Latin America struggles to reach advanced Artificial Intelligence (AI) development due to limited resources and talent retention. However, different public indexes indicate the region’s potential to become an AI hub. Our analysis of research databases indicates a growing trend towards NeuroAI — an interdisciplinary field emerging from neuroscience and artificial intelligence — suggesting that this area of study may be a driving force behind the potential for Latin America. This paper explores how NeuroAI could enable Latin America to bridge the (...) development gap with global AI leaders, leveraging its potential to overcome resource constraints. We analyze strategies for integrating NeuroAI advancements into the private sector, which could provide essential financial support for highimpact scientific research and foster regional innovation. (shrink)

This contribution deals with the ethical challenges arising from the IoT landscape with reference to a specific context, i.e. the realm of agri-food. In this sector, innumerable web-connected tools, platforms and sensors are constantly interacting with consumers/users/citizens, by reshaping and redefining the core elements and functions of machine–human being relationships. By sketching out the main pillars which ethics of the Internet of Food is founded on, my argument posits that the civic hybridization of knowledge production mediated by IoT technologies may (...) create breeding ground for the move towards an ‘ethical in-design’ approach to the IoF-driven smart systems. (shrink)

Noise in behavior is often viewed as a nuisance: while the mind aims to take the best possible action, it is let down by unreliability in the sensory and response systems. How researchers study cognition reflects this viewpoint – averaging over trials and participants to discover the deterministic relationships between experimental manipulations and their behavioral consequences, with noise represented as additive, often Gaussian, and independent. Yet a careful look at behavioral noise reveals rich structure that defies easy explanation. First, both (...) perceptual and preferential judgments show that sensory and response noise may potentially only play minor roles, with most noise arising in the cognitive computations. Second, the functional form of the noise is both non-Gaussian and non-independent, with the distribution of noise being better characterized as heavy-tailed and as having substantial long-range autocorrelations. It is possible that this structure results from brains that are, for some reason, bedeviled by a fundamental design flaw, albeit one with intriguingly distinctive characteristics. Alternatively, noise might not be a bug but a feature: indeed, we suggest that noise is fundamental to how cognition works. Specifically, we propose that the brain approximates probabilistic inference with a local sampling algorithm, one that uses randomness to drive its exploration of alternative hypotheses. Reframing cognition in this way explains the rich structure of noise and leads to a surprising conclusion: that noise is not a symptom of cognitive malfunction but plays a central role in underpinning human intelligence. (shrink)

The logician Kurt Godel in 1951 established a disjunctive thesis about the scope and limits of mathematical knowledge: either the mathematical mind is equivalent to a Turing machine (i.e., a computer), or there are absolutely undecidable mathematical problems. In the second half of the twentieth century, attempts have been made to arrive at a stronger conclusion. In particular, arguments have been produced by the philosopher J.R. Lucas and by the physicist and mathematician Roger Penrose that intend to show that the (...) mathematical mind is more powerful than any computer. These arguments, and counterarguments to them, have not convinced the logical and philosophical community. The reason for this is an insufficiency if rigour in the debate. The contributions in this volume move the debate forward by formulating rigorous frameworks and formally spelling out and evaluating arguments that bear on Godel's disjunction in these frameworks. The contributions in this volume have been written by world leading experts in the field. (shrink)

Leon Horsten has recently claimed that the class of mathematical truths coincides with the class of theorems of ZFC. I argue that the naturalistic character of Horsten’s proposal undermines his contention that this claim constitutes an analogue of a thesis that Daniel Isaacson has advanced for PA. I argue, moreover, that Horsten’s defence of his claim against an obvious objection makes use of a distinction which is not available to him given his naturalistic approach. I suggest a way out of (...) the objection which is in line with the naturalistic spirit of Horsten’s proposal but which further weakens the analogy with Isaacson’s Thesis. I conclude by evaluating the prospects for providing an analogue of Isaacson’s Thesis for ZFC. (shrink)

Anthony Grafton, like Jacob Burckhardt before him, begins his appreciation of Leon Battista Alberti by reviewing how the fifteenth‐century Italian author created a many‐faceted identity through willful self‐fashioning. Grafton, however, offers the reader a much richer Bildungsroman than the older portrait and exposes many forces undercutting the monolithic character of Burckhardt's Renaissance, the same forces that may provide a key to the contrary and doubt‐ridden persona frequenting Alberti's writings. Alberti's ambitions and the leitmotifs of his life from his youthful aspirations (...) to their later glorious fulfillment are laid out in stunning detail.Moving well beyond the unrelenting brightness of Burckhardt's presentation, Grafton also attempts to fuse what have become for scholars the dramatic polarities of Alberti's enigmatic personality. An ambitious scholar and writer on academic subjects, on the visual and practical arts, Alberti was a lover of nature and a sensitive commentator on aesthetic, familial, and cultural ideals. He was also given to irony, despair, and bitter isolation. Grafton makes a strong case for Alberti's dependence on an unwavering determination that compelled him to assume many guises and foster numerous strategies to achieve his literary, social, and economic goals. As his friend Cristoforo Landino once noted, Alberti was like a chameleon. In Grafton's hands, however, Alberti remains dazzlingly inventive and radically humanist, and he endures as appropriately leonine and the hero of his own tale.With a predictable outpouring of references, Grafton evokes Alberti's social, political, and intellectual world and, reprising his earlier writings, develops several themes. These include Alberti's literary erudition and the high price he paid to achieve it; how Alberti applied the lessons of ancient sources to the problems of his own world, and in so doing subverted those lessons to create something new; how the humanist author developed special vocabularies for writing about such novel subjects as the visual arts, instruments of measure, and other current technologies; and, perhaps most surprisingly for a man given to bitterly mocking his contemporaries, how Alberti became involved in the creative energy of early modern life with apparent enthusiasm and accomplished the astonishing feat for a humanist of becoming a practicing architect.Grafton finds Alberti's confidence in a material culture driven by technology, theoretical knowledge, and careful observation expressed forcefully in the dedicatory letter of his essay On Painting addressed to the builder Filippo Brunelleschi. Brunelleschi deserved to be praised not for slavishly drinking from the fountain of the ancients, but for the brilliance of his intelligence and the successful application of his knowledge. Further, by requesting that the architect emend his essay, Alberti, the scholar, is shown to have treated Brunelleschi, the builder, as an equal and thereby to have elevated all technical knowledge. Alberti cleverly places himself within the circle of the ingenious engineers who were masters of practical knowledge based on underlying principles and therefore at the forefront of an intellectual parade led by its most renowned practitioner. One wonders, perhaps, what Brunelleschi at the height of his fame might have desired to learn from the audacious savant.As Alberti masters how to make his way in Florence and among the elegant courts of his day, he is seen to revisit the themes of his youthful writings with ever‐deepening insight. Grafton's reflections on Alberti and Florence, though generally convincing, have been greatly enriched by Luca Boschetto's recent book devoted to that subject . In addition, some of Grafton's notions about the influence of On Painting as centered in courtly art seem to reach beyond the evidence and the explicit directives found in Alberti's writings.The reader interested in Alberti's involvement in science and technology will still want to consult Joan Gadol's Leon Battista Alberti: Universal Man of the Early Renaissance , and the lack of a general bibliography will be an irritation to those who like to follow an author's research trail, the trekker in this case having to stumble through a thicket of footnotes. Nonetheless, Grafton has created a richly drawn portrait of Alberti. Scholar and student alike will garner much that is important about this immensely gifted and mercurial man whose writings continue to influence our understanding of the beginnings of early modernity. (shrink)

Using neoPiagetian theory of mental attention (or working memory), I task-analyze two complex performances of great apes and one symbolic performance (funeral burials) of early Homo sapiens. Relating results to brain size growth data, I derive estimates of mental attention for great apes, Homo erectus, Neanderthals, and modern Homo sapiens, and use children's cognitive development as reference. This heuristic model seems consistent with research.

Ontologies represent the standard way to model the knowledge about specific domains. This holds also for the legal domain where several ontologies have been put forward to model specific kinds of legal knowledge. Both for standard users and for law scholars, it is often difficult to have an overall view on the existing alternatives, their main features and their interlinking with the other ontologies. To answer this need, in this paper, we address an analysis of the state-of-the-art in legal ontologies (...) and we characterise them along with some distinctive features. This paper aims to guide generic users and law experts in selecting the legal ontology that better fits their needs and in understanding its specificity so that proper extensions to the selected model could be investigated. (shrink)

The prologue of the Sophistici elenchi is as close an Aristotelian text gets to dealing with language as a subject matter in its own right, only in reverse. Language and its features bear consideration to the extent that they account for some major predicaments discursive reasoning is prone to, both as a separate and as a common endeavour. That being said, the linguistic pitfalls that trick us into thinking that whatever is the case for words and word-compounds is also the (...) case for the things and facts linguistic items stand for reveal as much about good linguistic habits and sound argumentation as they themselves are revealed by the principles and rules our argumentation goes by. In this connection, Aristotle resorted to a curious (or not so curious) analogy between words and counters which played a major role in explaining why language is such a powerful source of illusion and deception. As it happens, Aristotle accounting analogy is a case in point for showcasing the level of sophistication medieval Latin literature on fallacies achieved as early as the first half of the twelfth century. As a matter of fact, Western commentators managed to build compelling cases both in favour of and against the understanding that was to become and still is the standard story – which, of course, speaks volumes about their exegetical proficiency and technical expertise. On the one hand, trusting implicitly Boethius’ translation and well aware of his views on disputational hazards as opposed to computational reliability, they usually understood Aristotle’s comparison as if it was an analogy in name only. On the other hand, despite Boethius’ translation put them at a considerable disadvantage, Latin commentators were able to construe Aristotle’s analogy as bringing together two sets of symbolic variables (words and counters) that are neither entirely free nor entirely bound – which expose them to subtle but critical shifts in value and meaning. (shrink)

The essay investigates the anthropological concept of personhood from the point of view of the dialectics between two fundamental elements of the socio-cultural, linguistic, and semiotic construction of the self-identity of the human species: on the one hand, the human face and, on the other, the non-human muzzle. After demonstrating that their semantics is contrastively articulated in all Indo-European languages, and after showing that such contrast is featured also in several non-Indo-European languages, including those referring to supposedly alternative “ontologies of (...) nature”, the essay criticizes such opposition through a close reading of Lévinas, Deleuze and Guattari, and Derrida’s philosophical texts on the face and on animality. Ultimately, it proposes that the construction of the animal muzzle as an interface of non-personhood is instrumental to the substitution of the human victim in the sacrifice that establishes the human community. Only through eradicating the primordial stigmatization of the muzzle, however, will a non-violent foundation of human personhood and community be possible. (shrink)

Maddy gave a semi-formal account of restrictiveness by defining a formal notion based on a class of interpretations and explaining how to handle false positives and false negatives. Recently, Hamkins pointed out some structural issues with Maddy's definition. We look at Maddy's formal definitions from the point of view of an abstract interpretation relation. We consider various candidates for this interpretation relation, including one that is close to Maddy's original notion, but fixes the issues raised by Hamkins. Our work brings (...) to light additional structural issues that we also discuss. (shrink)

We question memory reconsolidation and emotional arousal as sufficient determinants of therapeutic change. Generating new feelings and meanings must be contrasted with activating and stabilizing the evolving memories that reflect those novel experiences. Some therapeutic changes are not attributable to a memory model alone. “Emotional processing” is also needed and is often an undeclared form of complex executive problem solving.

Constitutivism argues that the source of the categorical force of the norms of rationality and morality lies in the constitutive features of agency. A systematic failure to be guided by these norms would amount to a loss or lack of agency. Since we cannot but be agents, we cannot but be unconditionally guided by these norms. The constitutivist strategy has been challenged by David Enoch. He argues that our participation in agency is optional and thus cannot be a source of (...) categorical demands. In this paper, I defend the viability of constitutivism by showing that agency is indeed a special ‘inescapable’ enterprise. Agency has the largest jurisdiction, and it is closed under rational assessment. This inescapability does not exempt constitutivism from raising the question whether agents have reason to be agents, but this question has to be taken up within agency. If this question is answered affirmatively, then—I argue—the criteria of practical correctness are self-ratifying in a non-circular way. This is sufficient to show the viability of the constitutivist strategy. Whether agents have conclusive reasons to be agents, however, is a matter to be addressed in the terms of particular versions of constitutivism. (shrink)

Neste artigo,é exposto e discutido o caminho percorrido por Hasdai Crescas , filósofo judeu medieval que viveu em Barcelona, na elaboração de sua prova para a existência de Deus, formulada com base em sua crítica às provas apresentadas por Maimônides no "Guia dos Perplexos". A crítica de Crescas parte da formulação de um conceito geral de existência aplicável tanto ao ser necessário quanto aos seres contingentes. Outro aspecto interessante em seu caminho para a elaboração da prova da existência de Deus (...) é a distinção que ele faz entre quididade e existência no ser necessário, posição única entre os medievais e que introduz um importante aspecto de imanência em sua ideia de Deus, distinguindo-a radicalmente daquela defendida por Maimônides. This article presents and discusses the path followed by Hasdai Crescas , medieval Jewish philosopher who lived in Barcelona for the elaboration of his proof for existence of God, formulated from his critique of the evidence presented by Maimonides in the "Guide of the Perplexed". Crescas's critique starts with the formulation of a general concept of existence applicable to both the necessary being as to the contingent beings. Another interesting aspect of his way to formulate his proof is Crescas's distinction between existence and quiddity in the necessary being, a unique position among the medieval philosophers that introduces an important aspect of immanence in his idea of God, which radically differs from that advocated by Maimonides. (shrink)

This article presents an approach in doing philosophy with children through thought experiments, by focusing on that one about founding an utopia. Describing the group work practice and the role of philosophers in the dialogic learning process provided by the mental simulation concerning utopia, the author presents some elementary observations on the central role played by thought experiments both in philosophy and in the natural sciences, and stresses a variety of interesting implications in doing philosophy with children through thought experiments. (...) Finally, the author argues that mental simulation can be an engaging introduction to doing philosophy with children, which are enabled in this way to envision conflicting possibilities and face with something like Wittgenstein’s “puzzle pictures”. (shrink)

The authors' results support a functionalist conception of working memory: a manifold repertoire of schemes/schemas (long-term memory) and a small set of general-purpose “hidden operators.” Using some of these operators I define mental (i.e., endogenous) attention. Then, analyzing two of the authors' unexplained important findings, I illustrate the mental-attention model's explanatory power. Multivariate methodology that varies developmental, task differences, and individual differences is recommended.

A 'self-refutation argument' is any argument which aims at showing that a certain thesis is self-refuting. This study was the first book-length treatment of ancient self-refutation and provides a unified account of what is distinctive in the ancient approach to the self-refutation argument, on the basis of close philological, logical and historical analysis of a variety of sources. It examines the logic, force and prospects of this original style of argumentation within the context of ancient philosophical debates, dispelling various misconceptions (...) concerning its nature and purpose and elucidating some important differences which exist both within the ancient approach to self-refutation and between that approach, as a whole, and some modern counterparts of it. In providing a comprehensive account of ancient self-refutation, the book advances our understanding of influential and debated texts and arguments from philosophers like Democritus, Plato, Aristotle, Epicurus, the Stoics, the Academic sceptics, the Pyrrhonists and Augustine. (shrink)

Scholarly dissatisfaction with Aristotle’s fallacy of accident has traditionally focused on his examples, whose compatibility with the fallacy’s definition has been doubted time and again. Besides a unified account of the fallacy of accident itself, the paper provides a formalized analysis of its several examples in Aristotle’s Sophistici elenchi. The most problematic instances are dealt with by means of an internal reconstruction of their features as conveyed by Aristotle’s text and an extensive survey of their interpretation in the Byzantine and (...) Latin exegetical tradition. Carefully handled a doxographical approach, as opposed to rapid results oriented practices, proves to be most effective in that it supplies both useful albeit ordinarily overlooked insights and a comprehensive framework of reference for further investigations. (shrink)