Download or read book Do digital markets and algorithmic governance pose intractable problems for existing forms of regulation and policing written by Pascal A. Nonnen and published by GRIN Verlag. This book was released on 2018-01-29 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essay from the year 2017 in the subject Sociology - Culture, Technology, Peoples / Nations, grade: 1,0, University of Edinburgh (Social and Political Science), course: Digital Markets & Society, language: English, abstract: In this essay, I argue that the emergence of digital markets constitutes a break with past social forms. Chapter one will examine the new social order by introducing Michel Foucault’s concept of ‘Governmentality’, followed by ‘algorithmic governance’ as governance by algorithms (governance by technology). I will outline how algorithms are not only shaped by humans but also shape humans and co-determine how social reality is organized. Chapter two will focus on how algorithmic governance and dark net as a space of anonymity pose challenges to society and to current forms of regulation and policing. It will also discuss whether, and to what extent, authorities can respond to the particular problems raised by digital markets and algorithmic governance. This essay will conclude that algorithmic governance and dark net as a space of anonymity confront both society and authorities with intractable regulatory problems. Due to the rise of a new social order, various effects such as secrecy, opacity, and inscrutability complicate regulatory responses on the part of authorities. As all members of society become more dependent on complex technology, it will be impossible for authorities to tackle the effects of algorithmic governance and dark net as a space of anonymity as a whole.
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.
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.
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.
Download or read book Algorithmic Regulation written by Karen Yeung and published by . This book was released on 2019-09-05 with total page 305 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 sectorsfrom 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 fromclear 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 whichthe 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 ofcontributors 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, theway 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, theway 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.
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.
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.
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.
Download or read book Data Centric Living written by Taylor & Francis Group and published by Routledge Chapman & Hall. This book was released on 2021-11-30 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores how data about our everyday online behaviour are collected and how they are processed in various ways by algorithms powered by Artificial Intelligence (AI) and Machine Learning (ML). The book investigates the socioeconomic effects of these technologies, and the evolving regulatory landscape that is aiming to nurture the positive effects of these technology evolutions while at the same time curbing possible negative practices. The volume scrutinizes growing concerns on how algorithmic decisions can sometimes be biased and discriminative; how autonomous systems can possibly disrupt and impact the labour markets, resulting in job losses in several traditional sectors while creating unprecedented opportunities in others; the rapid evolution of social media that can be addictive at times resulting in associated mental health issues; and the way digital Identities are evolving around the world and their impact on provisioning of government services. The book also provides an in-depth understanding of regulations around the world to protect privacy of data subjects in the online world; a glimpse of how data is used as a digital public good in combating Covid pandemic; and how ethical standards in autonomous systems are evolving in the digital world. A timely intervention in this fast-evolving field, this book will be useful for scholars and researchers of digital humanities, business and management, internet studies, data sciences, political studies, urban sociology, law, media and cultural studies, sociology, cultural anthropology, and science and technology studies. It will also be of immense interest to the general readers seeking insights on daily digital lives.
Download or read book The Expansion of Algorithmic Governance written by Samer Hassan and published by . This book was released on 2018 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Code is law” is a form of regulation whereby technology is used to enforce existing rules. With the advent of Blockchain and Machine Learning, we are witnessing a new trend, whereby technology is progressively taking the upper-hand over these rules. Yet, as opposed to traditional legal rules, which merely stipulates what people shall or shall not do, technical rules determine what people can or cannot do in the first place. This eliminates the need for any third party enforcement authority to intervene after the fact, in order to punish those who infringed the law. Moreover, as laws are incorporated into a code-based system whose rules dynamically evolve as new information is fed into the system, it might become difficult for people to not only understand, but also question the legitimacy of the rules that are affecting their lives on a daily basis.
Download or read book Algorithmic Regulation written by Karen Yeung and published by . This book was released on 2017 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations in networked digital communications technologies, including the rise of 'Big Data', ubiquitous computing and cloud storage systems, may be giving rise to a new system of social ordering known as algorithmic regulation. Algorithmic regulation refers to decision-making systems that regulate a domain of activity in order to manage risk or alter behaviour through continual computational generation of knowledge by systematically collecting data (in real time on a continuous basis) emitted directly from numerous dynamic components pertaining to the regulated environment in order to identify and, if necessary, automatically refine (or prompt refinement of) the system's operations to attain a pre-specified goal. It provides a descriptive analysis of algorithmic regulation, classifying these decision-making systems as either reactive or pre-emptive, and offers a taxonomy that identifies 8 different forms of algorithmic regulation based on their configuration at each of the three stages of the cybernetic process: notably, at the level of standard setting (adaptive vs. fixed behavioural standards); information-gathering and monitoring (historic data vs. predictions based on inferred data) and at the level of sanction and behavioural change (automatic execution vs. recommender systems). It maps the contours of several emerging debates surrounding algorithmic regulation, drawing upon insights from regulatory governance studies, legal critiques, surveillance studies and critical data studies to highlight various concerns about the legitimacy of algorithmic regulation.
Download or read book Facebook the Media and Democracy written by Leighton Andrews and published by Routledge. This book was released on 2019-08-29 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Facebook, the Media and Democracy examines Facebook Inc. and the impact that it has had and continues to have on media and democracy around the world. Drawing on interviews with Facebook users of different kinds and dialogue with politicians, regulators, civil society and media commentators, as well as detailed documentary scrutiny of legislative and regulatory proposals and Facebook’s corporate statements, the book presents a comprehensive but clear overview of the current debate around Facebook and the global debate on the regulation of social media in the era of ‘surveillance capitalism.’ Chapters examine the business and growing institutional power of Facebook as it has unfolded over the fifteen years since its creation, the benefits and meanings that it has provided for its users, its disruptive challenge to the contemporary media environment, its shaping of conversations, and the emerging calls for its further regulation. The book considers Facebook’s alleged role in the rise of democratic movements around the world as well as its suggested role in the election of Donald Trump and the UK vote to leave the European Union. This book argues that Facebook, in some shape or form, is likely to be with us into the foreseeable future and that how we address the societal challenges that it provokes, and the economic system that underpins it, will define how human societies demonstrate their capacity to protect and enhance democracy and ensure that no corporation can set itself above democratic institutions. This is an important research volume for academics and researchers in the areas of media studies, communications, social media and political science.
Download or read book Engaging Privacy and Information Technology in a Digital Age written by National Research Council and published by National Academies Press. This book was released on 2007-06-28 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Privacy is a growing concern in the United States and around the world. The spread of the Internet and the seemingly boundaryless options for collecting, saving, sharing, and comparing information trigger consumer worries. Online practices of business and government agencies may present new ways to compromise privacy, and e-commerce and technologies that make a wide range of personal information available to anyone with a Web browser only begin to hint at the possibilities for inappropriate or unwarranted intrusion into our personal lives. Engaging Privacy and Information Technology in a Digital Age presents a comprehensive and multidisciplinary examination of privacy in the information age. It explores such important concepts as how the threats to privacy evolving, how can privacy be protected and how society can balance the interests of individuals, businesses and government in ways that promote privacy reasonably and effectively? This book seeks to raise awareness of the web of connectedness among the actions one takes and the privacy policies that are enacted, and provides a variety of tools and concepts with which debates over privacy can be more fruitfully engaged. Engaging Privacy and Information Technology in a Digital Age focuses on three major components affecting notions, perceptions, and expectations of privacy: technological change, societal shifts, and circumstantial discontinuities. This book will be of special interest to anyone interested in understanding why privacy issues are often so intractable.
Download or read book Government Use of Artificial Intelligence in New Zealand written by Colin Gavaghan and published by . This book was released on 2019 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This is the first major report from the Artificial Intelligence and the Law Project. The overall focus of the report is on the regulatory issues surrounding uses of artificial intelligence (AI) in New Zealand. There are many types of AI systems, and many spheres within which AI systems are used (in New Zealand and beyond). Phase 1 of the project focuses on regulatory issues surrounding the use of predictive AI models in New Zealand government departments. As discussed in the report, while there are many types of AI model, the concept of a “predictive model” picks out a reasonably well-defined class of models that share certain commonalities and are fairly well characterisable as a regulatory target. The report specifically focuses on the use of predictive models in the public sector because the researchers want to begin by discussing regulatory options in a sphere where the New Zealand Government can readily take action. New Zealand’s Government can relatively easily effect changes in the way its own departments and public institutions operate. The report identifies and discusses a number of primary concerns: Accuracy, Human control, Transparency and a right to reasons/explanations, Bias, fairness and discrimination, Privacy. Individual rights are vital for any democracy but exclusive reliance should not be placed on individual rights models that depend on affected parties holding predictive algorithms to account. Often, individuals will lack the resources to do so. Furthermore, individual rights models might offer limited efficacy in monitoring group harms. With regard to oversight and regulation, one of the key recommendations of the report is that Government should consider the establishment of a regulatory/oversight agency. Several possible models for the new regulatory agency are proposed in the report. The new regulator could serve a range of other functions, including: Producing best practice guidelines; Maintaining a register of algorithms used in government; Producing an annual public report on such uses; Conducting ongoing monitoring on the effects of these tools. The report indicates preference for a relatively “hard-edged” regulatory agency, with the authority to demand information and answers, and to deny permission for certain proposals. However, even a light-touch regulatory agency could serve an important function. The researchers stress the need for consultation with a wide range of stakeholders across New Zealand society, especially with populations likely to be affected by algorithmic decisions, and with those likely to be under-represented in construction and training. This is likely to include those in lower socio-economic classes, and Māori and Pacific Island populations. Quite simply, they are likely to have insights, concerns and perspectives that will not be available to even the most well-intentioned of outside observers."--Publisher's website.
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.
Download or read book The Cambridge Handbook of Artificial Intelligence written by Keith Frankish and published by Cambridge University Press. This book was released on 2014-06-12 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence, or AI, is a cross-disciplinary approach to understanding, modeling, and creating intelligence of various forms. It is a critical branch of cognitive science, and its influence is increasingly being felt in other areas, including the humanities. AI applications are transforming the way we interact with each other and with our environment, and work in artificially modeling intelligence is offering new insights into the human mind and revealing new forms mentality can take. This volume of original essays presents the state of the art in AI, surveying the foundations of the discipline, major theories of mental architecture, the principal areas of research, and extensions of AI such as artificial life. With a focus on theory rather than technical and applied issues, the volume will be valuable not only to people working in AI, but also to those in other disciplines wanting an authoritative and up-to-date introduction to the field.
Download or read book Global Business Regulation written by John Braithwaite and published by Cambridge University Press. This book was released on 2000-02-13 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: How has the regulation of business shifted from national to global institutions? What are the mechanisms of globalization? Who are the key actors? What of democratic sovereignty? In which cases has globalization been successfully resisted? These questions are confronted across an amazing sweep of the critical areas of business regulation--from contract, intellectual property and corporations law, to trade, telecommunications, labor standards, drugs, food, transport and environment. This book examines the role played by global institutions such as the World Trade Organization, World Health Organization, the OECD, IMF, Moodys and the World Bank, as well as various NGOs and significant individuals. Incorporating both history and analysis, Global Business Regulation will become the standard reference for readers in business, law, politics, and international relations.
