This analysis of Hans Kelsen's international law theory takes into account the context of the German international legal discourse in the first half of the twentieth century, including the reactions of Carl Schmitt and other Weimar opponents of Kelsen. The relationship between his Pure Theory of Law and his international law writings is examined, enabling the reader to understand how Kelsen tried to square his own liberal cosmopolitan project with his methodological convictions as laid out in his Pure Theory of (...) Law. Finally, Jochen von Bernstorff discusses the limits and continuing relevance of Kelsenian formalism for international law under the term of 'reflexive formalism', and offers a reflection on Kelsen's theory of international law against the background of current debates over constitutionalisation, institutionalisation and fragmentation of international law. The book also includes biographical sketches of Hans Kelsen and his main students Alfred Verdross and Joseph L. Kunz. (shrink)

Der folgende Text von Elise v. Bernstorff ist als Transmission des Motivs der Scham aus dem Feld Theater in das Feld Schule entstanden. Er beruht auf einer Situation in einer kurzfristig anberaumten Vertretungsstunde in einer zweiten Klasse der Grundschule einer ländlichen Kleinstadt.

Mit besonderem Fokus auf die klangliche Dimension der Schule beschreibt Elise v. Bernstorff, ausgehend von ihren Notizen während mehrerer Schulbesuche, einen Tag in einer inklusiven Gesamtschule in einer deutschen Großstadt. Dabei werden konventionalisierte, institutionalisierte sowie,undefinierte‘ Praktiken und Aneignungenprozesse beschrieben. Der Versuch, eine performative dichte Beschreibung als analytisches Werkzeug im Forschungsprozess zu entwickeln, stellt auch eine Annäherung an implizite, sensorische und situative Formen von Wissen dar.

Im Folgenden beschreibt Elise v. Bernstorff den künstlerisch-forschenden Ansatz einer spezifisch theater-/ performancewissenschaftlichen Blickweise in (dem ersten Augenschein nach) theaterfremde Felder und das Interesse, Selbstverständnis, die Voraussetzungen, mit denen sie sich als Theaterwissenschaftlerin in das Feld Schule begibt.

Social and linguistic perceptions are linked. On one hand, talker identity affects speech perception. On the other hand, speech itself provides information about a talker's identity. Here, we propose that the same probabilistic knowledge might underlie both socially conditioned linguistic inferences and linguistically conditioned social inferences. Our computational–level approach—the ideal adapter—starts from the idea that listeners use probabilistic knowledge of covariation between social, linguistic, and acoustic cues in order to infer the most likely explanation of the speech signals they hear. (...) As a first step toward understanding social inferences in this framework, we use a simple ideal observer model to show that it would be possible to infer aspects of a talker's identity using cue distributions based on actual speech production data. This suggests the possibility of a single formal framework for social and linguistic inferences and the interactions between them. (shrink)

Since at least Hume and Kant, philosophers working on the nature of aesthetic judgment have generally agreed that common sense does not treat aesthetic judgments in the same way as typical expressions of subjective preferences—rather, it endows them with intersubjective validity, the property of being right or wrong regardless of disagreement. Moreover, this apparent intersubjective validity has been taken to constitute one of the main explananda for philosophical accounts of aesthetic judgment. But is it really the case that most people (...) spontaneously treat aesthetic judgments as having intersubjective validity? In this paper, we report the results of a cross‐cultural study with over 2,000 respondents spanning 19 countries. Despite significant geographical variations, these results suggest that most people do not treat their own aesthetic judgments as having intersubjective validity. We conclude by discussing the implications of our findings for theories of aesthetic judgment and the purpose of aesthetics in general. (shrink)

This paper argues that logical inferentialists should reject multiple-conclusion logics. Logical inferentialism is the position that the meanings of the logical constants are determined by the rules of inference they obey. As such, logical inferentialism requires a proof-theoretic framework within which to operate. However, in order to fulfil its semantic duties, a deductive system has to be suitably connected to our inferential practices. I argue that, contrary to an established tradition, multiple-conclusion systems are ill-suited for this purpose because they fail (...) to provide a 'natural' representation of our ordinary modes of inference. Moreover, the two most plausible attempts at bringing multiple conclusions into line with our ordinary forms of reasoning, the disjunctive reading and the bilateralist denial interpretation, are unacceptable by inferentialist standards. (shrink)

Large scale experiments at CERN’s Large Hadron Collider rely heavily on computer simulations, a fact that has recently caught philosophers’ attention. CSs obviously require appropriate modeling, and it is a common assumption among philosophers that the relevant models can be ordered into hierarchical structures. Focusing on LHC’s ATLAS experiment, we will establish three central results here: with some distinct modifications, individual components of ATLAS’ overall simulation infrastructure can be ordered into hierarchical structures. Hence, to a good degree of approximation, hierarchical (...) accounts remain valid at least as descriptive accounts of initial modeling steps. In order to perform the epistemic function Winsberg Model-based reasoning in scientific discovery. Kluwer Academic/plenum Publishers, New York, pp 255–269, 1999) assigns to models in simulation—generate knowledge through a sequence of skillful but non-deductive transformations—ATLAS’ simulation models have to be considered part of a network rather than a hierarchy, in turn making the associated simulation modeling messy rather than motley. Deriving knowledge-claims from this ‘mess’ requires two sources of justification: holistic validation :253–262, 2010; in Carrier M, Nordmann A Science in the context of application. Springer, Berlin, pp 115–130, 2011), and model coherence. As it turns out, the degree of model coherence sets HEP apart from other messy, simulation-intensive disciplines such as climate science, and the reasons for this are to be sought in the historical, empirical and theoretical foundations of the respective discipline. (shrink)

Appendix 1 was incomplete in the initial online publication. The original article has been corrected.

In this paper I examine the question of logic’s normative status in the light of Carnap’s Principle of Tolerance. I begin by contrasting Carnap’s conception of the normativity of logic with that of his teacher, Frege. I identify two core features of Frege’s position: first, the normative force of the logical laws is grounded in their descriptive adequacy; second, norms implied by logic are constitutive for thinking as such. While Carnap breaks with Frege’s absolutism about logic and hence with the (...) notion that any system of logic should have a privileged claim to correctness, I argue that there is a sense in which Carnap’s framework-relative conception of logical norms has a constitutive role to play: though they are not constitutive for the conceptual activity for thinking, they do nevertheless set the ground rules that make certain forms of scientific inquiry possible in the first place. I conclude that Carnap’s principle of tolerance is tamer than one might have thought and that, despite remaining differences, Frege’s and Carnap’s conceptions of logic have more in common than one might have thought. (shrink)

Identification of propositions as the core of attitudes and beliefs (De Houwer, 2014) has resulted in the development of implicit measures targeting personal evaluations of complex sentences (e.g., the IRAP or the RRT). Whereas their utility is uncontested, these paradigms are subject to limitations inherent in their block based design, such as allowing assessment of only a single belief at a time. We introduce the Propositional Evaluation Paradigm (PEP) for assessment of multiple propositional beliefs within a single experimental block. Two (...) experiments provide first evidence for the PEP’s validity. In Experiment 1 endorsement of racist beliefs measured with the PEP was related to criterion variables such as explicit racism assessed via questionnaire and indicators of behavioral tendencies. Experiment 2 indicates that the PEP’s implicit racism scores may predict actual behavior over and above explicit, self-report measures. Finally, Experiment 3 tested the PEP's applicability in the domain of hiring discrimination. Whereas general PEP based gender stereotypes were not related to hiring bias, results suggest a possible role of female stereotypes in hiring discrimination. In the context of these findings, we discuss both the potential and possible challenges in adopting the PEP to different beliefs. In sum, these initial findings suggest that the PEP may offer researchers a reliable and easily administrable option for the indirect assessment of propositional evaluations. (shrink)

_In times of economic crisis austerity becomes a rallying cry, but what does history tell us about its chances for success?_ Austerity is at the center of political debates today. Its defenders praise it as a panacea that will prepare the ground for future growth and stability. Critics insist it will precipitate a vicious cycle of economic decline, possibly leading to political collapse. But the notion that abstinence from consumption brings benefits to states, societies, or individuals is hardly new. This (...) book puts the debates of our own day in perspective by exploring the long history of austerity—a popular idea that lives on despite a track record of dismal failure. Florian Schui shows that arguments in favor of austerity were—and are today—mainly based on moral and political considerations, rather than on economic analysis. Unexpectedly, it is the critics of austerity who have framed their arguments in the language of economics. Schui finds that austerity has failed intellectually and in economic terms _every time_ it has been attempted. He examines thinkers who have influenced our ideas about abstinence from Aristotle through such modern economic thinkers as Smith, Marx, Veblen, Weber, Hayek, and Keynes, as well as the motives behind specific twentieth-century austerity efforts. The persistence of the concept cannot be explained from an economic perspective, Schui concludes, but only from the persuasive appeal of the moral and political ideas linked to it. (shrink)

Despite remarkable efforts, it remains notoriously difficult to equip quantum theory with a coherent ontology. Hence, Healey (2017, 12) has recently suggested that ‘‘quantum theory has no physical ontology and states no facts about physical objects or events’’, and Fuchs et al. (2014, 752) similarly hold that ‘‘quantum mechanics itself does not deal directly with the objective world’’. While intriguing, these positions either raise the question of how talk of ‘physical reality’ can even remain meaningful, or they must ultimately embrace (...) a hidden variables-view, in tension with their original project. I here offer a neo-Kantian alternative. In particular, I will show how constitutive elements in the sense of Reichenbach (1920) and Friedman (1999, 2001) can be identified within quantum theory, through considerations of symmetries that allow the constitution of a ‘quantum reality’, without invoking any notion of a radically mind-independent reality. The resulting conception will inherit elements from pragmatist and ‘QBist’ approaches, but also differ from them in crucial respects. Furthermore, going beyond the Friedmanian program, I will show how non-fundamental and approximate symmetries can be relevant for identifying constitutive principles. (shrink)

Deep Neural Networks (DNNs) are becoming increasingly important as scientific tools, as they excel in various scientific applications beyond what was considered possible. Yet from a certain vantage point, they are nothing but parametrized functions fθ(x)\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varvec{f}_{\varvec{\theta }}(\varvec{x})$$\end{document} of some data vector x\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varvec{x}$$\end{document}, and their ‘learning’ is nothing but an iterative, algorithmic fitting of the parameters to data. Hence, what could be special about (...) them as a scientific tool or model? I will here suggest an integrated perspective that mediates between extremes, by arguing that what makes DNNs in science special is their ability to develop functional concept proxies (FCPs): Substructures that occasionally provide them with abilities that correspond to those facilitated by concepts in human reasoning. Furthermore, I will argue that this introduces a problem that has so far barely been recognized by practitioners and philosophers alike: That DNNs may succeed on some vast and unwieldy data sets because they develop FCPs for features that are not transparent to human researchers. The resulting breach between scientific success and human understanding I call the ‘Actually Smart Hans Problem’. (shrink)

ABSTRACT:Increasingly, global businesses are confronted with the question of complicity in human rights violations committed by abusive host governments. This contribution specifically looks at silent complicity and the way it challenges conventional interpretations of corporate responsibility. Silent complicity implies that corporations have moral obligations that reach beyond the negative realm of doing no harm. Essentially, it implies that corporations have a moral responsibility to help protect human rights by putting pressure on perpetrating host governments involved in human rights abuses. This (...) is a controversial claim, which this contribution proposes to analyze with a view to understanding and determining the underlying conditions that need to be met in order for moral agents to be said to have such responsibilities in the category of the duty to protect human rights. (shrink)

This book explores the prospects of rivaling ontological and epistemic interpretations of quantum mechanics (QM). It concludes with a suggestion for how to interpret QM from an epistemological point of view and with a Kantian touch. It thus refines, extends, and combines existing approaches in a similar direction. -/- The author first looks at current, hotly debated ontological interpretations. These include hidden variables-approaches, Bohmian mechanics, collapse interpretations, and the many worlds interpretation. He demonstrates why none of these ontological interpretations can (...) claim to be the clear winner amongst its rivals. Next, coverage explores the possibility of interpreting QM in terms of knowledge but without the assumption of hidden variables. It examines QBism as well as Healey’s pragmatist view. The author finds both interpretations or programs wanting in certain respects. As a result, he then goes on to advance a genuine proposal as to how to interpret QM from the perspective of an internal realism in the sense of Putnam and Kant. -/- The book also includes two philosophical interludes. One details the notions of probability and realism. The other highlights the connections between the notions of locality, causality, and reality in the context of violations of Bell-type inequalities. (shrink)

Dass der Begriff 'Kreativität' mit dem künstlerischen Gestaltungsprozess verknüpft ist, scheint eine kaum hinterfragte Selbstverständlichkeit. Da durch die gestiegene Relevanz und die veränderte Funktion der Kreativität in Wissenschaft und Gesellschaft ihre Bedeutung jedoch immer wieder neu verhandelt wird, muss auch die Verbindung zwischen Kreativität und Kunst mit ihren Bedingungen und Funktionen neu gedacht werden. Florian Pfab nähert sich der 'Kreativität' aus einer begriffsanalytischen Perspektive. Mit den Mitteln der Systemtheorie entwirft er eine Definition, die den Forderungen an den Begriff zwischen (...) Schöpfermythos und evolutionärem Prinzip mit Blick auf den künstlerischen Gestaltungsprozess gerecht wird"--Back cover. (shrink)

This paper explores an apparent tension between two widely held views about logic: that logic is normative and that there are multiple equally legitimate logics. The tension is this. If logic is normative, it tells us something about how we ought to reason. If, as the pluralist would have it, there are several correct logics, those logics make incompatible recommendations as to how we ought to reason. But then which of these logics should we look to for normative guidance? I (...) argue that inasmuch as pluralism draws its motivation from its ability to defuse logical disputes—that is, disputes between advocates of rival logics—it is unable to provide an answer: pluralism collapses into monism with respect to either the strongest or the weakest admissible logic. (shrink)

Philosophy for Children has long been considered as crucial for children’s ethical and moral education and a decisive contribution for education for the democratic life. The book gathers contributions from experts in the field who reflect on fundamental issues on how childhood and ethics are interrelated within the P4C movement. The main interest of this volume is to offer an understanding of how different philosophical conceptions of childhood can be coordinated with different ethical and meta-ethical philosophical considerations in P4C addressing (...) topics such as P4C and relativism, P4C and Virtue ethics, ethics and emotions in P4C, philosophical commitments and P4C application, and Socratic practice within a pragmatist framework. A thought-provoking collection about how assumptions of particular philosophical conceptions of childhood modify moral and ethical education and a testimony of the undeniable contribution of P4C for moral education and reconceptualization of childhood. (shrink)

Frankfurt-style cases are supposed to constitute counter-examples to the principle of alternate possibilities, for they are cases in which we have the intuition that an agent is morally responsible for his action, even though he could not have done otherwise. In a recent paper, Swenson rejects this conclusion, on the basis of a comparison between standard FSCs, which typically feature actions, and similar cases involving omissions. Because the absence of alternate possibilities seems to preclude moral responsibility in the cases of (...) omissions, and because there is no morally relevant difference between the cases of actions and omissions, Swenson concludes that agents are not morally responsible in standard FSCs. In the present paper, I argue that Swenson’s argument fails because there are at least two very important differences between both types of cases. First, there is a difference about whether agents in such cases actually perform the relevant action: while agents actually perform the relevant action in standard FSCs, they do not in FSCs supposedly involving omissions, for omissions require the possibility to have done otherwise. Second, while the agent’s behavior in standard FSCs actually explain that he performed the relevant action, the agent’s behavior in FSCs including omission actually fails to explain why the agent did not perform the relevant action. Beyond Swenson’s argument, I end up discussing what factors ultimately explain our intuitions about FSCs involving omissions. (shrink)

Cet article étudie la réinterprétation et l’appropriation de l’exotisme dans les traductions-adaptations des voyages imaginaires du xviiie siècle, tout particulièrement celles de Desfontaines (Les Voyages du capitaine Lemuel Gulliver), de Berault-Bercastel (Voyages récréatifs du chevalier de Quevedo) et de Louis de Mailly (Les Trois Princes de Sarendip). Les traducteurs ont comme objectif d’adapter l’oeuvre au « goût de la France » : ils sont aux prises avec un double exotisme, celui décrit dans le voyage et celui intrinsèque à l’oeuvre. Leur (...) travail d’adaptation repose sur la recherche des équivalences culturelles, sur la suppression des passages subversifs et sur la conservation d’une représentation convenue de l’ailleurs et du merveilleux. Certains traducteurs vont jusqu’à réécrire une grande partie de ces ouvrages afin que le genre littéraire corresponde à celui du voyage. (shrink)

In this paper I examine a neglected question concerning the centerpiece of Carnap's philosophy: the principle of tolerance. The principle of tolerance states that we are free to devise and adopt any well-defined form of language or linguistic framework we please. A linguistic framework defines framework-internal standards of correct reasoning that guide us in our first-order scientific pursuits. The choice of a linguistic framework, on the other hand, is an ‘external’ question to be settled on pragmatic grounds and so not (...) itself constrained by these standards. However, even if choosing a framework is a practical matter, we would nevertheless expect the process of framework selection to be subject to rational norms. But which norms might those be? And where do they come from? I begin by showing that these questions are crucial to the success of Carnap's entire philosophical project. I then offer a response on behalf of the Carnapian which guarantees the rationality of the process of framework selection, while remaining true to Carnap's firm commitment to tolerance. (shrink)

In his invited essay for Business & Society’s 60th anniversary, Archie B. Carroll refers to human rights as “a topic that holds considerable promise for CSR [corporate social responsibility] researchers in the future.” The objective of this article is to unpack this promise. We discuss the momentum of business and human rights in international policy, national regulation, and corporate practice, review how and why BHR scholarship has been thriving, provide a conceptual framework to analyze how BHR and corporate social responsibility (...) relate to each other, and provide a research agenda outlining how BHR can expand business and society scholarship in general and one of its foundational constructs, CSR, in particular, beyond the current confines of the business and society field. (shrink)

In this paper, we pursue three general aims: (I) We will define a notion of fundamental opacity and ask whether it can be found in High Energy Physics (HEP), given the involvement of machine learning (ML) and computer simulations (CS) therein. (II) We identify two kinds of non-fundamental, contingent opacity associated with CS and ML in HEP respectively, and ask whether, and if so how, they may be overcome. (III) We address the question of whether any kind of opacity, contingent (...) or fundamental, is unique to ML or CS, or whether they stand in continuity to kinds of opacity associated with other scientific research. (shrink)

Mit der Coronavirus-Pandemie und den Lockdowns wurde noch einmal klar, dass die Wohnung ein entscheidender Lebens- und Rückzugsort, aber auch ein Gefängnis ist. Obgleich der Mensch ein wohnendes Wesen ist, haben sich nur wenige Philosophen damit beschäftigt. Florian Rötzer unternimmt einen erstaunlichen Streifzug durch die Kulturgeschichte des Wohnens und wirft einen Blick in die digitale Zukunft, die das Wohnen radikal verändert. Denn unsere Wohnung von morgen ist nicht länger ein privater Rückzugsraum, sondern kann von überall gesteuert, eingesehen und gehackt (...) werden. (shrink)

Two powerful arguments have famously dominated the realism debate in philosophy of science: The No Miracles Argument (NMA) and the Pessimistic Meta-Induction (PMI). A standard response to the PMI is selective scientific realism (SSR), wherein only the working posits of a theory are considered worthy of doxastic commitment. Building on the recent debate over the NMA and the connections between the NMA and the PMI, I here consider a stronger inductive argument that poses a direct challenge for SSR: Because it (...) is sometimes exactly the working posits which contradict each other, i.e., that which is directly responsible for empirical success, SSR cannot deliver a general explanation of scientific success. (shrink)

There is now considerable evidence that human sentence processing is expectation based: As people read a sentence, they use their statistical experience with their language to generate predictions about upcoming syntactic structure. This study examines how sentence processing is affected by readers' uncertainty about those expectations. In a self-paced reading study, we use lexical subcategorization distributions to factorially manipulate both the strength of expectations and the uncertainty about them. We compare two types of uncertainty: uncertainty about the verb's complement, reflecting (...) the next prediction step; and uncertainty about the full sentence, reflecting an unbounded number of prediction steps. We find that uncertainty about the full structure, but not about the next step, was a significant predictor of processing difficulty: Greater reduction in uncertainty was correlated with increased reading times. We additionally replicated previously observed effects of expectation violation, orthogonal to the effect of uncertainty. This suggests that both surprisal and uncertainty affect human RTs. We discuss the consequences for theories of sentence comprehension. (shrink)

Dans cet article, nous proposons de montrer expérimentalement que le "sens commun" n'est en matière moral ni complètement objectiviste ni complètement relativiste, mais qu'un même individu peut être tantôt objectiviste tantôt relativiste. De même, nous montrons que les jugements de goût portant sur le prédicat "dégoûtant" ne sont pas toujours relativiste mais peuvent varier selon le contexte entre objectivisme et relativisme.

This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain (...) in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant. (shrink)

What is needed to enable communication about observation and measurement results in information systems? Information system ontologies make a certain conceptualization explicit and partially accoun...

Chapter 1 serves as an introduction to the vast topic of laws of nature. Thus, it first outlines the alleged characteristics of the laws of nature, namely truth, objectivity, contingency, necessity, universality, grounding counterfactuals and their role in science. Among these aspects, the peculiar modal status of laws of nature will be identified as the ‘holy grail’ of the debate. The second part of this chapter is concerned with the three main families of theories of laws of nature – neo-humean, (...) ADT and dispositional theories – which are introduced and evaluated in regard to the aforementioned characteristics. It will then be argued that among those theories, the dispositional ones show the greatest promise of being able to account for the natural necessity of the laws of nature. -/- Before a dispositional account of laws of nature can be given, dispositions themselves need to be understood. Consequently, Chapter 2 introduces various analyses of dispositions. As dispositions are pre-theoretically close to conditionals, a lot of analyses try to reduce dispositions to conditionals. This chapter critically assesses some chosen accounts: the simple conditional analysis, Carnap’s reduction sentences, the simple counterfactual conditional analysis, Lewis’ reformed conditional analysis, Malzkorn’s sophisticated con- ditional analysis, Choi and Gundersen’s context-dependent analysis, Manley and Wasserman’s gradable dispostion ascriptions, and Fara’s habituals. The prevention problem, which poses a threat to any account of dispositions, is depicted. It is argued that, ultimately, none of the conditionalising attempts is able to convince since they all exclude the problem cases which leads to explanation gaps and outlaw areas. -/- Chapter 3 contains the synchronic part of my preferred solution to the prevention problem. The notion of ‘component causes’ is introduced, and the ontological status of components discussed. Millikan’s oil drop experiment is depicted en detail. In a first step, making a distinction between dispositions and the resulting behaviour is advocated. Via the symmetry argument, mani- festations and masks are shown to be ontologically on a par. In a second step, a triadic account consisting of dispositions, wirkungen and resultant behaviour, is established. Finally, the ontological interpretation of the trias is given. It is in the nature of the dispositions to bring about the wirkungen. These interact via combinations rules like the functions f and fa or vector addition, which are built-in into to dispositions. -/- The diachronic part of my favourite interpretation, the triadic process picture of dispositions (TPD), is presented in chapter 4. The dynamics of dispo- sition manifestation are discussed and it is argued that fiddling with the trigger works only up to a certain point. Diachronic masking cases turn out to be no- torious. An excursus to action theory shows that the ontology needs to include processes, as understanding disposition manifestations as processes solves the diachronic prevention problem. The (TPD) can account for all counterexamples by taking the stimulus as the beginning of the manifestation process. -/- Chapter 5 applies the (TPD) to the debate about laws of nature. In order to judge its adequacy, the characteristics of laws of nature given in chapter 1 are consulted. As a first step, the criteria truth, objectivity, universality, grounding counterfactuals and their role in science are covered. It is sketched how the (TPD) can account for these. The second part of the chapter deals with the modal status of the laws of nature. The dispositional essentialist’s view that laws of nature are metaphysical necessary is depicted and then criticised. It is argued that metaphysical necessity is not the appropriate modal status of the laws of nature. Finally, the (TPD) account of the necessity of the laws of nature is presented: laws of nature are naturally necessary and metaphysically contingent. (shrink)

One of the goals of computerized tutoring systems is to optimize the learning of facts. Over a hundred years of declarative memory research have identified two robust effects that can improve such systems: the spacing and the testing effect. By making optimal use of both and adjusting the system to the individual learner using cognitive models based on declarative memory theories, such systems consistently outperform traditional methods. This adjustment process is driven by a continuously updated estimate of the rate of (...) forgetting for each item and learner on the basis of the learner's accuracy and response time. In this study, we investigated to what extent these estimates of individual rates of forgetting are stable over time and across different materials. We demonstrate that they are stable over time but not across materials. Even though most theories of human declarative memory assume a single underlying rate of forgetting, we show that, in practice, it makes sense to assume different materials are forgotten at different rates. If a computerized, adaptive fact-learning system allowed different rates of forgetting for different materials, it could adapt to individual learners more readily. (shrink)

Howson famously argues that the no-miracles argument, stating that the success of science indicates the approximate truth of scientific theories, is a base rate fallacy: it neglects the possibility of an overall low rate of true scientific theories. Recently a number of authors has suggested that the corresponding probabilistic reconstruction is unjust, as it concerns only the success of one isolated theory. Dawid and Hartmann, in particular, suggest to use the frequency of success in some field of research \ to (...) infer a probability of truth for a new theory from \. I here shed doubts on the justification of this and similar moves and suggest a way to directly bound the probability of truth. As I will demonstrate, my bound can become incompatible with the assumption specific testing and Dawid and Hartmann’s estimate for success. (shrink)

Die vorliegende Studie erforscht den Zusammenhang zwischen den Konzepten des höchsten Gutes und des kategorischen Imperativs in Kants praktischer Philosophie. Nach einer originiellen Lesart des Autors gebietet der kategorische Imperativ, das eigene Glück stets nur als Bestandteil allgemeinen Glücks zu verfolgen. Das höchste Gut ist nun derjenige Zustand der Welt, der erreicht würde, wenn alle Menschen diesem Prinzip gemäß handeln würden und ihrem gemeinsamen Streben nach allgemeiner Glückseligkeit auch Erfolg beschieden wäre. Dieser Zustand ist ein notwendiges Ziel vernünftigen Handelns, das (...) sich aus dem kategorischen Imperativ ergibt, dessen Verfolgung aber trotzdem über das bloße Handeln nach verallgemeinerbaren Maximen hinausgeht. Durch eine Neuinterpretation von Kants These, im höchsten Gut sei das Glück stets proportional zur Tugend, gelingt es dem Autor, nicht nur diese These, sondern auch Kants Aussagen über Gerechtigkeit, Glückswürdigkeit und Hoffnung argumentativ an den kategorischen Imperativ zu binden und damit im Kontext des höchsten Guts zu rechtfertigen. Dem Autor zufolge hat das höchste Gut somit eine wichtige eigenständige Funktion in der kantischen Ethik, ohne ihren deontologischen Charakter in Frage zu stellen. (shrink)

Deep neural networks have become increasingly successful in applications from biology to cosmology to social science. Trained DNNs, moreover, correspond to models that ideally allow the prediction of new phenomena. Building in part on the literature on ‘eXplainable AI’, I here argue that these models are instrumental in a sense that makes them non-explanatory, and that their automated generation is opaque in a unique way. This combination implies the possibility of an unprecedented gap between discovery and explanation: When unsupervised models (...) are successfully used in exploratory contexts, scientists face a whole new challenge in forming the concepts required for understanding underlying mechanisms. (shrink)