La difusión científica en la Universidad Nacional de Córdoba. Las publicaciones periódicas en el quinquenio 2000-2004.

In a recent paper, Erasmus et al. (2021) defend the idea that the ambiguity of the term “explanation” in explainable AI (XAI) can be solved by adopting any of four different extant accounts of explanation in the philosophy of science: the Deductive Nomological, Inductive Statistical, Causal Mechanical, and New Mechanist models. In this chapter, I show that the authors’ claim that these accounts can be applied to deep neural networks as they would to any natural phenomenon is mistaken. I also (...) provide a more general argument as to why the notion of explainability as it is currently used in the XAI literature bears little resemblance to the traditional concept of scientific explanation. It would be more fruitful to use the label “understandable AI” to avoid the confusion that surrounds the goal and purposes of XAI. In the second half of the chapter, I argue for a pragmatic conception of understanding that is better suited to play the central role attributed to explanation in XAI. Following De Regt (2017) and Kuorikoski and Ylikoski (2015), the conditions of satisfaction for understanding an ML system are fleshed out in terms of an agent’s success in using the system. (shrink)

El uso de sistemas de machine learning en los procesos de selección laboral ha sido de gran utilidad para agilizarlos y volverlos más eficientes, pero al mismo tiempo ha generado problemas en términos de equidad, confiabilidad y transparencia. En este artículo comenzamos explicando los diferentes usos de la Inteligencia Artificial en los procesos de selección laboral en Estados Unidos. Presentamos los sesgos sexuales y raciales que han sido detectados en algunos de ellos y explicamos los obstáculos jurídicos y prácticos para (...) su detección y análisis. Un posible remedio jurídico a la discriminación algorítmica es el régimen de impacto diferencial sistémico utilizado en Estados Unidos. Usamos algunas características de este régimen para señalar los vacíos jurídicos frente a la discriminación en el acceso al empleo en el ámbito del derecho laboral colombiano, y ofrecemos algunas características generales que podría tener un régimen de esa naturaleza. (shrink)

Dentro de la academia los estudios sobre el juego suelen ser marginados o subestimados como cuestiones secundarias al pensamiento, o como espacios de discusión dirigidos solamente al ocio contemplativo. Sin embargo, en oposición a este tipo de inferencias nos dedicaremos enteramente a reivindicar el papel del juego como fenómeno existencial fundamental en la pregunta por el ser y su relación con el mundo. En el presente trabajo propondremos un cruce lúdico y metafísico entre dos reconocidos pensadores: Carlos Astrada, filósofo argentino, (...) y Eugen Fink, filósofo alemán. Ambos autores comparten la herencia heideggeriana que pondrán en discusión y que servirá como hilo conductor del diálogo teórico sobre el carácter ontológico del juego. (shrink)

El siguiente trabajo parte del análisis de dos obras literarias que vieron su aparición en el Siglo XXI: Historia de los abuelos que no tuve, de Ivan Jablonka, y El gueto interior, de Santiago Amigorena, dos novelas que toman como eje temático y vertebrador de las narraciones la búsqueda e indagación del pasado reciente a través de dos historias de vida que guardan una profunda conexión con los hechos acontecidos durante el Holocausto. El objetivo es abordar y analizar la construcción (...) de la voz narrativa en cada una de las obras propuestas a partir de su articulación con la figura del silencio. En la obra de Jablonka, se observa, hay una identificación entre el narrador y sus abuelos paternos, mecanismo que se despliega al anular toda inconsistencia o vacío memorial; el silencio dejado por Mates e Idesa es el silencio de su nieto. Por su parte, en el relato de Amigorena, la voz del narrador toma distancia respecto a los acontecimientos al adoptar un punto de vista externo; a la vez que ficcionaliza la historia de su abuelo Vicente y la envuelve de un silencio absoluto e impotente, deja entrever que ese silencio desolador que atraviesa su historia familiar puede ser resignificado desde el presente. (shrink)

International research enrolling human subjects has raised an ethical concern regarding the just distribution of benefits between the countries that design the research and the host communities. Although several universal declarations have expressed this concern, a gap between theory and practice continues to exist, as well as a significant divergence between the design of the research protocol and the social context where it will be implemented. Although institutional review boards have made a valuable effort to evaluate international research, their sensitivity (...) to the just sharing of research benefits as well as their attention to the social context must be evaluated. This article analyzes the distribution of benefits in a review of international research in Mexico and produces an ethical reflection based on the results. (shrink)

Most non-human animals live in the wild and it is probable that suffering predominates in their lives due to natural events. Humans may at some point be able to engage in paradise engineering, or the modification of nature and animal organisms themselves, to improve the well-being of wild animals. We may, in other words, make nature 'red in tooth and claw' no more. We argue that this creates a tension between environmental ethics and animal ethics which is likely insurmountable. First, (...) we argue that concern for the environment can be compatible with helping individual wild animals but should see redesigning nature as morally impermissible. Second, we argue that if we are concerned with animal well-being, we may reject that we have a duty to help wild animals even to the point of redesigning nature, but we must nevertheless concede that it is permissible to do so under certain circumstances. We show how this permissibility can be derived from three animal rights views: Tom Regan's, a novel account inspired by Thomas Pogge and a libertarian approach to animal rights. (shrink)

The poverty of stimulus argument is one of the most controversial arguments in the study of language acquisition. Here we follow previous approaches challenging the assumption of impoverished primary linguistic data, focusing on the specific problem of auxiliary (AUX) fronting in complex polar interrogatives. We develop a series of corpus analyses of child-directed speech showing that there is indirect statistical information useful for correct auxiliary fronting in polar interrogatives and that such information is sufficient for distinguishing between grammatical and ungrammatical (...) generalizations, even in the absence of direct evidence. We further show that there are simple learning devices, such as neural networks, capable of exploiting such statistical cues, producing a bias toward correct AUX questions when compared to their ungrammatical counterparts. The results suggest that the basic assumptions of the poverty of stimulus argument may need to be reappraised. (shrink)

Interest in ethical leadership from academics and practitioners has grown enormously in recent years. This article addresses this literature through a framework that identifies three interlocking questions. First, who are ethical leaders and what are their characteristics? Second, how do ethical leaders do what they do? Third, why do leaders do as they do and what are the outcomes of ethical leadership? Different dimensions to ethical leadership are examined and presented as three interlocking circles; Virtues, Purposes and Practices. This framework (...) presents an integrated approach to ethical leadership and argues that future research take this holistic framework and apply it to different sectors or contexts. (shrink)

Most nonhuman animals live on the terms imposed on them by human beings. This condition of being under the mastery of another, or domination, is what republicanism identifies as political unfreedom. Yet there are several problems that must be solved in order to successfully extend republicanism to animals. Here I focus on the question of whether freedom can be a benefit for individuals without a free will. I argue that once we understand the grounds that make freedom a desirable property (...) of choices, we can see how it is appropriate to predicate it of those made by any sentient agent. (shrink)

This article examines the problems that research ethics confronts in developing countries and the impact that research in developing countries has had on research ethics. In order to show this it analyzes the first paradigmatic cases that gave rise to the ‘classic’ analysis of research ethics. Hence, in this article, many of the ethical concerns apply wherever research is conducted and are not particular to developing countries. Secondly, the article describes the complex process of research by analyzing different research actors (...) and their interests in the current research process. Thirdly, it sketches some of the recent cases that have prompted fierce ethical debate surrounding research in developing countries. (shrink)

Wild animals probably have net negative lives. Christine Korsgaard rejects the view that we might engineer paradise by redesigning nature and animals so that they have the best possible existences. She believes the genetic changes required would not be identity-preserving, thereby causing animals to cease to exist. I argue, first, that paradise engineering is permissible. Many harms are caused by non-sentient natural entities and processes. Moreover, sentient animals can survive modifications compatible with their psychological persistence over time. Second, we are (...) required to re-engineer nature in order to satisfy animals' right to the resources necessary for a reasonable life. (shrink)

In this article I examine several criticisms of the concept of vulnerability. Rather than rejecting the concept, however, I argue that a sufficiently rich understanding of vulnerability is essential to bioethics. The challenges of international research in developing countries require an understanding of how new vulnerabilities arise from conditions of economic, social and political exclusion. A serious shortcoming of current conceptions of vulnerability in research ethics is the tendency to treat vulnerability as a label fixed on a particular subpopulation. My (...) paper examines the role of this “label” metaphor in current statements of research ethics. In contrast to this prevailing “label” metaphor, my own positive account of vulnerability develops a dynamic way of understanding the structure of the concept of vulnerability based on the idea of “layers of vulnerability.” I examine several cases involving women, as they are sometimes labeled as a vulnerable population and sometimes not. My analysis demonstrates the essential role of this revised concept of vulnerability in bioethics and research ethics. (shrink)

Nonhuman animals are unable to exert any direct control over the functioning of democratic institutions –the decisions of which, nevertheless, have a pervasive impact on their lives. Their interests are therefore likelier to be set back or unfairly discounted, and their choices are more vulnerable to arbitrary interference. Because of this, some authors have suggested that we ought to redesign our political institutions so that they are more responsive to the interests of animals. We argue that this strategy fails to (...) address the root of the problem, which is animals’ lack of robust political agency. We defend that, should it become technologically feasible, we have a pro tanto obligation, derived from the values that underpin democracy, to uplift, or radically enhance, the political agency of nonhuman animals, so that they can better participate in mass democratic politics, express their interests as they see them, self-organise to defend them, and hold their representatives accountable. Finally, we explain how our argument manages to resist the most important objections against animal enhancement and, in some cases, it does so better than alternative proposals based on the value of animal well-being. (shrink)

On expectation, most wild animals have lives of net suffering due to naturogenic causes. Some have claimed that concern for their well-being gives us reasons to intervene in nature on their behalf. Against this, it has been said that many interventions to assist wild animals would be wrong, even if successful, because they would violate their freedom. According to the Freedom-based Approach I defend in this paper, this view is misguided. Concern for wild animal freedom does indeed gives us reasons (...) to secure these animals against control-undermining interferences, but also to intervene in nature in order to enrich their choices. (shrink)

El artículo analiza algunas problemáticas centrales de la literatura caribeña, en particular de expresión francófona y anglófona, relacionadas, por un lado, con la falta de desarrollo y el funcionamiento colonial de sus sistemas literarios, y, por el otro, con el problema social, económico y político de la emigración en las Antillas. Como propongo, es la misma condición migrante de la literatura caribeña, en tanto sistema atravesado por el desplazamiento masivo de sus productores, la que en gran parte determina sus motivaciones (...) e intereses, enfocados a la identidad regional (y a la cultura regionalista) de modo recurrente. El artículo indaga, entre otros lugares-comunes (Glissant) del discurso literario caribeño, su estética geográficamente marcada que es enunciada aun desde un locus migrante (distante) con fines descolonizadores, los cuales se vinculan con la tradición anticolonialista, masculina y de sesgo militante del siglo pasado. Luego de una revisión de este legado a partir de dos aproximaciones críticas (Tinsley, Condé), se lee una serie de textos donde se observa la persistencia de la geoestética antillana, como A Small Place de Jamaica Kincaid, los cuales se apropian creativamente del discurso turístico desde una perspectiva geopolítica de resistencia a las dominaciones aún coloniales. (shrink)

RESUMENEste trabajo describe y analiza el libro de Roberto Augusto En defensa del ateísmo, publicado en 2012 por la editorial Laetoli de Pamplona (Colección «Libros abiertos»). La lectura de este libro, de indiscutible valor intelectual y claridad expositiva, induce de modo difícil de evitar a una reflexión personal. Más allá de una defensa del ateísmo, y de un alegato contra la religión (casi en exclusiva, la cristiana), razonado y razonable, el libro lleva al lector al planteamiento de la pregunta por (...) la más grave de todas las cuestiones filosóficas, la «costa de la metafísica», y ello desde una perspectiva personal. Es lo que he tratado de plasmar en mis reflexiones, que no suponen tanto una crítica de la obra cuanto un intento de prolongar su meditación.PALABRAS CLAVEATEÍSMO, FILOSOFÍA DE LA RELIGIÓN, CREENCIA, ROBERTO AUGUSTOABSTRACTThis note describes and analyzes the book by Roberto Augusto En defensa del ateísmo (Laetoli: Pamplona, 2012). The reading of this undoubtedly clear and valuable book results in a hardly avoidable personal reflexion. Besides offering a defence of atheism and a reasonable and wellreasoned denounce of religion (although almost exclusively focused on the Christianity), the book leads the reader to the most fundamental philosophical questions, and this from a personal perspective. These reflexions are not as much a criticism of the theses of the book as an attempt to prolong the discussion.KEYWORDSATHEISM, PHILOSOPHY OF RELIGION, BELIEF, ROBERTO AUGUSTO. (shrink)

The Ancient Age introducesuncountless problems to the specialists of the same one. On one hand, wehave problems related with the direct sources, and, for other, with the indirectsources. Same Plato points out, in the Letter VII, that his dialogues don’tcontain the fundamental teachings, but it belon..

It is widely assumed that language in some form or other originated by piggybacking on pre-existing learning mechanism not dedicated to language. Using evolutionary connectionist simulations, we explore the implications of such assumptions by determining the effect of constraints derived from an earlier evolved mechanism for sequential learning on the interaction between biological and linguistic adaptation across generations of language learners. Artificial neural networks were initially allowed to evolve “biologically” to improve their sequential learning abilities, after which language was introduced (...) into the population. We compared the relative contribution of biological and linguistic adaptation by allowing both networks and language to change over time. The simulation results support two main conclusions: First, over generations, a consistent head-ordering emerged due to linguistic adaptation. This is consistent with previous studies suggesting that some apparently arbitrary aspects of linguistic structure may arise from cognitive constraints on sequential learning. Second, when networks were selected to maintain a good level of performance on the sequential learning task, language learnability is significantly improved by linguistic adaptation but not by biological adaptation. Indeed, the pressure toward maintaining a high level of sequential learning performance prevented biological assimilation of linguistic-specific knowledge from occurring. (shrink)

“Vulnerability” is a key concept for research ethics and public health ethics. This term can be discussed from either a conceptual or a practical perspective. I previously proposed the metaphor of layers to understand how this concept functions from the conceptual perspective in human research. In this paper I will clarify how my analysis includes other definitions of vulnerability. Then, I will take the practical‐ethical perspective, rejecting the usefulness of taxonomies to analyze vulnerabilities. My proposal specifies two steps and provides (...) a procedural guide to help rank layers. I introduce the notion of cascade vulnerability and outline the dispositional nature of layers of vulnerability to underscore the importance of identifying their stimulus condition. In addition, I identify three kinds of obligations and some strategies to implement them. This strategy outlines the normative force of harmful layers of vulnerability. It offers concrete guidance. It contributes substantial content to the practical sphere but it does not simplify or idealize research subjects, research context or public health challenges. (shrink)

According to Bronislaw Baczko, utopias may be considered as different forms—they are not linked to any precise literary genre—of critique of social reality and the quest for alternatives. Some consist of a detailed description of a new social order, whereas others confine themselves to an overall design, which solely defines a series of values and principles. They all contain an ideal of perfection: a utopian view of the world always stems from the awareness of a breach between what must be (...) and social reality, which is deemed to be in crisis and dominated by evil. There is, thus, no utopia without an ideal opposed to reality. That said, idealized as they may be, utopias do allow such reality to cease to be deemed.. (shrink)

Se trata de la reseña bibliográfica del libro de Emmanuel Biset et. al., Sujeto, una categoría en disputa.

Explanation and understanding are intimately connected notions, but the nature of that connection has generally not been considered a topic worthy of serious philosophical investigation. Most authors have avoided making reference to the notion of understanding in their accounts of explanation because they fear that any mention of the epistemic states of the individuals involved compromises the objectivity of explanation. Understanding is a pragmatic notion, they argue, and pragmatics should be kept at a safe distance from the universal features of (...) explanation. My main contention in this dissertation is that there is a sense in which it is meaningful and useful to talk about objective understanding, and that to characterize this notion it is necessary to formulate an account of objective explanation that makes reference to the beliefs and epistemic goals of the participants in a cognitive enterprise. ;My account of explanation is based on the belief-doubt model of inquiry first proposed by Peirce. Using the tools provided by decision theory, and the models of belief revision developed by Isaac Levi and by Alchourron, Gardenfors, and Makinson, I analyze the objective and pragmatic conditions that a piece of information must fulfill to be both explanatory and epistemically useful to an inquiring agent. The objective basis for an explanation is provided by the relation of probabilistic relevance that the fact described by the explanans bares to the fact described by the explanandum. But an explanation is much more than its foundation. As an epistemological notion, a potential explanation can only be a bona fide explanation if it becomes part of inquiry, that is, if an agent or a group of agents can see any value in it for their cognitive purposes. I provide a way to evaluate an explanation in terms of its credibility, its content, and its explanatory value. I argue that although an objective measure of the credibility and content of an explanation can be established, in many cases a complete determination of its explanatory value will ultimately depend on the interests and goals of the individual inquirers. (shrink)

Interpersonalist theories of testimony have the theoretical virtue of giving room to the characteristic interpersonal features of testimonial exchange among persons. Nonetheless, it has been argued that they are at a serious disadvantage when it comes to accounting for the way in which testimonial beliefs may be epistemically justified. In this paper, we defend the epistemological credentials of interpersonalism, emphasizing that it is inseparable from the acceptance of non-evidential epistemic reasons to believe, which demands proper conceptual elaborations on the notions (...) of epistemic reasons and of epistemic justification. We offer a proper reading of epistemic reason, and we defend non-purism on justification as the adequate way to conceive the epistemic proposal of interpersonalism on testimony, realizing that only this combination is capable of apprehending certain cases in which there seems to be no way to rule out the idea that the assurance offered by the testifier offers an epistemic reason to believe that it is not evidential. (shrink)

It is widely assumed that language in some form or other originated by piggybacking on pre-existing learning mechanism not dedicated to language. Using evolutionary connectionist simulations, we explore the implications of such assumptions by determining the effect of constraints derived from an earlier evolved mechanism for sequential learning on the interaction between biological and linguistic adaptation across generations of language learners. Artificial neural networks were initially allowed to evolve “biologically” to improve their sequential learning abilities, after which language was introduced (...) into the population. We compared the relative contribution of biological and linguistic adaptation by allowing both networks and language to change over time. The simulation results support two main conclusions: First, over generations, a consistent head-ordering emerged due to linguistic adaptation. This is consistent with previous studies suggesting that some apparently arbitrary aspects of linguistic structure may arise from cognitive constraints on sequential learning. Second, when networks were selected to maintain a good level of performance on the sequential learning task, language learnability is significantly improved by linguistic adaptation but not by biological adaptation. Indeed, the pressure toward maintaining a high level of sequential learning performance prevented biological assimilation of linguistic-specific knowledge from occurring. (shrink)

En su sitio de Facebook, llamado “Fantasmas del Cordobazo”, Sebastián Cánepa, actualiza, por medio de la superposición de imágenes pasadas y presentes, la insurrección popular en las calles cordobesas. Aflora un tiempo superpuesto, condensado que se vuelve nítido con el contraste entre el color y las formas de las fotos actuales y el blanco y negro del año 69.

This essay examines the construction of a symbolic figure who has worked to support the reordering of power relationships. It is the invention of a foreign enemy, Islamic radicalism from which United States has served its objectives of establishing a new hegemony. Since the terrorist threat, has extended a speech level that adulterated and showed us a world divided into two opposite poles: a virtuous and civilized axis that is forced to attack to defend itself, and a barbaric and evil (...) axis that threatens global security. But this process is fraudulent, that has been able to violate international law, has a political, historical and economic issues should be unmasked. (shrink)

The goal of this paper is to show how culture – shared norms and values – is challenged and used to facilitate cooperative behavior within the context of farmer field schools (FFS) in central Luzon, Philippines. The success of the FFS is primarily associated with cultural norms that encourage experiential and collective learning and eventually lead to the adoption of integrated pest management (IPM) methods among the farmers. The study was conducted in central Luzon, the rice granary region of the (...) Philippines, from 1992 to 1995 and again in 1999. Both qualitative and quantitative research methods were employed. Results indicate that a keen understanding of Filipino culture and values is essential if FFS is to be successful and if farmers are to successfully learn and practice IPM. (shrink)

In this paper I argue that the search for explainable models and interpretable decisions in AI must be reformulated in terms of the broader project of offering a pragmatic and naturalistic account of understanding in AI. Intuitively, the purpose of providing an explanation of a model or a decision is to make it understandable to its stakeholders. But without a previous grasp of what it means to say that an agent understands a model or a decision, the explanatory strategies will (...) lack a well-defined goal. Aside from providing a clearer objective for XAI, focusing on understanding also allows us to relax the factivity condition on explanation, which is impossible to fulfill in many machine learning models, and to focus instead on the pragmatic conditions that determine the best fit between a model and the methods and devices deployed to understand it. After an examination of the different types of understanding discussed in the philosophical and psychological literature, I conclude that interpretative or approximation models not only provide the best way to achieve the objectual understanding of a machine learning model, but are also a necessary condition to achieve post hoc interpretability. This conclusion is partly based on the shortcomings of the purely functionalist approach to post hoc interpretability that seems to be predominant in most recent literature. (shrink)

In this article I focus on two issues concerning bioethics in Argentina: reproductive health and ethics in research. Although these topics are quite dissimilar, they share a particular feature: their special relationship with context.

In this article, the authors focus on Argentina's activity in the developing field of regenerative medicine, specifically stem cell research. They take as a starting point a recent article by Shawn Harmon (published in this journal) who argues that attempts to regulate the practice in Argentina are morally incoherent. The authors try to show first, that there is no such ‘attempt to legislate’ on stem cell research in Argentina and this is due to a number of reasons that they explain. (...) Second, by examining the role played by different values, conflicting legal and moral views, and the influence of various actors, they attempt to show that the legislative silence regarding stem cell research may not necessarily be a manifestation of a legal/moral disconnection but rather a survival strategy for navigating the long and heated battle on the moral status of the embryo and the kind of treatment it deserves. (shrink)

To verify the occurrence of a singular instance of testimonial injustice three facts must be established. The first is whether the hearer in fact has an identity prejudice of which she may or may not be aware; the second is whether that prejudice was in fact the cause of the unjustified credibility deficit; and the third is whether there was in fact a credibility deficit in the testimonial exchange. These three elements constitute the facts of the matter of testimonial injustice. (...) In this essay we argue that none of these facts can be established with any degree of confidence, and therefore that testimonial injustice is an undetectable phenomenon in singular instances. Our intention is not to undermine the idea of testimonial injustice, but rather to set limits to what can be justifiably asserted about it. According to our argument, although there are insufficient reasons to identify individual acts of testimonial injustice, it is possible to recognize recurrent patterns of epistemic responses to speakers who belong to specific social groups. General testimonial injustice can thus be characterized as a behavioral tendency of a prejudiced hearer. (shrink)