In March 2016, DeepMind's computer programme AlphaGo surprised the world by defeating the world‐champion Go player, Lee Sedol. AlphaGo exhibits a novel, surprising and valuable style of play and has been recognised as “creative” by the artificial intelligence (AI) and Go communities. This article examines whether AlphaGo engages in creative problem solving according to the standards of comparative psychology. I argue that AlphaGo displays one important aspect of creative problem solving (namely mental scenario building in the form of Monte Carlo (...) tree search), while lacking another (domain generality). This analysis has consequences for how we think about creativity in humans and AI. (shrink)

Animal minds are complex and diverse, making them difficult to study. This Element focuses on a question that has received much attention in the field of comparative cognition: 'Do animals reason about unobservable variables like force and mental states?' The Element shows how researchers design studies and gather evidence to address this question. Despite the many virtues of current methods, hypotheses in comparative cognition are often underdetermined by the empirical evidence. Given this, philosophers and scientists have recently called for additional (...) behavioral constraints on theorizing in the field. The Element endorses this proposal (known as 'signature testing'), while also arguing that studies on animal minds would benefit from drawing more heavily on neuroscience and biology. (shrink)

There is currently a consensus among comparative psychologists that nonhuman animals are capable of some forms of mindreading. Several philosophers and psychologists have criticized this consensus, however, arguing that there is a “logical problem” with the experimental approach used to test for mindreading in nonhuman animals. I argue that the logical problem is no more than a version of the general skeptical problem known as the theoretician’s dilemma. As such, it is not a problem that comparative psychologists must solve before (...) providing evidence for mindreading. (shrink)

We evaluate a common reasoning strategy used in community ecology and comparative psychology for selecting between competing hypotheses. This strategy labels one hypothesis as a “null” on the grounds of its simplicity and epistemically privileges it as accepted until rejected. We argue that this strategy is unjustified. The asymmetrical treatment of statistical null hypotheses is justified through the experimental and mathematical contexts in which they are used, but these contexts are missing in the case of the “pseudo-null hypotheses” found in (...) our case studies. Moreover, statistical nulls are often not epistemically privileged in practice over their alternatives because failing to reject the null is usually a negative result about the alternative, experimental hypothesis. Scientists should eschew the appeal to pseudo-nulls. It is a rhetorical strategy that glosses over a commitment to valuing simplicity over other epistemic virtues in the name of good scientific and statistical methodology. (shrink)

A common strategy in comparative cognition is to require that one reject associative learning as an explanation for behavior before concluding that an organism is capable of causal reasoning. In this paper, I argue that standard causal-reasoning tasks can be explained by a powerful form of associative learning: unlimited associative learning (UAL). The lesson, however, is not that researchers should conduct more studies to reject UAL, but that they should instead focus on 1) enriching the cognitive hypothesis space and 2) (...) testing a broader range of information processing patterns—errors, biases and limits, rather than successful problem solving alone. (shrink)

(2013). Mindreading Animals: The Debate over What Animals Know about Other Minds. Philosophical Psychology. ???aop.label???. doi: 10.1080/09515089.2012.746630.

The professionalization of science is a recent phenomenon. Before the mid-1800s, investigations of the natural world were largely performed by those hobbyists who had the leisure time to do so. Things are very different today. Open one of the over twenty thousand scientific journals currently in circulation, and you would be hard pressed to decipher the technical prose, much less the methodological and conceptual strategies being employed. This is changing, however. People are not only taking greater interest in how science (...) works, but choosing to actively participate in the process, whether this involves discovering new protein configurations , identifying and categorizing cancer cells from tissue samples , or analyzing the vocalizations of canids .Why start a review on what might seem like an academic book in contemporary philosophy of biology with a discussion of citizen science? Craver and Darden’s book, In Search of Mechanisms, is positi .. (shrink)

Recent debates about the biological and evolutionary conditions for sentience have generated a renewed interest in fine-grained functionalism. According to one such account advanced by Peter Godfrey-Smith, sentience depends on the fine-grained activities characteristic of living organisms. Specifically, the scale, context and stochasticity of these fine-grained activities. One implication of this view is that contemporary artificial intelligence is a poor candidate for sentience. Insofar as current AI lacks the ability to engage in such living activities it will lack sentience, no (...) matter what its coarse-grained functions. In this paper, we review the case for fine-grained functionalism and show that there are contemporary machines that fulfil the fine-grained functional criteria identified by Godfrey-Smith, and thus are candidates for sentience. Molecular machines such as Brownian computers are analogous to metabolic activity in their scale, context and stochasticity, and can serve as the basis of AI. Molecular computation is a promising candidate for artificial sentience according to contemporary philosophical accounts of sentience. (shrink)

We argue that general intelligence, as presented in the target article, generates multiple distinct and non-equivalent characterisations. Clarifying this central concept is necessary for assessing Burkart et al.’s proposal that the cultural intelligence hypothesis is the best explanation for the evolution of general intelligence. We assess this claim by considering two characterisations of general intelligence presented in the article.

This editorial introduces the Journal of Consciousness Studies special issue on "Animal Consciousness". The 15 contributors and co-editors answer the question "How should we study animal consciousness scientifically?" in 500 words or fewer.

Despite there being little consensus on what intelligence is or how to measure it, the media and the public have become increasingly preoccupied with the concept owing to recent accomplishments in machine learning and research on artificial intelligence (AI). Governments and corporations are investing billions of dollars to fund researchers who are keen to produce an ever‐expanding range of artificial intelligent systems. More than 30 countries have announced such research initiatives over the past 3 years 1. For example, the EU (...) Commission pledged to increase the investment in AI research to €1.5 billion by 2020 (from €500 million in 2017), while China has committed $2.1 billion towards an AI technology park in Beijing alone 1. This global investment in AI is astonishing and prompts several questions: What are the true possibilities and limitations of AI? What do AI researchers and developers mean by “intelligence”? How does this compare to the everyday concept of intelligence and how the term is other branches of cognitive science? And can machine learning produce anything that is truly “intelligent”? (shrink)

Artificial Intelligence is making rapid and remarkable progress in the development of more sophisticated and powerful systems. However, the acknowledgement of several problems with modern machine learning approaches has prompted a shift in AI benchmarking away from task-oriented testing towards ability-oriented testing, in which AI systems are tested on their capacity to solve certain kinds of novel problems. The Animal-AI Environment is one such benchmark which aims to apply the ability-oriented testing used in comparative psychology to AI systems. Here, we (...) present the first direct human-AI comparison in the Animal-AI Environment, using children aged 6–10. We found that children of all ages were significantly better than a sample of 30 AIs across most of the tests we examined, as well as performing significantly better than the two top-scoring AIs, “ironbar” and “Trrrrr,” from the Animal-AI Olympics Competition 2019. While children and AIs performed similarly on basic navigational tasks, AIs performed significantly worse in more complex cognitive tests, including detour tasks, spatial elimination tasks, and object permanence tasks, indicating that AIs lack several cognitive abilities that children aged 6–10 possess. Both children and AIs performed poorly on tool-use tasks, suggesting that these tests are challenging for both biological and non-biological machines. (shrink)

Danse Macabre and Other Stories: A Psychoanalytic Perspective on Global Dynamics examines the world using a systemic and psychoanalytic lens, including concepts of splitting, separation, projection, displacement, and the return of the repressed. They consider what impact the disappearance of some iconic and psychic containers has on individuals' functioning and why we choose populist leaders to shore up our own social defences. They question why the world feels so threatening to the twenty-first-century linked-in citizens when the objective facts suggest that (...) overall much is improving for the global citizen. Building on their previous work, Halina Brunning and Olya Khaleelee have created a coherent framework in order to conceptualise global dynamics within a matrix form. The matrix contains dialectic dynamic forces for both good and evil, love and hate, creation and destruction. They take a closer look at the plethora of phenomena which they see arising therein. Whilst the matrix holds steady, inside it is a world in constant flux, reconfiguring and rearranging itself, as if in a kaleidoscope, with inevitable and unavoidable turbulence, but - Brunning and Khaleelee hypothesise - with an underlying pattern that is available to be discerned and studied. Aware of this turbulence, Brunning and Khaleelee wish to share their view of the world in the hope of offering a containing reflection, capable of calming the nerves of the readers as well as their own. (shrink)

This paper examines the transformation of environmental regulatory system in Poland during the 1990s. It is a case of institutional transplantation from the past into the present: the place remained constant but the economic and political context rapidly changed over time. Drawing on five case studies of privatized firms, a mailed questionnaire, and policy and institutional analysis, it investigates how Poland developed an effective system for managing industrial pollution while also achieving considerable socioeconomic progress. One key lesson is that considerable (...) and effective evolution of policies can take place during radical shifts in the political-economic context, as long as certain conditions are fulfilled. These include a good “fit” between the approaches taken and the existing modes of conducting societal transactions; wide sharing of certain values among the key societal actors; and continuity in policies and institutions. It also appears that a broad support for the rule of law and due process are crucial. The case of Poland also suggests that, while the developing countries do not necessarily need to reenact the evolution that has taken place among the developed countries during the past three decades, neither can they expect to leapfrog from a highly polluting “dirty” economy to a sustainable economy. The study also suggests that success in the first phase of regulatory system’s transformation—centered around reducing pollution from the energy and manufacturing sectors—is not a predictor of its success in next phase, centered around sustainability issues. The types of institutions, political circumstances, and national capabilities are different for each phase. (shrink)

Despite the intention for precision and accuracy, legal discourse is oftentimes complex, archaic and ambiguous - which gives rise to contentious interpretation. Moreover, little or no attention is paid to the cultural dimension of legal discourse, which plays a critical role in the translation and interpretation of legal texts, as well as in the application of law. This paper endeavours to illustrate the impact the culture, or, more precisely, legal culture has on the way legal texts are construed or translated (...) and to present problems which arise in the interpretation, translation and application of law as a result of cultural diversities. (shrink)

The main purpose of this book is to look at a range of ubiquitous phenomena that make up our daily life and to ask not so much "whether" but "what" psychoanalytic thinking can add to our current understanding of these phenomena. Could there be another layer, below the obvious surface-layer, that needs to be explored further? And if so, can psychoanalytic light reflect upon and illuminate some of the new contours and shapes perhaps previously not fully seen or appreciated? What (...) interim conclusions can we reach as a result of this reflection upon our modern world? This book is linked to its immediate predecessor Psychoanalytic Perspectives on a Turbulent World but it differs significantly in tone, light and composition. This new book no longer addresses itself to the complex and troubling issues such as war, conflict, the global financial crisis and our struggle with leadership, instead, it tends to focus on the lighter side of life. (shrink)

A complete, illustrated survey of Etienne-Jules Marey's work that investigates the far reaching effects of her inventions on stream-of-consciousness literature, psychoanalysis, Bergsonian philosophy, and the art of cubists and futurists.

Legal concepts and notions are deeply affected by religions, ethics, philosophy and the culture of a particular nation. As Friedman Comparing legal cultures, Dartmouth, Aldershot, 1997, p. 34) highlights, understanding legal culture is a crucial factor as it both affects their translation and interpretation and consequently has an impact on the application of law. This increases in importance, for example, in the context of the principle of mutual trust and recognition of judgments assumed by the European Union as the cornerstone (...) of judicial co-operation in the European Union, which would not be possible without the trust in each other’s justice system and the respect for the different legal systems and traditions of the Member States. In that vein, ‘the Third Space’, where legal concepts and notions of multiple origins meet and where their meanings are negotiated, transformed, translated and integrated into various socio-political and cultural contexts has acquired an immense significance. Although there may be natural similarities between legal professions in the European Union, they could differ quite substantially as they are deeply rooted in the history and societal evolution of a country; therefore, they are generally regulated at a national, not a European level. In light of the above, the author intends to perform an in-depth analysis of key terminology in the field of names of legal professions which exist in the Member States of the European Union. The author focuses on the terms which refer to the legal profession of lawyers as they might pose obstacles in translation and interpretation due to different functions and roles these legal professionals play in their legal systems or due to the lack of their equivalents in other legal systems. The terminology is compared to present similarities and differences in their meaning, particularly putting some emphasis on socio-political and cultural contexts. The research methods encompass the analysis of relevant literature and the terminological analysis of the research material, which includes the information on legal professions provided by particular Member States on the European e-Justice portal and relevant national regulations in that respect. Finally, the author draws the conclusion that a thorough analysis of the functions and roles of a particular legal profession in socio-political and cultural contexts is required before the translation and interpretation of the term is provided as it helps to avoid ambiguity and makes legal communication precise. (shrink)

Celem artykułu jest pokazanie możliwości zastosowania J.M. Bocheńskiego koncepcji zabobonu filozoficznego (pogląd fałszywy stwarzający pozory prawdziwości) w analizie etycznych ocen i argumentacji. Dla osiągnięcia tego celu koncepcja Bocheńskiego jest najpierw omówiona, następnie wskazane są cechy myślenia etycznego sprzyjające jego podatności na zabobony filozoficzne oraz podjęty jest problem możliwości rozpoznawania i ograniczania zabobonów w refleksji nad moralnością.

This paper examines a little studied type of perspective shift that I call protagonist projection, following Holton :625–628, 1997). PP is a way of describing the mental state of a protagonist that conveys, to some extent, her perspective. Similarly to its better known cousin free indirect discourse, the shift in perspective is achieved without an overt operator. Unlike FID, PP is not based on a presumed speech-act of a protagonist. Rather, it gives a linguistic form to pre-verbal perceptual content, sensations, (...) feelings or implicit beliefs. I propose to analyse PP in a bi-contextual framework, extending Eckardt’s approach to FID. Under the resulting analysis, FID and PP are two instances of a more general category of perspective shift. (shrink)

The central idea behind this paper is that presuppositions of soft triggers arise from the way our attention structures the informational content of a sentence. Some aspects of the information conveyed are such that we pay attention to them by default, even in the absence of contextual information. On the other hand, contextual cues or conversational goals can divert attention to types of information that we would not pay attention to by default. Either way, whatever we do not pay attention (...) to, be it by default, or in context, is what ends up presupposed by soft triggers. This paper attempts to predict what information in the sentence is likely to end up being the main point (i.e. what we pay attention to) and what information is independent from this, and therefore likely presupposed. It is proposed that this can be calculated by making reference to event times. The notion of aboutness used to calculate independence is based on that of Demolombe and Fariñas del Cerro (In: Holdobler S (ed) Intellectics and computational logic: papers in honor of Wolfgang Bibel, 2000). (shrink)

Some presuppositions are easier to cancel than others in embedded contexts. This contrast has been used as evidence for distinguishing two fundamentally different kinds of presuppositions, ‘soft’ and ‘hard’. ‘Soft’ presuppositions are usually assumed to arise in a pragmatic way, while ‘hard’ presuppositions are thought to be genuine semantic presuppositions. This paper argues against such a distinction and proposes to derive the difference in cancellation from inherent differences in how presupposition triggers interact with the context: their focus sensitivity, anaphoricity, and (...) question–answer congruence properties. The paper also aims to derive the presuppositions of additive particles such as too, also, again, and of it-clefts. (shrink)

Plato's Republic VII suggests that if we ask someone to philosophize when they are too young, they can become corrupted (537e–539d). Republic VII also suggests that to avoid this corruption, we must not expose youth to argument (539a–b). This is not a reasonable option outside of Kallipolis, so a question arises: does Plato describe how to correct corruption if we do not manage to prevent it? This paper shows that a parallel between this passage from Republic VII and a passage (...) from Laws X suggests that he does. Laws X describes an impious man who is corrupted in the same way as the youth exposed to philosophy prematurely in Republic VII. While we leave the youth to his corruption in Republic, the impious man is helped to overcome his corruption in Laws with a refutation followed by a myth (also called a charm). This paper analyses these steps in terms of Plato's psychology, showing that both corruption and correction require a destabilization of the soul, which in these passages is brought about through refutation. This destabilization allows for a reconfiguration, which, with something that can restabilize the soul (for example with myth), can be a reconfiguration for the better. (shrink)

Celem artykułu jest przedstawienie i analiza poglądów F.A. von Hayeka na temat moralności (zebranych z różnych jego dzieł) oraz wskazanie na ich znaczenie dla współczesnych dyskusji w filozofii politycznej, jak również w etyce. Warto podjąć ten temat z uwagi na potrzebę opracowania myśli aksjologicznej Hayeka, wybitnego myśliciela o poglądach mocno skrystalizowanych, spójnych i oryginalnych. Jego refleksje mają potencjał, aby wiele wnieść w debaty na temat wartości, są one jednak mało znane lub niesłusznie pomijane. W pierwszej części rozważań wyjaśniam, w jaki (...) sposób według Hayeka moralność wspiera wolność indywidualną, a więc wartość centralną w jego aksjologii: społeczeństwo jest wyposażone w moralność (obok prawa stanowionego) w celu zachowania porządku przy minimum stosowania przymusu (istota ładu wolnościowego). Rozdział drugi poświęcam omówieniu wyróżnionych przez Hayeka rodzajów moralności, wskazuję, w jaki sposób, wzajemnie się uzupełniając, konstytuują one tradycję moralną. Chodzi o zespoły zasad fundujących z jednej strony ład naturalny (jego normy odpowiadają instynktownym postawom słusznie dochodzącym do głosu w małych wspólnotach), z drugiej strony – tzw. ład rozszerzony (związane z nim normy nie są zgodne z instynktami, regulują współistnienie obcych sobie ludzi wchodzących w anonimowe relacje w obrębie dużych społeczności ludzkich). W rozdziale trzecim przedstawiam Hayeka poglądy w kwestii możliwości uzasadnienia norm tradycyjnej moralności. Chodzi zwłaszcza o rozwinięcie poglądu, że uznawanie zasad moralności jest kluczowe dla społeczeństwa wolnościowego, i to niezależnie od tego, czy mamy dla nich zadowalające racjonalne uzasadnienie. W końcowej części rozważań zasygnalizowane jest znaczenie Hayeka koncepcji moralności w zakresie nurtów myśli politycznej, z którymi Hayek jest wiązany (indywidualizm, liberalizm, konserwatyzm), jak również dla metaetyki (próba odtworzenia zasad konstytutywnych dla cywilizacji; głos w dyskusji między perspektywą bezstronną i stronniczą w etyce). (shrink)

The Fairness, Accountability, and Transparency (FAccT) literature tends to focus on bias as a problem that requires ex post solutions (e.g. fairness metrics), rather than addressing the underlying social and technical conditions that (re)produce it. In this article, we propose a complementary strategy that uses genealogy as a constructive, epistemic critique to explain algorithmic bias in terms of the conditions that enable it. We focus on XAI feature attributions (Shapley values) and counterfactual approaches as potential tools to gauge these conditions (...) and offer two main contributions. One is constructive: we develop a theoretical framework to classify these approaches according to their relevance for bias as evidence of social disparities. We draw on Pearl’s ladder of causation (Causality: models, reasoning, and inference. Cambridge University Press, Cambridge, 2000, Causality, 2nd edn. Cambridge University Press, Cambridge, 2009. https://doi.org/10.1017/CBO9780511803161) to order these XAI approaches concerning their ability to answer fairness-relevant questions and identify fairness-relevant solutions. The other contribution is critical: we evaluate these approaches in terms of their assumptions about the role of protected characteristics in discriminatory outcomes. We achieve this by building on Kohler-Hausmann’s (Northwest Univ Law Rev 113(5):1163–1227, 2019) constructivist theory of discrimination. We derive three recommendations for XAI practitioners to develop and AI policymakers to regulate tools that address algorithmic bias in its conditions and hence mitigate its future occurrence. (shrink)