scholarly journals Towards an Explainer-agnostic Conversational XAI

2021 ◽  
Author(s):  
Navid Nobani ◽  
Fabio Mercorio ◽  
Mario Mezzanzanica
Keyword(s):  
Artificial Intelligence ◽  
Black Box ◽  
The Other ◽  
Human Being ◽  
End User ◽  
Other Hand ◽  
Explainable Artificial Intelligence ◽  
Overall Performance

Explainable Artificial Intelligence (XAI) is gaining interests in both academia and industry, mainly thanks to the proliferation of darker more complex black-box solutions which are replacing their more transparent ancestors. Believing that the overall performance of an XAI system can be augmented by considering the end-user as a human being, we are studying the ways we can improve the explanations by making them more informative and easier to use from one hand, and interactive and customisable from the other hand.

scholarly journals El sesgo de la máquina en la toma de decisiones en el proceso penal.

2020 ◽  
Vol 6 (2) ◽  
pp. 54-71
Author(s):  
Raquel Borges Blázquez
Keyword(s):  
Artificial Intelligence ◽  
The Other ◽  
Human Being ◽  
Criminal Process ◽  
Ethical Problems ◽  
Intelligent Machines ◽  
Other Hand ◽  
Toma De Decisiones ◽  
Legal Thinking ◽  
The One

Artificial intelligence has countless advantages in our lives. On the one hand, computer’s capacity to store and connect data is far superior to human capacity. On the other hand, its “intelligence” also involves deep ethical problems that the law must respond to. I say “intelligence” because nowadays machines are not intelligent. Machines only use the data that a human being has previously offered as true. The truth is relative and the data will have the same biases and prejudices as the human who programs the machine. In other words, machines will be racist, sexist and classist if their programmers are. Furthermore, we are facing a new problem: the difficulty to understand the algorithm of those who apply the law.This situation forces us to rethink the criminal process, including artificial intelligence and spinning very thinly indicating how, when, why and under what assumptions we can make use of artificial intelligence and, above all, who is going to program it. At the end of the day, as Silvia Barona indicates, perhaps the question should be: who is going to control global legal thinking?

The confrontation between essence and existence in Plato and Aristotle’s ideas in art

2015 ◽  
Vol 16 (SE) ◽  
pp. 161-170
Author(s):  
Ramin Keshavarz ◽  
Moheb Ali Absalan
Keyword(s):  
Point Of View ◽  
The Other ◽  
Human Being ◽  
Art World ◽  
Art And Science ◽  
Other Hand ◽  
Art Philosophy ◽  
Theory Of Forms

Plato by proposing the "theory of forms" changed the essence of truth and he converted it from sensorial case to extrasensory. As a result, he disparaged art and beauty that they were depended with world of phenomena and senses. He considered idea’s position in the sphere of institute and episteme and placed sensorial case, "Doxa" and "Eikon" as base of art that from his point of view is not world of "to be" and "not to be", but its world of representation and as a result he interpreted art world and it’s product as a false phenomena. He claimed that art relates with revealed component of ego that causes irreparable ruin for human being and has relationship with "Episteme". In the other hand, Aristotle unlike Plato believed in art and existence originality and considered art as a result of human’s episteme and rationality. He introduced adequacy, cognition natural talent as three principle of art. He claimed art and science deal with episteme and knowledge and they are common at the end. But what is Plato and Aristotle disagreement in sphere of art and from where it originates? And which cases are not similar in the sphere of art? The following essay will explain Plato and Aristotle’s art philosophy and comparing and explaining their ideas with relating existence originality and essence originality.  

scholarly journals KONSEP MANUSIA SEMPURNA MENURUT PANDANGAN FRIEDRICH WILLIAMS NIETZSCHE DAN IBNU ARABI; SEBUAH ANALISA KOMPARATIF

2020 ◽  
Vol 20 (1) ◽  
pp. 69
Author(s):  
Derry Ahmad Rizal
Keyword(s):  
The Other ◽  
Human Being ◽  
Human Beings ◽  
Other Hand ◽  
Ibn Arabi

This paper aims to do a study of the concept of a perfect human being by taking two corners of the field of characters, Friedrich Williams Nietzsche and Ibn ‘Arabi. In this case the two figures convey their thoughts on how to become perfect human beings. Nietzsche who gives a view about humans must be able, strong and be themselves in facing all their problems. Making humans superior in Netzsche's view. On the other hand Ibn Arabi who explained about the nature of being a perfect human being, and humans themselves are a reflection of the formation of a real God on earth. The level in achieving goals as a perfect human being. The categorization of macrocosm and microcosm in looking at differences in "humans".

scholarly journals Artificial Cognition: How Experimental Psychology Can Help Generate Explainable Artificial Intelligence

2021 ◽  
Author(s):  
J. Eric T. Taylor ◽  
Graham Taylor
Keyword(s):  
Artificial Intelligence ◽  
Machine Learning ◽  
Deep Neural Networks ◽  
Experimental Approach ◽  
Well Being ◽  
Human Mind ◽  
Black Box ◽  
Psychological Science ◽  
Black Boxes ◽  
Explainable Artificial Intelligence

Artificial intelligence powered by deep neural networks has reached a levelof complexity where it can be difficult or impossible to express how a modelmakes its decisions. This black-box problem is especially concerning when themodel makes decisions with consequences for human well-being. In response,an emerging field called explainable artificial intelligence (XAI) aims to increasethe interpretability, fairness, and transparency of machine learning. In thispaper, we describe how cognitive psychologists can make contributions to XAI.The human mind is also a black box, and cognitive psychologists have overone hundred and fifty years of experience modeling it through experimentation.We ought to translate the methods and rigour of cognitive psychology to thestudy of artificial black boxes in the service of explainability. We provide areview of XAI for psychologists, arguing that current methods possess a blindspot that can be complemented by the experimental cognitive tradition. Wealso provide a framework for research in XAI, highlight exemplary cases ofexperimentation within XAI inspired by psychological science, and provide atutorial on experimenting with machines. We end by noting the advantages ofan experimental approach and invite other psychologists to conduct research inthis exciting new field.

scholarly journals Is God a Phenomenon? A dialogue between Kierkegaard and Jean-Luc Marion

2020 ◽  
Vol 24 (2) ◽  
Author(s):  
Wellington José Santana
Keyword(s):  
Key Words ◽  
Present Article ◽  
The Other ◽  
Human Being ◽  
Concept Of God ◽  
Saturated Phenomenon ◽  
Other Hand ◽  
Shed Light

The present article analyses critically the paradox of phenomenon claimed by Danish Philosopher Kierkegaard and Marion’s new concept named saturated phenomenon. While the concept of God, by definition, must surpass the realm of empiricism, perhaps the something may shed light over what God must be: Excess. However, Marion developed a new concept of phenomenon that not only occupies the immanence world, but also goes beyond. It is called saturated phenomenon. In order to address the question one might understand the limit of the givenness and then what does it mean saturated givenness. We probably all have had the sense of being overwhelmed by something and this can lead toward a sense of torpor or numbness. In the other hand, Kierkegaard affirms that God is so different than a human being, so totally other that we may think we’re right in demanding God make himself understood and be reasonable towards us. Kierkegaard upholds that we’re always dealing with God in the wrong way. I will argue that Marion, however, following phenomenological footsteps indicates a new path toward how to address God properly.   Key words: Paradox; Saturated phenomenon; freedom; Excess. 

scholarly journals Applicability of Artificial Intelligence in Decision-Making for Land Forces

2021 ◽  
Vol 30 (2) ◽  
pp. 039-054
Author(s):  
Paul Tudorache
Keyword(s):  
Artificial Intelligence ◽  
Decision Making ◽  
Research Methodology ◽  
Research Paper ◽  
The Other ◽  
Military Operations ◽  
Other Hand ◽  
The Military

Similar to other fields, also in the military one, the Artificial Intelligence has become recently an evident solution for optimizing specific processes and activities. Therefore, this research paper aims to highlight the potential uses of Artificial Intelligence in the military operations carried out by the Land Forces. In this regard, analysing the framework of the operations process and applying suitable research methodology, the main findings are related to AI’s contributions in optimizing commander’s decisions during the progress of planning and execution. On the other hand, picturing the AI upgrated combat power of the Land Forces is another significant result of this study.

A Model to Support the Design of Multiplayer Games

2000 ◽  
Vol 9 (5) ◽  
pp. 448-462 ◽  
Author(s):  
José Pablo Zagal ◽  
Miguel Nussbaum ◽  
Ricardo Rosas
Keyword(s):  
Design Process ◽  
Game Design ◽  
The Other ◽  
Human Being ◽  
Human Beings ◽  
Multiplayer Games ◽  
Other Hand ◽  
Limited Experience ◽  
Player Game ◽  
Electronic Games

Extensive research has shown that the act of play is extremely important in the lives of human beings. It is thus not surprising that games have a long and continuing history in the development of almost every culture and society. The advent of computers and technology in general has also been akin to the need for entertainment that every human being seeks. However, a curious dichotomy exists in the nature of electronic games: the vast majority of electronic games are individual in nature whereas the nonelectronic ones are collective by nature. On the other hand, recent technological breakthroughs are finally allowing for the implementation of electronic multiplayer games. Because of the limited experience in electronic, multiplayer game design, it becomes necessary to adapt existing expertise in the area of single-player game design to the realm of multiplayer games. This work presents a model to support the initial steps in the design process of multiplayer games. The model is defined in terms of the characteristics that are both inherent and special to multiplayer games but also related to the relevant elements of a game in general. Additionally, the model is used to assist in the design of two multiplayer games. “One of the most difficult tasks people can perform, however much others may despise it, is the invention of good games …”

The Importance of Being Human

1991 ◽  
Vol 29 ◽  
pp. 35-62 ◽  
Author(s):  
Cora Diamond
Keyword(s):  
Biological Species ◽  
The Other ◽  
Human Being ◽  
Human Beings ◽  
Moral Relevance ◽  
Other Hand ◽  
Biological Classification

I want to argue for the importance of the notion human being in ethics. Part I of the paper presents two different sorts of argument against treating that notion as important in ethics.A. Here is an example of the first sort of argument.What makes us human beings is that we have certain properties, but these properties, making us members of a certain biological species, have no moral relevance. If, on the other hand, we define being human in terms which are not tied to biological classification, if (for example) we treat as the properties which make us human the capacities for reasoning or for self-consciousness, then indeed those capacities may be morally relevant, but if they are morally significant at all, they are significant whether they are the properties of a being who is a member of our species or not. And so it would be better to use a word like ‘person’ to mean a being that has these properties, to bring out the fact that not all human beings have them and that non-human beings conceivably might have them.

nr="93"Black Box rules. : Narrative der Verunsicherung in Zeiten von COVID-19

2021 ◽  
Vol 2019 (1) ◽  
pp. 93-107
Author(s):  
Agnieszka Czejkowska ◽  
Katarina Froebus
Keyword(s):  
Black Box ◽  
The Other ◽  
Individual Level ◽  
Home Security ◽  
Other Hand ◽  
Innere Sicherheit ◽  
The One

Zusammenfassung: Der vorliegende Beitrag widmet sich Narrativen der Verunsicherung, die in Zusammenhang mit der COVID-19-Krise aufgerufen werden und für ,,innere Sicherheit“ sorgen sollen. Dabei identifizieren wir Kalküle, die einerseits individuelle Besonnenheit aktivieren und anderseits gesellschaftliche Stabilisierung gewährleisten sollen. Das gelingt uns mit Rückgriff auf psychoanalytische Subjekttheorien, die Strategien der individuellen Rationalisierung fokussieren, und auf diskursorientierte Subjekttheorien, die gesellschaftliche Disziplinierungstechnologien in den Blick nehmen.Abstract: This article is focused on narratives of uncertainness, being created during the COVID-19 crisis in order to provide ‘home security’. In doing so, we identify approaches that on the one hand activate individual level-headedness and on the other hand are supposed to ensure societal stabilization. We succeed in doing this by resorting to psychoanalytic subject theories that emphasize strategies of individual rationalization and to discourse-oriented subject theories that accent social disciplinary technologies.

Herbert Mac Cabe’s Philosophical Anthropology

Politeia ◽  
2019 ◽  
Vol 1 (4) ◽  
pp. 238-260
Author(s):  
Franco Manni ◽  
Keyword(s):  
Philosophical Anthropology ◽  
External World ◽  
The Other ◽  
Human Being ◽  
Language System ◽  
Other Hand ◽  
The One ◽  
The Individual ◽  
The Brain ◽  
Individual Human

From the ideas of Aristotle, De Saussure and Wittgenstein, philosopher Herbert McCabe elaborated an original anthropology. 'Meaning' means: the role played by a part towards the whole. Senses are bodily organs and sensations allow an animal to get fragments of the external world which become 'meaningful' for the behaviour of the whole animal Besides sensations, humans are ‘linguistic animals’ because through words they are able to 'communicate', that is, to share a peculiar kind of meanings: concepts. Whereas, sense-images are stored physically in our brain and cannot be shared, even though we can relate to sense-images by words (speech coincides with thought). However, concepts do not belong to the individual human being qua individual, but to an interpersonal entity: the language system. Therefore, on the one hand, to store images is a sense-power and an operation of the brain, whereas the brain (quite paradoxically!) is not in itself the organ of thought. On the other hand, concepts do not exist on their own.

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