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What is Understanding? An Overview of Recent Debates in Epistemology and Philosophy of Science

In Stephen Grimm Christoph Baumberger & Sabine Ammon (eds.), Explaining Understanding: New Perspectives from Epistemology and Philosophy of Science. Routledge. pp. 1-34 (2017)

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  1. Conceptual Baggage and How to Unpack It.Emilia L. Wilson - 2024 - Dissertation, University of St Andrews
    Our interpretive resources enable us to make sense of, navigate, and communicate about our shared world. These resources not only carve the world up into categories, but also guide how we, individually and collectively, are oriented towards it. In this thesis, I examine how these resources, and the dispositions they guide, may be harmful. A vital kind of interpretive resources are frames, which equip us with unified perspectives on the world. Perspectives are suites of open-ended interpretive (inquisitive, attentional, inferential, evaluative, (...)
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  • Scientific Understanding: What It Is and How It Is Achieved.Anna Elisabeth Höhl - 2024 - transcript Verlag.
    Understanding is an ability manifested by grasping relations of a phenomenon and articulating new explanations. Hence, scientific understanding is inextricably intertwined with and not possible without explanation, and understanding is not a type of propositional knowledge. Anna Elisabeth Höhl provides a novel philosophical account of scientific understanding by developing and defending necessary and sufficient conditions for the understanding that scientists achieve of the phenomena they are researching. This account of scientific understanding is based on and supported by a detailed investigation (...)
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  • Lying by explaining: an experimental study.Grzegorz Gaszczyk & Aleksandra Krogulska - 2024 - Synthese 203 (3):1-27.
    The widely accepted view states that an intention to deceive is not necessary for lying. Proponents of this view, the so-called non-deceptionists, argue that lies are simply insincere assertions. We conducted three experimental studies with false explanations, the results of which put some pressure on non-deceptionist analyses. We present cases of explanations that one knows are false and compare them with analogical explanations that differ only in having a deceptive intention. The results show that lay people distinguish between such false (...)
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  • Understanding via exemplification in XAI: how explaining image classification benefits from exemplars.Sara Mann - forthcoming - AI and Society:1-16.
    Artificial intelligent (AI) systems that perform image classification tasks are being used to great success in many application contexts. However, many of these systems are opaque, even to experts. This lack of understanding can be problematic for ethical, legal, or practical reasons. The research field Explainable AI (XAI) has therefore developed several approaches to explain image classifiers. The hope is to bring about understanding, e.g., regarding why certain images are classified as belonging to a particular target class. Most of these (...)
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  • How pluralistic is pluralism really? A case study of Sandra Mitchell’s Integrative Pluralism.Ragnar Van der Merwe - 2023 - Theoria: Revista de Teoría, Historia y Fundamentos de la Ciencia 38 (3):319-338.
    Epistemic pluralists in the philosophy of science often argue that different epistemic perspectives in science are equally warranted. Sandra Mitchell – with her Integrative Pluralism (IP) – has notably advocated for this kind of epistemic pluralism. A problem arises for Mitchell however because she also wants to be an epistemological pluralist. She claims that, not only are different epistemic perspectives in science equally warranted in different contexts, but different understandings of these epistemic perspectives in science are also equally warranted in (...)
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  • Wondering and Epistemic Desires.Richard Teague - forthcoming - Philosophical Quarterly.
    This paper explores the relationship between the questioning attitude of wondering and a class of attitudes I call 'epistemic desires'. Broadly, these are desires to improve one's epistemic position on some question. A common example is the attitude of wanting to know the answer to some question. I argue that one can have any kind of epistemic desire towards any question, Q, without necessarily wondering Q, but not conversely. That is, one cannot wonder Q without having at least some epistemic (...)
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  • (1 other version)Understanding in Medicine.Varga Somogy - 2023 - Erkenntnis (8):3025-3049.
    This paper aims to clarify the nature of understanding in medicine. The first part describes in more detail what it means to understand something and links a type of understanding (i.e., objectual understanding) to explanations. The second part proceeds to investigate what objectual understanding of a disease (i.e., biomedical understanding) requires by considering the case of scurvy from the history of medi- cine. The main hypothesis is that grasping a mechanistic explanation of a condi- tion is necessary for a biomedical (...)
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  • Hot-cold empathy gaps and the grounds of authenticity.Grace Helton & Christopher Register - 2023 - Synthese 202 (5):1-24.
    Hot-cold empathy gaps are a pervasive phenomena wherein one’s predictions about others tend to skew ‘in the direction’ of one’s own current visceral states. For instance, when one predicts how hungry someone else is, one’s prediction will tend to reflect one’s own current hunger state. These gaps also obtain intrapersonally, when one attempts to predict what one oneself would do at a different time. In this paper, we do three things: We draw on empirical evidence to argue that so-called hot-cold (...)
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  • Varieties of Metaphysical Coherentism.Jan Swiderski - 2024 - Erkenntnis 89 (5):1861-1886.
    According to metaphysical coherentism, grounding relations form an interconnected system in which things ground each other and nothing is ungrounded. This potentially viable view’s logical territory remains largely unexplored. In this paper, I describe that territory by articulating four varieties of metaphysical coherentism. I do not argue for any variety in particular. Rather, I aim to show that not all issues which might be raised against coherentism will be equally problematic for all the versions of that view, which features far (...)
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  • The Compact Compendium of Experimental Philosophy.Alexander Max Bauer & Stephan Kornmesser (eds.) - 2023 - Berlin and Boston: De Gruyter.
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  • Opacity thought through: on the intransparency of computer simulations.Claus Beisbart - 2021 - Synthese 199 (3-4):11643-11666.
    Computer simulations are often claimed to be opaque and thus to lack transparency. But what exactly is the opacity of simulations? This paper aims to answer that question by proposing an explication of opacity. Such an explication is needed, I argue, because the pioneering definition of opacity by P. Humphreys and a recent elaboration by Durán and Formanek are too narrow. While it is true that simulations are opaque in that they include too many computations and thus cannot be checked (...)
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  • Hempel on Scientific Understanding.Xingming Hu - 2021 - Studies in History and Philosophy of Science Part A 88 (8):164-171.
    Hempel seems to hold the following three views: (H1) Understanding is pragmatic/relativistic: Whether one understands why X happened in terms of Explanation E depends on one's beliefs and cognitive abilities; (H2) Whether a scientific explanation is good, just like whether a mathematical proof is good, is a nonpragmatic and objective issue independent of the beliefs or cognitive abilities of individuals; (H3) The goal of scientific explanation is understanding: A good scientific explanation is the one that provides understanding. Apparently, H1, H2, (...)
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  • The Epistemic Value of Understanding-why.Xingming Hu - 2023 - Episteme 20 (1):125-141.
    Some philosophers (e.g., Pritchard, Grimm, and Hills) recently have objected that veritism cannot explain the epistemic value of understanding-why. And they have proposed two anti-veritist accounts. In this paper, I first introduce their objection and argue that it fails. Next, I consider a strengthened version of their objection and argue that it also fails. After that, I suggest a new veritist account: Understanding-why entails believing the truth that what is grasped is accurate (or accurate enough), and it is this true (...)
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  • Why understanding-why is contrastive.Miguel Egler - 2021 - Synthese 199 (3-4):6061-6083.
    Contrastivism about interrogative understanding is the view that ‘S understands why p’ posits a three-place epistemic relation between a subject S, a fact p, and an alternative to p, q. This thesis stands in stark opposition to the natural idea that a subject S can be said to understand why psimpliciter. I argue that contrastivism offers the best explanation for the fact that evaluations of the form ‘S understands why p’ vary depending on the alternatives to p under consideration. I (...)
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  • Resenha/Book Review: De Regt, H.W. Understanding Scientific Understanding. New York: Oxford University Press, 2017. [REVIEW]Luana Poliseli - 2020 - Principia: An International Journal of Epistemology 24 (1):239-245.
    Book Review: De Regt, H. W. Understanding Scientific Understanding. New York: Oxford University Press, 2017.
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  • The material theory of induction and the epistemology of thought experiments.Michael T. Stuart - 2020 - Studies in History and Philosophy of Science Part A 83 (C):17-27.
    John D. Norton is responsible for a number of influential views in contemporary philosophy of science. This paper will discuss two of them. The material theory of induction claims that inductive arguments are ultimately justified by their material features, not their formal features. Thus, while a deductive argument can be valid irrespective of the content of the propositions that make up the argument, an inductive argument about, say, apples, will be justified (or not) depending on facts about apples. The argument (...)
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  • Explicating Objectual Understanding: Taking Degrees Seriously.Christoph Baumberger - 2019 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 50 (3):367-388.
    The paper argues that an account of understanding should take the form of a Carnapian explication and acknowledge that understanding comes in degrees. An explication of objectual understanding is defended, which helps to make sense of the cognitive achievements and goals of science. The explication combines a necessary condition with three evaluative dimensions: an epistemic agent understands a subject matter by means of a theory only if the agent commits herself sufficiently to the theory of the subject matter, and to (...)
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  • The Noetic Account of Scientific Progress and the Factivity of Understanding.Fabio Sterpetti - 2018 - In David Danks & Emiliano Ippoliti (eds.), Building Theories: Heuristics and Hypotheses in Sciences. Cham: Springer International Publishing.
    There are three main accounts of scientific progress: 1) the epistemic account, according to which an episode in science constitutes progress when there is an increase in knowledge; 2) the semantic account, according to which progress is made when the number of truths increases; 3) the problem-solving account, according to which progress is made when the number of problems that we are able to solve increases. Each of these accounts has received several criticisms in the last decades. Nevertheless, some authors (...)
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  • (1 other version)How Thought Experiments Increase Understanding.Michael T. Stuart - 2017 - In Michael T. Stuart, Yiftach Fehige & James Robert Brown (eds.), The Routledge Companion to Thought Experiments. London: Routledge. pp. 526-544.
    We might think that thought experiments are at their most powerful or most interesting when they produce new knowledge. This would be a mistake; thought experiments that seek understanding are just as powerful and interesting, and perhaps even more so. A growing number of epistemologists are emphasizing the importance of understanding for epistemology, arguing that it should supplant knowledge as the central notion. In this chapter, I bring the literature on understanding in epistemology to bear on explicating the different ways (...)
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  • Conceptualizing understanding in explainable artificial intelligence (XAI): an abilities-based approach.Timo Speith, Barnaby Crook, Sara Mann, Astrid Schomäcker & Markus Langer - 2024 - Ethics and Information Technology 26 (2):1-15.
    A central goal of research in explainable artificial intelligence (XAI) is to facilitate human understanding. However, understanding is an elusive concept that is difficult to target. In this paper, we argue that a useful way to conceptualize understanding within the realm of XAI is via certain human abilities. We present four criteria for a useful conceptualization of understanding in XAI and show that these are fulfilled by an abilities-based approach: First, thinking about understanding in terms of specific abilities is motivated (...)
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  • Philosophy of science at sea: Clarifying the interpretability of machine learning.Claus Beisbart & Tim Räz - 2022 - Philosophy Compass 17 (6):e12830.
    Philosophy Compass, Volume 17, Issue 6, June 2022.
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  • Understanding Deep Learning with Statistical Relevance.Tim Räz - 2022 - Philosophy of Science 89 (1):20-41.
    This paper argues that a notion of statistical explanation, based on Salmon’s statistical relevance model, can help us better understand deep neural networks. It is proved that homogeneous partitions, the core notion of Salmon’s model, are equivalent to minimal sufficient statistics, an important notion from statistical inference. This establishes a link to deep neural networks via the so-called Information Bottleneck method, an information-theoretic framework, according to which deep neural networks implicitly solve an optimization problem that generalizes minimal sufficient statistics. The (...)
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  • On Understanding and Testimony.Federica Isabella Malfatti - 2019 - Erkenntnis 86 (6):1345-1365.
    Testimony spreads information. It is also commonly agreed that it can transfer knowledge. Whether it can work as an epistemic source of understanding is a matter of dispute. However, testimony certainly plays a pivotal role in the proliferation of understanding in the epistemic community. But how exactly do we learn, and how do we make advancements in understanding on the basis of one another’s words? And what can we do to maximize the probability that the process of acquiring understanding from (...)
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  • Can Testimony Generate Understanding?Federica Isabella Malfatti - 2019 - Social Epistemology 33 (6):477-490.
    Can we gain understanding from testifiers who themselves fail to understand? At first glance, this looks counterintuitive. How could a hearer who has no understanding or very poor understanding of a certain subject matter non-accidentally extract items of information relevant to understanding from a speaker’s testimony if the speaker does not understand what she is talking about? This paper shows that, when there are theories or representational devices working as mediators, speakers can intentionally generate understanding in their hearers by engaging (...)
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  • Scientific understanding in the Aharonov‐Bohm effect.Elay Shech - 2022 - Theoria 88 (5):943-971.
    By appealing to resources found in the scientific understanding literature, I identify in what senses idealisations afford understanding in the context of the (magnetic) Aharonov-Bohm effect. Three types of concepts of understanding are discussed: understanding-what, which has to do with understanding a phenomenon; understanding-with, which has to do with understanding a scientific theory; and understanding-why, which has to do with the reason some phenomenon occurs. Consequently, I outline an account of understanding-with that is suggested by the historical controversy surrounding the (...)
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  • Videogame Cognitivism.Alexandre Declos - 2021 - Journal of the Philosophy of Games 1:1-31.
    The aim of this article is to examine and defend videogame cognitivism (VC). According to VC, videogames can be a source of cognitive successes (such as true beliefs, knowledge or understanding) for their players. While the possibility of videogame-based learning has been an extensive topic of discussion in the last decades, the epistemological underpinnings of these debates often remain unclear. I propose that VC is a domain- specific brand of aesthetic cognitivism, which should be carefully distinguished from other views that (...)
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  • Non-Tethered Understanding and Scientific Pluralism.Rico Hauswald - 2021 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 52 (3):371-388.
    I examine situations in which we say that different subjects have ‘different’, ‘competing’, or ‘conflicting understandings’ of a phenomenon. In order to make sense of such situations, we should turn our attention to an often neglected ambiguity in the word ‘understanding’. Whereas the notion of understanding that is typically discussed in philosophy is, to use Elgin’s terms, tethered to the facts, there is another notion of understanding that is not tethered in the same way. This latter notion is relevant because, (...)
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  • The Mark of Understanding: In Defense of an Ability Account.Sven Delarivière & Bart Van Kerkhove - 2021 - Axiomathes 31 (5):619-648.
    Understanding is a valued trait in any epistemic practice, scientific or not. Yet, when it comes to characterizing its nature, the notion has not received the philosophical attention it deserves. We have set ourselves three tasks in this paper. First, we defend the importance of this endeavor. Second, we consider and criticize a number of proposals to this effect. Third, we defend an alternative account, focusing on abilities as the proper mark of understanding.
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  • Grounding, Understanding, and Explanation.Wes Siscoe - 2022 - Pacific Philosophical Quarterly 103 (4):791-815.
    Starting with the slogan that understanding is a ‘knowledge of causes’, Stephen Grimm and John Greco have argued that understanding comes from a knowledge of dependence relations. Grounding is the trendiest dependence relation on the market, and if Grimm and Greco are correct, then instances of grounding should also give rise to understanding. In this paper, I will show that this prediction is correct – grounding does indeed generate understanding in just the way that Grimm and Greco anticipate. However, grounding (...)
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  • Getting a Grasp of the Grasping Involved in Understanding.Mikael Janvid - 2018 - Acta Analytica 33 (3):371-383.
    This paper investigates some epistemic properties that distinguish understanding from knowledge. In particular, the focus is on how to spell out the notion of grasping the relationships between propositions that constitute objectual understanding: what kind of epistemic access is required for grasping to occur and to what extent is the act of grasping voluntary? A modest form of access is suggested as an answer to the first question and a largely negative answer to the second. The worry that my suggestion (...)
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  • Elgin on Science, Art and Understanding.Jochen Briesen - 2021 - Erkenntnis 88 (6):2651-2671.
    Is art epistemically valuable? Catherine Z. Elgin answers this question in the affirmative. She argues for the epistemic value of art on the basis of her innovative epistemological theory, in which the focus is shifted from knowledge and truth to a non-factive account of understanding. After an exposition and critique of her view, as she develops it in her most recent book “True Enough” (MIT-Press, 2017), I will build on some of her ideas in order to strengthen her account.
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  • Explanation versus Understanding: On Two Roles of Dynamical Systems Theory in Extended Cognition Research.Katarzyna Kuś & Krzysztof Wójtowicz - forthcoming - Foundations of Science:1-26.
    It is widely believed that mathematics carries a substantial part of the explanatory burden in science. However, mathematics can also play important heuristic roles of a different kind, being a source of new ideas and approaches, allowing us to build toy models, enhancing expressive power and providing fruitful conceptualizations. In this paper, we focus on the application of dynamical systems theory (DST) within the extended cognition (EC) field of cognitive science, considering this case study to be a good illustration of (...)
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  • Understanding as Usability and Context-Sensitivity to Interests.Andreas Søndergaard - 2023 - Philosophia 51 (5):2603-2623.
    Is understanding subject to a factivity constraint? That is, must the agent’s representation of some subject matter be accurate in order for her to understand that subject matter? ‘No’, I argue in this paper. As an alternative, I formulate a novel manipulationist account of understanding. Rather than correctly representing, understanding, on this account, is a matter of being able to manipulate a representation of the world to satisfy contextually salient interests. This account of understanding is preferable to factivism, I argue, (...)
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  • (1 other version)A precipice below which lies absurdity? Theories without a spacetime and scientific understanding.Henk W. de Regt & Sebastian De Haro - 2020 - Synthese 197 (7):3121-3149.
    While the relation between visualization and scientific understanding has been a topic of long-standing discussion, recent developments in physics have pushed the boundaries of this debate to new and still unexplored realms. For it is claimed that, in certain theories of quantum gravity, spacetime ‘disappears’: and this suggests that one may have sensible physical theories in which spacetime is completely absent. This makes the philosophical question whether such theories are intelligible, even more pressing. And if such theories are intelligible, the (...)
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  • Reflective equilibrium and understanding.Christoph Baumberger & Georg Brun - 2020 - Synthese 198 (8):7923-7947.
    Elgin has presented an extensive defence of reflective equilibrium embedded in an epistemology which focuses on objectual understanding rather than ordinary propositional knowledge. This paper has two goals: to suggest an account of reflective equilibrium which is sympathetic to Elgin’s but includes a range of further developments, and to analyse its role in an account of understanding. We first address the structure of reflective equilibrium as a target state and argue that reflective equilibrium requires more than an equilibrium in the (...)
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  • Is Verstehen Scientific Understanding?Kareem Khalifa - 2019 - Philosophy of the Social Sciences 49 (4):282-306.
    Many have argued that the human sciences feature a unique form of understanding that is absent from the natural sciences. However, in the last decade or so, epistemologists and philosop...
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  • (1 other version)A precipice below which lies absurdity? Theories without a spacetime and scientific understanding.Sebastian De Haro & Henk W. de Regt - 2018 - Synthese:1-29.
    While the relation between visualization and scientific understanding has been a topic of long-standing discussion, recent developments in physics have pushed the boundaries of this debate to new and still unexplored realms. For it is claimed that, in certain theories of quantum gravity, spacetime ‘disappears’: and this suggests that one may have sensible physical theories in which spacetime is completely absent. This makes the philosophical question whether such theories are intelligible, even more pressing. And if such theories are intelligible, the (...)
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  • Proprietary linguistic meaning.Tim Pritchard - 2022 - Synthese 200 (5):1-20.
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  • Overcoming the limits of empathic concern: the case for availability and its application to the medical domain.Elodie Malbois & Christine Clavien - 2020 - Medicine, Health Care and Philosophy 23 (2):191-203.
    Empathic concern is essential to our social lives because it motivates helping behavior. It has, however, well-known shortcomings such as its limitation in scope. Here, we highlight a further shortcoming of empathic concern: it contributes little to understanding the relevant features of complex social situations (e.g. the causes of somebody’s distress), and unaided by further cognitive inputs, likely fails to produce effective helping. We then elaborate on the conditions needed for an accurate assessment of others’ situations: the ability to pay (...)
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