In their recent Opinion in TiCS, Yildirim and Paul propose that large language models (LLMs) have ‘instrumental knowledge’ and possibly the kind of ‘worldly’ knowledge that humans do. They suggest that the production of appropriate outputs by LLMs is evidence that LLMs infer ‘task structure’ that may reflect ‘causal abstractions of... entities and processes in the real world.' While we agree that LLMs are impressive and potentially interesting for cognitive science, we resist this project on two grounds. First, it casts (...) LLMs as agents rather than as models. Second, it suggests that causal understanding could be acquired from the capacity for mere prediction. (shrink)

In this Comment, we critique the growing “AI welfare” movement and propose a novel guideline, the Precarity Guideline, to determine care entitlement. In contrast to approaches that emphasize potential for suffering, the Precarity Guideline is grounded in empirically identifiable features. The severity of ongoing humanitarian crises, biodiversity loss, and climate change provides additional reasons to prioritize the needs of living beings over machine learning algorithms as candidates for care.

How should scientists carve up cognition to generate good predictions, explanations, and models of cognition? This chapter argues that cognitive categories should be constructed the same way that biological categories are: in terms of homology. The chapter adapts a developmental account of trait identity from evolutionary-developmental biology to make sense of the notion of “cognitive homology.” The consequence is that both brain structures and the organism’s ongoing interactions with the environment are crucial for individuating cognitive homologies, and thus for cognitive (...) ontology. (shrink)

Causal understanding is a defining characteristic of human cognition. Like many animals, human children learn to control their bodily movements and act effectively in the environment. Like a smaller subset of animals, children intervene: they learn to change the environment in targeted ways. Unlike other animals, children grow into adults with the causal reasoning skills to develop abstract theories, invent sophisticated technologies and imagine alternate pasts, distant futures and fictional worlds. In this Review, we explore the development of human-unique causal (...) learning and reasoning from evolutionary and ontogenetic perspectives. We frame our discussion using an ‘interventionist’ approach. First, we situate causal understanding in relation to cognitive abilities shared with non-human animals. We argue that human causal understanding is distinguished by its depersonalized (objective) and decontextualized (general) representations. Using this framework, we next review empirical findings on early human causal learning and reasoning and consider the naturalistic contexts that support its development. Then we explore connections to related abilities. We conclude with suggestions for ongoing collaboration between developmental, cross-cultural, computational, neural and evolutionary approaches to causal understanding. (shrink)

Torresan & Baltieri propose a framework to analyze causal learning in natural and artificial agents. They are motivated by an important and widely neglected question: How do agents acquire causal models? Most approaches _assume_ a model –– a set of causal variables and relations –– and then use it to assess an agent’s capacities. By contrast, T&B build on philosophy and comparative psychology to develop a formal approach to the problem “how a causal viewpoint can emerge from an agent’s first-person (...) experience... or as the machine learning analogy goes, _from pixels_” (their italics). My purpose will be to dispute this: I think there is little useful analogy between “learning from pixels” and “learning from experience” –– or, more specifically, between the machine learning techniques that T&B’s framework employs and actual causal learning (i.e., the natural phenomenon occurring in animals). Thus, I do not think the account can unify natural and artificial causal cognition in the way that T&B hope. (shrink)

Why are humans born “helpless”? Cusack et al. propose that human infants’ helplessness has learning benefits analogous to training foundation models in machine learning. The infant’s “limited repertoire of adaptive behavior,” they argue, affords a period of self-supervised learning in which representations are “not yet connected to outputs and are therefore not acted upon” [1]. This “pre-training” stage of sensory data-crunching makes the acquisition of later abilities more efficient. We agree that infants’ ability to learn from statistical regularities is a (...) key driver of early development. However, we challenge Cusack et al.’s stage-like proposal that sensory learning is initially disconnected from motivations and goal-directed actions. This claim is inconsistent with core empirical findings, and it underestimates the many ways in which infants’ behavior is adaptive. We encourage researchers to “think like a baby”: that is, to assume the infant’s agential perspective to see the goals and rewards that drive their early learning. Four insights from developmental science are at odds with Cusack et al.’s proposal. (shrink)

This paper is a critical appraisal of Lee’s framework (2020) for the Community of Inquiry (CoI) pedagogy in light of Garrison’s work (2000, 2001, 2010, 2016, 2017) in the context of synchronous and asynchronous distance learning. Using the latter as springboard, Lee’s CoI framework is examined based on Garrison’s three presences: cognitive, social, and teaching presence. The paper discusses the similarities between Lee’s CoI and Garrison’s CoI, and expounds on the differences between the two (i.e. the end goal of a (...) CoI for cognitive presence, the realization of asynchronous social presence, and the role of the facilitator in teaching presence). It also presents practical suggestions to improve Lee’s CoI in a distance education setting. Lastly, it concludes with institutional recommendations for applying CoI for distance learning in the Philippine context. (shrink)

Diese Arbeit zeigt, dass die Dualität des mathematischen und dynamischen Erhabenen bei Kant auch dem Zweck der dritten Kritik dient, die Kluft zwischen den Gebieten der Natur und der Freiheit zu schließen. In der Sekundärliteratur zu Kant wird das Erhabene oft als Anhang des Schönen oder aufgrund seiner mehrfachen Dualitäten als Bruch in Kants Ansatz angesehen. Dies geschieht, weil solche Interpretationen die Elemente der Theorie des Erhabenen atomisch und nicht systematisch rekonstruieren. Im Gegensatz dazu wird in dieser Arbeit mittels der (...) Resonanz der teleologischen Behandlung der Vernunft nicht nur die innere Systematik der dritten Kritik gezeigt, sondern auch die von der gesamten kritischen Philosophie. Die Vernunft als Vermögen der Zwecksetzung zu verstehen in ihrem praktischen und theoretischen Gebrauch, ist keine neue Idee oder neuer systematischer Rekonstruktionsversuch der kritischen Philosophie in der Kantforschung. Das eigentlich Neue in dieser Monografie ist, einen Beweis von ihrer teleologischen Einheit aus der ästhetischen Perspektive des paradoxen Gefühls des Erhabenen geleistet zu haben. (shrink)

What does it mean to consider the world of AI through a Christian lens? Rapid developments in AI continue to reshape society, raising new ethical questions and challenging our understanding of the human person. Encountering Artificial Intelligence draws on Pope Francis’ discussion of a culture of encounter and broader themes in Catholic social thought in order to examine how current AI applications affect human relationships in various social spheres and offers concrete recommendations for better implementation. The document also explores questions (...) regarding personhood, consciousness, and the kinds of relationships humans might have with even the most advanced AI. Through these discussions, this book investigates the theoretical and practical challenges to interpersonal encounter raised by the age of AI. (AI Research Group for the Centre for Digital Culture of the Dicastery of Culture and Education of the Holy See). (shrink)

This paper analyzes Daling’s Carinderia, a long-established carinderia located in Sta. Cruz Public Market, Lubao, Pampanga, through strategic management frameworks such as SWOT analysis, PESTLE analysis, Porter’s Five Forces, and portfolio tools like the BCG and IE matrices. The study utilized interviews and direct observations to assess the internal capabilities and external challenges of the business. Findings show that Daling’s Carinderia benefits from strong local patronage, a strategic location, and a reputation built over more than 40 years. However, it faces (...) threats from rising ingredient costs, operational limitations, and increasing competition from nearby eateries and modern food service channels. The analyses show that the business is well-positioned to grow through market penetration, market development, product development, and related diversification, allowing it to broaden its reach, enhance its offerings, and strengthen its competitive position in the evolving local food market. Lastly, the researchers formulated recommendations and conclusions based on the strategies deemed most applicable for Daling’s Carinderia to sustain operations and carefully expand within its market. (shrink)

This study explores the employee retention strategies implemented by administrators in educational institutions, focusing on Immaculate Conception College of Balayan, Inc. The qualitative case study involved 10 participants, including administrators and employees selected based on stable tenure and appropriate qualifications. Through face- to-face interviews, key determinants influencing retention, such as teacher satisfaction, job contentment, professional growth, and loyalty, were identified. Recognition and incentives emerged as the primary retention strategy, significantly influencing employee satisfaction and fostering a sense of belonging. The study (...) concludes that these strategies are effective, contributing to the retention of skilled professionals. Recommendations emphasize the importance of recognizing and providing incentives as core strategies for administrators in educational settings, recognizing their role in creating a positive work environment and promoting sustained employee commitment. The findings at ICCBI underscore the observed effectiveness of these strategies. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:The Cambridge Companion to OckhamJeffrey E. BrowerPaul Vincent Spade, editor. The Cambridge Companion to Ockham. Cambridge: Cambridge University Press, 1999. Pp. xii + 400. Cloth, $54.95.Contemporary analytic philosophers have always been among the most enthusiastic audiences for the volumes in the Cambridge Companion series. And of all the great philosophers of the Middle Ages, perhaps none has appealed more to their sensibilities than William Ockham. It is fitting, (...) therefore, that after the publication of the Companion to Aquinas—the first volume in the series devoted to a medieval philosopher—there should appear a Companion to Ockham.The fifteen chapters comprising this volume survey the entire range of Ockham's thought and may conveniently be divided into four main parts. The first part (chaps. 2-7) deals with Ockham's most enduring legacy: his contribution to issues falling within the domain of logic, philosophy of language, and metaphysics. The second part (chaps. 8-9) is devoted to issues in epistemology and philosophy of mind/cognition. The third part (chaps. 10-13) focuses on Ockham's views in ethics, action theory, and political philosophy. And the fourth part (chaps. 14-15) considers aspects of his philosophical theology. In addition, there is also an historical chapter (chap. 1), placing Ockham's life and works in their late-medieval intellectual context, and a brief editor's introduction, including a very useful list of all Ockham's writings, together with the best (sometimes, the only) Latin editions and English translations available.The volume is well organized and beautifully conceived. Some chapters are quite difficult, and in places contain material that is likely to be unfamiliar even to specialists in medieval philosophy. But the way in which they have been organized maximizes their usefulness and accessibility to specialists and non-specialists alike. The earlier parts of the volume lay the foundation for later ones, and the individual chapters within each part are arranged so as to build on and complement one another. This is perhaps most evident in the five chapters comprising the first part. Calvin Normore's presentation ofOckham's logic (in chap. 2) nicely prepares the reader for Claude Panaccio's discussion (in chap. 3) of Ockham's theory of mental language. Panaccio's chapter, in turn, provides the framework for David Chalmer's analysis (in chap. 4) of the debate over whether [End Page 588] Ockham's mental language permits synonymous expressions. Again, these three chapters taken together provide important background for Paul Spade's treatment (in chap. 5) of Ockham's views in metaphysics, which are closely related to his logic and philosophy of language. Finally, Gyula Klima's discussion (in chap. 6) ofhow Ockham's views in semantics and ontology differ from those of his predecessors, and André Goddu's discussion (in chap. 7) of Ockham's philosophy of nature, can be fully appreciated only against the background of the preceding chapters.What is perhaps most impressive about the volume, however, is the extent to which it succeeds at providing a systematic introduction to Ockham's philosophical achievement. All the chapters are, to some extent, concerned with matters of textual analysis and interpretation. But most of them involve much more than a mere survey of Ockham's texts. For example, in each of the four main parts, there is at least one chapter that attempts to locate Ockham's views in relation to those of his predecessors or contemporaries (such as Aquinas and Scotus), with the result that we get a sense of Ockham's place in the major medieval debates to which he contributed. At the same time, the volume introduces us to some of the most lively current debates in Ockham scholarship. It does this, not merely by summarizing them, but by actually carrying them out over the course of its chapters. For example, Eleonore Stump provides a sophisticated defense (in chap. 8) of what has become a standard interpretation of Ockham's theory of intuitive and abstractive cognition. In the following chapter, however, Elizabeth Karger rejects the standard interpretation on the basis of a re-reading of certain key texts. Again, in the first part of the volume there is a running debate... (shrink)