A robust yet accessible introduction to the idea, history, and key applications of differential privacy—the gold standard of algorithmic privacy protection. Differential privacy (DP) is an increasingly popular, though controversial, approach to protecting personal data. DP protects confidential data by introducing carefully calibrated random numbers, called statistical noise, when the data is used. Google, Apple, and Microsoft have all integrated the technology into their software, and the US Census Bureau used DP to protect data collected in the 2020 census. In this book, Simson Garfinkel presents the underlying ideas of DP, and helps explain why DP is needed in today's information-rich environment, why it was used as the privacy protection mechanism for the 2020 census, and why it is so controversial in some communities. When DP is used to protect confidential data, like an advertising profile based on the web pages you have viewed with a web browser, the noise makes it impossible for someone to take that profile and reverse engineer, with absolute certainty, the underlying confidential data on which the profile was computed. The book also chronicles the history of DP and describes the key participants and its limitations. Along the way, it also presents a short history of the US Census and other approaches for data protection such as de-identification and k-anonymity.

The first critical account of the enormous upsurge in cultural expression across Asian countries from 1979–2008, and the new possibilities it presented for the aesthetic and cultural re-imagining of a “unified” contemporary Asia. Biennial-style art exhibitions. New discourses in modern and contemporary art. The production and circulation of increasingly debordered popular culture. A Regional Contemporary by C. J. W.-L. Wee is an investigative account of the dramatic increase in cultural expression in Asia from 1979 to 2008, with the 1990s as the focal point of this period. The so-called East Asian miracle, Wee argues, projected a fictive but shared contemporary regional identity onto Northeast and Southeast Asia, collectively taken as East Asia. The new cultural explosion was notably enabled by expanded capitalist energies that reached a level critical enough to reposition the region's postcolonial and Cold War–era nationalisms, and this book examines the resulting implications. A sophisticated and compelling study, A Regional Contemporary is the first to examine the conjunction of high and popular culture in the region. Moreover, Wee reveals how the various cultural formations of this regional contemporary were able to traverse—if not overcome—uneven national economies, the memory of Japanese empire, and the geopolitical rifts of post–Cold War nationalisms. While foregrounding new cultural expression, Wee simultaneously examines how novel economic conditions bolstered a more confident questioning of Western modernity's dominance and enhanced the capacity for regional dialogue in the bid to overcome colonial-era legacies—even as those legacies were being absorbed into the region.

A novel account of the explanatory role of representation in both the cognitive sciences and commonsense practice that preserves the virtues without the defects of the prevailing two views about mental representation. Philosophers of mind tend to hold one of two broad views about mental representation: they are either robustly realist about mental representations, taking them to have determinate, objective content independent of attributors' explanatory interests and goals, or they embrace some form of anti-realism, holding that mental representations are at best useful fictions. Neither view is satisfactory. In Deflating Mental Representation , Frances Egan develops and defends a distinctive third way—a view she calls a deflationary account of mental representation—that both resolves philosophical worries about content and best fits actual practice in science and everyday life. According to Egan's deflationary account, appeal to mental representation does indeed pick out causes of behavior, but the attribution of content to these causes is best understood as a pragmatically motivated gloss , justified in part by attributors' explanatory interests and goals. Content plays an explanatory role in the deflationary account, but one quite different than that assumed by robust representational realists. Egan also develops a novel account of perceptual experience as a kind of modeling of our inner lives by aspects of external reality and explains the role of appeal to representation in this process.

An edited collection that explores the multifaceted experiences of Chinese culinary modernity both within and outside of mainland China from the mid-19th century to present. Modern Chinese Foodways defines some of the major processes by which Chinese food and foodways have become modern, with a focus on the period from the mid-nineteenth to the twenty-first century. The editors, Jia-Chen Fu, Michelle T. King, and Jakob A. Klein, highlight four prominent areas of change: commodification of food production; the scientization of expertise and the development of new food technologies; the creation of new culinary identities based on gender, ethnicity, and nation; and the circuits of migration taking place since the nineteenth century. This collection argues that Chinese food and foodways are very much modern—not a given in the face of the chorus of voices that insists on emphasizing its ancient roots—in ways that both recall the experiences of other cultures, as well as in ways unique to China's own historical trajectory. The book combines incisive, original scholarship by thirteen leading voices in the field with editorial essays on the past and future of Chinese food studies to frame the field of inquiry for the next generation of Chinese food studies scholars. Demonstrating the significance of modern Chinese foodways to the phenomenon of culinary modernity writ large, which is still largely shaped by Euro-American perspectives and priorities, Modern Chinese Foodways is the first book of its kind.

How scientific studies of human behavior can be replicated with the consistency and rigor characteristic of the physical sciences, yielding scientific “laws.” In Laws of Human Behavior , Donald Pfaff and Sandra Sherman argue that many behavioral and neural discoveries—verified over the years through precise, reliable measurement—are tantamount to “laws,” comparable in rigor and replicability to physical laws such as gravity and the second law of thermodynamics. Drawing on research in areas including psychophysics, various types of conditioning and habit formation, and even social behaviors, they show how important aspects of the behavioral sciences contribute to laws that should be celebrated now. Responding to what some commentators have called a crisis in reliability, the authors make a compelling case for the progress that experimental work in areas, formerly labeled as “soft” science, has achieved. The book is international in scope. References range from the early nineteenth-century work of Weber to papers published in 2023. In particular, the authors cite important accomplishments in the behavioral and neural sciences of the past few decades that support the characterization of these sciences as “exact.” Each chapter of the book has three parts: examples of the law's manifestations in everyday life, examples of the laboratory science that supports the law, and neurobiological results that further support the validity of the law. The book also offers clues for understanding where the field of behavioral science is headed. The authors intend for the book to be accessible to interested nonscientists.

How technology creates new possibilities for transgender people, and how trans experiences, in turn, create new possibilities for technology. Mainstream technologies often exclude or marginalize transgender users. Trans Technologies describes what happens when trans people take technology design into their own hands. Oliver L. Haimson, whose research into gender transition and technology has defined this area of study, draws on transgender studies and his own in-depth interviews with more than 100 creators of technology—including apps, games, health resources, extended reality systems, and supplies designed to address challenges trans people face—to explain what trans technology is and to explore its present possibilities and limitations, as well as its future prospects. Haimson surveys the landscape of trans technologies to reveal the design processes that brought these technologies to life, and to show how trans people often must rely on community, technology, and the combination of the two to meet their basic needs and challenges. His work not only identifies the role of trans technology in caring for individuals within the trans community but also shows how trans technology creation empowers some trans people to create their own tools for navigating the world. Articulating which trans needs and challenges are currently being addressed by technology and which still need to be addressed; describing how trans technology creators are accomplishing this work; examining how privilege, race, and access to resources impact which trans technologies are built and who may be left out; and highlighting new areas of innovation to be explored, Trans Technologies opens the way to meaningful social change.

How the built environment, understood as spatial capital, governs both everyday life in cities and urban systems more generally. In an age of social and environmental crises, we need to critically rethink the role of the built environment and how best to put it to work. Measures and Meanings of Spatial Capital presents a new theory of spatial capital, arguing that spatial form is essential for building resilience into highly complex urban systems. Lars Marcus argues that the built environment constitutes a form of capital that enhances other forms of capital in cities (such as social, economic, and ecological capital), if designed with those goals in mind. This represents an important and necessary shift in how we approach urban space in the numerous studies of cities that are conducted in a range of disciplines today, such as urban sociology, urban economics, and urban ecology. In contemporary urban studies, land has oddly lost its position alongside labor and capital as one of the three fundamental production factors in economic theory, but as Marcus shows, misconceptions of land are at the root of social and environmental crises worldwide. By defining the challenges and modeling our use of spatial form to enhance/improve land, and then synthesizing data into a unified theory of spatial capital, Marcus provides a crucial reframing of how we can best plan and design our cities for the global challenges we are facing.

A new perspective on the spatial complexity and plurality of Japanese videogames. Unboxing Japanese Videogames uncovers the complex and plural spatialities of commercial videogames published in Japan between 1985 and 2015. Rejecting the “boxing” inherent in the phrase “Japanese videogames,” Martin Roth explores a series of spatialities that unfold in videogame production and distribution. The book develops a notion of spatialization that is applied in the analysis of contents or genre distributions in Japan, the US, the UK, Germany, and France, the distribution of videogame works across different important markets, the geography of actors involved in videogame production and their gradual spatialization over time, and the functional spatialization of game production across a diverse range of platforms. This book is the first English-language study to provide an overview of the subject and also the first to explore the spatial history of FromSoftware games. It stands out because it does so quantitatively, offering a macro-perspective on the field of commercial videogames instead of relying on sales statistics or case studies. In addition to a wide range of related scholarship in English, the book engages actively with scholarship and other relevant resources in Japanese. Over thirty visualizations make the findings of the book tangible and invite the reader to explore the spatial complexity of commercial videogames further.

What makes human cognition distinct from animal and artificial forms of intelligence—and how analogies play a crucial role in our unique abilities. In The Human Edge , cognitive scientist, poet, and translator Keith Holyoak takes a fresh look at what makes human intelligence special. His focus is analogy—the ability to see relational similarities between things that on the surface seem unalike. The book brings together a half century of research in cognitive, comparative, and developmental psychology, coupled with work in philosophy, law, education, linguistics, neuroscience, and artificial intelligence. Rather than simply examining analogy as an isolated human ability, Holyoak places it in the broader context of a trinity of special human capacities—analogy, language, and understanding the minds of other people. Each of these capacities relies on distinct neural circuitry in the human brain. Holyoak analyzes the similarities—and critical differences—between cognition in humans and in other intelligent animals, ranging from crows to chimpanzees. He also traces how relational thinking develops in children, emphasizing the distinctive advances that begin at about age three. Along the way, Holyoak paints a broad picture of how people use analogy in everyday life—to make jokes, to argue, to teach, to make moral judgments. He considers when an analogy counts as rational evidence—for or against a scientific hypothesis, or the judgment in a legal case. He also evaluates the most recent advances in artificial intelligence that have started to achieve complex tasks previously limited to humans while highlighting the distinctive aspects of human creativity. In a time of rapid technological change, with ominous portents for society, this book provides a timely reexamination of what really counts as the human edge.

An in-depth investigation of the Twitch streamers who make up the largest population on the platform: those streaming to small audiences or even no one. The vast majority of people who stream themselves playing videogames online do so with few or no viewers. In Streaming by the Rest of Us , Mia Consalvo, Marc Lajeunesse, and Andrei Zanescu investigate who they are, why they do so, and why this form of leisure activity is important to understand. Unlike the esports athletes and streaming superstars who receive the lion's share of journalistic and academic attention, microstreamers are not in it for the money and barely have an audience. In this, the first book dedicated to the latter group, the authors gather interviews from dozens of microstreamers from 2017 to 2019 to discuss their lives, struggles, hopes, and goals. For readers interested in livestreaming, and Twitch in particular, the book rethinks the medium's history through accounts of the everyday uses of webcams, with particular attention to notions of liveness and authenticity. These two concepts have become calling cards for the videogame livestreaming platform and underlie streamer motivations, the construction of their practices (whether casual, serious, or anywhere in between), and the complex “metas” that take shape over time. The book also looks at the authors' own practices of livestreaming, focusing on what can be gained through experiencing the lived reality of the practice. Finally, the authors explain how Twitch's platform (studied from 2017–2023) informs how streamers structure their every day and how corporate ideologies bleed into real-world spaces like TwitchCon.

A prominent anthropologist in conversation with one of America's most influential psychologists and educators. In 1997, anthropologist Bradd Shore set out to interview the distinguished psychologist Jerome Bruner; his theme: psychology and anthropology—what links and separates the disciplines. What emerged over the course of four days was something far broader and more interesting: a wide-ranging conversation that explored the study of human behavior and meaning while capturing the unique energy, complexity, and charm of Bruner's manner of thinking through dialogue. This conversation appears for the first time in At the Crossroads of Psychology and Anthropology , offering readers unprecedented insight into Bruner's thought and influences—and a unique chance to share the pleasure of his company. Edited into chapters with brief introductions, the book begins with the influences shaping Bruner's career, his role in the founding of cognitive psychology, his debates with fellow psychologists, his collaborations with his notable students, and his emerging interest in cultural psychology. The talk touches on contrasting methodologies, approaches to language, sense perception, violence, law, the role of categories in thinking, cultural relativism, the search for universals, and the complex interactions of culture and mind. In addition to portraying two approaches to the human sciences, At the Crossroads of Psychology and Anthropology is an intimate portrait of Bruner, a major shaper of modern psychology—and a demonstration of the dialectical and dialogical nature of his thought in all its fluidity and depth. Jerome Bruner (1915-2016) taught at Harvard University, the University of Oxford, and New York University. He was the author of Acts of Meaning , The Culture of Education , Actual Minds , Possible Worlds and other seminal books on psychology and education.

How the purposive behavior of living systems outstrips the constraints of the free energy principle. Since 2005, Karl Friston's proposal that the principle of free energy minimization underpins the purposive behavior of living agents has evolved through thousands of publications. This principle's central move is to formalize the drive for self-preservation in terms of a single probabilistic imperative: to survive, a living system must consistently exhibit the same “most likely” pattern of activity over time. Despite the simplicity of this central claim, the free energy principle's complexity and rate of development have previously made it difficult to identify and evaluate. In A Drive to Survive , Kathryn Nave offers an extended critical analysis of the strengths and limitations of Friston's proposal. Nave shows that the free energy principle's capacity to account for the biological origins of purposiveness is undermined by its applicability to any stable inanimate system. As this triviality has become apparent, so advocates have begun to reframe the free energy principle as a means to eliminate, rather than explain, the notion of distinctively biological purposiveness. This, Nave proposes, gets things the wrong way around. The triviality of free energy minimization does not prove that there is no difference in kind between living agents and ordinary machines, but rather it reflects that the framework cannot capture the intrinsic instability and unpredictability that distinguish the former.

How digital social reading apps are powerfully changing—and nurturing—the way we read. Conventional wisdom would have us believe that digital technology is a threat to reading, but in Digital Social Reading , Federico Pianzola argues that reading socially through digital media can help people grow a passion for reading and, in some cases, even enhance text comprehension. Digital social reading (DSR) is a term that encompasses a wide variety of practices related to the activity of reading and using digital technologies and platforms (websites, social media, mobile apps) to share thoughts and impressions about books with others. This book is the first systematization of DSR practices, drawing on case studies from Wattpad, AO3, and Goodreads on a worldwide scale. Using a combination of qualitative and computational methods, Pianzola offers fresh insight into the reading experience on the scale of big data. He discusses the impact of digital technology on reading skills and shows that a change of methodological perspective is necessary to understand the positive potential of DSR for promoting reading more broadly. He argues that it is not just the medium that changes but also the context and the attitudes of readers. He also asserts that grassroots media and open, bottom-up communities are crucial to the success of many reading practices today, especially with young audiences.

A new paradigm of research, policy, and practice that acknowledges the multiple scales at which we live every day. The Pointillistic City explores the multilayer geography of our daily lives—specifically, how we simultaneously live at the scales of addresses, streets, and neighborhoods and how each can be relevant for our well-being. Not unlike the way in which we look at a pointillistic painting, which depicts a full scene through the detailed organization of multiple objects, Daniel T. O'Brien considers the three scales together and the comprehensive understanding of the city they offer. The pointillistic approach to the city contrasts with decades of focus on neighborhoods. As such, it surfaces microspatial inequities , or disparities in experiences between people living in the same neighborhood, even right around the corner from each other. Microspatial inequities have gone largely unnoticed to date, and their recognition offers a new approach to understanding and supporting the diverse population of the city. This book illustrates the pointillistic perspective on cities with two in-depth case studies—one on crime, the other on environmental justice—in Boston. These studies highlight microspatial inequities and their interplay with broader neighborhood conditions, and they go even further by demonstrating how these insights can be incorporated into a new generation of policies and practices that are science driven and community led, truly addressing disparities both between and within our communities.

An empirical approach to constructing macroeconomic models. Macroeconomic Modeling presents an empirically based approach to the construction of macroeconomic models—the Cowles Commission approach—as a response to the backlash that has taken place since the late 1970s to this methodology. The emphasis in the literature has been on tightly specified theoretical models, which lack realism. In this book, Ray C. Fair develops models to analyze a variety of issues and events in macroeconomics and the US economy, and he explains the econometric techniques needed to estimate those models. Many of the results are either contrary to results from the theoretical models or cannot be examined by the theoretical models because they omit many important features of the economy. Fair covers a broad range of topics, including inflation and unemployment, the size of wealth effects, the behavior of the Federal Reserve and its effects on the economy, the effects of fiscal policy, Okun's law, and contractions and expansions. Macroeconomic Modeling will appeal equally to graduate students and researchers as well as macroeconomic policy makers.

A multidisciplinary examination of the phenomenon of collaboration to expand knowledge and inform future activities. Human existence depends critically on how well diverse social, cultural and political groups can collaborate. Yet the phenomenon of collaboration itself is ill-defined and badly understood, and there is no straightforward formula for its successful realization. In The Nature and Dynamics of Collaboration , edited by Paul F. M. J. Verschure, experts from wide-ranging disciplines examine how human collaboration arises, breaks down, and potentially recovers. They explore the different contexts, boundary conditions, and drivers of collaboration to expand understanding of the underlying dynamic, multiscale processes in an effort to increase chances for ethical, sustainable, and productive collaboration in the future. This volume is accompanied by twenty-four podcasts, which provide insights from real-world examples. Contributors Asaf Bachrach, Kevin Bauer, Jenna Bednar, Eric D. Beinhocker, Johan Bollen, Federica Carugati, Esther Chevrot-Bianco, A. C. C. Coolen, Tamas David-Barrett, Simon DeDeo, Dana Dolghin, L. Zachary DuBois, Ismael T. Freire, Dorthe Døjbak Håkonsson, Rebecca D. Hardin, Sebastian Kahl, Heidi Keller, Mette Løvschal, Julia R. Lupp, Jônatas Manzolli, George E. Marcus, Marcia L. McLain, Stephanie Musgrave, Melody N. Ndzenyuiy, J. Chris Nierstrasz, Raul Pacheco-Vega, Scott E. Page, Bhavani R. Rao, Andreas Roepstorff, Karthik Sankaranarayanan, Dennis J. Snower, Sidney Strauss, Justin Sulik, Veena Suresh, Kristian Tylén, Sander E. van der Leeuw, Paul F. M. J. Verschure, Alicia von Schenk, Ferdinand von Siemens

How Taiwan rose to global prominence in high tech manufacturing, from computer maker to the world's leading chip manufacturer. How did Taiwan, a former Japanese colony and the last fortress of the defeated Chinese Nationalists, ascend to such heights in high-tech manufacturing? In Island Tinkerers , Honghong Tinn tells the critical history of how hobbyists and enthusiasts in Taiwan, including engineers, technologists, technocrats, computer users, and engineers-turned-entrepreneurs, helped transform the country with their hands-on engagement with computers. Rather than engaging in wholesale imitation of US sources, she explains, these technologists tinkered with imported computing technology and experimented with manufacturing their own versions, resulting in their own brand of successful innovation. Defying the stereotype of “the West innovates, and the East imitates,” Tinn tells the story of Taiwanese technologists' efforts over the past six decades. Beginning in the 1960s, they grappled with the “black-boxed” computers that were newly available through international technical-aid programs. Shortly after, multinational corporations that outsourced transistor and integrated circuit assembly overseas began employing Taiwanese engineers and factory workers. Island tinkerers developed strategies to adapt, modify, assemble, and work with computers in an inventive manner. It was through this creative and ingenious tinkering with computers that they were able to gain a better understanding of the technology, opening the door to future manufacturing endeavors that now include Acer, Foxconn, Asus, and Taiwan Semiconductor Manufacturing Company (TSMC).

How the innate physical properties of different technologies influence the strategy and structure of the organizations implementing the technologies, the sequel to Design Rules: The Power of Modularity. In Design Rules , volume 2, Carliss Baldwin offers a comprehensive view of the digital economy by putting forth an original theory that explains how technology shapes organizations in a market economy. The theory claims that complementarities arising from the physical nature of technologies can be arrayed on a spectrum ranging from strong to very weak. Two basic types of technologies in turn exhibit different degrees of complementarity between their internal components. Flow production technologies, which are found in steel mills and auto factories, specify a series of steps, each of which is essential to the final product. In contrast, platform technologies, which are characteristic of computer hardware, software, and networks, are modular systems designed to provide options. Baldwin then investigates the dynamics of strategy for firms in platform ecosystems. Such firms create value by solving technical bottlenecks—technical barriers to performance that arise in different parts of the system as it evolves. They capture value by controlling and defending strategic bottlenecks—components that are (1) essential to the functioning of some part of the system; (2) unique; and (3) controlled by a profit-seeking enterprise. Strategic bottlenecks can be acquired by solving technical bottlenecks. They can be destroyed via tactics such as substitution, reverse engineering, bypassing the bottleneck, and enveloping a smaller bottleneck within a larger one. Strategy in platform ecosystems can thus be viewed as the effective management of technical and strategic bottlenecks within a modular technical system.

An exploration of how we know we're playing and what happens when we don't. Playframes builds on the work of Gregory Bateson and Erving Goffman to take a deep dive into Bateson's primary question: How do we know we're playing? In this book, Celia Pearce addresses this question by building a comprehensive theory of the specific mechanisms that metacommunicate the message “this is play.” This “big tent” approach covers a broad swath of playframes, ranging from theme parks to cosplay, board and video games, and sports, and describes how spatial and temporal frames, as well as artifacts such as costumes and uniforms, toys, and sports equipment, let us know when a play activity is underway. Pearce teases out distinctions between ritual and play activities, including social practices in which they merge or are indistinguishable, as well as incidents of frame breach or misalignment, where participants' perception of “what is going on” diverges. These principles are illustrated with a series of four topical studies that explore various scenarios in which play and non-play contexts are juxtaposed or blurred. These span from delightful (fan convention cosplay and simulated and virtual weddings) to confusing (virtual currency and bitcoin) to dangerous. Building on recent research, the book culminates with an in-depth analysis of the gaming roots of the January 6 Capitol insurrection and argues that playframe breach and deliberate misalignment were the major contributing factors.