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The Incomputable

The Incomputable
Author: S. Barry Cooper
Publisher: Springer
Total Pages: 292
Release: 2017-05-05
Genre: Computers
ISBN: 3319436694

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This book questions the relevance of computation to the physical universe. Our theories deliver computational descriptions, but the gaps and discontinuities in our grasp suggest a need for continued discourse between researchers from different disciplines, and this book is unique in its focus on the mathematical theory of incomputability and its relevance for the real world. The core of the book consists of thirteen chapters in five parts on extended models of computation; the search for natural examples of incomputable objects; mind, matter, and computation; the nature of information, complexity, and randomness; and the mathematics of emergence and morphogenesis. This book will be of interest to researchers in the areas of theoretical computer science, mathematical logic, and philosophy.


Non-Representational Methodologies

Non-Representational Methodologies
Author: Phillip Vannini
Publisher: Routledge
Total Pages: 219
Release: 2015-02-11
Genre: Social Science
ISBN: 1134674260

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Non-representational theory is one of the contemporary moment’s most influential theoretical perspectives within social and cultural theory. It is now widely considered to be the logical successor of postmodern theory, the logical development of post-structuralist thought, and the most notable intellectual force behind the turn across the social and cultural sciences away from cognition, meaning, and textuality. And yet, it is often poorly understood. This is in part because of its complexity, but also because of its limited treatment in the few volumes chiefly dedicated to it. Theories must be useful to researchers keen on utilizing concepts and analytical frames for their personal interpretive purposes. How useful non-representational theory is, in this sense, is yet to be understood. This book outlines a variety of ways in which non-representational ideas can influence the research process, the very value of empirical research, the nature of data, the political value of data and evidence, the methods of research, the very notion of method, and the styles, genres, and media of research.


Causality, Meaningful Complexity and Embodied Cognition

Causality, Meaningful Complexity and Embodied Cognition
Author: A. Carsetti
Publisher: Springer Science & Business Media
Total Pages: 346
Release: 2010-03-10
Genre: Philosophy
ISBN: 904813529X

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Arturo Carsetti According to molecular Biology, true invariance (life) can exist only within the framework of ongoing autonomous morphogenesis and vice versa. With respect to this secret dialectics, life and cognition appear as indissolubly interlinked. In this sense, for instance, the inner articulation of conceptual spaces appears to be linked to an inner functional development based on a continuous activity of selection and “anchorage” realised on semantic grounds. It is the work of “invention” and g- eration (in invariance), linked with the “rooting” of meaning, which determines the evolution, the leaps and punctuated equilibria, the conditions related to the unfo- ing of new modalities of invariance, an invariance which is never simple repetition and which springs on each occasion through deep-level processes of renewal and recovery. The selection perpetrated by meaning reveals its autonomy aboveall in its underpinning, in an objective way, the ongoing choice of these new modalities. As such it is not, then, concerned only with the game of “possibles”, offering itself as a simple channel for pure chance, but with providing a channel for the articulation of the “ le” in the humus of a semantic (and embodied) net in order to prepare the necessary conditionsfor a continuousrenewal and recoveryof original creativity. In effect, it is this autonomy in inventing new possible modules of incompressibility whichdeterminestheactualemergenceofnew(andtrue)creativity,whichalsotakes place through the “narration” of the effected construction.


Contagious Architecture

Contagious Architecture
Author: Luciana Parisi
Publisher: MIT Press
Total Pages: 391
Release: 2022-11-01
Genre: Social Science
ISBN: 0262546655

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A proposal that algorithms are not simply instructions to be performed but thinking entities that construct digital spatio-temporalities. In Contagious Architecture, Luciana Parisi offers a philosophical inquiry into the status of the algorithm in architectural and interaction design. Her thesis is that algorithmic computation is not simply an abstract mathematical tool but constitutes a mode of thought in its own right, in that its operation extends into forms of abstraction that lie beyond direct human cognition and control. These include modes of infinity, contingency, and indeterminacy, as well as incomputable quantities underlying the iterative process of algorithmic processing. The main philosophical source for the project is Alfred North Whitehead, whose process philosophy is specifically designed to provide a vocabulary for “modes of thought” exhibiting various degrees of autonomy from human agency even as they are mobilized by it. Because algorithmic processing lies at the heart of the design practices now reshaping our world—from the physical spaces of our built environment to the networked spaces of digital culture—the nature of algorithmic thought is a topic of pressing importance that reraises questions of control and, ultimately, power. Contagious Architecture revisits cybernetic theories of control and information theory's notion of the incomputable in light of this rethinking of the role of algorithmic thought. Informed by recent debates in political and cultural theory around the changing landscape of power, it links the nature of abstraction to a new theory of power adequate to the complexities of the digital world.


Data Publics

Data Publics
Author: Peter Mörtenböck
Publisher: Routledge
Total Pages: 219
Release: 2020-05-31
Genre: Business & Economics
ISBN: 0429589840

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Data has emerged as a key component that determines how interactions across the world are structured, mediated and represented. This book examines these new data publics and the areas in which they become operative, via analysis of politics, geographies, environments and social media platforms. By claiming to offer a mechanism to translate every conceivable occurrence into an abstract code that can be endlessly manipulated, digitally processed data has caused conventional reference systems which hinge on our ability to mark points of origin, to rapidly implode. Authors from a range of disciplines provide insights into such a political economy of data capitalism; the political possibilities of techno-logics beyond data appropriation and data refusal; questions of visual, spatial and geographical organization; emergent ways of life and the environments that sustain them; and the current challenges of data publics, which is explored via case studies of three of the most influential platforms in the social media economy today: Facebook, Instagram and Whatsapp. Data Publics will be of great interest to academics and students in the fields of computer science, philosophy, sociology, media and communication studies, architecture, visual culture, art and design, and urban and cultural studies.


The Cultural Life of Machine Learning

The Cultural Life of Machine Learning
Author: Jonathan Roberge
Publisher: Springer Nature
Total Pages: 298
Release: 2020-11-30
Genre: Social Science
ISBN: 3030562867

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This book brings together the work of historians and sociologists with perspectives from media studies, communication studies, cultural studies, and information studies to address the origins, practices, and possible futures of contemporary machine learning. From its foundations in 1950s and 1960s pattern recognition and neural network research to the modern-day social and technological dramas of DeepMind’s AlphaGo, predictive political forecasting, and the governmentality of extractive logistics, machine learning has become controversial precisely because of its increased embeddedness and agency in our everyday lives. How can we disentangle the history of machine learning from conventional histories of artificial intelligence? How can machinic agents’ capacity for novelty be theorized? Can reform initiatives for fairness and equity in AI and machine learning be realized, or are they doomed to cooptation and failure? And just what kind of “learning” does machine learning truly represent? We empirically address these questions and more to provide a baseline for future research. Chapter 2 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.


Theory and Applications of Models of Computation

Theory and Applications of Models of Computation
Author: Manindra Agrawal
Publisher: Springer
Total Pages: 636
Release: 2012-05-04
Genre: Computers
ISBN: 3642299520

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This book constitutes the refereed proceedings of the 9th International Conference on Theory and Applications of Models of Computation, TAMC 2012, held in Beijing, China, in May 2012. The conference was combined with the Turing Lectures 2012, dedicated to celebrating Alan Turing’s unique impact on mathematics, computing, computer science, informatics, morphogenesis, philosophy, and the wider scientific world. Eight Turing Lectures were given at the TAMC 2012. The 40 revised full papers presented together with invited talks were carefully reviewed and selected from 86 submissions. The papers address 4 special sessions at TAMC 2012 which were algorithms and information in networks, complexity and cryptography, models of computing and networking, programming and verification.


Futurability

Futurability
Author: Franco Berardi
Publisher: Verso Books
Total Pages: 234
Release: 2017-05-23
Genre: Philosophy
ISBN: 1784787450

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We live in an age of impotence. Stuck between global war and global finance, between identity and capital, we seem to be incapable of producing that radical change that is so desperately needed. Is there still a way to disentangle ourselves from a global order that shapes our politics as well as our imagination? In his most systematic book to date, renowned Italian theorist Franco Berardi Bifo tackles this question through a solid yet visionary analysis of the three fundamental concepts of Possibility, Potency, and Power. Overcoming any temptation of giving in to despair or nostalgia, Berardi proposes the notion of Futurability as a way to remind us that even within the darkness of our current crisis, still lies dormant the horizon of possibility.


Contingent Computation

Contingent Computation
Author: M. Beatrice Fazi
Publisher: Rowman & Littlefield
Total Pages: 249
Release: 2018-11-15
Genre: Philosophy
ISBN: 1786606097

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In Contingent Computation, M. Beatrice Fazi offers a new theoretical perspective through which we can engage philosophically with computing. The book proves that aesthetics is a viable mode of investigating contemporary computational systems. It does so by advancing an original conception of computational aesthetics that does not just concern art made by or with computers, but rather the modes of being and becoming of computational processes. Contingent Computation mobilises the philosophies of Gilles Deleuze and Alfred North Whitehead in order to address aesthetics as an ontological study of the generative potential of reality. Through a novel philosophical reading of Gödel’s incompleteness theorems and of Turing’s notion of incomputability, Fazi finds this potential at the formal heart of computational systems, and argues that computation is a process of determining indeterminacy. This indeterminacy, which is central to computational systems, does not contradict their functionality. Instead, it drives their very operation, albeit in a manner that might not always fit with the instrumental, representational and cognitivist purposes that we have assigned to computing.


Computability Theory

Computability Theory
Author: S. Barry Cooper
Publisher: CRC Press
Total Pages: 428
Release: 2017-09-06
Genre: Mathematics
ISBN: 1351991965

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Computability theory originated with the seminal work of Gödel, Church, Turing, Kleene and Post in the 1930s. This theory includes a wide spectrum of topics, such as the theory of reducibilities and their degree structures, computably enumerable sets and their automorphisms, and subrecursive hierarchy classifications. Recent work in computability theory has focused on Turing definability and promises to have far-reaching mathematical, scientific, and philosophical consequences. Written by a leading researcher, Computability Theory provides a concise, comprehensive, and authoritative introduction to contemporary computability theory, techniques, and results. The basic concepts and techniques of computability theory are placed in their historical, philosophical and logical context. This presentation is characterized by an unusual breadth of coverage and the inclusion of advanced topics not to be found elsewhere in the literature at this level. The book includes both the standard material for a first course in computability and more advanced looks at degree structures, forcing, priority methods, and determinacy. The final chapter explores a variety of computability applications to mathematics and science. Computability Theory is an invaluable text, reference, and guide to the direction of current research in the field. Nowhere else will you find the techniques and results of this beautiful and basic subject brought alive in such an approachable and lively way.