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A techno-cognitive look at how new technologies are shaping the future of musicking. “Musicking” encapsulates both the making of and perception of music, so it includes both active and passive forms of musical engagement. But at its core, it is a relationship between actions and sounds, between human bodies and musical instruments. Viewing musicking through this lens and drawing on music cognition and music technology, Sound Actions proposes a model for understanding differences between traditional acoustic “sound makers” and new electro-acoustic “music makers.” What is a musical instrument? How do new technologies change how we perform and perceive music? What happens when composers build instruments, performers write code, perceivers become producers, and instruments play themselves? The answers to these pivotal questions entail a meeting point between interactive music technology and embodied music cognition, what author Alexander Refsum Jensenius calls “embodied music technology.”

A framework for understanding the totality of costs and benefits of universal access that will foster honest appraisal and guide the development of good policies.Universal access―the idea that certain technologies and services should be extended to all regardless of geography or ability to pay―evokes ideals of democracy and equality that must be reconciled with the realities on the ground. The COVID-19 pandemic raised awareness of the need for access to high-speed internet service in the United States, but this is just the latest in a long history of debates about what should be made available and to whom. Rural mail delivery, electrification, telephone service, public schooling, and library access each raised the same questions as today’s debates about health care and broadband. What types of services should be universally available? Who benefits from extending these services? And who bears the cost? Stepping beyond humanitarian arguments to conduct a clear-eyed, diagnostic analysis,

A new model of urban governance, mapping the route to a more equitable management of a city’s infrastructure and services.The majority of the world’s inhabitants live in cities, but even with the vast wealth and resources these cities generate, their most vulnerable populations live without adequate or affordable housing, safe water, healthy food, and other essentials. And yet, cities also often harbor the solutions to the inequalities they create, as this book makes clear. With examples drawn from cities worldwide, Co-Cities outlines practices, laws, and policies that are presently fostering innovation in the provision of urban services, spurring collaborative economies as a driver of local sustainable development, and promoting inclusive and equitable regeneration of blighted urban areas.Identifying core elements of these diverse efforts, Sheila R. Foster and Christian Iaione develop a framework for understanding how certain initiatives position local communities as key actors in the

A comprehensive proposal for reforming copyright law to ensure sustainable public access to research and scholarship.Open access is widely supported by researchers, librarians, scholarly societies, and research funders, as well as large and small publishers. Yet despite this support―and the pandemic’s demonstration of the importance of open access for scientific progress―the scholarly publishing market is failing to deliver open access quickly enough. In Copyright’s Broken Promise, John Willinsky presents the case for reforming copyright law so that it supports, rather than impedes, public access to research and scholarship. He draws on the legal strategy of statutory licensing to set out the terms and structures by which the Copyright Act could ensure that publishers are fairly compensated for providing immediate open access. What sets Willinsky’s analysis apart is its focus on the current state of scholarly publishing. Because copyright offers so little legal support for moving publi

Natural phenomena, including human language, are not just series of events but are organized quasi-periodically; sentences have structure, and that structure matters.Howard Lasnik and Juan Uriagereka “were there” when generative grammar was being developed into the Minimalist Program. In this presentation of the universal aspects of human language as a cognitive phenomenon, they rationally reconstruct syntactic structure. In the process, they touch upon structure dependency and its consequences for learnability, nuanced arguments (including global ones) for structure presupposed in standard linguistic analyses, and a formalism to capture long-range correlations. For practitioners, the authors assess whether “all we need is Merge,” while for outsiders, they summarize what needs to be covered when attempting to have structure “emerge.” Reconstructing the essential history of what is at stake when arguing for sentence scaffolding, the authors cover a range of larger issues, from the tradi

The electric vehicle revival reflects negotiations between public policy, which promotes clean, fuel-efficient vehicles, and the auto industry, which promotes high-performance vehicles.Electric cars were once as numerous as internal combustion engine cars before all but vanishing from American roads around World War I. Now, we are in the midst of an electric vehicle revival and the quest for a sustainable car seems to be within reach. In Age of Auto Electric, Matthew N. Eisler shows that the halting development of the electric car in the intervening decades was a consequence of tensions between environmental, energy, and economic policy imperatives that informed a protracted reappraisal of the automobile system. These factors drove the electric vehicle revival, argues Eisler, hastening automaking’s transformation into a science-based industry in the process. Challenging the common assumption that the electric vehicle revival is due to the development of better batteries, Age of Auto El

A proposal for a new media design to balance the contributions of humans and materials in the world they share.How can media design support a balance between our needs for self-expression and the material needs of the world we are part of? What criteria define a sustainable media ecology? In Vital Media, Michael Nitsche argues that the current human-centric view is not sustainable and that media are best viewed as dynamic networks where cognitive and noncognitive participants co-create. What we need, according to Nitsche, is a media design that balances the needs of all partners involved: vital media. Tracing this ideal through two domains of expression and making, performance and craft, Nitsche calls on us to embrace material co-existence and to design for self-expression as well as material evolution. We must recognize that the living body and its dependencies on the world around it are at the heart of what media are about. Vital media exist to not only help individuals fulfill their

What the Open Government Partnership tells us about how international initiatives can and do shape domestic public sector reform.At the 2011 meeting of the UN General Assembly, the governments of eight nations―Brazil, Indonesia, Mexico, Norway, Philippines, South Africa, United Kingdom, and the United States―launched the Open Government Partnership, a multilateral initiative aimed at promoting transparency, empowering citizens, fighting corruption, and harnessing new technologies to strengthen governance. At the time, many were concerned that the Open Government Partnership would end up toothless, offering only lip service to vague ideals and misguided cyber-optimism. The Power of Partnership in Open Government offers a close look, and a surprising affirmation, of the Open Government Partnership as an example of a successful transnational multi-stakeholder initiative that has indeed impacted policy and helped to produce progressive reform. By 2019 the Open Government Partnership had gr

An introduction to game theory that offers not only theoretical tools but also the intuition and behavioral insights to apply these tools to real-world situations.This introductory text on game theory provides students with both the theoretical tools to analyze situations through the logic of game theory and the intuition and behavioral insights to apply these tools to real-world situations. It is unique among game theory texts in offering a clear, formal introduction to standard game theory while incorporating evidence from experimental data and introducing recent behavioral models. Students will not only learn about incentives, how to represent situations as games, and what agents “should” do in these situations, but they will also be presented with evidence that either confirms the theoretical assumptions or suggests a way in which the theory might be updated.Features:Each chapter begins with a motivating example that can be run as an experiment and ends with a discussion of the beh

Selected texts that survey the full range of Kara Walker’s artistic practice, emphasizing the work itself rather than the debates and controversies around it.Kara Walker’s work and its borrowings from an iconography linked to the fantasized and travestied history of American chattel slavery has been theorized and critiqued in countless texts throughout her career. Exegeses of her work have been shaped by the numerous debates on the very debates it generated. How, then, do we approach a work that has been covered by such “thick theoretical layers”? This collection is unique in emphasizing Walker’s work itself rather than the controversies surrounding it. These essays and interviews survey Walker’s artistic practice from her early works in the 1990s through her most recent ones, from her famous silhouette projects to her lesser-known drawings and lantern shows. The texts, by art historians, curators, critics, scholars, and writers engage scrupulously with Walker’s pieces as material work

A cognitive ethnography of how bioengineering scientists create innovative modeling methods.In this first full-scale, long-term cognitive ethnography by a philosopher of science, Nancy J. Nersessian offers an account of how scientists at the interdisciplinary frontiers of bioengineering create novel problem-solving methods. Bioengineering scientists model complex dynamical biological systems using concepts, methods, materials, and other resources drawn primarily from engineering. They aim to understand these systems sufficiently to control or intervene in them. What Nersessian examines here is how cutting-edge bioengineering scientists integrate the cognitive, social, material, and cultural dimensions of practice. Her findings and conclusions have broad implications for researchers in philosophy, science studies, cognitive science, and interdisciplinary studies, as well as scientists, educators, policy makers, and funding agencies. In studying the epistemic practices of scientists, Ner

What is it about humans that makes language possible, and what is it about language that makes us human?If you are reading this, you have done something that only our species has evolved to do. You have acquired a natural language. This book asks, How has this changed us?Where scholars have long wondered what it is about humans that makes language possible, N. J. Enfield and Jack Sidnell ask instead, What is it about humans that is made possible by language? In Consequences of Language their objective is to understand what modern language really is and to identify its logical and conceptual consequences for social life. Central to this undertaking is the concept of intersubjectivity, the open sharing of subjective experience. There is, Enfield and Sidnell contend, a uniquely human form of intersubjectivity, and it is essentially intertwined with language in two ways: a primary form of intersubjectivity was necessary for language to have begun evolving in our species in the first place

An introduction to neurorobotics that presents approaches and design principles for developing intelligent autonomous systems grounded in biology and neuroscience.Neurorobotics is an interdisciplinary field that draws on artificial intelligence, cognitive sciences, computer science, engineering, psychology, neuroscience, and robotics. Because the brain is closely coupled to the body and situated in the environment, neurorobots―autonomous systems modeled after some aspect of the brain―offer a powerful tool for studying neural function and may also be a means for developing autonomous systems with intelligence that rivals that of biological organisms. This textbook introduces approaches and design principles for developing intelligent autonomous systems grounded in biology and neuroscience. It is written for anyone interested in learning about this topic and can be used in cognitive robotics courses for students in psychology, cognitive science, and computer science.Neurorobotics covers

Visual calculating in shape grammars aligns with art and design, bridging the gap between seeing (Coleridge’s “imagination”) and combinatoric play (Coleridge’s “fancy”).In Shapes of Imagination, George Stiny runs visual calculating in shape grammars through art and design―incorporating Samuel Taylor Coleridge’s poetic imagination and Oscar Wilde’s challenging corollary to see things as in themselves they really are not. Many assume that calculating limits art and design to suit computers, but shape grammars rely on seeing to prove otherwise. Rules that change what they see extend calculating to overtake what computers can do, in logic and with data and learning. Shape grammars bridge the categorical divide between seeing (Coleridge’s “imagination, or esemplastic power”) and combinatoric play (Coleridge’s “fancy”). Stiny shows that calculating without seeing excludes art and design. Seeing is key for calculating to augment creative activity with aesthetic insight and value. Shape gramma

A new vision of the brain as a fully integrated, networked organ.Popular neuroscience accounts often focus on specific mind-brain aspects like addiction, cognition, or memory, but The Entangled Brain tackles a much bigger question: What kind of object is the brain? Neuroscientist Luiz Pessoa describes the brain as a highly networked, interconnected system that cannot be neatly decomposed into a set of independent parts. One can’t point to the brain and say, “This is where emotion happens” (or any other mental faculty). Pessoa argues that only by understanding how large-scale neural circuits combine multiple and diverse signals can we truly appreciate how the brain supports the mind.Presenting the brain as an integrated organ and drawing on neuroscience, computation, mathematics, systems theory, and evolution, The Entangled Brain explains how brain functions result from cross-cutting brain processing, not the function of segregated areas. Parts of the brain work in a coordinated fashion

A close reading of Wikipedia’s article on the Egyptian Revolution reveals the complexity inherent in establishing the facts of events as they occur and are relayed to audiences near and far.Wikipedia bills itself as an encyclopedia built on neutrality, authority, and crowd-sourced consensus. Platforms like Google and digital assistants like Siri distribute Wikipedia’s facts widely, further burnishing its veneer of impartiality. But as Heather Ford demonstrates in Writing the Revolution, the facts that appear on Wikipedia are often the result of protracted power struggles over how data are created and used, how history is written and by whom, and the very definition of facts in a digital age. In Writing the Revolution, Ford looks critically at how the Wikipedia article about the 2011 Egyptian Revolution evolved over the course of a decade, both shaping and being shaped by the Revolution as it happened. When data are published in real time, they are subject to an intense battle over thei

The “new science of morality” that will change how we see each other, how we build our communities, and how we live our lives.In Changing How We Choose, David Redish makes a bold claim: Science has “cracked” the problem of morality. Redish argues that moral questions have a scientific basis and that morality is best viewed as a technology―a set of social and institutional forces that create communities and drive cooperation. This means that some moral structures really are better than others and that the moral technologies we use have real consequences on whether we make our societies better or worse places for the people living within them. Drawing on this new scientific definition of morality and real-world applications, Changing How We Choose is an engaging read with major implications for how we see each other, how we build our communities, and how we live our lives. Many people think of human interactions in terms of conflicts between individual freedom and group cooperation, wher

What life during lockdown reveals about digital inequality.The vast majority of people in wealthy, highly connected, or digitally privileged societies may have crossed the digital divide, but being online does not mean that everyone is equally connected―and digital inequality reflects experience both online and off. In Connected in Isolation Eszter Hargittai looks at how this digital disparity played out during the unprecedented isolation imposed in the early days of the coronavirus pandemic. During initial COVID-19 lockdowns the internet, for many, became a lifeline, as everything from family get-togethers to doctor’s visits moved online. Using survey data collected in April and May of 2020 in the United States, Italy, and Switzerland, Hargittai explores how people from varied backgrounds and differing skill levels were able to take advantage of digital media to find the crucial information they needed―to help loved ones, procure necessities, understand rules and risks. Her study reve

An exploration of how contemporary art reframes and humanizes migration, calling for coexistence―the recognition of the interdependence of beings.In Art for Coexistence, art historian Christine Ross examines contemporary art’s response to migration, showing that art invites us to abandon our preconceptions about the current “crisis”―to unlearn them―and to see migration more critically, more disobediently. We (viewers in Europe and North America) must come to see migration in terms of coexistence: the interdependence of beings. The artworks explored by Ross reveal, contest, rethink, delink, and relink more reciprocally the interdependencies shaping migration today―connecting citizens-on-the-move from some of the poorest countries and acknowledged citizens of some of the wealthiest countries and democracies worldwide. These installations, videos, virtual reality works, webcasts, sculptures, graffiti, paintings, photographs, and a rescue boat, by artists including Banksy, Ai Weiwei, Alej

How is digitalization of the offshore oil industry fundamentally changing how we understand work and ways of knowing?Digitalization sits at the forefront of public and academic conversation today, calling into question how we work and how we know. In Digital Oil, Eric Monteiro uses the Norwegian offshore oil and gas industry as a lens to investigate the effects of digitalization on embodied labor, and in doing so shows how our use of new digital technology transforms work and knowing. For years, roughnecks have performed the dangerous and unwieldy work of extracting the oil that lies three miles below the seabed along the Norwegian Continental Shelf. Today, the Norwegian oil industry is largely digital, operated by sensors and driven by data. Digital representations of physical processes inform work practices and decision-making with remotely operated, unmanned deep-sea facilities. Drawing on two decades of in-depth interviews, observations, news clips, and studies of this industry, Er

The complex appropriation of Piranesi by modern literature, photography, art, film, and architecture.The etchings of the Italian printmaker, architect, and antiquarian Giovanni Battista Piranesi (1720–78) have long mesmerized viewers. But, as Victor Plahte Tschudi shows, artists and writers of the modern era found in these works―Piranesi’s visions of contradictory space, endless vistas, and self-perpetuating architecture―a formulation of the modern. In Piranesi and the Modern Age, Tschudi explores the complex appropriation and continual rediscoveries of Piranesi by modern literature, photography, art, film, and architecture. Tracing the ways that the modern age constructed itself and its origin through Piranesi across genres, he shows, for example, how Piranesi’s work formulates the ideas of “contrast” in photography, “abstraction” in painting and “montage” in cinema. Piranesi’s modern-day comeback, Tschudi argues, relied on new dimensions found within his work that inspired attempts t

A lively, informative, and engaging guide to gender by an author-illustrator who helps readers understand the multiplicity of answers to “What even is gender?”Queer, cisgender, transgender, nonbinary, androgynous, maverique, intergender, genderfluid. Louie and their cat (a.k.a. “Cat”) take you on a journey through the world of gender―without claiming to have it all figured out or knowing the perfect definition for this widely complex subject. Gender is tricky to understand because it’s a social construct intersecting with many other parts of our identity, including class, race, age, religion. For a long time, people thought of gender as binary: male/female, pirate/princess, sports/shopping. Now, we’re starting to understand it’s not that simple. That’s what this book is about: figuring out what gender means, one human being at a time, and giving us new ways to let the world know who we are.Boy, girl, either/or, neither/nor, everything in between: gender is a spectrum, and it’s hard to

How a web-scale network of autonomous micromanagers can challenge the AI revolution and combat the high cost of quantitative business optimization.The artificial intelligence (AI) revolution is leaving behind small businesses and organizations that cannot afford in-house teams of data scientists. In Microprediction, Peter Cotton examines the repeated quantitative tasks that drive business optimization from the perspectives of economics, statistics, decision making under uncertainty, and privacy concerns. He asks what things currently described as AI are not “microprediction,” whether microprediction is an individual or collective activity, and how we can produce and distribute high-quality microprediction at low cost. The world is missing a public utility, he concludes, while companies are missing an important strategic approach that would enable them to benefit―and also give back. In an engaging, colloquial style, Cotton argues that market-inspired “superminds” are likely to be very e

Coding for a purpose: helping young people combine journalism, data, design, and code to make media that makes a difference.Educators are urged to teach “code for all”―to make a specialized field accessible for students usually excluded from it. In Code for What? Clifford Lee and Elisabeth Soep instead ask the question, “code for what?” What if coding were a justice-driven medium for storytelling rather than a narrow technical skill? What if “democratizing” computer science went beyond the usual one-off workshop and empowered youth to create digital products for social impact? Lee and Soep answer these questions with stories of a diverse group of young people in Oakland, California, who combine journalism, data, design, and code to create media that make a difference. These teenage and young adult producers created interactive projects that explored gendered and racialized dress code policies in schools; designed tools for LBGTQ+ youth experiencing discrimination; investigated facial r

An exploration of social media–imposed pressure on new mothers: How the supposed safe havens of online mommy groups have become rife with aggression and groupthink.Many mothers today turn to social media for parenting advice, joining online mothers’ groups on Facebook and elsewhere. But the communities they find in these supposed safe havens can be rife with aggression, peer pressure, and groupthink―insisting that only certain practices are “best,” “healthiest,” “safest” (and mandatory). In this book, Jessica Clements and Kari Nixon debunk the myth of “optimal motherhood”―the idea that there is only one right answer to parenting dilemmas, and that optimal mothers must pursue perfection. In fact, Clements and Nixon write, parenting choices are not binaries, and the scientific findings touted by mommy groups are neither clear cut nor prescriptive. Clements and Nixon trace contemporary ideas of optimal motherhood to the nineteenth-century “Cult of True Womanhood,” which viewed women in te

How to co-create―and why: the emergence of media co-creation as a concept and as a practice grounded in equity and justice.Co-creation is everywhere: It’s how the internet was built; it generated massive prehistoric rock carvings; it powered the development of vaccines for COVID-19 in record time. Co-creation offers alternatives to the idea of the solitary author privileged by top-down media. But co-creation is easy to miss, as individuals often take credit for―and profit from―collective forms of authorship, erasing whole cultures and narratives as they do so. Collective Wisdom offers the first guide to co-creation as a concept and as a practice, tracing co-creation in a media-making that ranges from collaborative journalism to human–AI partnerships. Why co-create―and why now? The many coauthors, drawing on a remarkable array of professional and personal experience, focus on the radical, sustained practices of co-creating media within communities and with social movements. They explore

An argument that the development of scientific practice and growth of scientific knowledge are governed by Darwin’s evolutionary model of descent with modification.Although scientific investigation is influenced by our cognitive and moral failings as well as all the factors impinging on human life, the historical development of scientific knowledge has trended toward an increasingly accurate picture of an increasing number of phenomena. Taking a fresh look at Thomas Kuhn’s 1962 work, The Structure of Scientific Revolutions, in How Knowledge Grows Chris Haufe uses evolutionary theory to explain both why scientific practice develops the way it does and how scientific knowledge expands. This evolutionary model, claims Haufe, helps to explain what is epistemically special about scientific knowledge: its tendency to grow in both depth and breadth. Kuhn showed how intellectual communities achieve consensus in part by discriminating against ideas that differ from their own and isolating thems

An essential exploration of video game aesthetic that decenters the human player and challenges what it means to play.Do we play video games or do video games play us? Is nonhuman play a mere paradox or the future of gaming? And what do video games have to do with quantum theory? In Playing at a Distance, Sonia Fizek engages with these and many more daunting questions, forging new ways to think and talk about games and play that decenter the human player and explore a variety of play formats and practices that require surprisingly little human action. Idling in clicker games, wandering in walking simulators, automating gameplay with bots, or simply watching games rather than playing them―Fizek shows how these seemingly marginal cases are central to understanding how we play in the digital age. Introducing the concept of distance, Fizek reorients our view of computer-mediated play. To “play at a distance,” she says, is to delegate the immediate action to the machine and to become partic

The life of Nobel-winning biologist Salvador Luria, whose passion for science was equaled by his commitment to political engagement in Cold War America.Blacklisted from federal funding review panels but awarded a Nobel Prize for his research on bacteriophage, biologist Salvador Luria (1912–1991) was as much an activist as a scientist. In this first full-length biography of Luria, Rena Selya draws on extensive archival research; interviews with Luria’s family, colleagues, and students; and FBI documents obtained through the Freedom of Information Act to create a compelling portrait of a man committed to both science and society.In addition to his work with viruses and bacteria in the 1940s, Luria broke new ground in molecular biology and cancer research from the 1950s to the 1980s and was a leader in calling for scientists to accept an educational and advisory responsibility to the public. In return, he believed, the public should rely on science to strengthen social and political insti

How politicians’ digital strategies appeal to the same fantasies of digital connection, access, and participation peddled by Silicon Valley.Smartphones and other digital devices seem to give us a direct line to politicians. But is interacting with presidential tweets really a manifestation of digital democracy? In Selfie Democracy, Elizabeth Losh examines the unintended consequences of politicians’ digital strategies, from the Obama campaign’s pioneering construction of an online community to Trump’s Twitter dominance. She finds that politicians who use digital media appeal to the same fantasies of digital connection, access, and participation peddled by Silicon Valley. Meanwhile, smartphones and social media don’t enable participatory democracy so much as they incentivize citizens to perform attention-getting acts of political expression. Losh explores presidential rhetoric casting digital media as tools of democracy, describes the conflation of gender and technology that contributed

How the discovery of a harmless leak of radiation sparked a media firestorm, political grandstanding, and fearmongering that closed a vital scientific facility.In 1997, scientists at Brookhaven National Laboratory found a small leak of radioactive water near their research reactor. Brookhaven was―and is―a world-class, Nobel Prize–winning lab, and its reactor was the cornerstone of US materials science and one of the world’s finest research facilities. The leak, harmless to health, came from a storage pool rather than the reactor. But its discovery triggered a media and political firestorm that resulted in the reactor’s shutdown, and even attempts to close the entire laboratory. A quarter century later, the episode reveals the dynamics of today’s controversies in which fears and the dismissal of science disrupt serious discussion and research of vital issues such as vaccines, climate change, and toxic chemicals. This story has all the elements of a thriller, with vivid characters and dr

The life and work of Freeman Dyson―renowned scientist, visionary, and iconoclast―and his particular way of thinking about deep questions.Freeman Dyson (1923–2020)―renowned scientist, visionary, and iconoclast―helped invent modern physics. Not bound by disciplinary divisions, he went on to explore foundational topics in mathematics, astrophysics, and the origin of life. General readers were introduced to Dyson’s roving mind and heterodox approach in his 1979 book Disturbing the Universe, a poignant autobiographical reflection on life and science. “Well, Doc, You’re In” (the title quotes Richard Feynman’s remark to Dyson at a physics conference) offers a fresh examination of Dyson’s life and work, exploring his particular way of thinking about deep questions that range from the nature of matter to the ultimate fate of the universe. The chapters―written by leading scientists, historians, and science journalists, including some of Dyson’s colleagues―trace Dyson’s formative years, his buddi

How meaning works―from monkey calls to human language, from spoken language to sign language, from gestures to music―and how meaning is connected to truth.We communicate through language, connecting what we mean to the words we say. But humans convey meaning in other ways as well, with facial expressions, hand gestures, and other methods. Animals, too, can get their meanings across without words. In What It All Means, linguist Philippe Schlenker explains how meaning works, from monkey calls to human language, from spoken language to sign language, from gestures to music. He shows that these extraordinarily diverse types of meaning can be studied and compared within a unified approach―one in which the notion of truth plays a central role. “It’s just semantics” is often said dismissively. But Schlenker shows that semantics―the study of meaning―is an unsung success of modern linguistics, a way to investigate some of the deepest questions about human nature using tools from the empirical a

An expert offers a guide to where we should use artificial intelligence―and where we should not.Before we know it, artificial intelligence (AI) will work its way into every corner of our lives, making decisions about, with, and for us. Is this a good thing? There’s a tendency to think that machines can be more “objective” than humans―can make better decisions about job applicants, for example, or risk assessments. In Awkward Intelligence, AI expert Katharina Zweig offers readers the inside story, explaining how many levers computer and data scientists must pull for AI’s supposedly objective decision making. She presents the good and the bad: AI is good at processing vast quantities of data that humans cannot―but it’s bad at making judgments about people. AI is accurate at sifting through billions of websites to offer up the best results for our search queries and it has beaten reigning champions in games of chess and Go. But, drawing on her own research, Zweig shows how inac

An approachable introduction to elementary sheaf theory and its applications beyond pure math.Sheaves are mathematical constructions concerned with passages from local properties to global ones. They have played a fundamental role in the development of many areas of modern mathematics, yet the broad conceptual power of sheaf theory and its wide applicability to areas beyond pure math have only recently begun to be appreciated. Taking an applied category theory perspective, Sheaf Theory through Examples provides an approachable introduction to elementary sheaf theory and examines applications including n-colorings of graphs, satellite data, chess problems, Bayesian networks, self-similar groups, musical performance, complexes, and much more. With an emphasis on developing the theory via a wealth of well-motivated and vividly illustrated examples, Sheaf Theory through Examples supplements the formal development of concepts with philosophical reflections on topology, category theory, and

The first collection of Leibniz’s key writings on the binary system, newly translated, with many previously unpublished in any language.The polymath Gottfried Wilhelm Leibniz (1646–1716) is known for his independent invention of the calculus in 1675. Another major―although less studied―mathematical contribution by Leibniz is his invention of binary arithmetic, the representational basis for today’s digital computing. This book offers the first collection of Leibniz’s most important writings on the binary system, all newly translated by the authors with many previously unpublished in any language. Taken together, these thirty-two texts tell the story of binary as Leibniz conceived it, from his first youthful writings on the subject to the mature development and publication of the binary system. As befits a scholarly edition, Strickland and Lewis have not only returned to Leibniz’s original manuscripts in preparing their translations, but also provided full critical apparatus. In additio

The story of the British amusement arcade from the 1800s to the present.Amusement arcades are an important part of British culture, yet discussions of them tend to be based on American models. Alan Meades, who spent his childhood happily playing in British seaside arcades, presents the history of the arcade from its origins in traveling fairs of the 1800s to the present. Drawing on firsthand accounts of industry members and archival sources, including rare photographs and trade publications, he tells the story of the first arcades, the people who made the machines, the rise of video games, and the legislative and economic challenges spurred by public fears of moral decline. Arcade Britannia highlights the differences between British and North American arcades, especially in terms of the complex relationship between gambling and amusements. He also underlines Britain’s role in introducing coin-operated technologies into Europe, as well as the industry’s close links to America and, espec

Discover the hidden electrical world inside your nervous system using DIY, hands-on experiments, for all ages. No MD or PhD required!The workings of the brain are mysterious: What are neural signals? What do they mean? How do our senses really sense? How does our brain control our movements? What happens when we meditate? Techniques to record signals from living brains were once thought to be the realm of advanced university labs . . . but not anymore! This book allows anyone to participate in the discovery of neuroscience through hands-on experiments that record the hidden electrical world beneath our skin and skulls. In How Your Brain Works, neuroscientists Greg Gage and Tim Marzullo offer a practical guide―accessible and useful to readers from middle schoolers to college undergraduates to curious adults―for learning about the brain through hands-on experiments. Armed with some DIY electrodes, readers will get to see what brain activity really looks like through simple neuroscience e

How epidemic photography during a global pandemic of bubonic plague contributed to the development of modern epidemiology and our concept of the “pandemic.”In Visual Plague, Christos Lynteris examines the emergence of epidemic photography during the third plague pandemic (1894–1959), a global pandemic of bubonic plague that led to over twelve million deaths. Unlike medical photography, epidemic photography was not exclusively, or even primarily, concerned with exposing the patient’s body or medical examinations and operations. Instead, it played a key role in reconceptualizing infectious diseases by visualizing the “pandemic” as a new concept and structure of experience―one that frames and responds to the smallest local outbreak of an infectious disease as an event of global importance and consequence. As the third plague pandemic struck more and more countries, the international circulation of plague photographs in the press generated an unprecedented spectacle of imminent global thre

How ecological design emerged in Scandinavia during the 1960s and 1970s, building on both Scandinavia’s design culture and its environmental movement.Scandinavia is famous for its design culture, and for its pioneering efforts toward a sustainable future. In Ecological by Design, Kjetil Fallan shows how these two forces came together in the late 1960s and early 1970s, when Scandinavian designers began to question the endless cycle in which designed objects are produced, consumed, discarded, and replaced in quick succession. The emergence of ecological design in Scandinavia at the height of the popular environmental movement, Fallan suggests, illuminates a little-known reciprocity between environmentalism and design: not only did design play a role in the rise of modern environmentalism, but ecological thinking influenced the transformation in design culture in Scandinavia and beyond that began as the modernist faith in progress and prosperity waned. Fallan describes the efforts of Scan