Yarkoni argues that researchers making broad inferences often use impoverished statistical models that fail to include important sources of variation as random effects. We argue, however, that for many common study designs, random effects are inappropriate and insufficient to draw general inferences, as the source of variation is not random, but systematic.

Aboriginal peoples are forever explaining themselves to non-Aboriginal people: telling their stories, explaining their beliefs and ceremonies, and introducing ideas that have never crossed the non-Aboriginal mind. Western knowledge operates from a linear, singular view; it views the world from order beneath chaos; it is very noun oriented; knowledge is about oneself in relation to everything else in a relativistic sense. Aboriginal knowledge has a very different “coming to know.” It is holistic and cyclical; it views the world from (...) chaos underneath order; its languages are process and action oriented. Knowledge is about participation in and with the natural world. (shrink)

One of the goals of computerized tutoring systems is to optimize the learning of facts. Over a hundred years of declarative memory research have identified two robust effects that can improve such systems: the spacing and the testing effect. By making optimal use of both and adjusting the system to the individual learner using cognitive models based on declarative memory theories, such systems consistently outperform traditional methods. This adjustment process is driven by a continuously updated estimate of the rate of (...) forgetting for each item and learner on the basis of the learner's accuracy and response time. In this study, we investigated to what extent these estimates of individual rates of forgetting are stable over time and across different materials. We demonstrate that they are stable over time but not across materials. Even though most theories of human declarative memory assume a single underlying rate of forgetting, we show that, in practice, it makes sense to assume different materials are forgotten at different rates. If a computerized, adaptive fact-learning system allowed different rates of forgetting for different materials, it could adapt to individual learners more readily. (shrink)

One of the goals of computerized tutoring systems is to optimize the learning of facts. Over a hundred years of declarative memory research have identified two robust effects that can improve such systems: the spacing and the testing effect. By making optimal use of both and adjusting the system to the individual learner using cognitive models based on declarative memory theories, such systems consistently outperform traditional methods (Van Rijn, Van Maanen, & Van Woudenberg, 2009). This adjustment process is driven by (...) a continuously updated estimate of the rate of forgetting for each item and learner on the basis of the learner's accuracy and response time. In this study, we investigated to what extent these estimates of individual rates of forgetting are stable over time and across different materials. We demonstrate that they are stable over time but not across materials. Even though most theories of human declarative memory assume a single underlying rate of forgetting, we show that, in practice, it makes sense to assume different materials are forgotten at different rates. If a computerized, adaptive fact‐learning system allowed different rates of forgetting for different materials, it could adapt to individual learners more readily. (shrink)

The fields of machine learning (ML) and cognitive science have developed complementary approaches to computationally modeling human behavior. ML's primary concern is maximizing prediction accuracy; cognitive science's primary concern is explaining the underlying mechanisms. Cross-talk between these disciplines is limited, likely because the tasks and goals usually differ. The domain of e-learning and knowledge acquisition constitutes a fruitful intersection for the two fields’ methodologies to be integrated because accurately tracking learning and forgetting over time and predicting future performance based on (...) learning histories are central to developing effective, personalized learning tools. Here, we show how a state-of-the-art ML model can be enhanced by incorporating insights from a cognitive model of human memory. This was done by exploiting the predictive performance equation's (PPE) narrow but highly specialized domain knowledge with regard to the temporal dynamics of learning and forgetting. Specifically, the PPE was used to engineer timing-related input features for a gradient-boosted decision trees (GBDT) model. The resulting PPE-enhanced GBDT outperformed the default GBDT, especially under conditions in which limited data were available for training. Results suggest that integrating cognitive and ML models could be particularly productive if the available data are too high-dimensional to be explained by a cognitive model but not sufficiently large to effectively train a modern ML algorithm. Here, the cognitive model's insights pertaining to only one aspect of the data were enough to jump-start the ML model's ability to make predictions—a finding that holds promise for future explorations. (shrink)

The fields of machine learning (ML) and cognitive science have developed complementary approaches to computationally modeling human behavior. ML's primary concern is maximizing prediction accuracy; cognitive science's primary concern is explaining the underlying mechanisms. Cross-talk between these disciplines is limited, likely because the tasks and goals usually differ. The domain of e-learning and knowledge acquisition constitutes a fruitful intersection for the two fields’ methodologies to be integrated because accurately tracking learning and forgetting over time and predicting future performance based on (...) learning histories are central to developing effective, personalized learning tools. Here, we show how a state-of-the-art ML model can be enhanced by incorporating insights from a cognitive model of human memory. This was done by exploiting the predictive performance equation's (PPE) narrow but highly specialized domain knowledge with regard to the temporal dynamics of learning and forgetting. Specifically, the PPE was used to engineer timing-related input features for a gradient-boosted decision trees (GBDT) model. The resulting PPE-enhanced GBDT outperformed the default GBDT, especially under conditions in which limited data were available for training. Results suggest that integrating cognitive and ML models could be particularly productive if the available data are too high-dimensional to be explained by a cognitive model but not sufficiently large to effectively train a modern ML algorithm. Here, the cognitive model's insights pertaining to only one aspect of the data were enough to jump-start the ML model's ability to make predictions—a finding that holds promise for future explorations. (shrink)

The parameters governing our behavior are in constant flux, and capturing these dynamics in cognitive models remains a challenge. We demonstrate how a mapping between ACT‐R's model of declarative memory and the linear ballistic accumulator enables efficient estimation of memory parameters from data. The resulting estimates provide a cognitively meaningful explanation for observed differences in behavior over time and between individuals.

The parameters governing our behavior are in constant flux. Accurately capturing these dynamics in cognitive models poses a challenge to modelers. Here, we demonstrate a mapping of ACT-R's declarative memory onto the linear ballistic accumulator (LBA), a mathematical model describing a competition between evidence accumulation processes. We show that this mapping provides a method for inferring individual ACT-R parameters without requiring the modeler to build and fit an entire ACT-R model. Existing parameter estimation methods for the LBA can be used, (...) instead of the computationally expensive parameter sweeps that are traditionally done. We conduct a parameter recovery study to confirm that the LBA can recover ACT-R parameters from simulated data. Then, as a proof of concept, we use the LBA to estimate ACT-R parameters from an empirical dataset. The resulting parameter estimates provide a cognitively meaningful explanation for observed differences in behavior over time and between individuals. In addition, we find that the mapping between ACT-R and LBA lends a more concrete interpretation to ACT-R's latency factor parameter, namely as a measure of response caution. This work contributes to a growing movement towards integrating formal modeling approaches in cognitive science. (shrink)

Memory of past episodes provides a sense of personal identity — the sense that I am the same person as someone in the past. We present a neurological case study of a patient who has accurate memories of scenes from his past, but for whom the memories lack the sense of mineness. On the basis of this case study, we propose that the sense of identity derives from two components, one delivering the content of the memory (...) and the other generating the sense of mineness. We argue that this new model of the sense of identity has implications for debates about quasi-memory. In addition, articulating the components of the sense of identity promises to bear on the extent to which this sense of identity provides evidence of personal identity. (shrink)

The consequentializing project relies on agentcentered value (aka agent-relative value), but many philosophers find the idea incomprehensible or incoherent. Discussions of agent-centered value often model it with a theory that assigns distinct better-than rankings of states of affairs to each agent, rather than assigning a single ranking common to all. A less popular kind of model uses a single ranking, but takes the value-bearing objects to be properties (sets of centered worlds) rather than states of affairs (sets of worlds). (...) There are rhetorical, presentational differences between these kinds of models, but are there also structural differences? Do the two kinds of models differ in their capacity to represent normative theories? Despite an initial appearance of equivalence, the two kinds of models are different. The single ranking of properties has greater representational power; its representations contain more information. The main question I address in this article is whether this extra information is useful, in the sense that it distinguishes between normative views that we think are really different, or whether it is just junk information. (shrink)

What can contemporary machine learning (ML) models do? Given the proliferation of ML models in society, answering this question matters to a variety of stakeholders, both public and private. The evaluation of models' capabilities is rapidly emerging as a key subfield of modern ML, buoyed by regulatory attention and government grants. Despite this, the notion of an ML model possessing a capability has not been interrogated: what are we saying when we say that a model is able to do something? (...) And what sorts of evidence bear upon this question? -/- In this paper, we aim to answer these questions, using the capabilities of large language models (LLMs) as a running example. Drawing on the large philosophical literature on abilities, we develop an account of ML models' capabilities which can be usefully applied to the nascent science of model evaluation. Our core proposal is a conditional analysis of model abilities (CAMA): crudely, a machine learning model has a capability to X just when it would reliably succeed at doing X if it 'tried'. The main contribution of the paper is making this proposal precise in the context of ML, resulting in an operationalisation of CAMA applicable to LLMs. We then put CAMA to work, showing that it can help make sense of various features of ML model evaluation practice, as well as suggest procedures for performing fair inter-model comparisons. (shrink)

I put forward an externalist theory of social understanding. On this view, psychological sense making takes place in environments that contain both agent and interpreter. The spatial structure of such environments is social, in the sense that its occupants locate its objects by an exercise in triangulation relative to each of their standpoints. This triangulation is achieved in intersubjective interaction and gives rise to a triadic model of the social mind. This model can then be used to make (...) sense of others’ observed actions. Its possession plays a vital role in the development of the capacity for false belief reasoning. The view offers an integrated account of the development of social cognition from primary intersubjectivity to level-2 perspective taking. It incorporates insights from interactionism and mindreading theories of social cognition and thus offers a way out of the stalemate between defenders of the two views. Because psychological sense making is perspectival, the frame problem does not arise for social reasoners: the perspective they bring to bear on the action that is to be interpreted constrains the information they can select to make sense of what others do. (shrink)

I put forward an externalist theory of social understanding. On this view, psychological sense making takes place in environments that contain both agent and interpreter. The spatial structure of such environments is social, in the sense that its occupants locate its objects by an exercise in triangulation relative to each of their standpoints. This triangulation is achieved in intersubjective interaction and gives rise to a triadic model of the social mind. This model can then be used to make (...) sense of others’ observed actions. Its possession plays a vital role in the development of the capacity for false belief reasoning. The view offers an integrated account of the development of social cognition from primary intersubjectivity to level-2 perspective taking. It incorporates insights from interactionism and mindreading theories of social cognition and thus offers a way out of the stalemate between defenders of the two views. Because psychological sense making is perspectival, the frame problem does not arise for social reasoners: the perspective they bring to bear on the action that is to be interpreted constrains the information they can select to make sense of what others do. (shrink)

The first and preliminary part of this discussion examines Todorov's remark, in his article "Structural Analysis of Narrative" , on certain tales in the Decameron. These are advanced as dealing with a "concrete problem" which "illustrates" what Todorov "conceive[s] to be the structural approach to literature." The second part offers an alternative analysis of the Decameron tales. The third part comprises some observations, from a similar point of view, on Crime and Punishment. The anterior purpose of the whole discussion is (...) to identify at least some points where insights about "structure," in a fairly strict sense, seem to bear genuinely upon the insights of the literary critic. John Holloway, Professor of Modern English at the University of Cambridge, is the author of, among others, The Victorian Sage, The Charted Mirror, The Story of the Night, Blake: The Lyric Poetry, The Proud Knowledge, Planet of Winds, and five volumes of verse. His previous contribution to Critical Inquiry, "Narrative Structure and Text Structure," appeared in the March 1975 issue. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Rehearsal and Hamilton’s “Ingredients Model” of Theatrical PerformanceDavid Davies (bio)IArtistic performances can be thought of as “doings”—things that are done—that share the following features of performances in general: they involve actions aimed at achieving some result; they are open, at least in principle, to public scrutiny and assessment; and they are usually presented to a relevantly informed public with the intention that they be appreciated and assessed, and perhaps (...) also with the intention that some practical goal be achieved. A performance can be classified as “artistic” in a descriptive (rather than normative) sense if it bears in one of the following ways upon the appreciation and evaluation of a focus of artistic appreciation:1 either (a) the performance is itself a focus of artistic appreciation, or (b) the performance plays an essential part in the artistic appreciation and evaluation of something else that is a focus of artistic appreciation by virtue of being an instance of the latter.Many performances in the performing arts are described and treated as performances of something else that is itself an artwork of some kind. We can term the latter a “performed work” and the former a “work-performance.” A work-performance, insofar as it is an instance of a performed work that bears upon its proper artistic appreciation and evaluation, qualifies as artistic in sense (b). Arguably, a work-performance can itself be an object of artistic appreciation and evaluation and thereby also qualify as artistic in sense (a).2 Where we have an artistic practice in which some acknowledged artworks are designed to be performed works, the practice qualifies as what I shall term a “performance art.” The latter is an artistic practice in which our access to, and appreciation of, works (as receivers) is at least in part mediated [End Page 23] by performances of those works. Drama, music, and dance are usually taken to be performance arts in this sense. Intuitively, our access to performed works in the performance arts is at least in part mediated by performances because certain qualities of those works—relevant to their proper appreciation as the particular works they are—are only realizable, and thereby made apparent to receivers, in performances.Philosophical discussion of the performing arts has largely been concerned with performances taking place in the performance arts as characterized above, and thus with performances of performed works. Indeed, most philosophical discussion of the performing arts has focused on performances of performed works of classical music, the assumption being that the model seen to apply to such examples—what we may term “the classical paradigm”—also applies, with very few exceptions, to performances in other musical genres (in particular, jazz and rock) and to performances in other performance media (in particular, theater and dance). In all of these cases, it has been widely assumed, performances are generally of works, and the work-performance relationship is to be understood on the model of the classical paradigm. Performances not obviously open to such an analysis—free improvisations in music or dance, for example—have been viewed either as limiting cases of the classical paradigm or as of only marginal interest for a philosophical treatment of the performing arts.IIOne among the many virtues of James Hamilton’s book is that it challenges the hegemony of the classical paradigm in the performing arts by questioning its applicability to theatrical performances. He argues instead for an “ingredients model” of the relationship between a literary script and a theatrical work. According to the ingredients model, the text produced by a playwright is merely one ingredient that theatrical performance companies take into account when they set out to create a performance.3 It is taken to be a consequence of this that “a [theatrical] performance is... never a performance of some other work nor is it ever a performance of a text or of anything initiated in a text.”4 The alternative idea that theatrical works are to be understood in terms of the classical paradigm is what Hamilton terms the “text-based” view of such works. But adherents of the views that he opposes to the ingredients model may deny that theatrical... (shrink)

Tertium Organum, published in Russian in 1912, is the most interesting and important of these works. The title is explained as meaning that the book is about "the third canon of thought," namely the mystical, which has always existed, although for us moderns it appears as a third method after the deductive and inductive methods described by Aristotle and Bacon. The English translation by Nicholas Bessaraboff and Claude Bragdon was published by Manas Press in 1920, and again, revised, by Knopf (...) in 1922. The simplicity of the literary style, the short sentences and paragraphs, and the clarity with which subtle arguments are developed show the influence of the author's training as a journalist. In content Tertium Organum is a systematic treatise on epistemology. The first seven chapters are an objective survey of the physical world. The author considers that the most basic problem of physics is why space has just three dimensions, and he concludes that it is impossible to find any answer to this question in an objective study of the world of space and time. Consequently, taking as a clue Kant's thesis that space and time are forms of intuition, and inferring from this that "we bear within ourselves the conditions of our space," he approaches the problem subjectively. In the following chapters he endeavors to show how our mode of consciousness makes space three-dimensional, how other modes of consciousness would, and for other beings do, make it of fewer or more dimensions, and how these different spaces are related to each other. The next to last chapter is a collection of selections from mystical literature, with comments, and the concluding chapter considers the "cosmic consciousness" with has for its object a world of four dimensions. An appendix gives a table showing the space and time sense, psychology, logic, mathematics, forms of action, morals, forms of consciousness, forms of knowledge, and forms of science characteristic of, as well as the different beings characterized by, four "forms of the manifestation of consciousness.". (shrink)

The focus of the author’s attention has been on the emblematic sense concentration in the philosophical system of Hryhorii Skovoroda. The study aims to reveal the artistic and style features of eide emblematic formation in the texts of the Ukrainian sophist, their origin, context, and conceptual classification by the author himself. The theoretical generalizations were essentially based on the philosophical treatises and dialogues by Hryhorii Skovoroda and the studies of other scholars. To analyze the issues under scrutiny, the author (...) applied structuralist and semiotic methodology. The article highlights the emblematic sense, conveyance, and dominance in Skovoroda’s works. Emblematic forms of signification play a unique role in elucidating the anthropological, metaphysical, ethical, aesthetic, and hermeneutic dimensions of the Ukrainian poet and philosopher. Skovoroda considers emblemacity a particularly effective pictorial and verbal (iconic-conventional) type of “significative” speech, functioning as metalanguage. (shrink)

Most words in natural languages are polysemous; that is, they have related but different meanings in different contexts. This one‐to‐many mapping of form to meaning presents a challenge to understanding how word meanings are learned, represented, and processed. Previous work has focused on solutions in which multiple static semantic representations are linked to a single word form, which fails to capture important generalizations about how polysemous words are used; in particular, the graded nature of polysemous senses, and the flexibility and (...) regularity of polysemy use. We provide a novel view of how polysemous words are represented and processed, focusing on how meaning is modulated by context. Our theory is implemented within a recurrent neural network that learns distributional information through exposure to a large and representative corpus of English. Clusters of meaning emerge from how the model processes individual word forms. In keeping with distributional theories of semantics, we suggest word meanings are generalized from contexts of different word tokens, with polysemy emerging as multiple clusters of contextually modulated meanings. We validate our results against a human‐annotated corpus of polysemy focusing on the gradedness, flexibility, and regularity of polysemous sense individuation, as well as behavioral findings of offline sense relatedness ratings and online sentence processing. The results provide novel insights into how polysemy emerges from contextual processing of word meaning from both a theoretical and computational point of view. (shrink)

Experiences of thought-insertion are a first-rank, diagnostically central symptom of schizophrenia. Schizophrenic patients who undergo such delusional mental states report being first-personally aware of an occurrent conscious thought which is not theirs, but which belongs to an external cognitive agent. Patients seem to be right about what they are thinking but mistaken about who is doing the thinking. It is notoriously difficult to make sense of such delusions. One general approach to explaining the etiology of monothematic delusions has come (...) to be known as the endorsement model. This model claims that the patient holds her delusional belief because she simply trusts her bizarre experience and takes it at face value. The content of the bizarre experience thus plays a central role in the etiology of delusions. Despite being widely discussed with respect to delusions like Capgras and Cotard, an endorsement model of thought-insertion has not yet been formulated. This article seeks to fill this void by fleshing out and defending the endorsement approach to delusions of inserted thoughts. It aims to show that such an approach can be defended against objections that have been raised in the literature. In particular, it will be argued that there is nothing wrong with the idea of being first-personally aware of a thought which is presented in consciousness as being someone else's. The upshot is that with respect to delusions of thought-insertion, the endorsement model turns out to be a viable account of why patients come to believe that someone else is inserting thoughts into their minds. (shrink)

The central aim of science is to make sense of the world. To move forward as a community endeavor, sense-making must be systematic and focused. The question then is how do scientists actually experience the sense-making process? In this chapter we examine the “practice turn” in science studies and in particular how as a result of this turn scholars have come to realize that models are the “functional unit” of scientific thought and form the center of the (...) reasoning/sense-making process. This chapter will explore a context-dependent view of models and modeling in science. From this analysis we present a framework for delineating the different aspects of model-based reasoning and describe how this view can be useful in educational settings. This framework highlights how modeling supports and focuses scientific practice on sense-making. (shrink)

ABSTRACT Global biodiversity declines are increasingly recognized as profound ecological and social crises. In areas subject to colonialization, these declines have advanced in lockstep with settler colonialism and imposition of centralized resource management by settler states. Many have suggested that resurgent Indigenous-led governance systems could help arrest these trends while advancing effective and socially just approaches to environmental interactions that benefit people and places alike. However, how dominant management and conservation approaches might be decolonized (i.e., how their underlying colonial structure (...) might be addressed, transformed, and replaced) is not always clear. Here, we describe a ‘Decolonial Model of Environmental Management and Conservation’ as an alternative paradigm to dominant approaches of conservation and management. The tenets of the model describe characteristics that might be expected of decolonized management, contrasted with those of dominant state-led approaches such as those embedded in the North American Model of Wildlife Conservation. The model does not prescribe how Indigenous governments or communities ought to govern their own territories, but instead offers insights into how external management and conservation agencies and practitioners might support (or stop impeding) Indigenous-led governance. We illustrate the model with a conservation ‘bright spot’: grizzly bear stewardship in the area now referred to as the Great Bear Rainforest in British Columbia, Canada, with a focus on work led by or in collaboration with, and within the territories of, the Haíɫzaqv, Kitasoo/xai’xais, Nuxalk, and Wuikinuxv First Nations. While acknowledging the important context-specific variability among place-based management and conservation applications, we also discuss the model’s broader applicability. (shrink)

The present paper offers some remarks on the significance of first order model theory for our understanding of theories, and more generally, for our understanding of the “structuralist” accounts of the nature of theoretical knowledge that we associate with Russell, Ramsey and Carnap. What is unique about the presentation is the prominence it assigns to Craig’s Interpolation Lemma, some of its corollaries, and the manner of their demonstration. They form the underlying logical basis of the analysis.

A process-oriented model of belief is presented which permits the representation of nested propositional attitudes within first-order logic. The model (NIM, for nested intensional model) is axiomatized, sense-based (via intensions), and sanctions inferences involving nested epistemic attitudes, with different agents and different times. Because NIM is grounded upon senses, it provides a framework in which agents may reason about the beliefs of another agent while remaining neutral with respect to the syntactic forms used to express the latter agent's beliefs. (...) Moreover, NIM provides agents with a conceptual map, interrelating the concepts of knowledge, belief, truth, and a number of cognate concepts, such as infers, retracts, and questions. The broad scope of NIM arises in part from the fact that its axioms are represented in a novel extension of first-order logic, -FOL (presented herein). -FOL simultaneously permits the representation of truth ascriptions, implicit self-reference, and arbitrarily embedded sentences within a first-order setting. Through the combined use of principles derived from Frege, Montague, and Kripke, together with context-sensitive semantic conventions, -FOL captures the logic of truth inferences, while avoiding the inconsistencies exhibited by Tarski. Applications of -FOL and NIM to interagent reasoning are described and the soundness and completeness of -FOL are established herein. (shrink)

Open peer commentary on the target article “Arguments Opposing the Radicalism of Radical Constructivism” by Gernot Saalmann. First paragraph: Gernot Saalmann presents in his paper an exposition of radical constructivism that throws together such diverse thinkers as von Glasersfeld, Maturana, Varela and Luhmann. He presents their views as something of a unified front, although actually only Glasersfeld consistently represents radical constructivism. In his exhibition and critique of radical constructivism Saalmann fluctuates between ontological, epistemological and neurophysiological arguments that have often little (...) bearing on the original ideas of radical constructivism. For example, his discussion on sensory coding (§16) is hardly relevant to the basic tenets of radical constructivism. “Sensory coding” entails that there is information in the environment that can be transmitted to the organism through senses; a model denied by radical constructivism (see e.g. Glasersfeld 1995a, pp. 115–116). (shrink)

Current work in language models (LMs) helps us speed up or even skip thinking by accelerating and automating cognitive work. But can LMs help us with critical thinking -- thinking in deeper, more reflective ways which challenge assumptions, clarify ideas, and engineer new concepts? We treat philosophy as a case study in critical thinking, and interview 21 professional philosophers about how they engage in critical thinking and on their experiences with LMs. We find that philosophers do not find LMs to (...) be useful because they lack a sense of selfhood (memory, beliefs, consistency) and initiative (curiosity, proactivity). We propose the selfhood-initiative model for critical thinking tools to characterize this gap. Using the model, we formulate three roles LMs could play as critical thinking tools: the Interlocutor, the Monitor, and the Respondent. We hope that our work inspires LM researchers to further develop LMs as critical thinking tools and philosophers and other 'critical thinkers' to imagine intellectually substantive uses of LMs. (shrink)

The first section of the paper gives a very condensed history of the evolution of the author’s views on realism and anti-realism. It emphasizes that his previously accepted form of anti-realism was abandoned not because of the alleged fallacies in the model-theoretic argument against metaphysical realism, but due to his rejection of some of the assumptions on which it rests - assumptions which have been almost universal in philosophy after Descartes. The second section discusses and defends the part of the (...) model-theoretic argument that many critics have almost universally found fallacious, namely the „just more theory” move. In the appendix to the paper the author elaborates what does his return to common sense realism mean. He points out that his position involves a negative element, the rejection of the idea that truth cannot outrun verifiability, and two positive elements: returning (as close as possible) to „naive realism” with respect to perception, and a disquotational account of truth similar to one endorsed by Wittgenstein. (shrink)

What does it take for a subject to experience a personal memory as being her own? According to Fernández’ (2019) model of endorsement, this particular phenomenal quality of our memories, their “sense of mineness”, can be explained in terms of the experience of the mnemonic content as veridical. In this article, I criticize this model for two reasons: (a) the evidence that is used by Fernández to ground his theoretical proposal is dubious; and more importantly, (b) the endorsement model (...) does not accommodate many non-pathological everyday memories that preserve their sense of mineness, but whose veridicality is explicitly denied, suspected, not automatically endorsed, or neither denied nor endorsed. Finally, I sketch two alternative explanations: one also problematic, the other one more promising, and present some normative advantages of the latter. This also displays the undesirability of the endorsement model from a normative perspective. (shrink)

In several recent essays, Sydney Shoemaker argues that introspective knowledge lacks certain central features which parallel the conditions satisfied by ordinary cases of sense perception. In one influential paper, he discusses and criticizes the “broad perceptual” model of the nature of introspective knowledge of mental states, the view which claims that our introspective awareness of internal facts is analogous to our awareness of facts about the external world. This model may be characterized by its conformance to two conditions of (...) ordinary perceptual awareness which Shoemaker dubs the causation condition and the independence condition. Shoemaker attacks the broad perceptual model by arguing that certain mental facts are “self-intimating”, with the implication being that introspective awareness of mental states does not satisfy the independence condition, and hence its character is not adequately captured by the broad perceptual model. In what follows, I will discuss the main arguments of Shoemaker’s essay. I will argue that a broad perceptual model of introspection can successfully circumvent the central problems he raises; and along the way I will develop some criticisms regarding certain aspects of Shoemaker’s positive proposal.U nekolicini recentnih tekstova, Sydney Shoemaker tvrdi da introspektivnom znanju nedostaju određene ključne centralne značajke koje odgovaraju uvjetima zadovoljenima u običnim slučajevima osjetilne percepcije. U jednom utjecajnom radu on razmatra i kritizira »široki perceptualni « model prirode introspektivnog znanja mentalnih stanja, stajalište koje tvrdi da je naša introspektivna svijest unutrašnjih činjenica analogna našoj svijesti o činjenicama izvanjskoga svijeta. Ovaj model može biti okarakteriziran njegovom sukladnošću dvama uvjetima obične perceptivne svijesti koje Shoemaker naziva uvjet kauzacije i uvjet neovisnosti. Shoemaker napada široki perceptualni model tvrdeći da su određene mentalne činjenice »samozadane«, implicirajući da introspektivna svijest o mentalnim stanjima ne zadovoljava uvjet neovisnosti, te stoga njen karakter nije adekvatno obuhvaćen širokim perceptualnim modelom. U onome što slijedi razmotrit ću glavne argumente Shoemakerovoga rada. Tvrdim da široki perceptualni model introspekcije može uspješno zaobići centralne problem koje on ističe; i usput ću razviti neke kritike vezane uz određene aspekte Shoemakerovog pozitivnog prijedloga.Dans plusieurs essais récents, Sydney Shoemaker affirme que la connaissance introspective est dépourvue de certaines caractéristiques centrales correspondant aux conditions qui, elles, sont remplies dans les cas ordinaires de perception sensorielle. Dans un article influent, il examine et critique le modèle « perceptuel large » de la nature de la connaissance introspective des états mentaux, une position qui affirme que notre conscience introspective des faits internes est analogue à notre conscience des faits du monde externe. Ce modèle peut se définir par sa conformité à deux conditions de la conscience perceptuelle ordinaire que Shoemaker appelle condition de causation et condition d’indépendance. Shoemaker attaque d’abord le modèle perceptuel large en affirmant que certains faits mentaux se « laissent entendre d’eux-mêmes », impliquant que la conscience introspective des états mentaux ne remplit pas la condition d’indépendance et que, par conséquent, son caractère n’est pas saisi de manière adéquate par le modèle perceptuel large. Dans ce qui suit, j’examinerai les principaux arguments de l’essai de Shoemaker. J’affirmerai qu’un modèle perceptuel large de l’introspection peut contourner avec réussite les problèmes centraux qu’il soulève ; ce faisant, je développerai quelques critiques à l’égard de certains aspects de la proposition positive de Shoemaker.In ein paar rezenten Essays postuliert Sydney Shoemaker, das introspektive Wissen ermangele gewisser zentraler Spezifika, die den in herkömmlichen Fällen der Sinneswahrnehmung erfüllten Umständen gleichkommen. In einem wirkungsreichen Paper behandelt und kritisiert er das „breite perzeptive“ Modell der Natur des introspektiven Wissens von Mentalzuständen, eine Betrachtungsweise, die besagt, unser introspektives Bewusstsein der internen Tatsachen sei übereinstimmend mit unserem Bewusstsein der Tatsachen über die Außenwelt. Dieses Modell lässt sich aufgrund seiner Deckungsgleichheit mit zwei Voraussetzungen des ordinären perzeptiven Bewusstseins illustrieren, die Shoemaker Bedingung der Kausalität bzw. Bedingung der Unabhängigkeit nennt. Shoemaker attackiert das breite perzeptive Modell, indem er bekräftigt, bestimmte mentale Fakten seien „selbstimplizierend“; zudem befriedige das introspektive Bewusstsein der Mentalzustände nicht die Bedingung der Unabhängigkeit, weswegen dessen Charakterzug inadäquat vom breiten perzeptiven Modell umfasst werde. Im Folgenden gehe ich die Hauptargumente von Shoemakers Essay durch. Ich stelle die Behauptung auf, das breite perzeptive Modell der Introspektion könne die von ihm aufgeworfenen Kernprobleme erfolgreich umgehen. Nebenher erarbeite ich einige Kritik in puncto gewisser Aspekte von Shoemakers positivem Vorschlag. (shrink)

The rubber hand illusion (RHI) is the experience of an artificial body part as being a real body part and the experience of touch coming from that artificial body part. An explanation of this illusion would take significant steps towards explaining the experience of embodiment in one’s own body. I present a new cognitive model to explain the RHI. I argue that the sense of embodiment arises when an on-line representation of the candidate body part is represented as matching (...) an off-line prototype representation of what one’s body is usually like. The cause of the sense of embodiment in the model body part only partially overlaps with the causes of proprioceptive drift, which commonly accompanies the RHI, and so is compatible with observed dissociations between the illusion and proprioceptive drift. The distinguishing features of this model are the off-line body representation, and the process of matching an on-line model to an off-line model, both of which are to be understood in terms of a conceptual space. -/- Key Words: Rubber Hand Illusion; RHI; Sense of Embodiment; Self Consciousness; Body Experience. (shrink)

Introduction. The sense of agency over thoughts is the experience of oneself qua agent of mental action. Those suffering certain psychotic symptoms are thought to have a deficient sense of agency. Here I seek to explain this sense of agency in terms of metacognition. Method. I start with the proposal that the sense of agency is elicited by metacognitive monitoring representations that are used in the intentional inhibition of thoughts. I apply this model to verbal hallucinations (...) and the like and examine the plausibility of this model explaining deficits associated with these symptoms. Results. By tying the sense of agency to metacognitive inhibition I propose that the loss of a sense of agency in certain psychotic symptoms is accompanied by a particular deficit in the patient’s ability to control their own thinking. This is consistent with the experiences of those at high risk of developing hallucinations, who report more intrusive thoughts than controls. The model I present is able to explain why those at risk of developing verbal hallucinations and those suffering from verbal hallucinations have deficits in the intentional inhibition of thought. I defend this account from a possible objection by distinguishing the form of the intentional inhibition deficit displayed by those suffering verbal hallucination from that displayed by those suffering from orbital-frontal cortex lesions and posttraumatic stress disorder. Conclusion. A plausible hypothesis is that the sense of agency over thoughts is elicited by the metacognitive monitoring representation used to intentionally inhibit. (shrink)

As Nelson Goodman highlighted, there are two main senses of “abstract” that can be found in discussions about abstract art. On the one hand, a representation is abstract if it leaves out certain features of its target. On the other hand, something can be abstract to the extent that it does not represent a concrete subject. The first sense of “abstract” is well-known in philosophy of science. For example, philosophers discuss mathematical models of physical, biological, and economic systems as (...) being abstract in this sense. However, it is the second sense that dominates discussions of abstract art in aesthetics. For example, abstract art was (and is) considered revolutionary precisely for being non-figurative. Through an analysis of artists including Kandinsky, Malevich, and Mondrian, we develop a reading of this second sense, which we call “generative abstraction,” as opposed to “subtractive” abstraction. Generative abstraction is a process in which a new artifact is created which does not represent the initial concrete target system that inspired it (if there was one), where the artifact’s features are explored for their own sake, and where the “language” of the new artifact is in some way more “universal.” Focusing on this sense of abstraction is helpful in revealing the complexity of the process of crafting an abstract artifact, in problematizing the notion that abstraction can always be un-done (or concretized), as well as revealing new ways for abstractions to be epistemically (un)successful. (shrink)

Aristotle famously claimed that we perceive that we see or hear, and that this metaperception necessarily accompanies all conscious sensory experiences. In this essay I compare Aristotle’s account of metaperception with three main models of self-awareness to be found in the contemporary literature. The first model countenances introspection or inner sense as higher-order perception. The second model rejects introspection altogether, and maintains that judgments that we see or hear can be directly extracted from the first-order experience, using a procedure (...) sometimes called “an ascent routine.” The third model insists that the first-order experience has a twofold intentional structure: it is directed both at the perceived external object and at itself, i.e., reflexively. Although Aristotle’s own account is certainly closer to the third model (as Brentano rightly observed), the latter does not exhaust Aristotle’s insights on metaperception. One function of the common sense in Aristotle’s theory of perception is apparently to monitor the activity of our sensory modalities, and to make us aware that we see or hear independently of the sensory contents of our experience. I shall suggest that the monitoring function of perception is best understood in relation with contemporary cognitive science research on metacognition. Common sense is or involves a metaperceptual practical ability distinct from both object level sensory perception and metarepresentational knowledge about our senses. (shrink)

Two kinds of epistemological sceptical paradox are reviewed and a shared assumption, that warrant to accept a proposition has to be the same thing as having evidence for its truth, is noted. 'Entitlement', as used here, denotes a kind of rational warrant that counterexemplifies that identification. The paper pursues the thought that there are various kinds of entitlement and explores the possibility that the sceptical paradoxes might receive a uniform solution if entitlement can be made to reach sufficiently far. Three (...) kinds of entitlement are characterized and given prima facie support, and a fourth is canvassed. Certain foreseeable limitations of the suggested antisceptical strategy are noted. The discussion is grounded, overall, in a conception of the sceptical paradoxes not as directly challenging our having any warrant for large classes of our beliefs but as crises of intellectual conscience for one who wants to claim that we do. (shrink)

A sense of agency (SoA) is the experience of subjective awareness regarding the control of one’s actions. Humans have a natural tendency to generate prediction models of the environment and adapt their models according to changes in the environment. The SoA is associated with the degree of the adaptation of the prediction models, e.g., insufficient adaptation causes low predictability and lowers the SoA over the environment. Thus, identifying the mechanisms behind the adaptation process of a prediction model related to (...) the SoA is essential for understanding the generative process of the SoA. In the first half of the current study, we constructed a mathematical model in which the SoA represents a likelihood value for a given observation (sensory feedback) in a prediction model of the environment and in which the prediction model is updated according to the likelihood value. From our mathematical model, we theoretically derived a testable hypothesis that the prediction model is updated according to a Bayesian rule or a stochastic gradient. In the second half of our study, we focused on the experimental examination of this hypothesis. In our experiment, human subjects were repeatedly asked to observe a moving square on a computer screen and press a button after a beep sound. The button press resulted in an abrupt jump of the moving square on the screen. Experiencing the various stochastic time intervals between the action execution button-press) and the consequent event square jumping caused gradual changes in the subjects' degree of their SoA. By comparing the above theoretical hypothesis with the experimental results, we concluded that the update (adaptation) rule of the prediction model based on the SoA is better described by a Bayesian update than by a stochastic gradient descent. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:A Model for the Many Senses of ScriptureFrom the Literal to the Spiritual in Genesis 22 with Thomas AquinasChristopher S. Morrissey (bio)Introduction: Many Senses Require Many TranslationsOn the mountain the Lord appeared (NETS, Gen. 22:14b)On the mount of the LORD it shall be provided (RSV)1In the mount of the LORD it shall be seen (KJV)On the mountain the LORD will see (NAB)ἐν τῷ ὄρει κύριος ὤφθη (LXX)in monte Dominus (...) videtur (Nova Vulgata)in monte Dominus videbit (St. Jerome’s Vulgate)In his book Abraham’s Curse, Bruce Chilton argues that in Gen. 22:14b, “the Septuagint’s Greek renders the Hebrew text” correctly (i.e., “with Yahweh as the subject of the verb”), whereas English translations like the King James Version (KJV) prefer to imply that the ram is the verbal subject. Chilton contends that “This is a case of translators caring more about doctrine than wording, and attempting to legislate what the Bible can say.”2Chilton’s textual exegesis does have some value. He notes that “Contextually [End Page 231] as well as grammatically, God is the subject: Yahweh ‘was seen’ on Moriah, liberating Isaac by means of divine intervention.”3 But with his polemics against the KJV, he fails to affirm the rich polysemy of the passage. He replaces one literal reading with another and then argues as if the two are at odds. But Scripture has many senses, a truth famously expressed in the medieval distich of Augustine of Dacia, best known in the version of Nicholas of Lyra: “The literal sense teaches what happened; what you believe, the allegorical; the moral, what you should do; where you are going, the anagogical.”4 Therefore Chilton is wrong to impute bad motives to anyone who would attempt to unfold the spiritual sense of a passage (“caring more about doctrine”), or even to anyone who would note that a passage has more than one literal meaning.Chilton’s own insistence on uncovering the univocal original meaning of a passage (through his preferred historical method of “generative exegesis”)5 is excessively literal, as if recourse to grammar would allow one “to legislate what the Bible can say.” When Chilton says “Yahweh ‘was seen’ on Moriah,” he is not contending that God was seen directly, literally, but rather interpreting the metaphorical or parabolical sense of the phrase “Yahweh was seen” (in Gen. 22:14b), because he glosses the meaning of the metaphor as “liberating Isaac by means of divine intervention”;6 that is, God is seen indirectly, cognitively, rather than literally with the eyes. Because literally seeing a ram is not opposed to cognitively understanding God’s action, the KJV, pace Chilton, can be defended contextually. To my mind, the Revised Standard Version (RSV), echoing the KJV, does the best job of rendering the Hebrew text literally, with “On the mount of the lord it shall be provided,” because this leaves open the many senses of the third person singular “it,” to be unfolded by exegesis. Thus more than one translation is required in order to appreciate all the significations being deployed in the treatment of “seeing” in Gen. 22:8 and 22:14. “It shall be provided”: More than one univocal sense of the “it” has to be uncovered by exegesis in this Scripture, in order to see what “it” is all about.To justify my opinion that the RSV most felicitously translates the Hebrew, I would like to prepare the way to a conclusion in which I compare the Septuagint’s translation (which follows Chilton’s preferred rendering of the context) with the Vulgate Latin translations. The path toward this conclusion will show that Chilton’s polemics, indicative of an exegetical attitude that is hostile to an appreciation of the many senses of Scripture, fail to see how the RSV translation is also defensible as keeping the reader’s mind open to the many senses of the Scriptural passage. But first things first. With the help of St. Thomas Aquinas, let me distinguish the various senses of Scripture and then point out how they are all exemplified here, all being signified by the text. [End Page 232] Click for larger view View... (shrink)

The goal of this paper is to contrast the representation of models in photography, as well as certain kinds of inanimate beauty, with the average faces constructed by algorithms serving to identify and reproduce beauty. What are the similarities and differences between inanimate objects, characterized by faces devoid of singularities and comparable to sorts of angelic faces, and the algorithmic parameters through which beauty and attractiveness are calculated and predicted? This paper will apply an enunciative semiotic analysis to photographic corpora, (...) propose philosophical reflections on the categories of beauty, and will show that the conception of beauty changes from corpus to corpus and from one cultural domain to the other. The end of the paper states that beauty has to do with a perfect gradation between stillness and movement in the case of the models seen in fashion photography, between neutrality and expressivity for mannequins, and between singularity and multiplicity for dolls such as Barbie, and that, in the algorithmic fabrication of beautiful faces, it is linked with an enhancement of the compactness of the structure of the face. (shrink)

The sense of agency, that is the sense that one is the agent of one’s bodily actions, is one component of our self-consciousness. Recently, Wegner and colleagues have developed a model of the causal history of this sense. Their model takes it that the sense of agency is elicited for an action when one infers that one or other of one’s mental states caused that action. In their terms, the sense of agency is elicited by (...) the inference to apparent mental state causation. Here, I argue that this model is inconsistent with data from developmental psychology that suggests children can identify the agent behind an action without being capable of understanding the relationship between their intentions and actions. Furthermore, I argue that this model is inconsistent with the preserved sense of agency in autism. In general, the problem is that there are cases where subjects can experience themselves as the agent behind their actions despite lacking the resources to make the inference to apparent mental state causation. (shrink)