Most human thinking is thoroughly informed by context but, until recently, theories of reasoning have concentrated on abstract rules and generalities that make no reference to this crucial factor. Perspectives on Contexts brings together essays from leading cognitive scientists to forge a vigorous interdisciplinary understanding of the contextual phenomenon. Applicable to human and machine cognition in philosophy, artificial intelligence, and psychology, this volume is essential to the current renaissance in thinking about context.
Phantom Politics develops a new framework for understanding how humans, bots, and AI systems interact on social media platforms and structure political communication. Focusing primarily on X (formerly Twitter), it analyzes three cases: the 2017 Women’s March, the 2019 “Build the Wall” discourse, and U.S. federal election discourse in 2024, to demonstrate how X functions not only as a mirror of political trends but also as a driver of change in the digital public sphere. The book shows how political participation is shaped by both authentic political expression and bot-driven narratives. It introduces new concepts to explain how AI-generated political speech can appear human while remaining detached from a human speaker, raising urgent questions about agency, accountability, and political voice. At a time when AI technologies are becoming increasingly integrated into public life, the book examines how emerging forms of automation are reshaping democratic discourse, challenging traditional understandings of participation, and transforming the ways political ideas circulate, gain visibility, and influence public debate.
An authoritative look at how artificial intelligence both shapes and is shaped by the political and economic forces of the modern world.
As the effects of artificial intelligence are felt across economies and societies, many of its ramifications are still emerging. This volume brings together economists and political scientists to examine how AI intersects with regulation, military power, and political identity—offering analytical frameworks and identifying key open questions for future research.
The contributions address topics such as the allocation of property rights for AI inputs, trade-offs among alternative regulatory regimes, and the role of interest groups in shaping the technology’s trajectory. They explore how AI-related capabilities influence military effectiveness, resource allocation, and bargaining power among nations, and consider AI’s effects on political preferences, from the influence of AI-curated information on polarization to the implications of targeted political advertising and personalized education for national identity formation. The volume highlights key trade-offs that arise in AI’s political economy, and points toward empirical strategies and theoretical models that can advance understanding in this emerging field.
Drawing on diverse disciplinary perspectives, the collection provides a foundation for rigorous inquiry into how AI both shapes and is shaped by political and economic forces.
Since its introduction in 2009, Bitcoin has been widely promoted as a digital currency that will revolutionize everything from online commerce to the nation-state. Yet supporters of Bitcoin and its blockchain technology subscribe to a form of cyberlibertarianism that depends to a surprising extent on far-right political thought. The Politics of Bitcoin exposes how much of the economic and political thought on which this cryptocurrency is based emerges from ideas that travel the gamut, from Milton Friedman, F.A. Hayek, and Ludwig von Mises to Federal Reserve conspiracy theorists.
Forerunners: Ideas First is a thought-in-process series of breakthrough digital publications. Written between fresh ideas and finished books, Forerunners draws on scholarly work initiated in notable blogs, social media, conference plenaries, journal articles, and the synergy of academic exchange. This is gray literature publishing: where intense thinking, change, and speculation take place in scholarship.
A respected voice on technology shows how seemingly simple ads help dismantle democracy and public discourse.
Whether you’re intentionally shopping or casually browsing social media, something is following you: ads. Their creators seem to know your income bracket, politics, age, location, medical conditions, and tastes in clothing, food, and romantic partners. As advertising firms use predictive AI to discover your hot buttons and generative AI to push them, your online world becomes an increasingly bespoke—and isolated—place. The fervid competition around personalization in digital marketing has given rise to an ecosystem of advertisers, media outlets, tech companies, and retailers who monetize your data while threatening the health of our media, discourse, and sense of community. In this urgent book, award-winning author Joseph Turow shows how we got here, and how to change direction.
The Problem with Personalization shatters common beliefs about advertising history by showing that individualized ads are not new. Today’s AI-enabled advertisers draw on past aspirations and assumptions about personalization while weaponizing data in unprecedented ways that drive social fragmentation and the disappearance of shared social reality. Informed by interviews with marketing insiders and covering the latest technology advances, Turow accessibly explains how artificial intelligence sifts through our data to tag and target us wherever we go with personalized videos, pictorial billboards, audio messages, and more. A logical next step for advertiser support is tailored entertainment and news, a shift that further destroys the common ground necessary for a functioning democracy.
A must-read for all who care about the future of public discourse, The Problem with Personalization reveals how targeted advertising has altered how we’re seen and what we see in return.
A respected voice on technology shows how seemingly simple ads help dismantle democracy and public discourse.
Whether you’re intentionally shopping or casually browsing social media, something is following you: ads. Their creators seem to know your income bracket, your tastes in clothing, food, location, politics, age, medical conditions, and romantic partners. As predictive AI tells firms what your hot buttons are and generative AI produces messages tailored to those buttons, your online world becomes an increasingly comfortable—and isolated—place. The fervid competition around personalization in digital marketing, now ubiquitous, has given rise to an ecosystem of advertisers, media outlets, tech companies, and retailers who monetize your data, while threatening the health of our media, our discourse, and our sense of community. In this urgent book, award-winning author Joseph Turow shows how we got here, and how to change direction.
The Problem with Personalization shatters common beliefs about advertising history by showing that individualizing ads is not new. Today’s high-velocity AI versions draw on past aspirations and assumptions about personalization while weaponizing it in unprecedented ways that drive social fragmentation and the disappearance of shared social reality. Informed by interviews with marketing insiders and covering the latest technology advances, Turow accessibly explains how artificial intelligence sifts our data to tag and target us wherever we go with personalized videos, pictorial billboards, audio messages, and more. A logical next step for advertiser support is tailored entertainment and news, a shift that further destroys the common ground necessary for a functioning democracy.
A must-read for all who care about the future of public discourse, The Problem with Personalization reveals how targeted advertising has altered how we’re seen and what we see in return.
A deep dive into the political roots of advertising on the internet
The contemporary internet’s de facto business model is one of surveillance. Browser cookies follow us around the web, Amazon targets us with eerily prescient ads, Facebook and Google read our messages and analyze our patterns, and apps record our every move. In Profit over Privacy, Matthew Crain gives internet surveillance a much-needed origin story by chronicling the development of its most important historical catalyst: web advertising.
The first institutional and political history of internet advertising, Profit over Privacy uses the 1990s as its backdrop to show how the massive data-collection infrastructure that undergirds the internet today is the result of twenty-five years of technical and political economic engineering. Crain considers the social causes and consequences of the internet’s rapid embrace of consumer monitoring, detailing how advertisers and marketers adapted to the existential threat of the internet and marshaled venture capital to develop the now-ubiquitous business model called “surveillance advertising.” He draws on a range of primary resources from government, industry, and the press and highlights the political roots of internet advertising to underscore the necessity of political solutions to reign in unaccountable commercial surveillance.
The dominant business model on the internet, surveillance advertising is the result of political choices—not the inevitable march of technology. Unlike many other countries, the United States has no internet privacy law. A fascinating prehistory of internet advertising giants like Google and Facebook, Profit over Privacy argues that the internet did not have to turn out this way and that it can be remade into something better.
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