Books published by MIT Press Ltd

How people make decisions, size up situations, spot anomalies, and anticipate problems in real-world settings.Gary Klein, author of the bestselling Sources of Power, is the cognitive psychologist who discovered how people actually make decisions, particularly under time pressure and uncertainty. In Snapshots of the Mind, he offers a set of short essays—“snapshots” of different aspects of cognitive functioning in real-world settings that will help us learn to recognize the cognitive processes that underlie and drive performance. In these essays Klein provides practical tools for escaping fixation on initial hunches and learning to detect the ways that people make decisions, size up situations, spot anomalies, and anticipate problems.  Snapshots of the Mind grows out of the Naturalistic Decision Making movement, which studies how decision makers handle uncertainty and complexity in high-stakes situations. In the essays, Klein examines how people make tough choices and assessments in the real-world, discussing such topics as training, information technology, teamwork, expertise, and insights. Debunking the idea that artificial intelligence will soon take over human decision making, he argues instead for machines that make us smarter and expand our expertise. He describes his Recognition-Primed Decision (RPD) model, which has been incorporated into Army doctrine and was one of the inspirations for Malcolm Gladwell’s Blink. Snapshots of the Mind offers fresh takes on such topics as confirmation bias, anomaly detection, intuition, anticipatory thinking and perspective-taking. Readers come away attuned to the primary aspects of expert cognition: the mindsets, mental models, and perceptual sensitivity.

Paired informal and scholarly essays show how everyday events reveal fundamental concepts of data, including its creation, aggregation, management, and use.Whether questioning numbers on a scale, laughing at a misspelling of one’s name, or finding ourselves confused in a foreign supermarket, we are engaging with data. The only way to handle data responsibly, says Melanie Feinberg in this incisive work, is to take into account its human character. Though the data she discusses may seem familiar, close scrutiny shows it to be ambiguous, complicated, and uncertain: unruly. Drawing on the tools of information science, she uses everyday events such as deciding between Blender A and Blender B on Amazon to demonstrate a practical, critical, and generative mode of thinking about data: its creation, management, aggregation, and use. Each chapter pairs a self-contained main essay (an adventure) with a scholarly companion essay (the reflection). The adventure begins with an anecdote—visiting the library, running out of butter, cooking rice on a different stove. Feinberg argues that to understand the power and pitfalls of data science, we must attend to the data itself, not merely the algorithms that manipulate it. As she reflects on the implications of commonplace events, Feinberg explicates fundamental concepts of data that reveal the many tiny design decisions—which may not even seem like design at all—that shape how data comes to be. Through the themes of serendipity, objectivity, equivalence, interoperability, taxonomy, labels, and locality, she illuminates the surprisingly pervasive role of data in our daily thoughts and lives.  

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 addition to extensive annotations, each text is accompanied by a detailed introductory “headnote” that explains the context and content. Additional mathematical commentaries offer readers deep dives into Leibniz’s mathematical thinking. The texts are prefaced by a lengthy and detailed introductory essay, in which Strickland and Lewis trace Leibniz’s development of binary, place it in its historical context, and chart its posthumous influence, most notably on shaping our own computer age.

Drawing as a tool of thought: an investigation of drawing, cognition, and creativity that integrates text and hand-drawn images.Drawing is a way of constructing ideas and observations as much as it is a means of expressing them. When we are not ready or able to put our thoughts into words, we can sometimes put them down in arrangements of lines and marks. Artists, designers, architects, and others draw to generate, explore, and test perceptions and mental models. In Drawing Thought, artist-educator Andrea Kantrowitz invites readers to use drawing to extend and reflect on their own thought processes. She interweaves illuminating hand-drawn images with text, integrating recent findings in cognitive psychology and neuroscience with accounts of her own artistic and teaching practices.The practice of drawing seems to be found across almost all known human cultures, with its past stretching back into the caves of prehistory. It takes advantage of the ways in which human cognition is embodied and situated in relationship to the environments in which we find ourselves. We become more aware of the interplay between our external surroundings and the inner workings of our minds as we draw. We can trace moments of perception and understanding in a sketchbook that might otherwise be lost, and go back to reexamine and revise those traces later. Kantrowitz encourages readers to draw out their own ideas and observations through a series of guided exercises and experiments, with her lively drawings and engaging text pointing the way. Drawing is a tool for thought in anyone’s hands; it is creativity in action.

An analysis of wandering within different game worlds, viewed through the lenses of work, colonialism, gender, and death.Wandering in games can be a theme, a formal mode, an aesthetic metaphor, or a player action. It can mean walking, escaping, traversing, meandering, or returning. In this book, game studies scholar Melissa Kagen introduces the concept of “wandering games,” exploring the uses of wandering in a variety of game worlds. She shows how the much-derided Walking Simulator—a term that began as an insult, a denigration of games that are less violent, less task-oriented, or less difficult to complete—semi-accidentally tapped into something brilliant: the vast heritage and intellectual history of the concept of walking in fiction, philosophy, pilgrimage, performance, and protest. Kagen examines wandering in a series of games that vary widely in terms of genre, mechanics, themes, player base, studio size, and funding, giving close readings to Return of the Obra Dinn, Eastshade, Ritual of the Moon, 80 Days, Heaven’s Vault, Death Stranding, and The Last of Us Part II. Exploring the connotations of wandering within these different game worlds, she considers how ideologies of work, gender, colonialism, and death inflect the ways we wander through digital spaces. Overlapping and intersecting, each provides a multifaceted lens through which to understand what wandering does, lacks, implies, and offers. Kagen’s account will attune game designers, players, and scholars to the myriad possibilities of the wandering ludic body.

A comprehensive neurocognitive theory of dreaming based on the theories, methodologies, and findings of cognitive neuroscience and the psychological sciences.G. William Domhoff’s neurocognitive theory of dreaming is the only theory of dreaming that makes full use of the new neuroimaging findings on all forms of spontaneous thought and shows how well they explain the results of rigorous quantitative studies of dream content. Domhoff identifies five separate issues—neural substrates, cognitive processes, the psychological meaning of dream content, evolutionarily adaptive functions, and historically invented cultural uses—and then explores how they are intertwined. He also discusses the degree to which there is symbolism in dreams, the development of dreaming in children, and the relative frequency of emotions in the dreams of children and adults. During dreaming, the neural substrates that support waking sensory input, task-oriented thinking, and movement are relatively deactivated. Domhoff presents the conditions that have to be fulfilled before dreaming can occur spontaneously. He describes the specific cognitive processes supported by the neural substrate of dreaming and then looks at dream reports of research participants. The “why” of dreaming, he says, may be the most counterintuitive outcome of empirical dream research. Though the question is usually framed in terms of adaptation, there is no positive evidence for an adaptive theory of dreaming. Research by anthropologists, historians, and comparative religion scholars, however, suggests that dreaming has psychological and cultural uses, with the most important of these found in religious ceremonies and healing practices. Finally, he offers suggestions for how future dream studies might take advantage of new technologies, including smart phones.

The importance of telling new climate stories—stories that center the persistence of life itself, that embrace comedy and radical hope.“How dare you?” asked teenage climate activist Greta Thunberg at the United Nations in 2019. How dare the world’s leaders fiddle around the edges when the world is on fire? Why is society unable to grasp the enormity of climate change? In Beyond Climate Breakdown, Peter Friederici writes that the answer must come in the form of a story, and that our miscomprehension of the climate crisis comes about because we have been telling the wrong stories. These stories are pervasive; they come from long narrative traditions, sanctioned by capitalism, Hollywood, and social media, and they revolve around a myth: that the nation exists primarily as a setting for a certain kind of economic activity.   Stories are how we make sense of the world and our place in it. The story that “the economy” takes priority over everything else may seem foreordained, but, Friederici explains, actually reflect choices made by specific people out of self-interest. So we need new stories—stories that center the persistence of life, rather than of capitalism, stories that embrace contradiction and complexity. We can create new stories based on comedy and radical hope. Comedy never says no; hope sprouts like a flower in cracked concrete. These attitudes require a new way of thinking—an adaptive attitude toward life that slips the narrow yoke of definition.

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 sheaf theory, alongside a selection of advanced topics and examples that illustrate ideas like cellular sheaf cohomology, toposes, and geometric morphisms. Sheaf Theory through Examples seeks to bridge the powerful results of sheaf theory as used by mathematicians and real-world applications, while also supplementing the technical matters with a unique philosophical perspective attuned to the broader development of ideas.

Tracks the evolution of the international cellular industry from the late 1970s to the present.The development of the mobile-phone industry into what we know today required remarkable cooperation between companies, governments, and industrial sectors. Companies developing cellular infrastructure, cellular devices, cellular network services, and eventually software and mobile semiconductors had to cooperate, not simply compete, with each other. In this global history of the mobile-phone industry, Daniel D. Garcia-Swartz and Martin Campbell-Kelly examine its development in the United States, Europe, Japan, and several emerging economies, including China and India. They present the evolution of mobile phones from the perspective of vendors of telephone equipment and network operators, users whose lives have been transformed by mobile phones, and governments that have fostered specific mobile-phone standards. Cellular covers the technical aspects of the cellphone, as well as its social and political impact. Beginning with the 1980s, the authors trace the development of closed (proprietary) and open (available to all) cellular standards, the impact of network effects as cellular adoption increased, major technological changes affecting mobile phone hardware, and the role of national governments in shaping the industry. The authors also consider the changing roles that cellular phones have played in the everyday lives of people around the world and the implications 5G technology may have for the future. Finally, they offer statistics on how quickly the cellular industry grew in different regions of the world and how firms competed in those various markets. Cellular is published in the History of Computing Series. This distinguished series has played a major role in defining scholarship in the history of computing. Hallmarks of the series are its technical detail and interpretation of primary source materials.

An introductory linguistics textbook that takes a novel approach: studying linguistic semantics as an exercise in scientific theory construction.This introductory linguistics text takes a novel approach, one that offers educational value to both linguistics majors and nonmajors. Aiming to help students not only grasp the fundamentals of the subject but also engage with broad intellectual issues and develop general intellectual skills, Semantics as Science studies linguistic semantics as an exercise in scientific theory construction. Semantics offers an excellent medium through which to acquaint students with the notion of a formal, axiomatic system—that is, a system that derives results from a precisely articulated set of assumptions according to a precisely articulated set of rules. The book develops semantic theory through the device of axiomatic T-theories, first proposed by Alfred Tarski more than eighty years ago, introducing technical elaboration only when required. It adopts Japanese as its core object of study, allowing students to explore and investigate the real empirical issues arising in the context of non-English structures, a non-English lexicon and non-English meanings. The book is structured as a laboratory science text that poses specific empirical questions, with 25 short units, each of which can be covered in one class session. The layout is engagingly visual, designed to help students understand and retain the material, with lively illustrations, examples, and quotations from famous scholars. 

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 and formal sciences. Drawing on fifty years of research in formal semantics, Schlenker traces how meaning comes to life. After investigating meaning in primate communication, he explores how human meanings are built, using in some cases sign languages as a guide to the workings of our inner “logic machine.” Schlenker explores how these meanings can be enriched by iconicity in sign language and by gestures in spoken language, and then turns to more abstract forms of iconicity to understand the meaning of music. He concludes by examining paradoxes, which—being neither true nor false—test the very limits of meaning.

In praise of imperfection: how life on our planet is a catalog of imperfections, errors, alternatives, and anomalies.In the beginning, there was imperfection, which became the source of all things. Anomalies and asymmetries caused planets to take shape from the bubbling void and sent light into darkness. Life on earth is a catalog of accidents, alternatives, and errors that turned out to work quite well. In this book, Telmo Pievani shows that life on our planet has flourished and survived not because of its perfection but despite (and perhaps because of) its imperfection. He begins his story with the disruption-filled birth of the universe and proceeds through the random DNA copying errors that fuel evolution, the transformations of advantages into handicaps by natural selection, the anatomical and functional jumble that is the human brain, and our many bodily mismatches. Along the way, Pievani tells readers about the Irish elk (incidentally, neither Irish nor elk), whose enormous antlers serve to illustrate the first two laws of imperfection; the widespread dissemination of costly or useless traits; and the neuroimperfection of the human brain—“a frozen accident of evolution that was not designed from scratch,” as Pievani calls it. He sizes up the alleged perfection of the human body, asking, for example, if everything in our bodies serves a purpose, why do we have appendixes? Why bipedalism, with the inevitable back pain that results? In this fascinating account, Pievani offers the first comprehensive explanatory theory for the ubiquity of imperfection.

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 budding interests and curiosities, and his wide-ranging work across the natural sciences, technology, and public policy. They describe Dyson’s innovations at the intersection of quantum theory and relativity, his novel nuclear reactor design (and his never-realized idea of a spacecraft powered by nuclear weapons), his years at the Institute for Advanced Study, and his foray into cosmology. In the coda, Dyson’s daughter Esther reflects on growing up in the Dyson household. “Well, Doc, You’re In” assesses Dyson’s successes, blind spots, and influence, assembling a portrait of a scientist’s outsized legacy. ContributorsJeremy Bernstein, Robbert Dijkgraaf, Esther Dyson, George Dyson, Ann Finkbeiner, Amanda Gefter, Ashutosh Jogalekar, David Kaiser, Caleb Scharf, William Thomas

An idiosyncratic guidebook to architectural (and other) wonders of Italy, accompanied by the author’s own witty illustrations.In Some Reasons for Traveling to Italy, architect Peter Wilson offers a Grand Tour of Grand Tours, providing an idiosyncratic guidebook to architectural (and other) wonders of Italy, illustrated by his own witty watercolors and sketches. Wilson chronicles the reasons that people throughout history have traveled to Italy—ranging from “To Be the Subject of an Equestrian Painting by Uccello in Florence Cathedral” to “To Rebuild Herculaneum in Malibu” (the desire of oil tycoon J. Paul Getty in the 1970s)—while giving readers a deeper understanding of Italy’s architectural habitat and cultural mythology. In Wilson’s narratives and anecdotes, place names function as talismans; the events may not tally with recorded history, or with the exact topographies of actual places. Wilson offers historical reworkings, appropriations, and an architect’s scrutiny of certain Italian tropes. He recounts that Edward de Vere, 17th Earl of Oxford, set out “To Flee England Out of Embarrassment” after breaking wind when he bowed to Queen Elizabeth I; French novelist Stendhal went “To Discover an Anti-France”; and an English architect went “To Get Some Ideas for a Mausoleum.” At the first Venice Biennale of Architecture in 1980, a dapper architect found that he had come to Italy “To Fall Overboard in a White Suit,” the artist Cy Twombly went simply “To See,” and Wilson himself found that he was “Captured by the Ospedale Degli Innocenti,” enchanted by the sight of Brunelleschi’s architrave. 

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 Scandinavian designers to forge an environmental ethics in a commercial design culture sustained by consumption; shows, by recounting a quest for sustainability through Norwegian wood(s), that one of the main characteristics of ecological design is attention to both the local and the global; and explores the emergence of a respectful and sustainable paradigm for international development. Case studies trace key connections to continental Europe, Britain, the US, Central America, and East Africa. Today, ideas of sustainability permeate design discourse, but the historical emergence of ecological design remains largely undiscussed. With this trailblazing book, Fallan fills that gap. 

New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process.In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization. Introduction to Online Convex Optimization presents a robust machine learning approach that contains elements of mathematical optimization, game theory, and learning theory: an optimization method that learns from experience as more aspects of the problem are observed. This view of optimization as a process has led to some spectacular successes in modeling and systems that have become part of our daily lives. Based on the “Theoretical Machine Learning” course taught by the author at Princeton University, the second edition of this widely used graduate level text features:Thoroughly updated material throughoutNew chapters on boosting, adaptive regret, and approachability and expanded exposition on optimizationExamples of applications, including prediction from expert advice, portfolio selection, matrix completion and recommendation systems, SVM training, offered throughout Exercises that guide students in completing parts of proofs

How the way we perceive our bodies plays a critical role in the way we perceive ourselves: stories of phantom limbs, rubber hands, anorexia, and other phenomena.The body is central to our sense of identity. It can be a canvas for self-expression, decorated with clothing, jewelry, cosmetics, tattoos, and piercings. But the body is more than that. Bodily awareness, says scientist-writer Moheb Costandi, is key to self-consciousness. In Body Am I, Costandi examines how the brain perceives the body, how that perception translates into our conscious experience of the body, and how that experience contributes to our sense of self. Along the way, he explores what can happen when the mechanisms of bodily awareness are disturbed, leading to such phenomena as phantom limbs, alien hands, and amputee fetishes. Costandi explains that the brain generates maps and models of the body that guide how we perceive and use it, and that these maps and models are repeatedly modified and reconstructed. Drawing on recent bodily awareness research, the new science of self-consciousness, and historical milestones in neurology, he describes a range of psychiatric and neurological disorders that result when body and brain are out of sync, including not only the well-known phantom limb syndrome but also phantom breast and phantom penis syndromes; body integrity identity disorder, which compels a person to disown and then amputate a healthy arm or leg; and such eating disorders as anorexia. Wide-ranging and meticulously researched, Body Am I (the title comes from Nietzsche’s Thus Spoke Zarathustra) offers new insight into self-consciousness by describing it in terms of bodily awareness.

"An overview of machine learning from data that is easily collectible, but challenging to annotate for learning algorithms"--

The power of images to represent the unseeable: stunning visualizations of science, from the microscopic to the incredibly vast.We live among patterns of delicate beauty and exquisite chaos that our eyes can't detect; we are surrounded by invisible particles and shifting fields of matter that permeate all of space. Our very cells are intricate molecular machines, and the story of our origins stretches back through an unimaginable amount of time. How can we see the richness of what lies beyond our sensory perception? Scientists have developed visualization tools that can make the invisible visible. This bountifully illustrated book demonstrates the power of images to represent the unseeable, offering stunning visualizations of science that range from the microscopic to the incredibly vast. With more than 200 color images and an engaging text by leading science writer Jack Challoner, Seeing Science explains and illustrates the techniques by which scientists create visualizations of their discoveries. We see the first detection of a black hole as represented by an image from an Xray telescope, get a direct view of DNA through an electron microscope, and much more. Visualizations are also used to make sense of an avalanche of data-concisely presenting information from the 20,000 or so human genes, for example. Scientists represent complex theories in computer models, which take on a curious beauty of their own. And scientists and artists collaborate to create art from science visualizations, with intriguing results.

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 know where you fit, especially when your position isn't necessarily fixed-and the spectrum keeps expanding. That's where Rethinking Gender can help: it gives you a toolbox for empathy, understanding, and self-exploration. Louie's journey includes a deep dive into the historical context of LGBTQIA+ rights activism and the evolution of gender discourse, politics, and laws-but it also explores these ideas through the diversity of expressions and experiences of people today.In Rethinking Gender Louie offers a real-world take on what it means to be yourself, see yourself, and see someone else for who they are, too.

"A concise overview of "nudging," the best known and most influential idea to come from behavioral economics literature"--

"A supplement for graduate-level courses on computational and quantitative macro, economic dynamics"--

"The Anthropocene Cookbook is by far the most comprehensive collection of ideas about future food from the perspective of art, design, and science. The book is unique in the way it connects food, art, thinking, and science. It talks to the new generation of aesthetically aware environmentalists. It promotes ecological thinking from a radically different perspective: what happens if we embrace the coming environmental catastrophes as an opportunity and not as doom?"--

"A fun, informative, illustrated guide to hands-on experiments for home or the classroom that explain the principles of neuroscience; including electrophysiology, neuroengineering, & neuroethology"--

"Ambulance Chasers offers a series of photographic diptychs by the artist Abraham Adams: on the left, the faces of personal injury lawyers photographed from roadside billboards; on the right, the landscapes they survey. The gesture is a double rotation: each photograph is imagined as the spectator of the other, and in each pairing, the exorbitant promises of the animated lawyers are deflated by their juxtaposition with an often featureless roadside landscape. Adams's conceptual performance and art historian David Joselit's text tell a story of American precarity."--Publisher's website.