Algorithmic Governance and Governance of Algorithms

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Author :
Publisher : Springer Nature
ISBN 13 : 3030505596
Total Pages : 174 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Algorithmic Governance and Governance of Algorithms by : Martin Ebers

Download or read book Algorithmic Governance and Governance of Algorithms written by Martin Ebers and published by Springer Nature. This book was released on 2020-10-08 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms are now widely employed to make decisions that have increasingly far-reaching impacts on individuals and society as a whole (“algorithmic governance”), which could potentially lead to manipulation, biases, censorship, social discrimination, violations of privacy, property rights, and more. This has sparked a global debate on how to regulate AI and robotics (“governance of algorithms”). This book discusses both of these key aspects: the impact of algorithms, and the possibilities for future regulation.

Introduction to Algorithmic Government

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Author :
Publisher : Springer Nature
ISBN 13 : 9811602824
Total Pages : 199 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Introduction to Algorithmic Government by : Rajan Gupta

Download or read book Introduction to Algorithmic Government written by Rajan Gupta and published by Springer Nature. This book was released on 2021-03-22 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world is changing at a fast pace, so is the Government and Governance style. Humans are bound to go for Algorithmic strategies rather than manual or electronic ones in different domains. This book introduces the Algorithmic Government or Government by Algorithm, which refers to authorizing machines in the Public Sector for automated decision-making based on Artificial Intelligence, Data Science, and other technologies. It is an emerging concept introduced globally and will be considered revolutionary in the future. The book covers concepts, applications, progress status, and potential use-cases of Algorithmic Government. This book serves as introductory material for the readers from technology, public policy, administration, and management fields.

The Cambridge Handbook of the Law of Algorithms

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1108663184
Total Pages : 1327 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis The Cambridge Handbook of the Law of Algorithms by : Woodrow Barfield

Download or read book The Cambridge Handbook of the Law of Algorithms written by Woodrow Barfield and published by Cambridge University Press. This book was released on 2020-11-05 with total page 1327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms are a fundamental building block of artificial intelligence - and, increasingly, society - but our legal institutions have largely failed to recognize or respond to this reality. The Cambridge Handbook of the Law of Algorithms, which features contributions from US, EU, and Asian legal scholars, discusses the specific challenges algorithms pose not only to current law, but also - as algorithms replace people as decision makers - to the foundations of society itself. The work includes wide coverage of the law as it relates to algorithms, with chapters analyzing how human biases have crept into algorithmic decision-making about who receives housing or credit, the length of sentences for defendants convicted of crimes, and many other decisions that impact constitutionally protected groups. Other issues covered in the work include the impact of algorithms on the law of free speech, intellectual property, and commercial and human rights law.

The Algorithmic Society

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Author :
Publisher : Routledge
ISBN 13 : 0429536992
Total Pages : 177 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis The Algorithmic Society by : Marc Schuilenburg

Download or read book The Algorithmic Society written by Marc Schuilenburg and published by Routledge. This book was released on 2020-12-29 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in an algorithmic society. Algorithms have become the main mediator through which power is enacted in our society. This book brings together three academic fields – Public Administration, Criminal Justice and Urban Governance – into a single conceptual framework, and offers a broad cultural-political analysis, addressing critical and ethical issues of algorithms. Governments are increasingly turning towards algorithms to predict criminality, deliver public services, allocate resources, and calculate recidivism rates. Mind-boggling amounts of data regarding our daily actions are analysed to make decisions that manage, control, and nudge our behaviour in everyday life. The contributions in this book offer a broad analysis of the mechanisms and social implications of algorithmic governance. Reporting from the cutting edge of scientific research, the result is illuminating and useful for understanding the relations between algorithms and power.Topics covered include: Algorithmic governmentality Transparency and accountability Fairness in criminal justice and predictive policing Principles of good digital administration Artificial Intelligence (AI) in the smart city This book is essential reading for students and scholars of Sociology, Criminology, Public Administration, Political Sciences, and Cultural Theory interested in the integration of algorithms into the governance of society.

Algorithmic Governance

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Author :
Publisher : Springer Nature
ISBN 13 : 3030319229
Total Pages : 120 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Algorithmic Governance by : Ignas Kalpokas

Download or read book Algorithmic Governance written by Ignas Kalpokas and published by Springer Nature. This book was released on 2019-10-15 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the changes to the regulation of everyday life that have taken place as a result of datafication, the ever-growing analytical, predictive, and structuring role of algorithms, and the prominence of the platform economy. This new form of regulation – algorithmic governance – ranges from nudging individuals towards predefined outcomes to outright structuration of behaviour through digital architecture. The author reveals the strength and pervasiveness of algorithmic politics through a comparison with the main traditional form of regulation: law. These changes are subsequently demonstrated to reflect a broader shift away from anthropocentric accounts of the world. In doing so, the book adopts a posthumanist framework which focuses on deep embeddedness and interactions between humans, the natural environment, technology, and code.

Algorithmic Regulation

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Author :
Publisher : Oxford University Press
ISBN 13 : 0192575430
Total Pages : 304 pages
Book Rating : 4.1/5 (925 download)

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Book Synopsis Algorithmic Regulation by : Karen Yeung

Download or read book Algorithmic Regulation written by Karen Yeung and published by Oxford University Press. This book was released on 2019-09-05 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the power and sophistication of of 'big data' and predictive analytics has continued to expand, so too has policy and public concern about the use of algorithms in contemporary life. This is hardly surprising given our increasing reliance on algorithms in daily life, touching policy sectors from healthcare, transport, finance, consumer retail, manufacturing education, and employment through to public service provision and the operation of the criminal justice system. This has prompted concerns about the need and importance of holding algorithmic power to account, yet it is far from clear that existing legal and other oversight mechanisms are up to the task. This collection of essays, edited by two leading regulatory governance scholars, offers a critical exploration of 'algorithmic regulation', understood both as a means for co-ordinating and regulating social action and decision-making, as well as the need for institutional mechanisms through which the power of algorithms and algorithmic systems might themselves be regulated. It offers a unique perspective that is likely to become a significant reference point for the ever-growing debates about the power of algorithms in daily life in the worlds of research, policy and practice. The range of contributors are drawn from a broad range of disciplinary perspectives including law, public administration, applied philosophy, data science and artificial intelligence. Taken together, they highlight the rise of algorithmic power, the potential benefits and risks associated with this power, the way in which Sheila Jasanoff's long-standing claim that 'technology is politics' has been thrown into sharp relief by the speed and scale at which algorithmic systems are proliferating, and the urgent need for wider public debate and engagement of their underlying values and value trade-offs, the way in which they affect individual and collective decision-making and action, and effective and legitimate mechanisms by and through which algorithmic power is held to account.

Code

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781537290904
Total Pages : 378 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Code by : Director Edmond J Safra Center for Ethics and Roy L Furman Professorship of Law Lawrence Lessig

Download or read book Code written by Director Edmond J Safra Center for Ethics and Roy L Furman Professorship of Law Lawrence Lessig and published by Createspace Independent Publishing Platform. This book was released on 2016-08-31 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: There's a common belief that cyberspace cannot be regulated-that it is, in its very essence, immune from the government's (or anyone else's) control.Code argues that this belief is wrong. It is not in the nature of cyberspace to be unregulable; cyberspace has no "nature." It only has code-the software and hardware that make cyberspace what it is. That code can create a place of freedom-as the original architecture of the Net did-or a place of exquisitely oppressive control.If we miss this point, then we will miss how cyberspace is changing. Under the influence of commerce, cyberpsace is becoming a highly regulable space, where our behavior is much more tightly controlled than in real space.But that's not inevitable either. We can-we must-choose what kind of cyberspace we want and what freedoms we will guarantee. These choices are all about architecture: about what kind of code will govern cyberspace, and who will control it. In this realm, code is the most significant form of law, and it is up to lawyers, policymakers, and especially citizens to decide what values that code embodies.

The Oxford Handbook of Ethics of AI

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Author :
Publisher : Oxford Handbooks
ISBN 13 : 019006739X
Total Pages : 896 pages
Book Rating : 4.1/5 (9 download)

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Book Synopsis The Oxford Handbook of Ethics of AI by : Markus Dirk Dubber

Download or read book The Oxford Handbook of Ethics of AI written by Markus Dirk Dubber and published by Oxford Handbooks. This book was released on 2020 with total page 896 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary and international handbook captures and shapes much needed reflection on normative frameworks for the production, application, and use of artificial intelligence in all spheres of individual, commercial, social, and public life.

Algorithmic Regulation

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Author :
Publisher : Oxford University Press
ISBN 13 : 0192575430
Total Pages : 304 pages
Book Rating : 4.1/5 (925 download)

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Book Synopsis Algorithmic Regulation by : Karen Yeung

Download or read book Algorithmic Regulation written by Karen Yeung and published by Oxford University Press. This book was released on 2019-09-05 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the power and sophistication of of 'big data' and predictive analytics has continued to expand, so too has policy and public concern about the use of algorithms in contemporary life. This is hardly surprising given our increasing reliance on algorithms in daily life, touching policy sectors from healthcare, transport, finance, consumer retail, manufacturing education, and employment through to public service provision and the operation of the criminal justice system. This has prompted concerns about the need and importance of holding algorithmic power to account, yet it is far from clear that existing legal and other oversight mechanisms are up to the task. This collection of essays, edited by two leading regulatory governance scholars, offers a critical exploration of 'algorithmic regulation', understood both as a means for co-ordinating and regulating social action and decision-making, as well as the need for institutional mechanisms through which the power of algorithms and algorithmic systems might themselves be regulated. It offers a unique perspective that is likely to become a significant reference point for the ever-growing debates about the power of algorithms in daily life in the worlds of research, policy and practice. The range of contributors are drawn from a broad range of disciplinary perspectives including law, public administration, applied philosophy, data science and artificial intelligence. Taken together, they highlight the rise of algorithmic power, the potential benefits and risks associated with this power, the way in which Sheila Jasanoff's long-standing claim that 'technology is politics' has been thrown into sharp relief by the speed and scale at which algorithmic systems are proliferating, and the urgent need for wider public debate and engagement of their underlying values and value trade-offs, the way in which they affect individual and collective decision-making and action, and effective and legitimate mechanisms by and through which algorithmic power is held to account.

Evaluating Algorithmic Regulation Policies

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Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (139 download)

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Book Synopsis Evaluating Algorithmic Regulation Policies by : Carolyn Gideon

Download or read book Evaluating Algorithmic Regulation Policies written by Carolyn Gideon and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term 'algorithmic governance' has two meanings in the policy debate and existing literature: (1) the role of algorithms in governing our lives, and (2) the governance of the algorithms. Algorithms govern our lives both explicitly and implicitly. Explicitly, the public sector and governance institutions use algorithms, often outsourced to contractors, to fulfill their missions, such as allocating policing resources and determining prison sentencing. Implicitly, they govern many aspects of our lives, such as the shape of discourse in our digital public sphere, qualifications for loans, insurance premiums, employment eligibility, movie recommendations, the routes we drive to work, airline fares, college admissions, and more. With our lives increasingly shaped by digital platforms of social media and search engines, these opaque private-sector algorithms may govern our lives more than the laws of our governments (MacKinnon 2013). The harms of these governing algorithms in the context of public sector and private sector use have been well documented (e.g. O'Neil 2016, Noble 2018). These algorithms, lacking transparency and legitimacy, sometimes violate existing laws. This presents a situation where we must think through how to extend governance to be sure laws are maintained when algorithms are used, i.e. the second meaning of algorithmic governance. This paper attempts to increase our understanding of how to govern algorithms by exploring incentives and effects of different policies on how algorithms and AI are developed and deployed. Several countries have begun to introduce regulations of algorithms and AI. However, these laws are still in their fledgling state and may have unintended consequences. Such policies face critical challenges, including information and expertise asymmetry, the dynamic nature of the algorithms and their use, and sheer volume. While there has been a great deal of helpful legal scholarship exploring this issue, this paper provides necessary economic analysis clarifying the incentives created for different parties by the policy options by evaluating recent and proposed policies on several criteria, including (1) incentives for firms and other entities to comply, (2) effectiveness in governance (including monitoring and enforcement), (3) minimization of obstacles to innovation (by potential entrants as well as incumbents), and (4) balance of Type I vs Type II errors. We use theoretic modeling of games between platforms and regulators, between platforms and users, between algorithm developers and implementers, and multiplayer games between users to identify incentives and outcomes under different proposed governance structures and in different contexts. We will test the results of these models with empirical evidence from trials of such policies where they exist, and similar regulation of other industries where they do not. We will evaluate several major proposed policies, including aspects of the EU Artificial Intelligence Act, the US Algorithmic Accountability Act, and the proposed FDA model of pre-market testing and evaluation. We also introduce and evaluate an alternative model based on accounting audits of corporate financial statements for legal compliance. The paper contributes a better understanding of the tradeoffs between regulatory policy options based on economic analysis.

The Ethical Algorithm

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Author :
Publisher : Oxford University Press
ISBN 13 : 0190948221
Total Pages : 288 pages
Book Rating : 4.1/5 (99 download)

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Book Synopsis The Ethical Algorithm by : Michael Kearns

Download or read book The Ethical Algorithm written by Michael Kearns and published by Oxford University Press. This book was released on 2019-10-04 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.

Algorithms and Law

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1108424821
Total Pages : 321 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Algorithms and Law by : Martin Ebers

Download or read book Algorithms and Law written by Martin Ebers and published by Cambridge University Press. This book was released on 2020-07-23 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring issues from big-data to robotics, this volume is the first to comprehensively examine the regulatory implications of AI technology.

Handbook on the Economics of the Internet

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Author :
Publisher : Edward Elgar Publishing
ISBN 13 : 0857939858
Total Pages : 603 pages
Book Rating : 4.8/5 (579 download)

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Book Synopsis Handbook on the Economics of the Internet by : Johannes M. Bauer

Download or read book Handbook on the Economics of the Internet written by Johannes M. Bauer and published by Edward Elgar Publishing. This book was released on 2016-05-27 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet is connecting an increasing number of individuals, organizations, and devices into global networks of information flows. It is accelerating the dynamics of innovation in the digital economy, affecting the nature and intensity of competition, and enabling private companies, governments, and the non-profit sector to develop new business models. In this new ecosystem many of the theoretical assumptions and historical observations upon which economics rests are altered and need critical reassessment.

After the Digital Tornado

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1108645259
Total Pages : 251 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis After the Digital Tornado by : Kevin Werbach

Download or read book After the Digital Tornado written by Kevin Werbach and published by Cambridge University Press. This book was released on 2020-07-23 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networks powered by algorithms are pervasive. Major contemporary technology trends - Internet of Things, Big Data, Digital Platform Power, Blockchain, and the Algorithmic Society - are manifestations of this phenomenon. The internet, which once seemed an unambiguous benefit to society, is now the basis for invasions of privacy, massive concentrations of power, and wide-scale manipulation. The algorithmic networked world poses deep questions about power, freedom, fairness, and human agency. The influential 1997 Federal Communications Commission whitepaper “Digital Tornado” hailed the “endless spiral of connectivity” that would transform society, and today, little remains untouched by digital connectivity. Yet fundamental questions remain unresolved, and even more serious challenges have emerged. This important collection, which offers a reckoning and a foretelling, features leading technology scholars who explain the legal, business, ethical, technical, and public policy challenges of building pervasive networks and algorithms for the benefit of humanity. This title is also available as Open Access on Cambridge Core.

Algorithms of Education

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Author :
Publisher : U of Minnesota Press
ISBN 13 : 1452964726
Total Pages : 196 pages
Book Rating : 4.4/5 (529 download)

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Book Synopsis Algorithms of Education by : Kalervo N. Gulson

Download or read book Algorithms of Education written by Kalervo N. Gulson and published by U of Minnesota Press. This book was released on 2022-05-17 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: A critique of what lies behind the use of data in contemporary education policy While the science fiction tales of artificial intelligence eclipsing humanity are still very much fantasies, in Algorithms of Education the authors tell real stories of how algorithms and machines are transforming education governance, providing a fascinating discussion and critique of data and its role in education policy. Algorithms of Education explores how, for policy makers, today’s ever-growing amount of data creates the illusion of greater control over the educational futures of students and the work of school leaders and teachers. In fact, the increased datafication of education, the authors argue, offers less and less control, as algorithms and artificial intelligence further abstract the educational experience and distance policy makers from teaching and learning. Focusing on the changing conditions for education policy and governance, Algorithms of Education proposes that schools and governments are increasingly turning to “synthetic governance”—a governance where what is human and machine becomes less clear—as a strategy for optimizing education. Exploring case studies of data infrastructures, facial recognition, and the growing use of data science in education, Algorithms of Education draws on a wide variety of fields—from critical theory and media studies to science and technology studies and education policy studies—mapping the political and methodological directions for engaging with datafication and artificial intelligence in education governance. According to the authors, we must go beyond the debates that separate humans and machines in order to develop new strategies for, and a new politics of, education.

Constitutional Challenges in the Algorithmic Society

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1108906923
Total Pages : 341 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis Constitutional Challenges in the Algorithmic Society by : Hans-W. Micklitz

Download or read book Constitutional Challenges in the Algorithmic Society written by Hans-W. Micklitz and published by Cambridge University Press. This book was released on 2021-12-02 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: New technologies have always challenged the social, economic, legal, and ideological status quo. Constitutional law is no less impacted by such technologically driven transformations, as the state must formulate a legal response to new technologies and their market applications, as well as the state's own use of new technology. In particular, the development of data collection, data mining, and algorithmic analysis by public and private actors present unique challenges to public law at the doctrinal as well as the theoretical level. This collection, aimed at legal scholars and practitioners, describes the constitutional challenges created by the algorithmic society. It offers an important synthesis of the state of play in law and technology studies, addressing the challenges for fundamental rights and democracy, the role of policy and regulation, and the responsibilities of private actors. This title is also available as Open Access on Cambridge Core.

The Oxford Handbook of Philosophy of Technology

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Publisher : Oxford University Press
ISBN 13 : 019085118X
Total Pages : 697 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis The Oxford Handbook of Philosophy of Technology by : Shannon Vallor

Download or read book The Oxford Handbook of Philosophy of Technology written by Shannon Vallor and published by Oxford University Press. This book was released on 2022 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Philosophy of Technology gives readers a view into this increasingly vital and urgently needed domain of philosophical understanding, offering an in-depth collection of leading and emerging voices in the philosophy of technology. The thirty-two contributions in this volume cut across and connect diverse philosophical traditions and methodologies. They reveal the often-neglected importance of technology for virtually every subfield of philosophy, including ethics, epistemology, philosophy of science, metaphysics, aesthetics, philosophy of language, and political theory. The Handbook also gives readers a new sense of what philosophy looks like when fully engaged with the disciplines and domains of knowledge that continue to transform the material and practical features and affordances of our world, including engineering, arts and design, computing, and the physical and social sciences. The chapters reveal enduring conceptual themes concerning technology's role in the shaping of human knowledge, identity, power, values, and freedom, while bringing a philosophical lens to the profound transformations of our existence brought by innovations ranging from biotechnology and nuclear engineering to artificial intelligence, virtual reality, and robotics. This new collection challenges the reader with provocative and original insights on the history, concepts, problems, and questions to be brought to bear upon humanity's complex and evolving relationship to technology.