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  1. The wizard and I: How transparent teleoperation and self-description (do not) affect children’s robot perceptions and child-robot relationship formation.Caroline L. van Straten, Jochen Peter, Rinaldo Kühne & Alex Barco - 2022 - AI and Society 37 (1):383-399.
    It has been well documented that children perceive robots as social, mental, and moral others. Studies on child-robot interaction may encourage this perception of robots, first, by using a Wizard of Oz set-up and, second, by having robots engage in self-description. However, much remains unknown about the effects of transparent teleoperation and self-description on children’s perception of, and relationship formation with a robot. To address this research gap initially, we conducted an experimental study with a 2 × 2 between-subject design (...)
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  • “Alexa, how are you feeling today?” : Mind perception, smart speakers, and uncanniness.Jebediah Taylor, Staci Meredith Weiss & Peter J. Marshall - 2020 - Interaction Studies 21 (3):329-352.
    ‘Smart’ devices are becoming increasingly ubiquitous. While these sophisticated machines are useful for various purposes, they sometimes evoke feelings of eeriness or discomfort that constitute uncanniness, a much-discussed phenomenon in robotics research. Adult participants (N = 115) rated the uncanniness of a hypothetical future smart speaker that was described as possessing the mental capacities for experience, agency, neither, or both. The novel condition prompting participants to attribute both agency and experience to the speaker filled an important theoretical gap in the (...)
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  • Alexa, how are you feeling today?Staci Meredith Weiss, Peter J. Marshall & Jebediah Taylor - 2020 - Interaction Studies 21 (3):329-352.
    ‘Smart’ devices are becoming increasingly ubiquitous. While these sophisticated machines are useful for various purposes, they sometimes evoke feelings of eeriness or discomfort that constitute uncanniness, a much-discussed phenomenon in robotics research. Adult participants (N = 115) rated the uncanniness of a hypothetical future smart speaker that was described as possessing the mental capacities for experience, agency, neither, or both. The novel condition prompting participants to attribute both agency and experience to the speaker filled an important theoretical gap in the (...)
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  • Do Companies Think and Feel? Mind Perception of Organizations.Simone Tang & Kurt Gray - 2023 - Cognitive Science 47 (8):e13320.
    How do people perceive the minds of organizations? Existing work on organizational mind perception highlights two key debates: whether organizational groups are ascribed more agency than experience, and whether people are really perceiving minds in organizational groups at all. Our current paper and its data weigh in on these debates and suggest that organizations can indeed be ascribed experiential minds. We present a “member and goals” framework for systematically understanding the mind perception of organization. This framework suggests that people can (...)
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  • Attributing Mind to Groups and Their Members on Two Dimensions.Tetsushi Tanibe, Takaaki Hashimoto, Tobu Tomabechi, Taku Masamoto & Kaori Karasawa - 2019 - Frontiers in Psychology 10.
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  • Phenomenological obviousness and the new science of consciousness.Justin Sytsma - 2009 - Philosophy of Science 76 (5):958-969.
    Is phenomenal consciousness a problem for the brain sciences? An increasing number of researchers hold not only that it is but that its very existence is a deep mystery. That this problematic phenomenon exists is generally taken for granted: It is asserted that phenomenal consciousness is just phenomenologically obvious. In contrast, I hold that there is no such phenomenon and, thus, that it does not pose a problem for the brain sciences. For this denial to be plausible, however, I need (...)
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  • Two conceptions of subjective experience.Justin Sytsma & Edouard Machery - 2010 - Philosophical Studies 151 (2):299-327.
    Do philosophers and ordinary people conceive of subjective experience in the same way? In this article, we argue that they do not and that the philosophical concept of phenomenal consciousness does not coincide with the folk conception. We first offer experimental support for the hypothesis that philosophers and ordinary people conceive of subjective experience in markedly different ways. We then explore experimentally the folk conception, proposing that for the folk, subjective experience is closely linked to valence. We conclude by considering (...)
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  • The Two Sources of Moral Standing.Justin Sytsma & Edouard Machery - 2012 - Review of Philosophy and Psychology 3 (3):303-324.
    There are two primary traditions in philosophical theorizing about moral standing—one emphasizing Experience (the capacity to feel pain and pleasure) and one emphasizing Agency (complexity of cognition and lifestyle). In this article we offer an explanation for this divide: Lay judgments about moral standing depend importantly on two independent cues (Experience and Agency), and the two philosophical traditions reflect this aspect of folk moral cognition. In support of this two-source hypothesis, we present the results of a series of new experiments (...)
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  • Folk Psychology and Phenomenal Consciousness.Justin Sytsma - 2010 - Philosophy Compass 5 (8):700-711.
    In studying folk psychology, cognitive and developmental psychologists have mainly focused on how people conceive of non-experiential states such as beliefs and desires. As a result, we know very little about how non-philosophers (or the folk) understand the mental states that philosophers typically classify as being phenomenally conscious. In particular, it is not known whether the folk even tend to classify mental states in terms of their being or not being phenomenally conscious in the first place. Things have changed dramatically (...)
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  • Robots as Malevolent Moral Agents: Harmful Behavior Results in Dehumanization, Not Anthropomorphism.Aleksandra Swiderska & Dennis Küster - 2020 - Cognitive Science 44 (7):e12872.
    A robot's decision to harm a person is sometimes considered to be the ultimate proof of it gaining a human‐like mind. Here, we contrasted predictions about attribution of mental capacities from moral typecasting theory, with the denial of agency from dehumanization literature. Experiments 1 and 2 investigated mind perception for intentionally and accidentally harmful robotic agents based on text and image vignettes. Experiment 3 disambiguated agent intention (malevolent and benevolent), and additionally varied the type of agent (robotic and human) using (...)
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  • Moral Judgments in the Age of Artificial Intelligence.Yulia W. Sullivan & Samuel Fosso Wamba - 2022 - Journal of Business Ethics 178 (4):917-943.
    The current research aims to answer the following question: “who will be held responsible for harm involving an artificial intelligence system?” Drawing upon the literature on moral judgments, we assert that when people perceive an AI system’s action as causing harm to others, they will assign blame to different entity groups involved in an AI’s life cycle, including the company, the developer team, and even the AI system itself, especially when such harm is perceived to be intentional. Drawing upon the (...)
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  • Corporate insecthood.Nina Strohminger & Matthew R. Jordan - 2022 - Cognition 224 (C):105068.
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  • Exploring space for robot mistakes in child robot interactions.Rebecca Stower, Rania Abdelghani, Marisa Tschopp, Keegan Evangelista, Mohamed Chetouani & Arvid Kappas - 2022 - Interaction Studies 23 (2):243-288.
    Understanding the impact of robot errors in child-robot-interactions (CRI) is critical, as current technological systems are still limited and may randomly present a variety of mistakes during interactions with children. In this study we manipulate a task-based error of a NAO robot during a semi-autonomous computational thinking task implemented with the Cozmo robot. Data from 72 children aged 7–10 were analysed regarding their attitudes towards NAO (social trust, competency trust, liking, and perceived agency), their behaviour towards the robot (self-disclosure, following (...)
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  • Venturing into the uncanny valley of mind—The influence of mind attribution on the acceptance of human-like characters in a virtual reality setting.Jan-Philipp Stein & Peter Ohler - 2017 - Cognition 160 (C):43-50.
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  • Core knowledge, language learning, and the origins of morality and pedagogy: Reply to reviews of What babies know.Elizabeth S. Spelke - 2023 - Mind and Language 38 (5):1336-1350.
    The astute reviews by Hamlin and by Revencu and Csibra provide compelling arguments and evidence for the early emergence of moral evaluation, communication, and pedagogical learning. I accept these conclusions but not the reviewers' claims that infants' talents in these domains depend on core systems of moral evaluation or pedagogical communication. Instead, I suggest that core knowledge of people as agents and as social beings, together with infants' emerging understanding of their native language, support learning about people as moral agents, (...)
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  • Well‐Being Blindness.Andrew Sneddon - 2019 - Metaphilosophy 50 (1-2):130-155.
    Why are we still studying well-being? After more than two thousand years of Western philosophy, why do we lack a settled account of the good life for humans? Philosophical problems in general are perennial, and the nature of human well-being is one such problem. However, we seem to stand in an epistemic relationship to this topic that is not shared by other ones. We have a vested interest in understanding the good life, and the relevant data seem to be accessible (...)
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  • Why do ethicists eat their greens?Andrew Sneddon - 2020 - Philosophical Psychology 33 (7):902-923.
    Eric Schwitzgebel, Fiery Cushman, and Joshua Rust have conducted a series of studies of the thought and behavior of professional ethicists. They have found no evidence that ethical reflection yields distinctive improvements in behavior. This work has been done on English-speaking ethicists. Philipp Schönegger and Johannes Wagner replicated one study with German-speaking professors. Their results are almost the same, except for finding that German-speaking ethicists were more likely to be vegetarian than non-ethicists. The present paper devises and evaluates eleven psychological (...)
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  • The cultural evolution of shamanism.Manvir Singh - 2018 - Behavioral and Brain Sciences 41.
    Shamans, including medicine men, mediums, and the prophets of religious movements, recur across human societies. Shamanism also existed among nearly all documented hunter-gatherers, likely characterized the religious lives of many ancestral humans, and is often proposed by anthropologists to be the “first profession,” representing the first institutionalized division of labor beyond age and sex. In this article, I propose a cultural evolutionary theory to explain why shamanism consistently develops and, in particular, why shamanic traditions exhibit recurrent features around the world; (...)
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  • Consciousness and Theory of Mind: a Common Theory?Miguel Ángel Sebastián - 2016 - Theoria: Revista de Teoría, Historia y Fundamentos de la Ciencia 31 (1):73-89.
    Many philosophers and scientists have argued that the difference between phenomenally conscious states and other kind of states lies in the implicit self-awareness that conscious states have. Higher-Order Representationalist theories, attempt to explain such a self-awareness by means of a higher-order representation. Consciousness relies on our capacity to represent our own mental states, consciousness depends on our Theory of Mind. Such an ability can, at least conceptually, be decomposed into another two: mindreading and metacognition. In this paper I will argue (...)
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  • The Crazyist Metaphysics of Mind.Eric Schwitzgebel - 2014 - Australasian Journal of Philosophy 92 (4):665-682.
    The Crazyist Metaphysics of Mind. . ???aop.label???
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  • Putting psychology before metaphysics in moral responsibility: Reactive attitudes and a “gut feeling” that can trigger and justify them.Robert Schroer & Jeanine Weekes Schroer - 2019 - Philosophical Psychology 32 (3):357-387.
    In "Freedom and Resentment," P.F. Strawson argues that since the reactive attitudes are psychologically unavoidable, they do not stand in need of justification from philosophical theorizing about the metaphysical conditions necessary for free action. After reviewing and criticizing this line of argument, we develop an alternative account of how the reactive attitudes can be justified through a feature of our psychology. This new account focuses upon a collection of cognitive mechanisms identified by cognitive neuroscience, which recognize human beings (and other (...)
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  • Concepts of God and Germs: Social Mechanisms and Cognitive Heuristics.Anondah Saide & Rebekah Richert - 2021 - Cognitive Science 45 (5):e12942.
    Previous research has shown that the more individuals view observable entities as animate, the more those entities are associated with having psychological and physiological experiences. This study examined the relationship between children's animistic and anthropomorphic reasoning for concepts of unobservable scientific (i.e., germ) and religious (i.e., God) entities. This study further explored how children's conceptions vary according to the social learning opportunities (i.e., discourse, rituals) parents reportedly create. Parent–child dyads with young children from diverse ethnic and religious backgrounds participated. Three (...)
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  • Mind Perception and Willingness to Withdraw Life Support.Jeffrey M. Rudski, Benjamin Herbsman, Eric D. Quitter & Nicole Bilgram - 2016 - Neuroethics 9 (3):235-242.
    Discussions of withdrawal of life support often revolve around a patient’s perceived level of suffering or lack of experience. Personhood, however, is often linked to personal agency. In the present study, 279 laypeople estimated the amount of agency and experience in hypothetical patients differing in degree of consciousness. Participants also indicated whether they would choose to maintain or terminate life support. Patients were more likely to terminate life support for a patient in a persistent vegetative state, followed by one with (...)
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  • Tree‐Huggers Versus Human‐Lovers: Anthropomorphism and Dehumanization Predict Valuing Nature Over Outgroups.Joshua Rottman, Charlie R. Crimston & Stylianos Syropoulos - 2021 - Cognitive Science 45 (4):e12967.
    Previous examinations of the scope of moral concern have focused on aggregate attributions of moral worth. However, because trade‐offs exist in valuing different kinds of entities, tabulating total amounts of moral expansiveness may conceal significant individual differences in the relative proportions of moral valuation ascribed to various entities. We hypothesized that some individuals (“tree‐huggers”) would ascribe greater moral worth to animals and ecosystems than to humans from marginalized or stigmatized groups, while others (“human‐lovers”) would ascribe greater moral worth to outgroup (...)
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  • Stakeholder-Oriented Firms Have Feelings and Moral Standing Too.Katinka J. P. Quintelier - 2022 - Frontiers in Psychology 13.
    A central claim in stakeholder theory is that, if we see stakeholders as human beings, we will attribute higher moral standing or show more moral consideration to stakeholders. But would the same hold for firms? In this paper, I apply the concepts of humanization and moral standing to firms, and I predict that individuals attribute higher moral standing to stakeholder-oriented than to profit-oriented firms, because individuals attribute more experience to stakeholder-oriented than to profit-oriented firms. Five experiments support these predictions across (...)
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  • Humanizing Stakeholders by Rethinking Business.Katinka J. P. Quintelier, Joeri van Hugten, Bidhan L. Parmar & Inge M. Brokerhof - 2021 - Frontiers in Psychology 12.
    Can business humanize its stakeholders? And if so, how does this relate to moral consideration for stakeholders? In this paper we compare two business orientations that are relevant for current business theory and practice: a stakeholder orientation and a profit orientation. We empirically investigate the causal relationships between business orientation, humanization, and moral consideration. We report the results of six experiments, making use of different operationalizations of a stakeholder and profit orientation, different stakeholders, and different participant samples. Our findings support (...)
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  • Now you feel it, now you don’t.Susanne Quadflieg, Israr Ul-Haq & Nikolaos Mavridis - 2016 - Interaction Studies 17 (2):211-247.
    Robots seemingly in possession of an experiential mind, as well as humans allegedly incapable thereof, have been reported to elicit feelings of eeriness in their perceivers. The current work re-examined this claim, asking participants to rate both robots and humans in various social situations regarding their mind capacities, non-mind qualities, and overall appeal. It was found that feelings of eeriness towards both targets formed a distinct emotional response that was separable from simple dislike. Yet, unexpectedly, eeriness towards both targets intensified, (...)
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  • Cruel nature: Harmfulness as an important, overlooked dimension in judgments of moral standing.Jared Piazza, Justin F. Landy & Geoffrey P. Goodwin - 2014 - Cognition 131 (1):108-124.
  • The Moral Cognition/Consciousness Connection.Mark Phelan & Adam Waytz - 2012 - Review of Philosophy and Psychology 3 (3):293-301.
  • Thinking things and feeling things: on an alleged discontinuity in folk metaphysics of mind.Mark Phelan, Adam Arico & Shaun Nichols - 2013 - Phenomenology and the Cognitive Sciences 12 (4):703-725.
    According to the discontinuity view, people recognize a deep discontinuity between phenomenal and intentional states, such that they refrain from attributing feelings and experiences to entities that do not have the right kind of body, though they may attribute thoughts to entities that lack a biological body, like corporations, robots, and disembodied souls. We examine some of the research that has been used to motivate the discontinuity view. Specifically, we focus on experiments that examine people's aptness judgments for various mental (...)
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  • Analytic Functionalism and Mental State Attribution.Mark Phelan & Wesley Buckwalter - 2012 - Philosophical Topics 40 (2):129-154.
    We argue that the causal account offered by analytic functionalism provides the best account of the folk psychological theory of mind, and that people ordinarily define mental states relative to the causal roles these states occupy in relation to environmental impingements, external behaviors, and other mental states. We present new empirical evidence, as well as review several key studies on mental state ascription to diverse types of entities such as robots, cyborgs, corporations and God, and explain how this evidence supports (...)
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  • Blurring two conceptions of subjective experience: Folk versus philosophical phenomenality.Anthony F. Peressini - 2014 - Philosophical Psychology 27 (6):862-889.
    Philosophers and psychologists have experimentally explored various aspects of people’s understandings of subjective experience based on their responses to questions about whether robots “see red” or “feel frustrated,” but the intelligibility of such questions may well presuppose that people understand robots as experiencers in the first place. Departing from the standard approach, I develop an experimental framework that distinguishes 20 between “phenomenal consciousness” as it is applied to a subject (an experiencer) and to an (experiential) mental state and experimentally test (...)
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  • Adopting the intentional stance toward natural and artificial agents.Jairo Perez-Osorio & Agnieszka Wykowska - 2019 - Philosophical Psychology 33 (3):369-395.
    ABSTRACTIn our daily lives, we need to predict and understand others’ behavior in order to navigate through our social environment. Predictions concerning other humans’ behavior usually refer to th...
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  • Observing Social Exclusion Leads to Dehumanizing the Victim.Yeong O. Park & Sang H. Park - 2015 - Frontiers in Psychology 6.
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  • Seeing Cooperation or Competition: Ecological Interactions in Cultural Perspectives.Bethany L. Ojalehto, Douglas L. Medin, William S. Horton, Salino G. Garcia & Estefano G. Kays - 2015 - Topics in Cognitive Science 7 (4):624-645.
    Do cultural models facilitate particular ways of perceiving interactions in nature? We explore variability in folkecological principles of reasoning about interspecies interactions. In two studies, Indigenous Panamanian Ngöbe and U.S. participants interpreted an illustrated, wordless nonfiction book about the hunting relationship between a coyote and badger. Across both studies, the majority of Ngöbe interpreted the hunting relationship as cooperative and the majority of U.S. participants as competitive. Study 2 showed that this pattern may reflect different beliefs about, and perhaps different (...)
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  • Feeling connected to younger versus older selves: The asymmetric impact of life stage orientation.Ed O.′Brien - 2015 - Cognition and Emotion 29 (4):678-686.
  • Parametric induction of animacy experience.Natacha S. Santos, Nicole David, Gary Bente & Kai Vogeley - 2008 - Consciousness and Cognition 17 (2):425-437.
    Graphical displays of simple moving geometrical figures have been repeatedly used to study the attribution of animacy in human observers. Yet little is known about the relevant movement characteristics responsible for this experience. The present study introduces a novel parametric research paradigm, which allows for the experimental control of specific motion parameters and a predictable influence on the attribution of animacy. Two experiments were conducted using 3D computer animations of one or two objects systematically introducing variations in the following aspects (...)
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  • The essence of mentalistic agents.Shaun Nichols - 2017 - Synthese 194 (3):809-825.
    Over the last several decades, there has been a wealth of illuminating work on processes implicated in social cognition. Much less has been done in articulating how we learn the contours of particular concepts deployed in social cognition, like the concept MENTALISTIC AGENT. Recent developments in learning theory afford new tools for approaching these questions. In this article, I describe some rudimentary ways in which learning theoretic considerations can illuminate philosophically important aspects of the MENTALISTIC AGENT concept. I maintain that (...)
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  • A Single Belief-Changing Psychedelic Experience Is Associated With Increased Attribution of Consciousness to Living and Non-living Entities.Sandeep M. Nayak & Roland R. Griffiths - 2022 - Frontiers in Psychology 13.
    IntroductionAlthough the topic of consciousness is both mysterious and controversial, psychedelic drugs are popularly believed to provide unique insights into the nature of consciousness despite a lack of empirical evidence.MethodsThis study addresses the question of whether psychedelics change the attribution of consciousness to a range of living and non-living entities. A survey was conducted in 1,606 respondents who endorsed a belief changing psychedelic experience.ResultsParticipants rated their attributions of consciousness to a range of living and non-living entities before and after their (...)
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  • The past and future of experimental philosophy.Thomas Nadelhoffer & Eddy Nahmias - 2007 - Philosophical Explorations 10 (2):123 – 149.
    Experimental philosophy is the name for a recent movement whose participants use the methods of experimental psychology to probe the way people think about philosophical issues and then examine how the results of such studies bear on traditional philosophical debates. Given both the breadth of the research being carried out by experimental philosophers and the controversial nature of some of their central methodological assumptions, it is of no surprise that their work has recently come under attack. In this paper we (...)
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  • God knows (but does God believe?).Dylan Murray, Justin Sytsma & Jonathan Livengood - 2013 - Philosophical Studies 166 (1):83-107.
    The standard view in epistemology is that propositional knowledge entails belief. Positive arguments are seldom given for this entailment thesis, however; instead, its truth is typically assumed. Against the entailment thesis, Myers-Schulz and Schwitzgebel (Noûs, forthcoming) report that a non-trivial percentage of people think that there can be propositional knowledge without belief. In this paper, we add further fuel to the fire, presenting the results of four new studies. Based on our results, we argue that the entailment thesis does not (...)
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  • Lost in the crowd: Entitative group membership reduces mind attribution.Carey K. Morewedge, Jesse J. Chandler, Robert Smith, Norbert Schwarz & Jonathan Schooler - 2013 - Consciousness and Cognition 22 (4):1195-1205.
    This research examined how and why group membership diminishes the attribution of mind to individuals. We found that mind attribution was inversely related to the size of the group to which an individual belonged . Mind attribution was affected by group membership rather than the total number of entities perceived at once . Moreover, mind attribution to an individual varied with the perception that the individual was a group member. Participants attributed more mind to an individual that appeared distinct or (...)
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  • Do Men Have No Need for “Feminist” Artificial Intelligence? Agentic and Gendered Voice Assistants in the Light of Basic Psychological Needs.Laura Moradbakhti, Simon Schreibelmayr & Martina Mara - 2022 - Frontiers in Psychology 13.
    Artificial Intelligence is supposed to perform tasks autonomously, make competent decisions, and interact socially with people. From a psychological perspective, AI can thus be expected to impact users’ three Basic Psychological Needs, namely autonomy, competence, and relatedness to others. While research highlights the fulfillment of these needs as central to human motivation and well-being, their role in the acceptance of AI applications has hitherto received little consideration. Addressing this research gap, our study examined the influence of BPN Satisfaction on Intention (...)
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  • Response to Chris Crandall and John Symons.Edouard Machery - 2022 - Inquiry: An Interdisciplinary Journal of Philosophy 65 (5):615-630.
    ABSTRACT This article responds to Chris Crandall's and John Symons's critical discussions of Philosophy Within Its Proper Bounds. I examine the significance of experimental-philosophy research for philosophy and for psychology and discuss the methodological shortcomings of experimental philosophy. I also consider how we can come to know metaphysical necessities of philosophical importance and defend a pragmatist take on conceptual engineering.
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  • What it is like.Haoying Liu - forthcoming - Inquiry: An Interdisciplinary Journal of Philosophy.
    ABSTRACT‘What it is like’ is a popular philosophical locution to talk about conscious experiences, but how it manages to refer to conscious experiences is still under investigation. What’s remarkable about ‘what it is like’ is that its literal meaning doesn’t concern consciousness; nevertheless this phrase is popular in discourses about consciousness. Understanding ‘what it is like’ thus requires investigation into the contextual factors that guide the interpretation of ‘what it is like’, which have not been sufficiently explored. This paper aims (...)
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  • Psychological consequences of legal responsibility misattribution associated with automated vehicles.Peng Liu, Manqing Du & Tingting Li - 2021 - Ethics and Information Technology 23 (4):763-776.
    A human driver and an automated driving system might share control of automated vehicles in the near future. This raises many concerns associated with the assignment of responsibility for negative outcomes caused by them; one is that the human driver might be required to bear the brunt of moral and legal responsibilities. The psychological consequences of responsibility misattribution have not yet been examined. We designed a hypothetical crash similar to Uber’s 2018 fatal crash. We incorporated five legal responsibility attributions. Participants (...)
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  • Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management.Min Kyung Lee - 2018 - Big Data and Society 5 (1).
    Algorithms increasingly make managerial decisions that people used to make. Perceptions of algorithms, regardless of the algorithms' actual performance, can significantly influence their adoption, yet we do not fully understand how people perceive decisions made by algorithms as compared with decisions made by humans. To explore perceptions of algorithmic management, we conducted an online experiment using four managerial decisions that required either mechanical or human skills. We manipulated the decision-maker, and measured perceived fairness, trust, and emotional response. With the mechanical (...)
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  • Changing minds about minds: Evidence that people are too sceptical about animal sentience.Stefan Leach, Robbie M. Sutton, Kristof Dhont, Karen M. Douglas & Zara M. Bergström - 2023 - Cognition 230 (C):105263.
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  • Applicants’ Fairness Perceptions of Algorithm-Driven Hiring Procedures.Maude Lavanchy, Patrick Reichert, Jayanth Narayanan & Krishna Savani - forthcoming - Journal of Business Ethics:1-26.
    Despite the rapid adoption of technology in human resource departments, there is little empirical work that examines the potential challenges of algorithmic decision-making in the recruitment process. In this paper, we take the perspective of job applicants and examine how they perceive the use of algorithms in selection and recruitment. Across four studies on Amazon Mechanical Turk, we show that people in the role of a job applicant perceive algorithm-driven recruitment processes as less fair compared to human only or algorithm-assisted (...)
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  • Ingredients of intelligence: From classic debates to an engineering roadmap.Brenden M. Lake, Tomer D. Ullman, Joshua B. Tenenbaum & Samuel J. Gershman - 2017 - Behavioral and Brain Sciences 40:e281.
    We were encouraged by the broad enthusiasm for building machines that learn and think in more human-like ways. Many commentators saw our set of key ingredients as helpful, but there was disagreement regarding the origin and structure of those ingredients. Our response covers three main dimensions of this disagreement: nature versus nurture, coherent theories versus theory fragments, and symbolic versus sub-symbolic representations. These dimensions align with classic debates in artificial intelligence and cognitive science, although, rather than embracing these debates, we (...)
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