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A Critical Reflection On Automated Science


A Critical Reflection On Automated Science
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A Critical Reflection On Automated Science


A Critical Reflection On Automated Science
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Author : Marta Bertolaso
language : en
Publisher: Springer Nature
Release Date : 2020-02-05

A Critical Reflection On Automated Science written by Marta Bertolaso and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-05 with Philosophy categories.


This book provides a critical reflection on automated science and addresses the question whether the computational tools we developed in last decades are changing the way we humans do science. More concretely: Can machines replace scientists in crucial aspects of scientific practice? The contributors to this book re-think and refine some of the main concepts by which science is understood, drawing a fascinating picture of the developments we expect over the next decades of human-machine co-evolution. The volume covers examples from various fields and areas, such as molecular biology, climate modeling, clinical medicine, and artificial intelligence. The explosion of technological tools and drivers for scientific research calls for a renewed understanding of the human character of science. This book aims precisely to contribute to such a renewed understanding of science.



Science For A Fragile World


Science For A Fragile World
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Author : Robert Northcott
language : en
Publisher: Oxford University Press
Release Date : 2025-07-10

Science For A Fragile World written by Robert Northcott and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-10 with Science categories.


Imagine two worlds. In one, laws, causal relations, and mechanisms are stable. In the other, they are fragile and unreliable. Our actual world is a mixture of the two, but for many of the things we care about most, the relations that matter are fragile. Fragility means we cannot rely on a theory or model that worked in one case still working in another, so it requires us to re-establish what works each time. Science for a Fragile World offers a novel re-examination of theory and empirical investigation, opening up a new view, and path, for scientific expertise. Chapters 1 and 2 offer an introduction and definition of the concept of fragility, proposing that a relation is fragile if and only if it holds unpredictably enough. Following from this, Chapters 3 and 4 explore the importance of narrow-scope empirical investigations and the methodological need for a 'Case Worker'-as opposed to a Stability-Theorist-approach. Chapters 5-7 further reflect on the unique challenge posed by the ubiquity of fragility for scientific methodology and the philosophy of science. In the latter chapters, Northcott delves into the impact of fragility in key case studies: economics, big data, and epidemiological modeling in the Covid-19 pandemic. Cutting through the strictures of the classic scientific realist debate, the volume concludes with a reevaluation of the role of expertise in a fragile world. Warning against grand unified theories, Northcott makes a thorough case for a science which emphasizes practical know-how and informal knowledge as much as theory.



The Brain Abstracted


The Brain Abstracted
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Author : M. Chirimuuta
language : en
Publisher: MIT Press
Release Date : 2024-03-05

The Brain Abstracted written by M. Chirimuuta and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-05 with Science categories.


Winner of the Nayef Al-Rodhan Book Prize from The Royal Institute of Philosophy An exciting, new framework for interpreting the philosophical significance of neuroscience. All science needs to simplify, but when the object of research is something as complicated as the brain, this challenge can stretch the limits of scientific possibility. In fact, in The Brain Abstracted, an avowedly “opinionated” history of neuroscience, M. Chirimuuta argues that, due to the brain’s complexity, neuroscientific theories have only captured partial truths—and “neurophilosophy” is unlikely to be achieved. Looking at the theory and practice of neuroscience, both past and present, Chirimuuta shows how the science has been shaped by the problem of brain complexity and the need, in science, to make things as simple as possible. From this history, Chirimuuta draws lessons for debates in philosophy of science over the limits and definition of science and in philosophy of mind over explanations of consciousness and the mind-body problem. The Brain Abstracted is the product of a historical rupture that has become visible in the twenty-first century, between the “classical” scientific approach, which seeks simple, intelligible principles underlying the manifest complexity of nature, and a data-driven engineering approach, which dispenses with the search for elegant, explanatory laws and models. In the space created by this rupture, Chirimuuta finds grounds for theoretical and practical humility. Her aim in The Brain Abstracted is not to reform neuroscience, or offer advice to neuroscientists, but rather to interpret their work—and to suggest a new framework for interpreting the philosophical significance of neuroscience.



The Routledge Handbook Of Semiosis And The Brain


The Routledge Handbook Of Semiosis And The Brain
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Author : Adolfo M. García
language : en
Publisher: Taylor & Francis
Release Date : 2022-11-14

The Routledge Handbook Of Semiosis And The Brain written by Adolfo M. García and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-14 with Language Arts & Disciplines categories.


This Handbook introduces neurosemiotics, a pluralistic framework to reconsider semiosis as an emergent phenomenon at the interface of biology and culture. Across individual and interpersonal settings, meaning is influenced by external and internal processes bridging phenomenological and biological dimensions. Yet, each of these dyads has been segregated into discipline-specific topics, with attempts to chart their intersections proving preliminary at best. Bringing together perspectives from world-leading experts, this volume seeks to overcome these disciplinary divides between the social and the natural sciences at both the empirical and theoretical levels. Its various chapters chart the foundations of neurosemiotics; characterize linguistic and interpersonal dynamics as shaped by neurocognitive, bodily, situational, and societal factors; and examine other daily neurosemiotic occurrences driven by faces, music, tools, and even visceral signals. This comprehensive volume is a state-of the-art resource for students and researchers interested in how humans and other animals construe experience in such fields as cognitive neuroscience, biosemiotics, philosophy of mind, neuropsychology, neurolinguistics, and evolutionary biology.



Geometric Science Of Information


Geometric Science Of Information
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Author : Frank Nielsen
language : en
Publisher: Springer Nature
Release Date : 2021-07-14

Geometric Science Of Information written by Frank Nielsen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-14 with Computers categories.


This book constitutes the proceedings of the 5th International Conference on Geometric Science of Information, GSI 2021, held in Paris, France, in July 2021. The 98 papers presented in this volume were carefully reviewed and selected from 125 submissions. They cover all the main topics and highlights in the domain of geometric science of information, including information geometry manifolds of structured data/information and their advanced applications. The papers are organized in the following topics: Probability and statistics on Riemannian Manifolds; sub-Riemannian geometry and neuromathematics; shapes spaces; geometry of quantum states; geometric and structure preserving discretizations; information geometry in physics; Lie group machine learning; geometric and symplectic methods for hydrodynamical models; harmonic analysis on Lie groups; statistical manifold and Hessian information geometry; geometric mechanics; deformed entropy, cross-entropy, and relative entropy; transformation information geometry; statistics, information and topology; geometric deep learning; topological and geometrical structures in neurosciences; computational information geometry; manifold and optimization; divergence statistics; optimal transport and learning; and geometric structures in thermodynamics and statistical physics.



The De Gruyter Handbook Of Automated Futures


The De Gruyter Handbook Of Automated Futures
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Author : Vaike Fors
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-09-23

The De Gruyter Handbook Of Automated Futures written by Vaike Fors and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Social Science categories.


How does automation affect us, our environment, and our imaginations? What actions should we take in response to automation? Beyond grand narratives and technology-driven visions of the future, what more can automation offer? With these questions in mind, The De Gruyter Handbook of Automated Futures provides a framework for thinking about and implementing automation differently. It consolidates automated futures as an inter- and transdisciplinary research field, embedding the imaginaries, interactions, and impacts of automation technology within their social, historical, societal, cultural, and political contexts. Promoting a critical yet constructive and engaging agenda, the handbook invites readers to collaborate with rather than resist automation agendas. It does so by pushing the agenda for social science, humanities and design beyond merely assessing and evaluating existing technologies. Instead, the handbook demonstrates how the humanities and social sciences are essential to the design and governance of sustainable sociotechnical systems. Methodologically, the handbook is underpinned by a pedagogical approach to staging co-learning and co-creation of automated futures with, rather than simply for, people. In this way, the handbook encourages readers to explore new and alternative modes of research, fostering a deeper engagement with the evolving landscape of automation.



Trust


Trust
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Author : Adriano Fabris
language : en
Publisher: Springer Nature
Release Date : 2020-04-06

Trust written by Adriano Fabris and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-06 with Philosophy categories.


This book presents cutting-edge concepts on the question of trust. Written by leading experts, it investigates a paradoxical feature of contemporary society: while information and communication technologies, on the one hand, and scientific discourses, on the other, can promote more informed participation in public and democratic life, they have also led to a dramatic decline in our communicative and cooperative skills. The book analyzes the notion of trust from an interdisciplinary perspective by combining the normative (continental) and empirical (Anglo-American) approaches and by considering the political, epistemological, and historical transformations in the interpersonal relationships sparked by new technologies. Using trust as a model, it then investigates and clarifies the new types of participation that are made possible by scientific and technological advances.



Regimes Of Capital In The Post Digital Age


Regimes Of Capital In The Post Digital Age
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Author : Szymon Wróbel
language : en
Publisher: Taylor & Francis
Release Date : 2023-06-02

Regimes Of Capital In The Post Digital Age written by Szymon Wróbel and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-02 with Social Science categories.


Regimes of Capital in the Post-Digital Age provides a view of the current state of capitalism, through the interrogation of key diagnoses offered by philosophers and social theorists. With attention to questions about the manner in which the advent of the information age has shaped capitalism, the implications of the post- digital age for social capital, and the possible forms of resistance to the problematic aspects of capitalism, it will appeal to scholars of sociology, philosophy, and social theory with interests in critical theory, capitalist society, and digital culture.



Uncertainty In Pharmacology


Uncertainty In Pharmacology
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Author : Adam LaCaze
language : en
Publisher: Springer Nature
Release Date : 2020-02-20

Uncertainty In Pharmacology written by Adam LaCaze and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-20 with Medical categories.


This volume covers a wide range of topics concerning methodological, epistemological, and regulatory-ethical issues around pharmacology. The book focuses in particular on the diverse sources of uncertainty, the different kinds of uncertainty that there are, and the diverse ways in which these uncertainties are (or could be) addressed. Compared with the more basic sciences, such as chemistry or biology, pharmacology works across diverse observable levels of reality: although the first step in the causal chain leading to the therapeutic outcome takes place at the biochemical level, the end-effect is a clinically observable result—which is influenced not only by biological actions, but also psychological and social phenomena. Issues of causality and evidence must be treated with these specific aspects in mind. In covering these issues, the book opens up a common domain of investigation which intersects the deeply intertwined dimensions of pharmacological research, pharmaceutical regulation and the related economic environment. The book is a collective endeavour with in-depth contributions from experts in pharmacology, philosophy of medicine, statistics, scientific methodology, formal and social epistemology, working in constant dialogue across disciplinary boundaries.



Intelligent Human Systems Integration 2021


Intelligent Human Systems Integration 2021
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Author : Dario Russo
language : en
Publisher: Springer Nature
Release Date : 2021-01-25

Intelligent Human Systems Integration 2021 written by Dario Russo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-25 with Technology & Engineering categories.


This book presents cutting-edge research on innovative human systems integration and human–machine interaction, with an emphasis on artificial intelligence and automation, as well as computational modeling and simulation. It covers a wide range of applications in the area of design, construction and operation of products, systems and services. The book describes advanced methodologies and tools for evaluating and improving interface usability, new models, and case studies and best practices in virtual, augmented and mixed reality systems, with a special focus on dynamic environments. It also discusses various factors concerning the human user, hardware, and artificial intelligence software. Based on the proceedings of the 4th International Conference on Intelligent Human Systems Integration (IHSI 2021), held on February 22–24, 2021, the book also examines the forces that are currently shaping the nature of computing and cognitive systems, such as the need to reduce hardware costs; the importance of infusing intelligence and automation; the trend toward hardware miniaturization and optimization; the need for a better assimilation of computation in the environment; and social concerns regarding access to computers and systems for people with special needs. It offers a timely survey and a practice-oriented reference guide for policy- and decision-makers, human factors engineers, systems developers and users alike.