Ensuring the trustworthiness of autonomous systems and artificial intelligence is an important interdisciplinary endeavour. In this position paper, we argue that this endeavour will benefit from technical advancements in capturing various forms of responsibility, and we present a comprehensive research agenda to achieve this. In particular, we argue that ensuring the reliability of autonomous system can take advantage of technical approaches for quantifying degrees of responsibility and for coordinating tasks based on that. Moreover, we deem that, in certifying the legality (...) of an AI system, formal and computationally implementable notions of _responsibility_, _blame_, _accountability_, and _liability_ are applicable for addressing potential responsibility gaps (i.e. situations in which a group is responsible, but individuals’ responsibility may be unclear). This is a call to enable AI systems themselves, as well as those involved in the design, monitoring, and governance of AI systems, to represent and reason about who can be seen as responsible in prospect (e.g. for completing a task in future) and who can be seen as responsible retrospectively (e.g. for a failure that has already occurred). To that end, in this work, we show that across all stages of the design, development, and deployment of trustworthy autonomous systems (TAS), responsibility reasoning should play a key role. This position paper is the first step towards establishing a road map and research agenda on how the notion of responsibility can provide novel solution concepts for ensuring the _reliability_ and _legality_ of TAS and, as a result, enables an effective embedding of AI technologies into society. (shrink)

Humans hunt and kill many different species of animals, but whales are our biggest prey. In the North Atlantic, a male long-fi nned pilot whale (Globiceph- ala melaena), a large relative of the dolphins, can grow as large as 6.5 meters and weigh as much as 2.5 tons. As whales go, these are not particularly large, but there are more than 750,000 pilot whales in the North Atlantic, traveling in groups, “pods,” that range from just a few individuals to a (...) thousand or more. Each pod is led by an individual known as the “pilot,” who appears to set the course of travel for the rest of the group. This pilot is both an asset and a weakness to the pod. The average pilot whale will yield about a half ton of meat and blubber, and North Atlantic societies including Ireland, Iceland, and the Shetlands used to manipulate the pilot to drive the entire pod ashore. In the Faroe Islands, a group of 18 grassy rocks due north of Scotland, pilot whale hunts have continued for the last 1200 years, at least. The permanent residents of these islands, the Faroese, previously killed an average of 900 whales each year, yielding about 500 tons of meat and fat that was consumed by local residents. Hunts have declined in recent years. From 2001 to 2005, about 3400 whales were killed, yielding about 890 metric tons of blubber and 990 metric tons of meat. The whale kill, or grindadráp in the Faroese language, begins when a fi shing boat spots a pod close enough to a suitable shore, on a suitably clear day. A single boat, or even a small group of fi shermen, is not suffi cient to trap a.. (shrink)

What role does non-genetic inheritance play in evolution? In recent work we have independently and collectively argued that the existence and scope of non-genetic inheritance systems, including epigenetic inheritance, niche construction/ecological inheritance, and cultural inheritance—alongside certain other theory revisions—necessitates an extension to the neo-Darwinian Modern Synthesis (MS) in the form of an Extended Evolutionary Synthesis (EES). However, this argument has been challenged on the grounds that non-genetic inheritance systems are exclusively proximate mechanisms that serve the ultimate function of calibrating organisms (...) to stochastic environments. In this paper we defend our claims, pointing out that critics of the EES (1) conflate non-genetic inheritance with early 20th-century notions of soft inheritance; (2) misunderstand the nature of the EES in relation to the MS; (3) confuse individual phenotypic plasticity with trans-generational non-genetic inheritance; (4) fail to address the extensive theoretical and empirical literature which shows that non-genetic inheritance can generate novel targets for selection, create new genetic equilibria that would not exist in the absence of non-genetic inheritance, and generate phenotypic variation that is independent of genetic variation; (5) artificially limit ultimate explanations for traits to gene-based selection, which is unsatisfactory for phenotypic traits that originate and spread via non-genetic inheritance systems; and (6) fail to provide an explanation for biological organization. We conclude by noting ways in which we feel that an overly gene-centric theory of evolution is hindering progress in biology and other sciences. (shrink)

In September 2008, 10 years after the untimely death of Pere Alberch (1954–1998), the 20th Altenberg Workshop in Theoretical Biology gathered a group of Pere’s students, col- laborators, and colleagues (Figure 1) to celebrate his contribu- tions to the origins of EvoDevo. Hosted by the Konrad Lorenz Institute for Evolution and Cognition Research (KLI) outside Vienna, the group met for two days of discussion. The meeting was organized in tandem with a congress held in May 2008 at the Cavanilles Institute (...) for Biodiversity and Evolutionary Biology (ICBiBE) in Valencia, Spain. The talks at the KLI were equal parts: nostalgic remembrance, excitement over new ways of thinking about old problems, and an unrepressed vitriol against the resurgence of reductionist thinking in EvoDevo. Here we highlight some of the key aspects of Pere’s life and work that informed and infused the talks. (shrink)

Carolingian Biblical Culture John J. CONTRENI Qui sim nosse uolens, scito Bibliotheca dicor El ueteris legis ius ueho siue nouae. Ne me sperne, precor, ...

Regular musical activity as a complex multimodal lifestyle activity is proposed to be protective against age-related cognitive decline and Alzheimer’s disease. This cross-sectional study investigated the association and interplay between musical instrument playing during life, multi-domain cognitive abilities and brain morphology in older adults from the DZNE-Longitudinal Cognitive Impairment and Dementia Study study. Participants reporting having played a musical instrument across three life periods were compared to controls without a history of musical instrument playing, well-matched for reserve proxies of education, (...) intelligence, socioeconomic status and physical activity. Participants with musical activity outperformed controls in global cognition, working memory, executive functions, language, and visuospatial abilities, with no effects seen for learning and memory. The musically active group had greater gray matter volume in the somatosensory area, but did not differ from controls in higher-order frontal, temporal, or hippocampal volumes. However, the association between gray matter volume in distributed frontal-to-temporal regions and cognitive abilities was enhanced in participants with musical activity compared to controls. We show that playing a musical instrument during life relates to better late-life cognitive abilities and greater brain capacities in OA. Musical activity may serve as a multimodal enrichment strategy that could help preserve cognitive and brain health in late life. Longitudinal and interventional studies are needed to support this notion. (shrink)

Sensory processing dysfunction is characterized by a behaviorally observed difference in the response to sensory information from the environment. While the cerebellum is involved in normal sensory processing, it has not yet been examined in SPD. Diffusion tensor imaging scans of children with SPD and typically developing controls were compared for fractional anisotropy, mean diffusivity, radial diffusivity, and axial diffusivity across the following cerebellar tracts: the middle cerebellar peduncles, superior cerebellar peduncles, and cerebral peduncles. Compared to TDC, children with SPD (...) show reduced microstructural integrity of the SCP and MCP, characterized by reduced FA and increased MD and RD, which correlates with abnormal auditory behavior, multisensory integration, and attention, but not tactile behavior or direct measures of auditory discrimination. In contradistinction, decreased CP microstructural integrity in SPD correlates with abnormal tactile and auditory behavior and direct measures of auditory discrimination, but not multisensory integration or attention. Hence, altered cerebellar white matter organization is associated with complex sensory behavior and attention in SPD, which prompts further consideration of diagnostic measures and treatments to better serve affected individuals. (shrink)

Definition of the problem: In Germany, clinical ethics is still in the state of development. Ethics consultation is very new and rare in the clinical setting in German university hospitals. Therefore this paper describes the clinical ethics activities at the Medical Center of Philipps University, Marburg, regard to ethics consultation in a case report. Clinical ethics rounds at the Surgical Intensive Care Unit are organized according to the theory and practice of the ethics consultation service at the Medical Center of (...) the University of Virginia, established by J.C. Fletcher, F.G. Miller and J.J. Fins. (shrink)

Name der Zeitschrift: Internationales Jahrbuch für philosophische Anthropologie Jahrgang: 5 Heft: 1 Seiten: 251-266.

I PSYCHOLOGY 5 The Probabilistic Revolution in Psychology--an Overview Gerd Gigerenzer 7 1 Probabilistic Thinking and the Fight against Subjectivity Gerd Gigerenzer 11 2 Statistical Method and the Historical Development of Research Practice in American Psychology Kurt Danziger 35 3 Survival of the Fittest Probabilist: Brunswik, Thurstone, and the Two Disciplines of Psychology Gerd Gigerenzer 49 4 A Perspective for Viewing the Integration of Probability Theory in Psychology David J. Murray 73 II SOCIOLOGY 101 5 The Two (...) Empirical Roots of Social Theory and the Probability Revolution Anthony Oberschall 103 III ECONOMICS 133 The Probabilistic Revolution in Economics--an Overview Mary S. Morgan 135 6 Why Was There No Probabilistic Revolution in Economic Thought? Claude Mènard 139 7 The Rise of Macroeconomic Calculations in Economic Statistics Robert A. Horváth 147 8 Statistics without Probability and Haavelmo’s Revolution in Econometrics Mary S. Morgan 171 IV PHYSIOLOGY 199 9 Experimental Physiology and Statistical Inference: The Therapeutic Trial in Nineteenth-Century Germany William Coleman 201 V EVOLUTIONARY BIOLOGY 227 The Probabilistic Revolution in Evolutionary Biology--an Overview John H. Beatty 229 10 Natural Selection as a Causal, Empirical, and Probabilistic Theory M. J. S. Hodge 233 11 Dobzhansky and Drift: Facts, Values, and Chance in Evolutionary Biology John H. Beatty 271 12 Random Genetic Drift, R. A. Fisher, and the Oxford School of Ecological Genetics John R. G. Turner 313 13 On the Prior Probability of the Existence of Life Bernd-Olaf Küppers 355 VI PHYSICS 371 The Probabilistic Revolution in Physics--an Overview Lorenz Krüger 373 14 Probabilistic Physics the Classical Way Jan von Plato 379 15 Max Born and the Reality of Quantum Probabilities Nancy Cartwright 409 16 Philosophical Problems of Quantum Theory: The Response of American Physicists Nancy Cartwright. (shrink)

In his discussion of pleasure, Aristotle assumes the thesis that a perfect activity always and necessarily yields pleasure. The occurrence of pleasure is even presented as a sign that the activity is perfect. But this assumption seems to be too easy. It is possible that we do feel pleasure in activities which are not perfectly performed, and on the other hand, it is not certain at all that I will enjoy a perfect activity. Pleasure falls into the category of what (...) J. Elster has called 'states that are essentially by-products'. Up to a point, Aristotle acknowledges this, but he does not follow this analysis to its final consequences. If one agrees, as Aristotle does, that there is a difference between the perfect activity and pleasure, it should be possible that an activity is perfect without yielding pleasure, or that pleasure will accompany even an activity which is not perfect. (shrink)

This volume contains the proceedings of JELIA '92, les Journ es Europ ennes sur la Logique en Intelligence Artificielle, or the Third European Workshop on Logics in Artificial Intelligence. The volume contains 2 invited addresses and 21 selected papers covering such topics as: - Logical foundations of logic programming and knowledge-based systems, - Automated theorem proving, - Partial and dynamic logics, - Systems of nonmonotonic reasoning, - Temporal and epistemic logics, - Belief revision. One invited paper, by D. Vakarelov, is (...) on arrow logics, i.e., modal logics for representing graph information. The other, by L.M. Pereira,J.J. Alferes, and J.N. Apar cio, is on default theory for well founded semantics with explicit negation. (shrink)

J.M. R. Lenz hat sich keineswegs als ein „vorübergehendes Meteor“ erwiesen, wie Goethe urteilte, sondern gilt inzwischen als einer der wichtigsten Autoren des 18. Jahrhunderts. Sein unglückliches Schicksal ist, vor allem über Büchner vermittelt, ein bis heute aktuelles Thema der produktiven Rezeption. Seine Werke entziehen sich aufgrund ihrer formalen und thematischen Vielschichtigkeit schnellen Deutungen. Das Lenz-Handbuch, an dem namhafte Vertreter der einschlägigen Forschung wie auch junge Autoren mitgearbeitet haben, vermittelt ein umfassendes und differenziertes Bild von Leben und Werk. Die Artikel (...) erschließen das Werk nach Gattungen sowie nach übergreifenden innovativen Gesichtspunkten. Die Rezeption von Autor und Werk in Wissenschaft, Literatur, Kunst, Musik und Film wird einbezogen. Dem ‚Lenz-Kenner‘ vermittelt das Handbuch den aktuellen Stand der Wissenschaft, aber auch neue Einsichten und damit die Grundlage für weitere eigene Forschungsarbeiten, dem Interessenten am Autor, an der Literaturgeschichte des 18. Jahrhunderts und ihrer Aneignung heute bietet das Handbuch eine Fülle von Informationen und Anregungen, die zugleich der besonderen Rolle von Lenz im literarischen Feld seiner Zeit gerecht zu werden versuchen. (shrink)

Leibniz’ Briefwechsel wird 1705/06 vor allem von den politischen und militärischen Großereignissen bestimmt, über deren Verlauf sich Leibniz informieren lässt und zu denen er eigene Einschätzungen an seine Korrespondenten weitergibt: Zum Spanischen Erbfolgekrieg, zum Nordischen Krieg und zu der Aussicht des Hauses Hannover auf die Thronfolge in England. Um letztere zu forcieren und eine Einladung der Kurfürstin Sophie nach England zu erzwingen, entwirft und publiziert er im Namen von Rowland Gwynne ein Pamphlet, das in London jedoch das genaue Gegenteil bewirkt (...) und im dortigen Parlament zum Skandal wird. Im Bereich der Philosophie greift Leibniz in die zwischen J. Le Clerc und P. Bayle geführte Diskussion um das Werk von R. Cudworth, The true intellectual system of the Universe, 1678, mit seiner Considération sur les principes de vie, et sur les natures plastiques, ein. Im August 1705 erreicht Leibniz’ Korrespondenz mit den China-Missionaren (J. Bouvet, J. de Fontaney, Ch. Le Gobien, A. Verjus, C. Visdelou) einen letzten Höhepunkt. Der Austausch mit dem Pariser Oratorianer J. Lelong widmet sich weiterhin nebeneinander Bibel-Bibliographie und dem Streit um die Anwendbarkeit des Differentialkalküls. (shrink)

Barion, J. Was es heisst, ein Philosoph zu sein.--Flach, W. Die Objektivität der Erkenntnis.--Schmidt, G. Die Transzendentalität des Seingedankens.--Winterhager, E. Das Sich-Haben des Subjekts.--Hartmann, K. Analytische und kategoriale Transzendentalphilosophie.--Marx, W. Systemidee und die Problematik ihrer Begründung.--Röd, W. Transzendentalphilosophie und deskriptive Philosophie als wissenschaftliche Theorien.--Vuillemin, J. Caractères et fonctions des signes.--Ritzel, W. Zur Theorie praktischer Wissenschaft.--Hufnagel, E. Relationen--zum Streit um die pädagogische Anthropologie.--Derbolav, J. Politik und Moral.--Wolandt, G. Standpunkte der Kunstphilosophie.

In his debates with Daniel Kahneman and Amos Tversky, Gerd Gigerenzer puts forward a stricter standard for the proper representation of judgment heuristics. I argue that Gigerenzer’s stricter standard contributes to naturalized epistemology in two ways. First, Gigerenzer’s standard can be used to winnow away cognitive processes that are inappropriately characterized and should not be used in the epistemic evaluation of belief. Second, Gigerenzer’s critique helps to recast the generality problem in naturalized epistemology and cognitive psychology as the methodological (...) problem of identifying criteria for the appropriate specification and characterization of cognitive processes in psychological explanations. I conclude that naturalized epistemologists seeking to address the generality problem should turn their focus to methodological questions about the proper characterization of cognitive processes for the purposes of psychological explanation. (shrink)

This dissertation is a study of how methodological issues in psychology can have significant implications for philosophical accounts of interpretation, justification, and psychological explanation. In the first chapter, I analyze traditional philosophical accounts of interpretation with an eye to identifying the ways in which philosophers have used rationality as a methodological tool. I argue that these forms of methodological rationalism do not successfully cope with the challenge from the heuristics and biases research program which generally argues that human judgment is (...) irrational. In the second chapter, I trace cognitive psychology's disciplinary trend to study conditions that facilitate rational rather than irrational judgment. This trend suggests we should seek to make rational judgment an object of study rather than a default methodology for the process of studying psychological judgment. I argue that social and moral interests in promoting cognitive health motivate and justify the interest in discovering conditions that promote rational rather than irrational judgment. I call this normative account of applied cognitive psychology ecological rationalism. In the third chapter, I argue that psychology's disciplinary interest in creating valid questionnaires motivates discovering the conditions of successful communication. I discuss the methodological lessons that the Gricean turn in psychological research brings to questionnaire design: in particular, the Gricean turn imposes evidential requirements on psychological research about the conditions of successful versus unsuccessful communication for specific contexts and the conversational norms governing communication in experimental conditions. In the fourth chapter, I argue that some methodological critiques of the heuristics and biases research program have intimate connections to naturalized epistemology: in particular, the ways in which Gerd Gigerenzer thinks cognitive processes should be specified for the sake of explaining human judgment suggest that cognitive psychology and naturalized epistemology are disciplines with shared explanatory goals. I argue that both invoke cognitive processes to explain the psychological transformation of inputs to output-beliefs; and both seek to explain the epistemic status of output-beliefs by reference to the same cognitive process invoked to explain its production. To close, I make a few observations on how the shared explanatory goals between cognitive psychology and naturalized epistemology recasts traditional challenges facing reliabilism. (shrink)