Biological evolution provides a creative fount of complex and subtle adaptations, often surprising the scientists who discover them. However, because evolution is an algorithmic process that transcends the substrate in which it occurs, evolution’s creativity is not limited to nature. Indeed, many researchers in the field of digital evolution have observed their evolving algorithms and organisms subverting their intentions, exposing unrecognized bugs in their code, producing unexpected adaptations, or exhibiting outcomes uncannily convergent with ones in nature. Such stories routinely reveal (...) creativity by evolution in these digital worlds, but they rarely fit into the standard scientific narrative. Instead they are often treated as mere obstacles to be overcome, rather than results that warrant study in their own right. The stories themselves are traded among researchers through oral tradition, but that mode of information transmission is inefficient and prone to error and outright loss. Moreover, the fact that these stories tend to be shared only among practitioners means that many natural scientists do not realize how interesting and lifelike digital organisms are and how natural their evolution can be. To our knowledge, no collection of such anecdotes has been published before. This paper is the crowd-sourced product of researchers in the fields of artificial life and evolutionary computation who have provided first-hand accounts of such cases. It thus serves as a written, fact-checked collection of scientifically important and even entertaining stories. In doing so we also present here substantial evidence that the existence and importance of evolutionary surprises extends beyond the natural world, and may indeed be a universal property of all complex evolving systems. (shrink)

Nicolas Asselin,Stéphanie Audet,Eric Crégheur,Julio Cesar Dias Chaves,Gavin McDowell,Charles-Frédéric Murray,Louis Painchaud,Paul-Hubert Poirier,Maryse Robert,Philippe Therrien.

My aim is to show that the accounts of depiction offered by Christopher Peacocke and Robert Hopkins assume rather than explain one of the central features of depiction. This feature is pictorial realism. It is a constraint upon any adequate theory of depiction that it be able to explain pictorial realism; however, Peacocke and Hopkins seek to meet this constraint by employing the notion of resemblance. I raise three problems with Peacocke's account and point out an error in Hopkins's (...) use of solid angles (upon which his notion of resemblance rests). It is suggested that while these theories must be rejected, there are various non-resemblance theories, including that proposed by Gombrich, which might prove adequate. (shrink)

Scholars of classical philosophy have long disputed whether Aristotle was a dialectical thinker. Most agree that Aristotle contrasts dialectical reasoning with demonstrative reasoning, where the former reasons from generally accepted opinions and the latter reasons from the true and primary. Starting with a grasp on truth, demonstration never relinquishes it. Starting with opinion, how could dialectical reasoning ever reach truth, much less the truth about first principles? Is dialectic then an exercise that reiterates the prejudices of one's times and at (...) best allows one to persuade others by appealing to these prejudices, or is it the royal road to first principles and philosophical wisdom? In From Puzzles to Principles? May Sim gathers experts to argue both these positions and offer a variety of interpretive possibilities. The contributors' thoughtful reflections on the nature and limits of dialectic should play a crucial role in Aristotelian scholarship. (shrink)

Sentential constants have been part of the R environment since Church [1]. They have had diverse uses in explicating relevant ideas and in sim- plifying them technically. Of most interest have been the Ackermann pair of constants t; f, functioning conceptually as a least truth, and as a greatest , under the ordering of propositions under true impli- cation. Also interesting have been the Church constants F; T, functioning similarly as least greatest propositions.

How do people use information from others to solve complex problems? Prior work has addressed this question by placing people in social learning situations where the problems they were asked to solve required varying degrees of exploration. This past work uncovered important interactions between groups' connectivity and the problem's complexity: the advantage of less connected networks over more connected networks increased as exploration was increasingly required for optimally solving the problem at hand. We propose the Social Interpolation Model (SIM), an (...) agent‐based model to explore the cognitive mechanisms that can underlie exploratory behavior in groups. Through results from simulation experiments, we conclude that “exploration” may not be a single cognitive property, but rather the emergent result of three distinct behavioral and cognitive mechanisms, namely, (a) breadth of generalization, (b) quality of prior expectation, and (c) relative valuation of self‐obtained information. We formalize these mechanisms in the SIM, and explore their effects on group dynamics and success at solving different kinds of problems. Our main finding is that broad generalization and high quality of prior expectation facilitate successful search in environments where exploration is important, and hinder successful search in environments where exploitation alone is sufficient. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Encounters with Ovid: Gavin Douglas’s The Palis of Honoure and Derek Walcott’s “The Hotel Normandie Pool” CAROLE E. NEWLANDS In sixteenth-century Rome, humanist scholars of ancient material and religious culture were exploring the ruins and inscriptions of ancient Rome with a copy of Ovid’s Fasti in hand.1 In London at the same time, Shakespeare was entertaining audiences and inspiring other poets with plots and characters drawn from Ovid’s (...) Metamorphoses. Reception studies of Ovid often focus on these great metropolitan centers. In this article, however, I will explore transformative encounters with Ovid by two poets living on the geographical margins: Gavin Douglas, the Scottish poet whose major work, the Eneados, completed in 1513, was the first translation of Virgil’s Aeneid in the British Isles, and Derek Walcott, the Caribbean Nobel-prize winning poet best known for his epic poem Omeros, published in 1990. As a poet of a small northern country that had fraught political and cultural relations with its much more populous neighbor, England, Douglas can be considered to some extent, like Walcott, within a postcolonial critical paradigm. For despite their stark differences in geographical locale and in period of time, these poets have significant commonalties. Both men were natives of places geographically distant from the major metropolitan center of London. Both were also classically learned poets. They thus shared anxieties relating to their temporal distance from Graeco-Roman culture as well as to their physical distance from the powerful English-language literary center of their day. And significantly, both Douglas and Walcott present transformative visions of Ovid in indiarion 26.3 winter 2019 vidual, early poems, The Palis of Honoure and “The Hotel Normandie Pool” respectively. These imagined but direct encounters with the Roman poet occur in poems before Douglas and Walcott composed the works for which they are chiefly known, in Douglas’s case the translation of the Aeneid, and in Walcott’s Omeros. Ovid appears in both the Palis of Honoure and “The Hotel Normandie Pool” initially, at least, as an outsider, a poet of exile, but not, however, as a self-pitying poet in decline or, as recent scholarship would have it, as a skilled manipulator of the tropes of poetic decline.2 Rather, in Douglas’s and Walcott’s poems Ovid is a figure who authorizes marginality as a vital source of poetic re-creation. As both insider and outsider Ovid can offer positive redirection to these authors whether within or beyond their geographical boundaries. Through their visions of Ovid, both Douglas and Walcott are offered the possibility of personal change and generic innovation. For each poet the encounter with Ovid is a form of poetic initiation that leads him to his more ambitious work in the heroic genre. gavin douglas’s THE PALIS OF HONOURE i will start with Gavin Douglas (c. 1474–1522). Douglas is generally classed as one of the “Makars,” a term used to refer to a cluster of brilliant, experimental Scottish poets of the late 15th and early 16th century. Among these were Robert Henryson, William Dunbar, and Gavin Douglas, three poets who thrived under the rule of King James IV of Scotland, an active patron of the arts who sought to make his court a center of cultural excellence that would rival the English court.3 Douglas’s Palis of Honoure is a youthful, ambitious poem, composed in 1502, twelve years before his major achievement, his translation of the Aeneid.4 Dedicated to King James, The Palis comprises 2169 decasyllabic lines with several demanding rhyme schemes.5 It is written in a manner that combines the “aureate” style, that is elegant and Latinate, with down-to-earth Scottish vernacular 74 encounters with ovid diction and forms of expression, and it is also suffused with Ovidian myth and concepts.6 Its format derives from the medieval dream vision, a form employed notably, for instance, by Douglas’s famous English predecessor Chaucer.7 Scholars tend to find The Palis of Honoure less polished than Douglas’s mature work, the Eneados. Conor Leahy, however, describes the youthful poem as bold and dynamic: “In the hundred years following the death of Chaucer, no other dream vision... (shrink)

Nozick analyzes fundamental issues, such as the identity of the self, knowledge and skepticism, free will, the foundations of ethics, and the meaning of life.

The notion of a physiological individuals has been developed and applied in the philosophy of biology to understand symbiosis, an understanding of which is key to theorising about the major transition in evolution from multi-organismality to multi-cellularity. The paper begins by asking what such symbiotic individuals can help to reveal about a possible transition in the evolution of cognition. Such a transition marks the movement from cooperating individual biological cognizers to a functionally integrated cognizing unit. Somewhere along the way, did (...) such cognizing units simultaneously have cognizers as parts? Expanding upon the multiscale integration view of the Free Energy Principle, this paper develops an account of reciprocal integration, demonstrating how some coupled biological cognizing systems, when certain constraints are met, can result in a cognizing unit that is in ways greater than the sum of its cognizing parts. Symbiosis between V. Fischeri bacteria and the bobtail squid is used to provide an illustration this account. A novel manner of conceptualizing biological cognizers as gradient is then suggested. Lastly it is argued that the reason why the notion of ontologically nested cognizers may be unintuitive stems from the fact that our folk-psychology notion of what a cognizer is has been deeply influenced by our folk-biological manner of understanding biological individuals as units of reproduction. (shrink)

In this major study, Professor Kitching builds on recent scholarship on Marx and Wittgenstein to provide an incisive, readable account and critique of the whole of Marx's work. He presents the philosophical, economic, and political Marx as one thinker, and argues that the key to understanding Marx is his commitment to a 'philosophy of praxis'. This sees thought as just part of that purposive activity (or praxis) which distinguishes human beings from other creatures. This is the first book to analyse (...) all of Marx's thought from a Wittgenstein perspective; in doing so, it clarifies and deepens our understanding of Marx. (shrink)

A first in English, this book engages with the ways in which Hegel and Sartre answer the difficult questions: What is it to be human? What place do we have in the world? How should we live? What can we be?

In this collection of essays Gavin Kitching argues that the whole project of a 'science of society' is radically misconceived - the pursuit of an objective that ...

Under the assumption that anticipatory models are required for anticipatory behavior, an important question arises about the different manners in which organisms acquire anticipatory models. This article aims to articulate four different non-exhaustive ways that anticipatory models might possibly be acquired over both phylogenetic and ontogenetic timescales and explore the relationships among them. To articulate these different model-acquisition mechanisms, four schematics will be introduced, each of which represents a particular acquisition structure that can be used for the purposes of comparison, (...) analysis, and hypothesis formulation. By bringing to the fore the differences and similarities between each of the four ways that anticipatory models are acquired, a more complete picture of both anticipatory behavior and its pervasive role in biological self-maintenance can be offered. In doing so, this article helps not only to shed light on how anticipatory behavior might arise in the wide range of organisms that it has been observed in but also to throw into relief the subtle and often still overlooked causal interplay between ontogenetic and phylogenetic plasticity. (shrink)

INTRODUCTION: REASON AND THE PASSIONS i. Philosophy? This same philosophy is a good horse in the stable, but an arrant jade on a journey. ...

This important book charts the development of philosophical thinking about history over the past 250 years, combining extracts from key texts with new explanatory and critical discussion. The book is designed to make the work of thinkers such as Hume, Herder, Hegel, Dilthey, Nietzsche, Heidegger and Foucault accessible to students with no prior knowledge of Western philosophy. An introductory section is followed by nine further chapters exploring contrasting schools of thought. The volume reveals the origins of contemporary trends in the (...) discipline and relates wider philosophical reflections to the study of history itself. It also points to connections between philosophy of history and literary and cultural theory which have developed in recent decades. (shrink)

Big Data has been variously defined in the literature. In the main, definitions suggest that Big Data possess a suite of key traits: volume, velocity and variety, but also exhaustivity, resolution, indexicality, relationality, extensionality and scalability. However, these definitions lack ontological clarity, with the term acting as an amorphous, catch-all label for a wide selection of data. In this paper, we consider the question ‘what makes Big Data, Big Data?’, applying Kitchin’s taxonomy of seven Big Data traits to 26 datasets (...) drawn from seven domains, each of which is considered in the literature to constitute Big Data. The results demonstrate that only a handful of datasets possess all seven traits, and some do not possess either volume and/or variety. Instead, there are multiple forms of Big Data. Our analysis reveals that the key definitional boundary markers are the traits of velocity and exhaustivity. We contend that Big Data as an analytical category needs to be unpacked, with the genus of Big Data further delineated and its various species identified. It is only through such ontological work that we will gain conceptual clarity about what constitutes Big Data, formulate how best to make sense of it, and identify how it might be best used to make sense of the world. (shrink)

We give an overview of the practice of developing and using complex climate models, as seen from experiences in a major climate modelling center and through participation in the Coupled Model Intercomparison Project. We discuss the construction and calibration of models; their evaluation, especially through use of out-of-sample tests; and their exploitation in multi-model ensembles to identify biases and make predictions. We stress that adequacy or utility of climate models is best assessed via their skill against more naïve predictions. The (...) framework we use for making inferences about reality using simulations is naturally Bayesian, and has many points of contact with more familiar examples of scientific epistemology. While the use of complex simulations in science is a development that changes much in how science is done in practice, we argue that the concepts being applied fit very much into traditional practices of the scientific method, albeit those more often associated with laboratory work. (shrink)

Cohen’s (2023) mapping exercise of possible bioethical issues emerging from the use of ChatGPT in medicine provides an informative, useful, and thought-provoking trigger for discussions of AI ethic...

This paper explores the embedding of data producing technologies in people's everyday lives and practices. It traces how repeated encounters with digital data operate to naturalise these entities, while often blindsiding their agentive properties and the ways they get implicated in processes of exploitation and governance. I propose and develop the notion of ‘data doxa’ to conceptualise the way in which digital data – and the devices and platforms that stage data – have come to be perceived in Western societies (...) as normal, necessary and enabling. The ‘data doxa’ concept also accentuates the enculturation of many individuals into a data sharing habitus which frames digital technologies in simplistic terms as panaceas for the problems associated with contemporary life, figures of progress and convenience, and mediums of knowledge, pleasure and identity. I suggest that three types of data-based relations contribute to the formation of this doxic sensibility: fetishisation, habit and enchantment. Each of these relations come to mediate public understandings of digital devices and the data they generate, obscuring the multifaceted nature and hidden depths of data and their propensity to double up as technologies of exposure and discipline. As a result of this situation, imaginative educational programs and revamped regulatory frameworks are urgently needed to inform individuals about the contribution of data to the leveraging of value and power in today's digital economies, but also to protect them from experiencing data-based harms. (shrink)

This book explores the diverse understandings of the archaeological record in both historical and contemporary perspective, while also serving as a guide to reassessing current views. Gavin Lucas argues that archaeological theory has become both too fragmented and disconnected from the particular nature of archaeological evidence. The book examines three ways of understanding the archaeological record - as historical sources, through formation theory, and as material culture - then reveals ways to connect these three domains through a reconsideration of (...) archaeological entities and archaeological practice. Ultimately, Lucas calls for a rethinking of the nature of the archaeological record and the kind of history and narratives written from it. (shrink)

Today’s bodies are akin to ‘walking sensor platforms’. Bodies either host, or are the subjects of, an array of sensing devices that act to convert bodily movements, actions and dynamics into circulative data. This article proposes the notions of ‘disembodied exhaust’ and ‘embodied exhaustion’ to conceptualise processes of bodily sensorisation and datafication. As the material body interfaces with networked sensor technologies and sensing infrastructures, it emits disembodied exhaust: gaseous flows of personal information that establish a representational data-proxy. It is this (...) networked actant that progressively structures how embodied subjects experience their daily lives. The significance of this symbiont medium in determining the outcome of interplays between networked individuals and audiences necessitates that it is carefully contrived. The article explores the nature and function of the data-proxy, and its impact on social relations. Drawing on examples that depict individuals engaging with their data-proxies, the article suggests that managing a virtual presence is analogous to a work relation, demanding diligence and investment. But it also shows how the data-proxy operates as a mode of affect that challenges conventional distinctions made between organic and inorganic bodies, agency and actancy, mortality and immortality, presence and absence. (shrink)