial Intelligence Systems.Uwe Peters - 2022 - Philosophy and Technology 35 (2):1-23.
    Some artificial intelligence systems can display algorithmic bias, i.e. they may produce outputs that unfairly discriminate against people based on their social identity. Much research on this topic focuses on algorithmic bias that disadvantages people based on their gender or racial identity. The related ethical problems are significant and well known. Algorithmic bias against other aspects of people’s social identity, for instance, their political orientation, remains largely unexplored. This paper argues that algorithmic bias against people’s political orientation can arise in (...)
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  47. Extended Implicit Bias: When the Metaphysics and Ethics of Implicit Bias Collide.Uwe Peters - 2022 - Erkenntnis 88 (8):3457-3478.
    It has recently been argued that to tackle social injustice, implicit biases and unjust social structures should be targeted equally because they sustain and ontologically overlap with each other. Here I develop this thought further by relating it to the hypothesis of extended cognition. I argue that if we accept common conditions for extended cognition then people’s implicit biases are often partly realized by and so extended into unjust social structures. This supports the view that we should counteract psychological and (...)
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  48. Generalization Bias in Science.Uwe Peters, Alexander Krauss & Oliver Braganza - 2022 - Cognitive Science 46 (9):e13188.
    Many scientists routinely generalize from study samples to larger populations. It is commonly assumed that this cognitive process of scientific induction is a voluntary inference in which researchers assess the generalizability of their data and then draw conclusions accordingly. We challenge this view and argue for a novel account. The account describes scientific induction as involving by default a generalization bias that operates automatically and frequently leads researchers to unintentionally generalize their findings without sufficient evidence. The result is unwarranted, overgeneralized (...)
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  49. On Homelessness in the City of Turku: Observations from the Sidewalk.Mika Suojanen - 2022 - Asukki.
    Much is known about homelessness from a quantitative perspective in Finland. However, the implications are often misleading and false. In this report, I present how prejudiced conclusions about the homeless are drawn in the City of Turku because there is no interest in grassroots experience. Targets to reduce homelessness still make sense.
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  50. Cultivating Doxastic Responsibility.Guy Axtell - 2021 - Humana Mente 14 (39):87-125.
    This paper addresses some of the contours of an ethics of knowledge in the context of ameliorative epistemology, where this term describes epistemological projects aimed at redressing epistemic injustices, improving collective epistemic practices, and educating more effectively for higher-order reflective reasoning dispositions. Virtue theory and embodiment theory together help to tie the cultivation of moral and epistemic emotions to cooperative problem-solving. We examine one cooperative vice, ‘knavery,’ and how David Hume’s little-noticed discussion of it is a forerunner of contemporary game (...)
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