Los sistemas autónomos e inteligentes (A/IS por sus siglas en inglés, en concordancia con el informe del IEEE sobre diseño alineado con la ética) pueden obtener sus conocimientos a través de diferentes procedimientos y de fuentes diversas. Los algoritmos de aprendizaje son neutros en principio, son más bien los datos con los que se alimentan durante el período de aprendizaje que pueden introducir sesgos o una orientación ética específica. El control humano sobre el proceso de aprendizaje es más directo en (...) aprendizaje por demostración, donde las fuentes de datos están restringidas a las elecciones del demostrador (o profesor), pero incluso en las versiones no supervisadas del aprendizaje por refuerzo los sesgos están presentes a través de la definición de la función de recompensa. En este artículo proporcionamos una visión general de los paradigmas de aprendizaje de los sistemas artificiales: métodos supervisados y no supervisados, con los ejemplos más destacados de cada categoría, sin profundizar demasiado en el detalle técnico. Además describimos los tipos de fuentes de datos disponibles actualmente y su uso por la comunidad robótica. También enfatizamos el sesgo que se observa en bases de datos de imágenes y originados por anotación humana. Destacamos una investigación muy reciente sobre sesgo en navegación de robots sociales y finalizamos con una breve reflexión sobre influencia del ambiente sobre futuros robots que aprenden. (shrink)

Should decision-making algorithms be held to higher standards of transparency than human beings? The way we answer this question directly impacts what we demand from explainable algorithms, how we govern them via regulatory proposals, and how explainable algorithms may help resolve the social problems associated with decision making supported by artificial intelligence. Some argue that algorithms and humans should be held to the same standards of transparency and that a double standard of transparency is hardly justified. We give two arguments (...) to the contrary and specify two kinds of situations for which higher standards of transparency are required from algorithmic decisions as compared to humans. Our arguments have direct implications on the demands from explainable algorithms in decision-making contexts such as automated transportation. (shrink)

Composer, conductor, educator, jazz critic, and horn virtuoso, Gunther Schuller here brings together his writings on music. There are numerous articles about jazz, dealing with his favourite figures like Duke Ellington and Ornette Coleman, and also Schuller's concept of the 'Third Stream', the area where jazz and concert music intersect. Other sections deal with the composition and performance of contemporary music, musical education, and musical aesthetics.

This collection of writings by Gunther Schuller--the first composer to be awarded the Elise L. Stoeger Composer's Chair of the Chamber Society of Lincoln Center--provides a marvelous introduction to the man and his extraordinary range of musical experience, taste, and learning. In Part I, "Jazz and the Third Stream," Schuller offers his reflections on jazz, insightful pieces on such figures as Duke Ellington, Cecil Taylor, and Sonny Rollins, and several essays on "the third stream," the genre where jazz and (...) classical music intersect. Part II, "Music Performance and Contemporary Music," includes articles on the art of conducting, the future of opera, the question of a new classicism, and Schuller's own thoughts on his controversial opera The Visitation. The final section, "Music Aesthetics and Education," presents Schuller's reflections on such matters as form, structure, and symbol in music; the need for broadening the audience for quality music; and his vision of the ideal conservatory and the total musician. (shrink)

When two or more people coordinate their actions in space and time to produce a joint outcome, they perform a joint action. The perceptual, cognitive, and motor processes that enable individuals to coordinate their actions with others have been receiving increasing attention during the last decade, complementing earlier work on shared intentionality and discourse. This chapter reviews current theoretical concepts and empirical findings in order to provide a structured overview of the state of the art in joint action research. We (...) distinguish between planned and emergent coordination. In planned coordination, agents' behavior is driven by representations that specify the desired outcomes of joint action and the agent's own part in achieving these outcomes. In emergent coordination, coordinated behavior occurs due to perception action couplings that make multiple individuals act in similar ways, independently of joint plans. We review evidence for the two types of coordination and discuss potential synergies between them. (shrink)

The present debate in legal theory is dominated by an unfruitful schism. On the one hand, analytical theories are concerned with the positivity of law, running the risk of missing the law's relation to society. On the other hand, sociological approaches analyze all sorts of social interactions of law, but have developed no conceptual tools to do justice to the autonomy of law. The theory of autopoiesis offers law a chance of getting round the falsely posed alternative between an autonomous (...) rule system or a socially conditioned decision-making process. It is a theory of law that sees the law's autonomy in the self-reproduction of a communication network and understands its relation to society as interference with other autonomous communication networks. Building on the ideas of Humberto Maturana, Heinz von Foerster and Niklas Luhmann, Gunther Teubner uses the concepts of self-organization and autopoiesis to develop a concept of law as a hypercyclically closed social system. This book will stand as a landmark in legal theory and become a standard point of departure in the sociology of law. (shrink)

Any satisfactory model of the emotions must at once recognize their place within intentional psychology and acknowledge their uniqueness as mental causes. In the first half of the century, the James-Lange model had considerable influence on reinforcing the idea that emotions are non-intentional (see Lange 1885 and James 1890). The uniqueness of emotions was therefore acknowledged at the price of denying them a place within intentional psychology proper. More recently, cognitive reductionists (including identity theorists) like Robert Solomon and Joel Marks (...) recognize that emotions are intentional but, by reducing them to judgments, beliefs, desires, etc., fail to capture their distinctiveness as mental causes (see Solomon 1976 and Marks 1982). In other words, their place within intentional psychology is acknowledged at the price of denying them their uniqueness. (shrink)

In the twenty-second series of The Logic of Sense, Gilles Deleuze references a remarkable essay by Günther (Stern) Anders. Anders’ essay, translated here as ‘The Pathology of Freedom’, addresses the sickness and health of our negotiation with the negative anthropological condition of ‘not being cut out for the world’.

Prior research suggests that the action system is responsible for creating an immediate sense of self by determining whether certain sensations and perceptions are the result of one's own actions. In addition, it is assumed that declarative, episodic, or autobiographical memories create a temporally extended sense of self or some form of identity. In the present article, we review recent evidence suggesting that action (procedural) knowledge also forms part of a person's identity, an action identity, so to speak. Experiments that (...) addressed self-recognition of past actions, prediction, and coordination provide ample evidence for this assumption. The phenomena observed in these experiments can be explained by the assumption that observing an action results in the activation of action representations, the more so, when the action observed corresponds to the way in which the observer would produce it. (shrink)

Günther Buck legt in dieser Studie eine phänomenologisch-hermeneutische Theorie des Lernens, des Beispiels und der Analogie vor, die für Pädagogik sowie für Sozial- und Kulturwissenschaften von grundlegender Bedeutung ist. Der Prozess der Erfahrung im Lernen wird in drei Momenten entfaltet: der epagogischen Gangstruktur, der antizipatorischen Horizonthaftigkeit und der dialektischen, „negativen“ Umwendung auf sich selbst. Lernen wird als Lernen aus Erfahrung und als Erfahrung kenntlich. Im zweiten und dritten Teil gelingt Buck eine Neubestimmung des Beispiels in seinen hermeneutischen, bildenden und didaktischen (...) Funktionen. Unterschiedliche Typen der Analogie werden identifiziert und deren Funktionsweisen differenziert. Mit dieser Neuausgabe kann nach 30 Jahren das bekannteste und wirkungsmächtigste Buch von Günther Buck wieder zugänglich gemacht werden. (shrink)

The aim of this article is to contribute to a better understanding of Frege’s views on semantics and metatheory by looking at his take on several themes in nineteenth century geometry that were significant for the development of modern model-theoretic semantics. I will focus on three issues in which a central semantic idea, the idea of reinterpreting non-logical terms, gradually came to play a substantial role: the introduction of elements at infinity in projective geometry; the study of transfer principles, especially (...) the principle of duality; and the use of counterexamples in independence arguments. Based on a discussion of these issues and how nineteenth century geometers reflected about them, I will then look into Frege’s take on these matters. I conclude with a discussion of Frege’s views and what they entail for the debate about his stance towards semantics and metatheory more generally. (shrink)

In recent years, several scholars have been investigating Frege’s mathematical background, especially in geometry, in order to put his general views on mathematics and logic into proper perspective. In this article I want to continue this line of research and study Frege’s views on geometry in their own right by focussing on his views on a field which occupied center stage in nineteenth century geometry, namely, projective geometry.

In the third and fourth parts of the book, Günther shows--in debate with Hare, Dworkin, and others--how argumentation on the appropriate application of norms and principles in morality and law is possible.

In this paper, we put forth an analysis of sensitivity which aims to discern individual from merely statistical evidence. We argue that sensitivity is not to be understood as a factive concept, but as a purely epistemic one. Our resulting analysis of epistemic sensitivity gives rise to an account of legal proof on which a defendant is only found liable based on epistemically sensitive evidence.

‘Language and End Time’ is a translation of Sections I, IV and V of ‘Sprache und Endzeit’, a substantial essay by Günther Anders that was published in eight instalments in the Austrian journal FORVM from 1989 to 1991. The original essay was planned for inclusion in the third volume of The Obsolescence of Human Beings. ‘Language and End Time’ builds on the diagnosis of ‘our blindness toward the apocalypse’ that was advanced in the first volume of The Obsolescence in 1956. (...) The essay asks if there is a language that is capable of making us fully comprehend the looming ‘man-made apocalypse’. In response to this, it offers a critique of philosophical jargon and of the putatively ‘objective’ language of science, which are both dismissed as unsuitable. Sections I, IV and V introduce this core problematic. The selection of this text for inclusion in this special journal issue responds to present-day realities that inscribe Anders’s reflections on nuclear science and the nuclear situation into new contexts. The critique that ‘Language and End Time’ advances resonates with the way in which the decisions of a few companies and individuals are shaping the future of life on earth. At the same time, the wider stakes of Anders’s turn against the language employed by scientists are newly laid bare by the realities and politics of climate change and fake news. In this new context, the language of science is all too readily dismissed as if it were a mere idiom that can be ignored without consequence. It is against the backdrop of a future that is, if anything, more uncertain than at the time of Anders’s writing, that the essay’s reflections on popularisation, the limits of language and the nature of truth gain added significance. (shrink)

The article investigates one of the key contributions to modern structural mathematics, namely Hilbert’sFoundations of Geometry and its mathematical roots in nineteenth-century projective geometry. A central innovation of Hilbert’s book was to provide semantically minded independence proofs for various fragments of Euclidean geometry, thereby contributing to the development of the model-theoretic point of view in logical theory. Though it is generally acknowledged that the development of model theory is intimately bound up with innovations in 19th century geometry, so far, little (...) has been said about how exactly model-theoretic concepts grew out of methodological investigations within projective geometry. This article is supposed to fill this lacuna and investigates this geometrical prehistory of modern model theory, eventually leading up to Hilbert’sFoundations. (shrink)

This volume will be an invaluable guide for student and professional researchers in visual perception, cognitive psychology, and cognitive neuroscience.

Recent work by philosophers of mind and psychology on nonconceptual content.

We propose a semantics for a connexive conditional based on the Lewis-Stalnaker conditional. It is a connexive semantics that is both classical and intuitive.

Mit seinem epochalen Werk »Idee und Grundriß einer nicht-Aristotelischen Logik« (1959) legte Gotthard Günther (1900–1984) den Grundstein für eine radikal neue Form der philosophischen Betrachtung der ontologischen Einheit des Universums, deren Richtigkeit heute (auch unabhängig von Günther und in der Regel auf ungleich niedrigerem Niveau) von den Wissenschaften bestätigt wird (so z.B. in der Chaos-Forschung). Gegen die klassische (aristotelische) Logik, die nur zweiwertige Entscheidungen für verbindlich hält (eine Behauptung ist entweder wahr oder falsch), zeigt Günther auf, daß die – mathematisch (...) widerspruchsfrei formulierbare – mehrwertige Logik auch auf dem Gebiet der Ontologie, d.i. der Erfassung der Grundstrukturen des natürlichen Universums und des gesellschaftlichen Dialogs zwischen dem Ich und dem Du, Erkenntnismöglichkeiten eröffnet, die das Limit des klassischen Denkens rational überwinden. (shrink)

We put forth an account for when to believe causal and evidential conditionals. The basic idea is to embed a causal model in an agent’s belief state. For the evaluation of conditionals seems to be relative to beliefs about both particular facts and causal relations. Unlike other attempts using causal models, we show that ours can account rather well not only for various causal but also evidential conditionals.

Following decades of neglect, the work of the German Jewish philosopher, literary author, cultural critic, and poet Günther Anders (1902–1992) is gaining increasing recognition in the English-speaking world. This translation of “Résistance heute” (Resistance Today) makes one of Anders’s most programmatic and polemical short texts available. Published at the height of his anti-nuclear activism, “Resistance Today” is the written version of a speech Anders delivered in November 1962 upon acceptance of the northwest Italian city of Omegna’s Resistance Prize (other notable (...) recipients included Jean-Paul Sartre and Frantz Fanon). It first appeared in print in the West German left-wing journal Das Argument in November 1963. Clearly written for the occasion, the text condenses (and often further radicalizes) key premises about the end of history, the amoral character of work, and the continuity between Nazi totalitarianism, the nuclear age and the world of consumerism that are developed in great nuance across a range of books that Anders had recently published. Key co-ordinates include: Die Antiquiertheit des Menschen 1 (The Obsolescence of Human Beings 1, 1956), his groundbreaking critique of technology; Der Mann auf der Brücke (The Man on the Bridge, 1959), a philosophical travel diary occasioned by Anders’s 1958 visit to Japan and his participation at the World Conference Against Atomic and Hydrogen Bombs in Tokyo; Burning Conscience (1961), a correspondence with the American reconnaissance pilot Claude Eatherly, who scouted the target area before the Enola Gay went on to drop the atom bomb on Hiroshima. It seems likely that Burning Conscience, which turned into an international bestseller, occasioned the award of the prize. (shrink)

This contribution demonstrates that the development and growth of plants depends on the success of complex communication processes. These communication processes are primarily sign-mediated interactions and are not simply an mechanical exchange of ‘information’, as that term has come to be understood (or misunderstood) in science. Rather, such interactions as I will be describing here involve the active coordination and organisation of a great variety of different behavioural patterns — all of which must be mediated by signs. Thus proposed, a (...) biosemiotics of plant communication investigates communicationprocesses both within and among the cells, tissues, and organs of plants as sign-mediated interactions which follow (1) combinatorial (syntactic), (2) context-sensitive (pragmatic) and (3) content-specific (semantic) levels of rules. As will be seen in the cases under investigation, the context of interactionsin which a plant organism is interwoven determines the content arrangement of its response behaviour. And as exemplified by the multiply semiotic roles playedby the plant hormone auxin that I will discuss below, this means that a molecule type of identical chemical structure may function in the instantiation of differentmeanings (semantics) that are determined by the different contexts (pragmatics) in which this sign is used. (shrink)

Manfred Eigen extended Erwin Schroedinger’s concept of “life is physics and chemistry” through the introduction of information theory and cybernetic systems theory into “life is physics and chemistry and information.” Based on this assumption, Eigen developed the concepts of quasispecies and hypercycles, which have been dominant in molecular biology and virology ever since. He insisted that the genetic code is not just used metaphorically: it represents a real natural language.However, the basics of scientific knowledge changed dramatically within the second half (...) of the 20th century.Unfortunately, Eigen ignored the results of the philosophy of science discourse on essential features of natural languages and codes: a natural language or code emerges from populations of living agents that communicate. This contribution will look at some of the highlights of this historical development and the results relevant for biological theories about life. (shrink)

We propose a method of learning indicative conditional information. An agent learns conditional information by Jeffrey imaging on the minimally informative proposition expressed by a Stalnaker conditional. We show that the predictions of the proposed method align with the intuitions in Douven, 239–263 2012)’s benchmark examples. Jeffrey imaging on Stalnaker conditionals can also capture the learning of uncertain conditional information, which we illustrate by generating predictions for the Judy Benjamin Problem.

The focus of this essay is on substitute materials, particularly the research on substitute metals. The two periods of autarky in Germany were of primary influence on this field. Engineers and construction engineers proved most important in this context despite inter-institutional cooperation between the disciplines of metals research, materials testing, and technical mechanics. Engineers had to solve construction problems respecting the materials used and to analyse components in terms of economic efficiency. However, the research on substitute metals not only meant (...) the substitution of one substance for another. It also implied economizing and recycling scarce materials. These activities required tacit knowledge. Engineers succeeded to some degree but the German war economy paid a high price for it. Each technical system demanded a case-specific approach. Typically a loss of effectiveness, reliability and durability of the products containing substitutes had to be taken into account. (shrink)