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Author: Chris Wiggins Publisher: W. W. Norton & Company ISBN: 1324006749 Category : Technology & Engineering Languages : en Pages : 289
Book Description
“Fascinating.” —Jill Lepore, The New Yorker A sweeping history of data and its technical, political, and ethical impact on our world. From facial recognition—capable of checking people into flights or identifying undocumented residents—to automated decision systems that inform who gets loans and who receives bail, each of us moves through a world determined by data-empowered algorithms. But these technologies didn’t just appear: they are part of a history that goes back centuries, from the census enshrined in the US Constitution to the birth of eugenics in Victorian Britain to the development of Google search. Expanding on the popular course they created at Columbia University, Chris Wiggins and Matthew L. Jones illuminate the ways in which data has long been used as a tool and a weapon in arguing for what is true, as well as a means of rearranging or defending power. They explore how data was created and curated, as well as how new mathematical and computational techniques developed to contend with that data serve to shape people, ideas, society, military operations, and economies. Although technology and mathematics are at its heart, the story of data ultimately concerns an unstable game among states, corporations, and people. How were new technical and scientific capabilities developed; who supported, advanced, or funded these capabilities or transitions; and how did they change who could do what, from what, and to whom? Wiggins and Jones focus on these questions as they trace data’s historical arc, and look to the future. By understanding the trajectory of data—where it has been and where it might yet go—Wiggins and Jones argue that we can understand how to bend it to ends that we collectively choose, with intentionality and purpose.
Author: Chris Wiggins Publisher: W. W. Norton & Company ISBN: 1324006749 Category : Technology & Engineering Languages : en Pages : 289
Book Description
“Fascinating.” —Jill Lepore, The New Yorker A sweeping history of data and its technical, political, and ethical impact on our world. From facial recognition—capable of checking people into flights or identifying undocumented residents—to automated decision systems that inform who gets loans and who receives bail, each of us moves through a world determined by data-empowered algorithms. But these technologies didn’t just appear: they are part of a history that goes back centuries, from the census enshrined in the US Constitution to the birth of eugenics in Victorian Britain to the development of Google search. Expanding on the popular course they created at Columbia University, Chris Wiggins and Matthew L. Jones illuminate the ways in which data has long been used as a tool and a weapon in arguing for what is true, as well as a means of rearranging or defending power. They explore how data was created and curated, as well as how new mathematical and computational techniques developed to contend with that data serve to shape people, ideas, society, military operations, and economies. Although technology and mathematics are at its heart, the story of data ultimately concerns an unstable game among states, corporations, and people. How were new technical and scientific capabilities developed; who supported, advanced, or funded these capabilities or transitions; and how did they change who could do what, from what, and to whom? Wiggins and Jones focus on these questions as they trace data’s historical arc, and look to the future. By understanding the trajectory of data—where it has been and where it might yet go—Wiggins and Jones argue that we can understand how to bend it to ends that we collectively choose, with intentionality and purpose.
Author: Ed Finn Publisher: MIT Press ISBN: 0262035928 Category : Computers Languages : en Pages : 267
Book Description
The gap between theoretical ideas and messy reality, as seen in Neal Stephenson, Adam Smith, and Star Trek. We depend on—we believe in—algorithms to help us get a ride, choose which book to buy, execute a mathematical proof. It's as if we think of code as a magic spell, an incantation to reveal what we need to know and even what we want. Humans have always believed that certain invocations—the marriage vow, the shaman's curse—do not merely describe the world but make it. Computation casts a cultural shadow that is shaped by this long tradition of magical thinking. In this book, Ed Finn considers how the algorithm—in practical terms, “a method for solving a problem”—has its roots not only in mathematical logic but also in cybernetics, philosophy, and magical thinking. Finn argues that the algorithm deploys concepts from the idealized space of computation in a messy reality, with unpredictable and sometimes fascinating results. Drawing on sources that range from Neal Stephenson's Snow Crash to Diderot's Encyclopédie, from Adam Smith to the Star Trek computer, Finn explores the gap between theoretical ideas and pragmatic instructions. He examines the development of intelligent assistants like Siri, the rise of algorithmic aesthetics at Netflix, Ian Bogost's satiric Facebook game Cow Clicker, and the revolutionary economics of Bitcoin. He describes Google's goal of anticipating our questions, Uber's cartoon maps and black box accounting, and what Facebook tells us about programmable value, among other things. If we want to understand the gap between abstraction and messy reality, Finn argues, we need to build a model of “algorithmic reading” and scholarship that attends to process, spearheading a new experimental humanities.
Author: Nicholas Diakopoulos Publisher: Harvard University Press ISBN: 0674239318 Category : Language Arts & Disciplines Languages : en Pages : 337
Book Description
From hidden connections in big data to bots spreading fake news, journalism is increasingly computer-generated. An expert in computer science and media explains the present and future of a world in which news is created by algorithm. Amid the push for self-driving cars and the roboticization of industrial economies, automation has proven one of the biggest news stories of our time. Yet the wide-scale automation of the news itself has largely escaped attention. In this lively exposé of that rapidly shifting terrain, Nicholas Diakopoulos focuses on the people who tell the stories—increasingly with the help of computer algorithms that are fundamentally changing the creation, dissemination, and reception of the news. Diakopoulos reveals how machine learning and data mining have transformed investigative journalism. Newsbots converse with social media audiences, distributing stories and receiving feedback. Online media has become a platform for A/B testing of content, helping journalists to better understand what moves audiences. Algorithms can even draft certain kinds of stories. These techniques enable media organizations to take advantage of experiments and economies of scale, enhancing the sustainability of the fourth estate. But they also place pressure on editorial decision-making, because they allow journalists to produce more stories, sometimes better ones, but rarely both. Automating the News responds to hype and fears surrounding journalistic algorithms by exploring the human influence embedded in automation. Though the effects of automation are deep, Diakopoulos shows that journalists are at little risk of being displaced. With algorithms at their fingertips, they may work differently and tell different stories than they otherwise would, but their values remain the driving force behind the news. The human–algorithm hybrid thus emerges as the latest embodiment of an age-old tension between commercial imperatives and journalistic principles.
Author: Jacqueline Wernimont Publisher: MIT Press ISBN: 0262039044 Category : Social Science Languages : en Pages : 239
Book Description
A feminist media history of quantification, uncovering the stories behind the tools and technologies we use to count, measure, and weigh our lives and realities. Anglo-American culture has used media to measure and quantify lives for centuries. Historical journal entries map the details of everyday life, while death registers put numbers to life's endings. Today we count our daily steps with fitness trackers and quantify births and deaths with digitized data. How are these present-day methods for measuring ourselves similar to those used in the past? In this book, Jacqueline Wernimont presents a new media history of western quantification, uncovering the stories behind the tools and technologies we use to count, measure, and weigh our lives and realities. Numbered Lives is the first book of its kind, a feminist media history that maps connections not only between past and present-day “quantum media” but between media tracking and long-standing systemic inequalities. Wernimont explores the history of the pedometer, mortality statistics, and the census in England and the United States to illuminate the entanglement of Anglo-American quantification with religious, imperial, and patriarchal paradigms. In Anglo-American culture, Wernimont argues, counting life and counting death are sides of the same coin—one that has always been used to render statistics of life and death more valuable to corporate and state organizations. Numbered Lives enumerates our shared media history, helping us understand our digital culture and inheritance.
Author: Sarah E. Igo Publisher: Harvard University Press ISBN: 0674244796 Category : History Languages : en Pages : 593
Book Description
A Washington Post Book of the Year Winner of the Merle Curti Award Winner of the Jacques Barzun Prize Winner of the Ralph Waldo Emerson Award “A masterful study of privacy.” —Sue Halpern, New York Review of Books “Masterful (and timely)...[A] marathon trek from Victorian propriety to social media exhibitionism...Utterly original.” —Washington Post Every day, we make decisions about what to share and when, how much to expose and to whom. Securing the boundary between one’s private affairs and public identity has become an urgent task of modern life. How did privacy come to loom so large in public consciousness? Sarah Igo tracks the quest for privacy from the invention of the telegraph onward, revealing enduring debates over how Americans would—and should—be known. The Known Citizen is a penetrating historical investigation with powerful lessons for our own times, when corporations, government agencies, and data miners are tracking our every move. “A mighty effort to tell the story of modern America as a story of anxieties about privacy...Shows us that although we may feel that the threat to privacy today is unprecedented, every generation has felt that way since the introduction of the postcard.” —Louis Menand, New Yorker “Engaging and wide-ranging...Igo’s analysis of state surveillance from the New Deal through Watergate is remarkably thorough and insightful.” —The Nation
Author: William Aspray Publisher: Rowman & Littlefield ISBN: 153818382X Category : Language Arts & Disciplines Languages : en Pages : 515
Book Description
This is not a book about the history of computing or the history of information. Instead, it is a meta-historical book about the research and writing of these types of history. The formal presentation of historical research in the form of a publication often hides the process by which the topic was selected, boundaries were drawn, evidence was selected, analytic approach was chosen and applied, results were presented, how this work fits into a larger body of scholarship, the implicit goals and biases of the author, and many other similar issues. This process of learning about the various ways to carry out computer history or information history can be enriched by this collection of reflective essays by experienced scholars, discussing the craft that they practice. This is a book that concerns both computer history and information history. The first scholarship in computer history by professionally trained scholars began to appear in the 1970s, so we are approaching a half century of research and publication in this area. The field has generated numerous pieces of exemplary scholarship from various perspectives such as intellectual history of individual technologies, business histories of firms, economic histories of market sectors, externalist histories of funding and professionalization, and so on. However, the field continues to evolve, especially as computing and communication technologies have drawn together in the form of the Internet and social media; and with them a new set of scholars is participating, drawn not only from the history of science and technology, but also from the communication and media studies fields. Powerful theories, approaches, and frameworks are being increasingly drawn more widely from both the humanities and the social sciences to inform the practice of computer history. The scholars in this volume look at what’s happened, what’s happening now, and where historical scholarship in these disciplines is headed.
Author: Marion Fourcade Publisher: Harvard University Press - T ISBN: 0674296672 Category : Social Science Languages : en Pages : 385
Book Description
A sweeping critique of how digital capitalism is reformatting our world. We now live in an “ordinal society.” Nearly every aspect of our lives is measured, ranked, and processed into discrete, standardized units of digital information. Marion Fourcade and Kieran Healy argue that technologies of information management, fueled by the abundance of personal data and the infrastructure of the internet, transform how we relate to ourselves and to each other through the market, the public sphere, and the state. The personal data we give in exchange for convenient tools like Gmail and Instagram provides the raw material for predictions about everything from our purchasing power to our character. The Ordinal Society shows how these algorithmic predictions influence people’s life chances and generate new forms of capital and social expectation: nobody wants to ride with an unrated cab driver anymore or rent to a tenant without a risk score. As members of this society embrace ranking and measurement in their daily lives, new forms of social competition and moral judgment arise. Familiar structures of social advantage are recycled into measures of merit that produce insidious kinds of social inequality. While we obsess over order and difference—and the logic of ordinality digs deeper into our behaviors, bodies, and minds—what will hold us together? Fourcade and Healy warn that, even though algorithms and systems of rationalized calculation have inspired backlash, they are also appealing in ways that make them hard to relinquish.
Author: Matteo Pasquinelli Publisher: Verso Books ISBN: 1788730089 Category : Social Science Languages : en Pages : 273
Book Description
A social history of AI that finally reveals its roots in the spatial computation of industrial factories and the surveillance of collective behaviour. What is AI? A dominant view describes it as the quest "to solve intelligence," a solution supposedly to be found in the secret logic of the mind or in the deep physiology of the brain, such as in its complex neural networks. The Eye of the Master argues, to the contrary, that the inner code of AI is shaped not by the imitation of biological intelligence, but the intelligence of labour and social relations, as it is found in Babbage's "calculating engines" of the industrial age as well as in the recent algorithms for image recognition and surveillance. The idea that AI may one day become autonomous (or "sentient", as someone thought of Google's LaMDA) is pure fantasy. Computer algorithms have always imitated the form of social relations and the organisation of labour in their own inner structure and their purpose remains blind automation. The Eye of the Master urges a new literacy on AI for scientists, journalists and new generations of activists, who should recognise that the "mystery" of AI is just the automation of labour at the highest degree, not intelligence per se.
Author: Chris Wiggins
Author: Chris Wiggins
Author: Ed Finn
Author: Nicholas Diakopoulos
Author: Norbert Wiener
Author: Jacqueline Wernimont
Author: Sarah E. Igo
Author: Ruth Oldenziel
Author: William Aspray
Author: Marion Fourcade
Author: Matteo Pasquinelli