Certain characteristics make machine learning a powerful tool for processing large amounts of data, and also particularly unsuitable for explanatory purposes. There are worries that its increasing use in science may sideline the explanatory goals of research. We analyze the key characteristics of ML that might have implications for the future directions in scientific research: epistemic opacity and the ‘theory-agnostic’ modeling. These characteristics are further analyzed in a comparison of ML with the traditional statistical methods, in order to demonstrate what (...) it is specifically that makes ML methodology substantially unsuitable for reaching explanations. The analysis is given broader philosophical context by connecting it with the views on the role of prediction and explanation in science, their relationship, and the value of explanation. We proceed to show, first, that ML disrupts the relationship between prediction and explanation commonly understood as a functional relationship. Then we show that the value of explanation is not exhausted in purely predictive functions, but rather has a ubiquitously recognized value for both science and everyday life. We then invoke two hypothetical scenarios with different degrees of automatization of science, which help test our intuitions on the role of explanation in science. The main question we address is whether ML will reorient or otherwise impact our standard explanatory practice. We conclude with a prognosis that ML would diversify science into purely predictively oriented research based on ML-like techniques and, on the other hand, remaining faithful to anthropocentric research focused on the search for explanation. (shrink)

Rad ukazuje na kljucne momente razvoja teorije aktera-mreze kroz nekoliko najznacajnih dela Bruna Latura. Uocavaju se promene pocetne pozicije autora u odnosu na dela kasnijeg datuma nastanka. Teorija aktera-mreze je prikazana kroz niz?neuralgicnih? tacaka koje se u njoj mogu uociti. Na samom kraju rada su razmatrana resenja koje teorija aktera-mreze nudi za odredjeni broj fundamentalnih problema sociologije, koje je definisao Latur.

Previous studies have addressed many different kinds of confessions in police investigations – real, false, coerced, fabricated – and highlighted both psychological and social mechanisms that underlie them. Here, we focus on inadvertent confessions and admissions, which occur when a suspect appears to be confessing without being fully aware of doing so, or when police officers believe they have a confession or admission of guilt when in fact this is not the case. The goal of the study is to explain (...) when, how and why these confessions and admissions occur as well as how they are dealt with in two different jurisdictions, the United States and the United Kingdom. We use a discourse analysis approach because inadvertent confessions and admissions of guilt are the product of miscommunication – they happen because the speaker’s meaning and the hearer’s meaning are misaligned. The data consist of 50 interviews from the United Kingdom and 50 interrogations from the United States with both English-speaking and non-English speaking suspects. Our results demonstrate that inadvertent confessions can occur in both locales due to reliance on inference, which is inevitable since inference is the backbone of any human communication, as well as due to additional factors such as linguistic, cultural and procedural issues. We found that these phenomena are more frequent and less well controlled for in the United States context due to no systematic checking of understanding, adversarial questioning techniques and an absence of legal representation, and lack of professional, high-quality interpreting. We discuss the implications of our findings for current efforts to improve access to justice, custodial procedures and language services, and we make recommendations for the implementation of our research in professional practice. (shrink)

Departing from Levinas, this paper will address the significance of shame in contemporary discourse in order to approach what could be called its ethical intrigue. Focusing on its political, social and phenomenological implications, I intend to reconsider the experience of shame as it has been appropriated within the politics of affect and account for its relation to ethics, which alone can reveal its transformative possibilities. Shame will emerge as an affect of proximity whose basic structure of being exposed is an (...) attestation of our constitutive openness to others that towers above the politics of interest and the structures of economy that advance the drama of the Ego. (shrink)

Departing from what Levey and Sznaider (2002) in their seminal work ‘Memory Unbound’ refer to as ‘cosmopolitan memory’ that emerges as one of the fundamental forms ‘collective memories take in the age of globalization’, this article will consider the underlying ethical implications of global memory formation that have yet to be adequately theorized. Since global disseminations of local memory cultures and the implicit canonization of its traumas are intimately related to the concept of archive, I will first focus on what (...) Derrida (1996) in Archive Fever calls ‘archival violence’ and will show its inherent relation to the formation of cosmopolitan memory. Another related concept that I will use and that will problematize the transformation of living, embodied memory into archival, cultural memory upon which the formation of cosmopolitan memory depends is the witness. Using Agamben’s writing (2002) in this context that in Remnants of Auschwitz focuses on the foundational (im)possibilities of bearing witness, I will show that this transformation that determines the very possibility of cosmopolitan memory is far from unproblematic and readily accessible as Levy and Sznaider seem to assume. What will emerge as the most distinctive concern of global memory formation is the ethical material of difference as that which both makes its imperatives historically and politically exigent and that which signifies the difficulties of its unified articulation. Solidarity with the suffering of the other that mobilizes the very formation of cosmopolitan memory is also what should solicit vigilance against the universalistic ritualizations of its prerogatives. (shrink)

Sind wir auf dem Weg in eine Gesellschaft ohne Diskurs? Der Journalismus stosst im digitalen Zeitalter auf zahlreiche Veranderungen, die die Erfullung seiner verfassungsrechtlichen und gesellschaftlichen Aufgabe erschweren. Der Band thematisiert aus medienethischer Perspektive die journalistischen Herausforderungen und Potenziale des Medienwandels.

t. 1. Dialog s V. V. Davydovym -- t. 2. Nereshennye problemy razvivai︠u︡shchego obrazovanii︠a︡.

Die folgende Untersuchung nimmt eine informationsethische und anthropologische Perspektive ein und legt einen Schwerpunkt auf die Informations- und Kommunikationstechnologien (IKT) im Gesundheitsbereich. Zunächst beschreiben und problematisieren wir das Feld der Informationsethik, das im Wesentlichen heute als Ethik von umfassenden, digitalen Computersystemen als informationsprozessierenden Maschinen verstanden wird (Kap. 2). Im zweiten, anthropologischen Schritt untersuchen wir, wie informationelle Gesundheitstechnologien das menschliche Selbstverständnis beeinflussen (Kap. 3). Dies leitet über zur ethischen Fragestellung, die Überwachung, Kontrolle und Autonomie als Brennpunkte des Gesundheitsbereichs fokussiert (Kap. 4). (...) Zuletzt geben wir als Ausblick einige Hinweise, wie eine dezidiert theologische Perspektive auf die Herausforderungen aussehen kann (Kap. 5). -- Puzio, Anna/Filipovic, Alexander: Personen als Informationsbündel? Informationsethische Perspektiven auf den Gesundheitsbereich. In: Fritz, Alexis/Mandry, Christof/Proft, Ingo/Schuster, Josef (Hg.): Mensch-Maschine-Interaktion. Anthropologische und ethische Herausforderungen neuer Entwicklungen im Gesundheitsbereich (Jahrbuch für Moraltheologie, 5). Freiburg: Herder 2021, S. 89–114. (shrink)

In this article, I examine the consequences of Mamou’s recent solution to the so-called problem of reindividuation. The problem is first proposed by John Broome as an argument against the Humean view of rationality and subjective decision theory. Essentially, Broome argues that the reindividuation of outcomes must be constrained in some way if the axioms of rationality are not to be vacuous, but the constraints on individuation cannot be consistent with the Humean view of rationality. Mamou offers an elegant Humean (...) solution to this problem. We do not need such rules for reindividuation since the subjective decision theory operates under the assumption of maximal relevance of description, and only under that assumption do the axioms tell anything. Thus the problem of reindividuation dissolves in a quite natural and simple way. However, I argue that if we connect this solution to the topic of justification for the requirements of rationality, problems arise. I examine the influence of the solution on the common argument for the axioms of decision theory, the so-called money-pump arguments. These arguments are a staple in the justification of the axioms of subjective decision theory. I argue that they are in collision with Mamou’s solution. This collision brings us to the dilemma: either accept Broome’s conclusions or lose the money-pump arguments as an effective tool for justification of the axioms. I conclude that neither of the options is really good for the defenders of the Humean view of rationality. (shrink)

We’re tired of trees. We should stop believing in trees, roots, and radicles. They’ve made us suffer too much [ … ] Nothing is beautiful or loving or political aside from underground stems and aeri...

Sake i ostali inkongruentni protivdelovi su dovoljni da odbacimo relacionizam, ili je bar tako mislio Kant, jos od nekih svojih prekritickih spisa. Argumenti sa inkongruentnim protivdelovima su elegantni i efektni, i privukli su prilicno veliku paznju kod odredjenog broja autora, koji su argumente kritikovali na razne nacine, ili ih branili. Rasprave su se pritom odaljile od originalnog Kantovog argumenta, i od duha tog vremena, i primila obelezja moderne filozofije i geometrije. U ovom tekstu bi trebalo da pokazem da Kant, kao (...) i oni koji su ga kasnije branili, nisu postigli svoj cilj - nije dat konkluzivan argument protiv relacionizma. (shrink)

This is an interdisciplinary volume that focuses on the central topic of the representation of events, namely cross-cultural differences in representing time and space, as well as various aspects of the conceptualisation of space and time.

Das neue Jahrbuch Praktische Philosophie in globaler Perspektive ist ein Forum fur Arbeiten aus den Bereichen der Politischen Philosophie, der Moral-, Sozial- und Rechtsphilosophie sowie aus den Nachbardisziplinen, die sich dezidiert mit globalen Fragen befassen oder an entsprechende Problemstellungen anschliessen. Band 1 hat den Schwerpunktteil: Pragmatistische Impulse. Der philosophische Pragmatismus erfreut sich seit einiger Zeit grosserer Aufmerksamkeit. Es ist eine Vielzahl an pragmatistischen Forschungsfeldern entstanden, die so gut wie jede philosophische Subdisziplin tangieren. Fur diesen Band wurden vorrangig Arbeiten ausgewahlt, die (...) dezidiert den Mehrwert des Pragmatismus fur Fragen der Praktischen Philosophie untersuchen. (shrink)

Standard models of adolescent risk taking posit that the cognitive abilities of adolescents and adults are equivalent, and that increases in risk taking that occur during adolescence are the result of socio emotional differences in impulsivity, sensation seeking, and lack of self-control. Fuzzy-trace theory incorporates these socio emotional differences. However, it predicts that there are also cognitive differences between adolescents and adults, specifically that there are developmental increases in gist-based intuition that reflects understanding. Gist understanding, as opposed to verbatim-based analysis, (...) generally has been hypothesized to have a protective effect on risk taking in adolescence. Gist understanding is also an essential element of informed consent regarding risks in medical decision- making. Evidence thus supports the argument that adolescents’ status as mature minors should be treated as an exception rather than a presumption, because accuracy in verbatim analysis is not mature gist understanding. Use of the exception should be accompanied by medical experts’ input on the bottom-line gist of risks involved in treatment. (shrink)

Abstract In this chapter, we challenge the presupposed concept of innovation in the responsible innovation literature. As a first step, we raise several questions with regard to the possibility of ‘responsible’ innovation and point at several difficulties which undermine the supposedly responsible character of innovation processes, based on an analysis of the input, throughput and output of innovation processes. It becomes clear that the practical applicability of the concept of responsible innovation is highly problematic and that a more thorough inquiry (...) of the concept is required. As a second step, we analyze the concept of innovation which is self-evidently presupposed in current literature on responsible innovation. It becomes clear that innovation is self-evidently seen as (1) technological innovation, (2) is primarily perceived from an economic perspective, (3) is inherently good and (4) presupposes a symmetry between moral agents and moral addressees. By challenging this narrow and uncritical concept of innovation, we contribute to a second round of theorizing about the concept and provide a research agenda for future research in order to enhance a less naïve concept of responsible innovation. (shrink)

"This book is an augmented and updated translation by the author of Theorie des Subjekts: Subjectiviteat und Identiteat zwischen Moderne und Postmoderne, Teubingen, Francke-UTB, 2010 (3rd ed.)"--Title page verso.