Autonomy has been central to moral and political philosophy for millenia, and has been positioned as a critical aspect of both justice and wellbeing. Research in psychology supports this position, providing empirical evidence that autonomy is critical to motivation, personal growth and psychological wellness. Responsible AI will require an understanding of, and ability to effectively design for, human autonomy (rather than just machine autonomy) if it is to genuinely benefit humanity. Yet the effects on human autonomy of digital experiences are (...) neither straightforward nor consistent, and are complicated by commercial interests and tensions around compulsive overuse. This multi-layered reality requires an analysis that is itself multidimensional and that takes into account human experience at various levels of resolution. We borrow from HCI and psychological research to apply a model (“METUX”) that identifies six distinct spheres of technology experience. We demonstrate the value of the model for understanding human autonomy in a technology ethics context at multiple levels by applying it to the real-world case study of an AI-enhanced video recommender system. In the process we argue for the following three claims: 1) There are autonomy-related consequences to algorithms representing the interests of third parties, and they are not impartial and rational extensions of the self, as is often perceived; 2) Designing for autonomy is an ethical imperative critical to the future design of responsible AI; and 3) Autonomy-support must be analysed from at least six spheres of experience in order to approriately capture contradictory and downstream effects. (shrink)

New research on affective computing aiming to develop computer systems that recognize and respond to affective states can also contribute to the issues raised by Coan. Research on how humans interact with computers, and computer models that automatically recognize affective states from features in our physiology, behaviour, and language, may provide insights on how emotions that are experienced and expressed come to be. For example, there is empirical evidence that affect recognition techniques using several modalities are more accurate than those (...) using a single modality, but it is not clear if these improvements are caused by superadditivity (i.e., emergence) or redundancy. (shrink)

Present research proposes the application of unsupervised and supervised machine-learning techniques to characterize Android malware families. More precisely, a novel unsupervised neural-projection method for dimensionality-reduction, namely, Beta Hebbian Learning, is applied to visually analyze such malware. Additionally, well-known supervised Decision Trees are also applied for the first time in order to improve characterization of such families and compare the original features that are identified as the most important ones. The proposed techniques are validated when facing real-life Android malware data by (...) means of the well-known and publicly available Malgenome dataset. Obtained results support the proposed approach, confirming the validity of BHL and DTs to gain deep knowledge on Android malware. (shrink)

Concerns about threats to human autonomy feature prominently in the field of AI ethics. One aspect of this concern relates to the use of AI systems for problematically manipulative influence. In response to this, the European Union’s draft AI Act (AIA) includes a prohibition on AI systems deploying subliminal techniques that alter people’s behavior in ways that are reasonably likely to cause harm (Article 5(1)(a)). Critics have argued that the term ‘subliminal techniques’ is too narrow to capture the target cases (...) of AI-based manipulation. We propose a definition of ‘subliminal techniques’ that (a) is grounded on a plausible interpretation of the legal text; (b) addresses all or most of the underlying ethical concerns motivating the prohibition; (c) is defensible from a scientific and philosophical perspective; and (d) does not over-reach in ways that impose excessive administrative and regulatory burdens. The definition is meant to provide guidance for design teams seeking to pursue responsible and ethically aligned AI innovation. (shrink)

Promoting the use of contact tracing technology will be an important step in global recovery from the COVID-19 pandemic. Across two studies, we assessed two messaging strategies as motivators of intended contact tracing uptake. In one sample of 1117 Australian adults and one sample of 888 American adults, we examined autonomy-supportive and controlling message framing and the presence or absence of information safety as predictors of intended contact tracing application uptake, using an online randomized 2 × 2 experimental design. The (...) results suggested that the provision of data safety assurances may be key in affecting people’s intentions to use contact tracing technology, an effect we found in both samples regardless of whether messages were framed as autonomy-supportive or controlling. Those in high information safety conditions consistently reported higher intended uptake and more positive perceptions of the application than those in low information safety conditions. In Study 2, we also found that perceptions of government legitimacy related positively to intended application uptake, as did political affiliation. In sum, individuals appeared more willing to assent to authority regarding contact tracing insofar as their data safety can be assured. Yet, public messaging strategies alone may be insufficient to initiate intentions to change behavior, even in these unprecedented circumstances. (shrink)

In 2019, the IEEE launched the P7000 standards projects intended to address ethical issues in the design of autonomous and intelligent systems. This move came amidst a growing public concern over the unintended consequences of artificial intelligence (AI), compounded by the lack of an anticipatory process for attending to ethical impact within professional practice. However, the difficulty in moving from principles to practice presents a significant challenge to the implementation of ethical guidelines. Herein, we describe two complementary frameworks for integrating (...) ethical analysis into engineering practice to help address this challenge. We then provide the outcomes of an ethical analysis informed by these frameworks, conducted within the specific context of internetdelivered therapy in digital mental health. We hope both the frameworks and analysis can provide tools and insights, not only for the context of digital healthcare, but for data-enabled and intelligent technology development more broadly. (shrink)

Responsible AI (RAI) guidelines aim to ensure that AI systems respect democratic values. While a step in the right direction, they currently fail to impact practice. Our work discusses reasons for this lack of impact and clusters them into five areas: (1) the abstract nature of RAI guidelines, (2) the problem of selecting and reconciling values, (3) the difficulty of operationalising RAI success metrics, (4) the fragmentation of the AI pipeline, and (5) the lack of internal advocacy and accountability. Afterwards, (...) we introduce a number of approaches to RAI from a range of disciplines, exploring their potential as solutions to the identified challenges. We anchor these solutions in practice through concrete examples, bridging the gap between the theoretical considerations of RAI and on-the-ground processes that currently shape how AI systems are built. Our work considers the socio-technical nature of RAI limitations and the resulting necessity of producing socio-technical solutions. (shrink)

Automatic control of physiological variables is one of the most active areas in biomedical engineering. This paper is centered in the prediction of the analgesic variables evolution in patients undergoing surgery. The proposal is based on the use of hybrid intelligent modelling methods. The study considers the Analgesia Nociception Index to assess the pain in the patient and remifentanil as intravenous analgesic. The model proposed is able to make a one-step-ahead prediction of the remifentanil dose corresponding to the current state (...) of the patient. The input information is the previous remifentanil dose, the ANI variable and the electromyogram signal. Modelling techniques used are Artificial Neural Networks and Support Vector machines for Regression combined with clustering methods. Both training and validation were done with a real dataset from different patients. Results obtained show the potential of this methodology to calculate the drug dose corresponding to a given analgesic state of the patient. (shrink)

This work focuses on the application of machine learning techniques to assist the clinicians in the administration of analgesic drug during general anaesthesia. Specifically, the main objective is to propose the basis of an intelligent system capable of making decisions to guide the opioid dose changes based on a new nociception monitor, the analgesia nociception index. Clinical data were obtained from 15 patients undergoing cholecystectomy surgery. By means of an off-line study, machine learning techniques were applied to analyse the possible (...) relationship between the analgesic dose changes performed by the physician due to the hemodynamic activity of the patients and the evolution of the ANI. After training different classifiers and testing the results under cross validation, a preliminary relationship between the evolution of ANI and the dosage of remifentanil was found. These results evidence the potential of the ANI as a promising index to guide the infusion of analgesia. (shrink)

In the whole Corpus Platonicum, we find in principle only one "direct argument" (Charles Kahn) for the existence of the ideas (Tim.51d3-51e6). The purpose of the article is to analyse this argument and to answer the question of why Plato in the Timaeus again defended the existence of the ideas despite the objections in the Parmenides. He defended it again because the latent presupposition of the apories in the Parmenides, the substantial view of sensibles, is removed through the introduction of (...) space as "substantialized extension". First (I) it is shown that Plato remained in dialogues, like the Sophist and Politicus, faithful to the "theory of ideas" despite his criticism in the Parmenides. The common theme in the trilogy of the Theaetetus, Sophist and Politicus is to refute relativism by showing that any relativism presupposes something absolute that is something like the "theory of ideas". The second part of the paper (II) examines closely the logical structure of the argument for the existence of ideas in the Timaeus (51d3-52a7). The third part (III) shows how this argument can avoid the criticism of ideas in the Parmenides. In the Parmenides, sensibles are treated as substantial entities. But, as the Timaeus shows, sensibles are not substantial entities but merely qualities, namely qualities of space, which is the only substance in the sensible world. A shortened English version of the paper appeared in Proceedings of the Fourth Symposium Platonicum, Granada, Selected papers, ed. by T. Calvo/L. Brisson, Academia Verlag, St. Augustin, 1997, 179-186. -/- But the only "direct argument" (Tim.51d3-51e6) seems to be interestingly flawed. Cf. Ferber, Rafael; Hiltbrunner, Thomas, (2005). (shrink)

The field of neuroaesthetics attempts to identify the brain processes underlying aesthetic experience, including but not limited to beauty. Previous neuroaesthetic studies have focussed largely on paintings and music, while performing arts such as dance have been less studied. Nevertheless, increasing knowledge of the neural mechanisms that represent the bodies and actions of others, and which contribute to empathy, make a neuroaesthetics of dance timely. Here, we present the first neuroscientific study of aesthetic perception in the context of the performing (...) arts. We investigated brain areas whose activity during passive viewing of dance stimuli was related to later, independent aesthetic evaluation of the same stimuli. Brain activity of six naïve male subjects was measured using fMRI, while they watched 24 dance movements, and performed an irrelevant task. In a later session, participants rated each movement along a set of established aesthetic dimensions. The ratings were used to identify brain regions that were more active when viewing moves that received high average ratings than moves that received low average ratings. This contrast revealed bilateral activity in the occipital cortices and in right premotor cortex. Our results suggest a possible role of visual and sensorimotor brain areas in an automatic aesthetic response to dance. This sensorimotor response may explain why dance is widely appreciated in so many human cultures. (shrink)

This book proposes, from a civil perspective —such as that developed by Stefano Zamagni— and a cordial perspective —such as that developed by Adela Cortina—, orientations to design an economy in tune with what the historical moment demands. Among other things, this comes from encouraging institutions, organisations and companies to include in their designs aspects as important for carrying out their activities as cordial reciprocity, mutual recognition of the communicative and affective capacities of the linked or linkable parties, public commitment (...) and the active participation of civil society. The book first shows the conceptualisation of the process of self-interest as operating for one’s own benefit and its inclusion in the orthodox economic model. In Chapter 2 it then displays some of the logical/formal and experimental limits of the axiomatic economics model to discover the possibility of building bridges between theoretical modelling and factual validation. Chapter 3 demonstrates the fragility of a rationality model based on the paradigmatic figure of homo oeconomicus. Chapter 4 reflects on the critical process that has identified reciprocity as a determining factor for human cooperation, turning this behaviour into a paradox in which the lack of a reasonable explanation from the selfish perspective becomes inconsistent in the predominant economic theory. Chapter 5 is from a moral point of view it describes and criticises the different approaches to reciprocity observed by sociologists, biologists, psychologists and economists. Chapter 6 analyses three mutual recognition proposals as possible foundations for human cooperation, highlighting one of them –cordial recognition, developed by Cortina– because it is more closely related to studies of reciprocity, particularly the most recent contributions from the neurosciences. Chapter 7 proposes cordial reciprocity as a horizon of meaning for the various approaches to reciprocity observed. Chapter 8 explores the possible emergence and development of cordial goods, a type of relational and communicative good that enables joint actions to take place in different contexts of human activity. Chapter 9 analyses the application and implementation of cordial reciprocity at the macro, meso and micro levels of the economy. And finally, it proposes guidelines for designing a monitoring and compliance system which, based on the communication, storage and processing of big data and the committed participation of stakeholders, offers businesses the possibility of inspecting their underlying dimensions of morality, emotions and responsibility. (shrink)

Este trabajo plantea el papel de la providencia y de la religión en los principales temas de la Ciencia Nueva: el mito, las primeras comunidades, la dialéctica de nobles y plebeyos, la lógica poética, etc., esbozando el proceso de cómo los hombres pasan a ser de hombres sin Dios a hombres con leyes. This paper deals with the role of both Providence and religion within the range of the main themes in the “New Science”: myth, the first human communities, the (...) dialectics between nobles and plebeians, logic, politics, etc., sketching in turn the way in which human beings became men with laws from the stage of Godlessmen. (shrink)

This essay traces the genealogy and evolution of the category of the subject as it developed in the thought of Louis Althusser, Michel Foucault, and Alain Badiou. As will be seen, within the fruitful and complementary dialogue about the subject and subjectivity formation among these three French thinkers, there are major discrepancies in their approaches, from Althusser’s seemingly passive view of the subject as a victim of state oppression, to Foucault’s one, embedded in power but with the capacity of resistance, (...) and, finally, to Badiou’s understanding, in his book Théorie du sujet (Theory of the Subject, 1982), of the subject as the one who courageously takes risks to put into practice the truth brought about by the event in order to radically transform the present situation. (shrink)

El trabajo analiza las razones para la acción. A partir de la distinción entre los enfoques de decisión racional y altruismo recíproco, el artículo examina sucesivamente ambos modelos, concluyendo con una breve observación sobre el poder de las profecías que se auto-cumplen. El texto argumenta que el enfoque de la decisión racional se basa en suposiciones erróneas sobre la naturaleza humana y, por consiguiente, conduce a predicciones igualmente equivocadas.

Max Aub es uno de los escritores en lengua castellana que mejor analizó los movimientos fascistas europeos a lo largo de su obra. Particularmente significativo es su temprano trabajo Sobre algunos mitos fascistas publicado en Nueva Cultura. Siguiendo este texto, este artículo busca exponer el trabajo de Aub como intelectual comprometido con la lucha antifascista desde la crítica cultural, así como las ideas que sobre el fascismo y el totalitarismo posee al comienzo de la Guerra Civil española. Aub centra sus (...) reflexiones en la reconstrucción del mito por parte del fascismo, donde el racismo la biopolítica y las masas son claves para entender a los movimientos totalitarios europeos. Un análisis que el escritor desarrollará en su fecunda narrativa, construyendo uno de los corpus literarios que, de manera más compleja, intentarán comprender al totalitarismo en lengua castellana y que suma a Max Aub a la gran tradición de pensamiento europeo antifascista.Palabras clave: Max Aub, fascismo, mito, biopolítica, literatura antifascista, crítica cultural. (shrink)

We undertake the comparison between Ludwig von Bertalanffy's General Systems Theory and Alexandr Bogdanov's Tektology as two theories proposing a holistic interpretation of reality and claiming to solve problems which are unsolvable via conventional philosophic and scientific theories and methodologies. Basic misunderstandings by some Soviet authors regarding the nature of these theories -- especially in the case of Tektology -- are pointed out. The comparison is made in what concerns the general origins and purposes of the theories, their approaches to (...) the problem of organization, their treatment of mathematics and their understanding of the cybernetic concept of regulation. We contend that Tektology contains -- some 15 years earlier -- all the basic concepts which will be later developed by the General Theory of Systems. As we shall see, Tektology is the ultimate expansion of any theory of systems. This fact is widely ignored in contemporary specialized literature. We finally contend that both Tektology and the General Systems Theory are a sign of the times. A holistic secular monism is a respectable alternative to the failure of contemporary science and philosophy in guiding the life of men, in providing a raison d'être for human existence. However, we do not explore the soundness of this alternative. (shrink)

This paper presents an experience in developing professional ethics by an approach that integrates knowledge, teaching methodologies and assessment coherently. It has been implemented for students in both the Software Engineering and Computer Engineering degree programs of the Technical University of Madrid, in which professional ethics is studied as a part of a required course. Our contribution of this paper is a model for formative assessment that clarifies the learning goals, enhances the results, simplifies the scoring and can be replicated (...) in other contexts. A quasi-experimental study that involves many of the students of the required course has been developed. To test the effectiveness of the teaching process, the analysis of ethical dilemmas and the use of deontological codes have been integrated, and a scoring rubric has been designed. Currently, this model is also being used to develop skills related to social responsibility and sustainability for undergraduate and postgraduate students of diverse academic context. (shrink)

Two systems of belief change based on paraconsistent logics are introduced in this article by means of AGM-like postulates. The first one, AGMp, is defined over any paraconsistent logic which extends classical logic such that the law of excluded middle holds w.r.t. the paraconsistent negation. The second one, AGMo , is specifically designed for paraconsistent logics known as Logics of Formal Inconsistency (LFIs), which have a formal consistency operator that allows to recover all the classical inferences. Besides the three usual (...) operations over belief sets, namely expansion, contraction and revision (which is obtained from contraction by the Levi identity), the underlying paraconsistent logic allows us to define additional operations involving (non-explosive) contradictions. Thus, it is defined external revision (which is obtained from contraction by the reverse Levi identity), consolidation and semi-revision, all of them over belief sets. It is worth noting that the latter operations, introduced by S. Hansson, involve the temporary acceptance of contradictory beliefs, and so they were originally defined only for belief bases. Unlike to previous proposals in the literature, only defined for specific paraconsistent logics, the present approach can be applied to a general class of paraconsistent logics which are supraclassical, thus preserving the spirit of AGM. Moreover, representation theorems w.r.t. constructions based on selection functions are obtained for all the operations. (shrink)

This article offers a new reading of Heidegger's thesis of the animal in The Fundamental Concepts of Metaphysics. Framing Heidegger's text through a brief analysis of Protagoras' genetic story of nature and of man's nature in Plato's eponymous dialogue, our reading brings out three key elements common to both texts: living nature as a normative rather than a physical order, the poverty of man's world in relation to the animal, and the attempted redemption of the latter through the acquisition of (...) Weltbildung. Staying with the way Heidegger brings out man's poverty in world in the text allows us (i) to undo once for all the oft-repeated charge of Heidegger's anthropocentric interpretation of the animal, (ii) to stage the hypothesis that philosophy and the life sciences of his day draw upon a common basic experience of the autonomy of life in relation to everything human, all-too-human, and (iii) to demonstrate the normativity and poverty of life. (shrink)

El renacimiento cultural del s. XII es producto de una serie de circunstancias que se pueden sintetizar en tres factores: el desarrollo económico, la expansión demográfica y el apogeo urbano. Dichas circunstancias parecen mostrar la decadencia del sistema feudal y la apertura a la sociedad moderna. Al resurgimiento literario y filosófico le acompaña el metodológico. La lógica aristotélica se convertirá en instrumento necesario tanto en los debates teológicos como jurídicos. Ya no presidida por el viejo esencialismo o la inmanencia griega, (...) se convertirá en técnica imprescindible para una sociedad que muestra una clara mentalidad ciudadana y mercantil. (shrink)

The present chapter sketches the adoption of logic in late nineteenth and early twentieth century China. Addressing both conceptual and institutional aspects of this process, it contextualizes the raising interest in the discipline among Qing scholars and Republican intellectuals. Arranged largely chronologically, it delineates the successive periods in the reception of major works of and intellectual trends in the field. It introduces the most influential scholars promoting a public discourse on logic in the final years of the empire, but also (...) the ever more professional agents who participated in the ensuing establishment of a modern institutional framework for studies in logic like universities, departments of logic, academic societies, journals etc. While at the beginning, these people were mostly no trained logicians, progress in the establishment of academic logic in the 1930s provided the conditions for the formation of the first Chinese specialists in the field who were often internationally trained and soon to engage in cutting-edge research. In some contrast, academic discourse on logic well into the 1930s was dominated by exaggerated social and political expectations, not least due to the successive influence on intellectuals of inductionist scientism in the first decades of the twentieth century, of an inflated pragmatist notion of logic in the 1920s, and of an overly simplistic “antiformalist” notion of logic propagated by (vulgar-)Marxist historical dialecticians in the 1930s. The arrival of scientific logic also went in tandem with a renewed interest in studies in the traditional Buddhist “science of reasons” (yinming, hetuvidyā, “Buddhist logic”) and spurred the search for contributions to the field of logic in the record of inherited Chinese literature, a development which soon led to the common acceptance of the existence of genuinely Chinese traditions of logic. It is eventually a peculiarity of the Chinese reception of logic that since around 1920, less than two decades after the first modern translations of textbooks on traditional syllogistics, the visit of Bertrand Russell – one of the fathers of mathematical logic – fueled the spread of this new approach to logic which has eventually changed its face for good. Designed as a historical survey, this chapter is a general account on the major contributions to the field by Chinese scholars of the time and has to forego detailed discussions. (shrink)

Este artículo pretende mostrar las líneas fundamentales de la teoría merleaupontyana acerca de la violencia, centrándonos en sus «escritos de guerra». Consta de cuatro epígrafes: una Introducción en la que describimos la situación histórica que influye en la propuesta de Merleau-Ponty, así como explicamos las expresiones «mains sales»-«mains propres». Un segundo apartado en el que caracterizamos las «manos limpias» en base al optimismo democrática el cual se apoya en una conciencia pura. En el tercer epígrafe hacemos patente la crítica merleau-pontyana (...) a los fundamentos teóricos de los «manos limpias» y señalamos su nuevo concepto de humanismo cuya figura central es Maquiavelo. Asimismo, nos detenemos en la ambigüedad existente entre la coexistencia primigenia y la violencia, de modo que una llama a la otra. Finalmente, concluimos definiendo a Merleau-Ponty como «filósofo de la Modernidad», concepto que adquiere un nuevo matiz en su obra.  . (shrink)