The literature addressing bias and fairness in AI models (fair-AI) is growing at a fast pace, making it difficult for novel researchers and practitioners to have a bird’s-eye view picture of the field. In particular, many policy initiatives, standards, and best practices in fair-AI have been proposed for setting principles, procedures, and knowledge bases to guide and operationalize the management of bias and fairness. The first objective of this paper is to concisely survey the state-of-the-art of fair-AI methods and resources, (...) and the main policies on bias in AI, with the aim of providing such a bird’s-eye guidance for both researchers and practitioners. The second objective of the paper is to contribute to the policy advice and best practices state-of-the-art by leveraging from the results of the NoBIAS research project. We present and discuss a few relevant topics organized around the NoBIAS architecture, which is made up of a Legal Layer, focusing on the European Union context, and a Bias Management Layer, focusing on understanding, mitigating, and accounting for bias. (shrink)

La invocación a la diosa Venus en el proemio al libro primero del De rerum natura es uno de los más memorables en la historia de la literatura, así como uno de los más inquietantes en la historia de los textos que niegan todo influjo divino en los asuntos humanos. El presente trabajo busca hallar en la presencia de la diosa Venus a lo largo de todo el poema una dimensión ordenadora que la distinguiría de cualquier entidad divina tradicional. Proponemos, (...) pues, que nuestra diosa personifica el _ordenamiento_ de la naturaleza y la reintegración del orden social al orden natural. El _filósofo_ Lucrecio, en su lucha contra la divinidad, presenta a Venus como un elemento que expresa una racionalización del universo en términos políticos. Para sustentar nuestra hipótesis, hemos accedido al latín de Lucrecio para identificar en él conceptos de la política romana asociados indiscutiblemente al gobierno de la naturaleza, que nuestra diosa preside. (shrink)

This paper deals with causal analysis in the social sciences. We first present a conceptual framework according to which causal analysis is based on a rationale of variation and invariance, and not only on regularity. We then develop a formal framework for causal analysis by means of structural modelling. Within this framework we approach causality in terms of exogeneity in a structural conditional model based which is based on (i) congruence with background knowledge, (ii) invariance under a large variety of (...) environmental changes, and (iii) model fit. We also tackle the issue of confounding and show how latent confounders can play havoc with exogeneity. This framework avoids making untestable metaphysical claims about causal relations and yet remains useful for cognitive and action-oriented goals. (shrink)

Las cada vez más álgidas investigaciones en torno a la naturaleza de la conciencia contrastan con una pérdida de interés en la noción de vida o en la delimitación conceptual de un organismo vivo. También contrastan, bien para refutar o adherirse, con la asunción de un modelo racional acabado y matemático del mundo reflejado en el predominio de propiedades medibles por sobre cualidades más sensibles de las cosas. El tratamiento del placer y la conciencia en Aristóteles y Husserl parece restaurar (...) y subvertir, respectivamente, modelos relegados y no tan relegados: en el primer caso, la noción de vida y actividad; en el segundo, el esquema de una razón teórica neutral. (shrink)

En muchas lenguas las cláusulas adverbiales iniciales presentan una repetición del predicado de la oración anterior, lo que se conoce como enlace tail-head. Este trabajo busca describir las construcciones de eth del quichua santiagueño de acuerdo con dos parámetros: a) el grado de solapamiento semántico entre los predicados de la construcción de eth, y b) el grado de integración eventiva de la adverbial inicial con la cláusula principal. El primer parámetro permite identificar construcciones verbatim –con repetición exacta del verbo anterior– (...) y no verbatim –sin repetición exacta–. El segundo parámetro se manifiesta en la forma que adopta la cláusula “cabeza”. Así, se identificaron, por un lado, una forma converbal y, por el otro, cláusulas con los sufijos del sistema de conmutación de la referencia. La interacción entre estos dos parámetros muestra que las diferentes construcciones de eth poseen diversas funciones discursivas, en particular para la coherencia temática. (shrink)

Resumen: En muchas lenguas las cláusulas adverbiales iniciales presentan una repetición del predicado de la oración anterior, lo que se conoce como enlace tail-head. Este trabajo busca describir las construcciones de eth del quichua santiagueño de acuerdo con dos parámetros: a) el grado de solapamiento semántico entre los predicados de la construcción de eth, y b) el grado de integración eventiva de la adverbial inicial con la cláusula principal. El primer parámetro permite identificar construcciones verbatim -con repetición exacta del verbo (...) anterior- y no verbatim -sin repetición exacta-. El segundo parámetro se manifiesta en la forma que adopta la cláusula “cabeza”. Así, se identificaron, por un lado, una forma converbal y, por el otro, cláusulas con los sufijos del sistema de conmutación de la referencia. La interacción entre estos dos parámetros muestra que las diferentes construcciones de eth poseen diversas funciones discursivas, en particular para la coherencia temática.: In many languages preposed adverbial clauses repeat the previous verb or predicate, which phenomenon has been termed tail-head linkage. This paper aims to describe THL constructions in Santiagueño Quichua according to two parameters: a) the degree of semantic overlap between the predicates of the THL constructions, and b) the degree of event integration of the preposed adverbial with its main clause. The first parameter allows the identification of verbatim constructions -with exact repetition of the previous predicate- and non verbatim constructions -without exact repetition-. The second parameter manifests itself in the form the head clause might adopt, where it is a converb or it takes switch reference suffixes. The interplay of both parameters shows that the different THL constructions possess diverse discourse functions, particularly regarding thematic coherence. (shrink)

El objetivo de este artículo es a nalizar el Dialogo Social y el Tripartismo en Venezuela, explanando los distintos elementos que conforman cada uno de estos conceptos, al mismo tiempo se presentan los antecedentes del proceso de diálogo social y tripartismo en Venezuela. La metodología utilizada se encuentra enmarcada en una investigación tipificada como aplicada, documental y descriptiva, se tipificó el diseño de la investigación bibliográfico, las técnicas e instrumentos de recolección de datos utilizados fueron la selección y verificación de (...) documentación escrita. De los resultados se desprende que las funciones del dialogo social, pueden observarse desde distintas perspectivas, para lograr consensos, para a través de la discusión puedan evitarse situaciones de conflicto, para debatir en torno a temas vinculados a lo económico, laboral y social. Hoy en día en la Ley Orgánica del Trabajo, los trabajadores, y las trabajadoras queda excluida la participación de la Comisión Tripartita Nacional, y por ende, toda intervención en la toma de decisiones o recomendaciones en virtud de la fijación del salario minino. Es la razón por la cual, se sostiene el hecho de que son necesarios estos mecanismos de concertación para crear una sociedad justa y democrática. (shrink)

This text is an artistic political friction and therefore its intention is to be a manifesto. It follows Donna Haraway’s thought in its character of situated experience and knowledge, the narrative voice is of the singular creatures that question the interactions with the earth as soil and the plants, as well as the hybrids and the grafts in their contradictions and liminal character in the history of agricultural technology and of the domestication of the earth/soil. It is an approach to (...) the notion nosótrica of the earth/soil, coming from the language Tojol’ab’al of the Indigenous people of Mexico and the meaning of knowing how to listen, studied by Carlos Lenkersdorf. (shrink)

Causal analysis in the social sciences takes advantage of a variety of methods and of a multi-fold source of information and evidence. This pluralistic methodology and source of information raises the question of whether we should accordingly have a pluralistic metaphysics and epistemology. This paper focuses on epistemology and argues that a pluralistic methodology and evidence don’t entail a pluralistic epistemology. It will be shown that causal models employ a single rationale of testing, based on the notion of variation. Further, (...) I shall argue that this monistic epistemology is also involved in alternative philosophical theories of causation. (shrink)

In 1964, the young Walter Kasper (born in 1933) was granted by the Faculty of Catholic Theology at Tübingen the licence to teach dogmatic theology on the basis of a thesis on Philosophie und Theologie der Geschichte in der Spätphilosophie Schellings (Philosophy and Theology of History in Schelling’s Late Philosophy). Kasper’s interest in Schelling, himself a student at the Evangelisches Stift at Tübingen, thus originated in the context of his university studies in the school of J.R. Geiselmann and developed in (...) parallel with his theological education. For this reason, it is impossible to form a correct idea of Kasper and his whole theology unless one is willing to take into account this background, not least because he himself has always consciously and forcefully recognised this fact and seen in it his own centre of gravity. Kasper’s work and thought were shaped in a lasting manner during his university years. In fact, his entire academic oeuvre has been nurtured from this fecund origin so much so that he became one of the most well known names associated with the Catholic school at Tübingen to which he gave a new, creative impulse having himself been profoundly inspired by it. ‘He always emphasised his own roots not only as a teacher of theology and a member of the teaching faculty of this institution, but also as bishop’ and cardinal. The principal intention of the present article is precisely this: to return to this beginning and elucidate these decisive years for Kasper in broad outline by way of a relecture and interpretation of his book on The Absolute in History and the particular manner in which he interpreted the so-called second Schelling, an author whom he approached in the wake of Walter Schulz and at practically the same time as Xavier Tilliette. The analysis will subsequently move on into the more properly theological field. (shrink)

Sentido ontológico de la paz. -- Sé lo que eres. -- Univresidad, humanidades, humanismo. -- Luces de Heráclito el oscuro. -- Bergson : psicología, moral, religión. -- Tolstoi, un hombre humanizado. -- Porras : el hombre venicó al ministro.

Facing the progress of science and technology, Hans Jonas believes that traditional ethical theories are insufficient to guide the actions of contemporary man. To formulate his own theory, the philosopher takes as its basis the responsibilities of parents towards their children and the one the public man has in relation with his community. Despite their differences, these forms of liability are intertwined and complementary. Then arise in jonas' theory the concepts of wholeness, continuity and future, which will cover following the (...) thinking of the philosopher. (shrink)

I offered the title for this paper before family separations were on the news, before the president had brought attention to the exodus of migrants, and before the government shutdown in response to the request of billions of dollars to build a border wall.1 I had no idea how common immigration would be in everyday conversation. By the time you read this, I am sure there will be other worrisome news. Perhaps we will still be thinking about immigration, or we (...) might have moved on.I have been intrigued, however, as to what this intensified public discussion of the threats of immigration reveals about the self-image of the United States, and the racial and religious ideas that undergird that... (shrink)

Desde la Antigüedad hasta nuestros días, los historiadores de la filosofía han criticado, reformulado y asentido a diversas tesis en torno a las implicaciones que ha tenido la categoría de naturaleza en el pensamiento de los filósofos -y filósofas- antiguos, medievales y modernos. A pesar de las dificultades que implica una investigación históricamente tan extensa, lo que resulta evidente de la categoría de naturaleza es su carácter plurívoco, ya que el concepto, en tanto categoría filosófica, ha sufrido múltiples transformaciones con (...) el paso del tiempo. En el presente trabajo, se intentará echar luz sobre dichas transformaciones en el marco de una perspectiva histórica y filosófica. (shrink)

En el presente artículo nos enfocare-mos en desarrollar las concepciones antropológicas de dos autores renacen-tistas: Marsilio Ficino y Giovanni Pico della Mirandola. En este sentido, nuestro recorrido parte de las lectu-ras propias de diversas obras de ambos autores, pero prestando especial interés en De vita libri tres de Ficino y en Oratio de hominis dignitate de Pico. En ellas nuestros autores destacan la importancia de una concep-ción antropológica regida por los ideales humanistas del Renacimiento y cómo éstas son atravesadas por (...) di-versas categorías paganas en general y herméticas en particular. Así pues, nuestro trabajo tendrá dos objetivos principales, por un lado desarrollar las concepciones antropológicas de ambos autores expuestas en las obras antes mencionadas; y por otro, demostrar cómo aun partiendo de las mismas categorías de análisis –copula mundi and magnum miraculum–, nuestros autores pueden arribar a concepciones del hombre disímiles entre sí; a saber, el hombre como microcosmos en la filosofía ficiniana y el hombre en tanto indeterminación en el pensamiento piquiano. (shrink)

The text deals with the links bet ween the scientific ideal and the methodological conceptions in research. It ar gues how the ideal of simplification corresponds with disciplinary methodologies that fix and control reality to keep it in a positive state, identified from an external power; on the co..

Ta king ad van ta ge of the ins pi ra tion that Je sús Iba ñez of fers, four teen years from his death -with his cri ti cal so cio logy of ur ban every - day-life, his ra di cal re fle xi vism, res pon si ble for the irre ver si ble “re turn” of the sub ject, and his pro po sals in the field of..

A partir de telhas velhas imersas na paisagem da floresta da Ecovila Terra Una e de enciclopédias também velhas que um morador queria se desfazer, imaginei uma estrutura feita pelo encadeamento de ambas. Telhas e livros, nesta composição, dão liga, uns aos outros, e mantem tudo entrelaçado se auto sustentando, provisoriamente. Penso: tanto as telhas quanto as enciclopédias, cada qual do seu lugar, causam um certo ruído na paisagem da floresta, que tem a ver com a afirmação de uma presença (...) humana. Dão a ver um certo confronto ou o impasse entre habitar fazendo parte deste todo e / ou o não se sentir fazendo parte (mesmo que talvez em algum momento, talvez mítico, se fizesse) e a tentativa de fazer uso deste lugar interferindo o menos possível. (shrink)

La morte dell'uomo come metafora dello sradicamento ontologico -- Partecipazione e sradicamento : la morte come rottura della comunione intersoggettiva -- L'amore come apertura alla dimensione partecipativa : in cammino verso la salvezza.

We study rigidity properties of linearly ordered sets (chains) under automorphisms, embeddings, epimorphisms, and endomorphisms. We focus on two main cases: dense subchains of the real numbers, and uncountable dense chains of higher regular cardinalities. We also give a Fraenkel‐Mostowski model which illustrates the role of the axiom of choice in one of the key proofs.

We introduce the concept of "organizational terrorism" to describe dysfunctional leaders who are abusive and who treat organizational members with contempt and disregard. After identifying the moral duties of leaders in organizations, we explain how organization members respond to their dissatisfaction with organizations through Exit, Voice, Loyalty, or Neglect. We explain why exercising voice is the most effective moral choice in dealing with dysfunctional leaders.

This paper is the result of reflections inspired by observing and participating in dancing sessions with children. Our experience of the latter led to the production of images that provoked a variety of questions, and invited us to think about the relationships between bodies, dance, and various forms of education. Among these questions were: what clues about the experience of human embodiment are given through observing children’s dance? What can children teach us through participating with them in this performative medium, (...) and what are its implications for education, most especially in light of our observations of children's inventiveness in this regard? Our impressions resonate and find expression in the oeuvre of Gilles Deleuze, Félix Guattari, Michel Foucault, Jan Masschelein and Manoel de Barros. Placing ourselves under their influence, we mobilized our thinking and opened ourselves to the emergent character of their ideas, resulting in what might be called a form of “dancing-writing” in which those two forms of expression interact. This dancing-writing is informed by and imbued with children’s lived experience: step by step, we walked the paths that they opened, recording as best we could their multisensorial approach to the world—gaze, taste, smell, sound, touch, movement. Ours was an experience of research on movement, with movement, in movement. As such, we harbor no intention to present final answers, but rather offer the reader an invitation to think philosophically and childishly. Ours is an invitation to dance with and among the questions which that very dance inspired. (shrink)

How should probabilities be interpreted in causal models in the social and health sciences? In this paper we take a step towards answering this question by investigating the case of cancer in epidemiology and arguing that the objective Bayesian interpretation is most appropriate in this domain.

Questo libro suggerisce d'inserire il nome di Arthur Schopenhauer nella tradizione della filosofia come stile di vita. Sulla scia dei pioneristici lavori di Paul Rabbow, Michel Foucault e soprattutto Pierre Hadot, si argomenta come anche nei libri di Schopenhauer questa tradizione sia viva. In particolare, è negli "Aforismi sulla saggezza della vita", contenuti nei "Parerga e paralipomena", che è possibile trovare traccia di quelle pratiche che Hadot ha proposto di chiamare esercizi spirituali. Ciò che ne emerge è un "altro" Schopenhauer. (...) Non più, non tanto, non solo il grande campione del pessimismo, il negatore della volontà di vita, il filosofo del dolore e della noia. Ma un prezioso suggeritore su come sia possibile vivere una vita se non proprio più felice, certamente il meno infelice possibile. (shrink)

In the science and values literature, scholars have shown how science is influenced and shaped by values, often in opposition to the ‘value free’ ideal of science. In this paper, we aim to contribute to the science and values literature by showing that the relation between science and values flows not only from values into scientific practice, but also from (allegedly neutral) science to values themselves. The extant literature in the ‘science and values’ field focuses by and large on reconstructing, (...) post hoc, how values have influenced science; our reconstruction of the case studies, instead, aims to show that scientific concepts and methods _too, because of specific identifiable characteristics,_ can promote some values rather than (or at the expense of) others. We explain this bidirectional relation in analogy to debates on the normativity of technical artifacts and on feminist approaches in science, and we illustrate our claims with cases from the health sciences and machine learning. While our arguments in this paper also draw on post hoc reconstructions, we intend to show where, in the science in the making, we should engage not only with the question whether a practice is value-laden, but also how specific conceptual and methodological choices can influence values down the road. All in all, these considerations expand the ways in which philosophers can contribute to more value-aware scientific practices. (shrink)

International human rights treaties and declarations lay out the interconnection of civil and political rights with economic, social, and cultural rights. However, it was not until 1993 at the 2nd UN Conference on Human Rights in Vienna that governments agreed that all of women’s rights are an integral part of human rights. Promoting women’s economic, social, and cultural rights is a critical human rights advocacy issue. Poverty leaves women more exposed to violence and less able to escape it, and severely (...) restricts women’s ability to organize and fight for change. The article describes work by AI and other NGOs on violence against women and its connection with women's poverty and lack of education, healthcare, housing, and access to land in Africa. Besides the burgeoning of African women’s organizations calling for protection of all women’s human rights, a second hopeful development has been approval in July 2003 of an historic Protocol on the Rights of women in Africa. (shrink)

Scientific and philosophical literature on causality has become highly specialised. It is hard to find suitable access points for students, young researchers, or professionals outside this domain. This book provides a guide to the complex literature, explains the scientific problems of causality and the philosophical tools needed to address them.