ace the coding interview with Python and JavaScript

A proposal that we think about digital technologies such as machine learning not in terms of artificial intelligence but as artificial communication.Algorithms that work with deep learning and big data are getting so much better at doing so many things that it makes us uncomfortable. How can a device know what our favorite songs are, or what we should write in an email? Have machines become too smart? In Artificial Communication, Elena Esposito argues that drawing this sort of analogy between algorithms and human intelligence is misleading. If machines contribute to social intelligence, it will not be because they have learned how to think like us but because we have learned how to communicate with them. Esposito proposes that we think of “smart” machines not in terms of artificial intelligence but in terms of artificial communication.To do this, we need a concept of communication that can take into account the possibility that a communication partner may be not a human being but an al

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

A new version of the classic and widely used text adapted for the JavaScript programming language.Since the publication of its first edition in 1984 and its second edition in 1996, Structure and Interpretation of Computer Programs (SICP) has influenced computer science curricula around the world. Widely adopted as a textbook, the book has its origins in a popular entry-level computer science course taught by Harold Abelson and Gerald Jay Sussman at MIT. SICP introduces the reader to central ideas of computation by establishing a series of mental models for computation. Earlier editions used the programming language Scheme in their program examples. This new version of the second edition has been adapted for JavaScript. The first three chapters of SICP cover programming concepts that are common to all modern high-level programming languages. Chapters four and five, which used Scheme to formulate language processors for Scheme, required significant revision. Chapter four offers new mat

Twelve visions of living in a climate-changed world.We are living in the Anthropocene―an era of dramatic and violent climate change featuring warming oceans, melting icecaps, extreme weather events, habitat loss, species extinction, and more. What will life be like in a climate-changed world? In Tomorrow’s Parties, science fiction authors speculate how we might be able to live and even thrive through the advancing Anthropocene. In ten original stories by writers from around the world, an interview with celebrated writer Kim Stanley Robinson, and a series of intricate and elegant artworks by Sean Bodley, Tomorrow’s Parties takes rational optimism as a moral imperative, or at least a pragmatic alternative to despair. In these stories―by writers from the United Kingdom, the United States, Nigeria, China, Bangladesh, and Australia―a young man steals from delivery drones; a political community lives on an island made of ocean-borne plastic waste; and a climate change denier tries to unmask

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

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

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

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

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

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

Technology companies claim to connect people through touchscreens, but by conflating physical contact with emotional sentiments, they displace the constructed aspects of devices and women and other oppressed individuals’ critiques of how such technologies function.Technology companies and device designers correlate touchscreens and online sites with physical contact and emotional sentiments, promising unmediated experiences in which the screen falls away in favor of visceral materiality and connections. While touchscreens are key elements of most people’s everyday lives, critical frameworks for understanding the embodied experiences of using them are wanting. In Touch Screen Theory, Michele White focuses on the relation between physically touching and emotionally feeling to recenter the bodies and identities that are empowered, produced, and displaced by these digital technologies and settings. Drawing on detailed cases and humanities methods, White shows how and why gender, race, and

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 Itali

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 embodie

A cultural history of living in the undersea, both fictional and real, from Jules Verne’s Captain Nemo to NASA’s ECC02 project.In Memo for Nemo, William Firebrace investigates human inhabitation of the undersea, both fictional and real. Beginning with Jules Verne’s Captain Nemo―an undersea Renaissance man with a library of 12,000 volumes on his submarine―and proceeding through aquariums, undersea photography, artificial seas on land, nuclear-powered submarines, undersea film epics, giant squid, and NASA satellites, Firebrace examines the undersea as a zone created by exploration and invention. Throughout, the history of undersea life is accompanied by an imagined undersea, envisioned by cultural figures ranging from Verne and Herman Melville to Orson Welles and Jimi Hendrix. Firebrace takes readers though the enormous sequence of rooms (impossible in real life) in Nemo’s submarine, recounts the competition among nineteenth-century cities to build the most spectacular aquatic world, and

How sound leaves a fundamental imprint on who we are.Making sense of sound is one of the hardest jobs we ask our brains to do. In Of Sound Mind, Nina Kraus examines the partnership of sound and brain, showing for the first time that the processing of sound drives many of the brain's core functions. Our hearing is always on--we can't close our ears the way we close our eyes--and yet we can ignore sounds that are unimportant. We don't just hear; we engage with sounds. Kraus explores what goes on in our brains when we hear a word--or a chord, or a meow, or a screech.Our hearing brain, Kraus tells us, is vast. It interacts with what we know, with our emotions, with how we think, with our movements, and with our other senses. Auditory neurons make calculations at one-thousandth of a second; hearing is the speediest of our senses. Sound plays an unrecognized role in both healthy and hurting brains. Kraus explores the power of music for healing as well as the destructive power of noise on the

Essays, conversations, selected texts, and a rich collection of thought-provoking artworks celebrate a revolution in bio art.The texts and artworks in Symbionts provoke a necessary conversation about our species and its relation to the planet. Are we merely “mammalian weeds,” as evolutionary biologist Lynn Margulis put it? Or are we partners in producing and maintaining the biosphere, as she also suggested? Symbionts reflects on a recent revolution in bio art that departs from the late-1990s code-oriented experiments to embrace entanglement and symbiosis (“with-living”). Combining documentation of contemporary artworks with texts by leading thinkers, Symbionts, which accompanies an exhibition at MIT List Visual Arts Center, offers an expansive view of humanity’s place on the planet. Color reproductions document works by international artists that respond to the revelation that planetary microbes construct and maintain our biosphere. A central essay by coeditor Caroline Jones sets their

Following the trails of Hawai‘i’s snails to explore the simultaneously biological and cultural significance of extinction.In this time of extinctions, the humble snail rarely gets a mention. And yet snails are disappearing faster than any other species. In A World in a Shell, Thom van Dooren offers a collection of snail stories from Hawai‘i―once home to more than 750 species of land snails, almost two-thirds of which are now gone. Following snail trails through forests, laboratories, museums, and even a military training facility, and meeting with scientists and Native Hawaiians, van Dooren explores ongoing processes of ecological and cultural loss as they are woven through with possibilities for hope, care, mourning, and resilience. Van Dooren recounts the fascinating history of snail decline in the Hawaiian Islands: from deforestation for agriculture, timber, and more, through the nineteenth century shell collecting mania of missionary settlers, and on to the contemporary impacts of

A comprehensive resource on what lockdown drills are, why they are necessary, and how best to conduct them.The first book to offer a comprehensive examination of lockdown drills in K–12 schools, Lockdown Drills balances research findings with practical applications and implications. Schildkraut and Nickerson, school safety experts with complementary backgrounds in criminology and school psychology, review the historical precedents for lockdown drills, distinguish school lockdowns from other emergency procedures (such as active shooter drills), explain why they are conducted, present evidence-based research on their effectiveness, and describe how to conduct them according to best practices. Proponents of lockdown drills as a life-saving necessity, the authors help to bring much-needed standardization to how these drills are studied and conducted. The authors present common arguments for and against the inclusion of lockdown drills in emergency preparedness efforts, balancing their disc

Stories from the ER: a doctor shows how empathy, creativity, and imagination are the cornerstones of clinical care.To be an emergency room doctor is to be a professional listener to stories. Each patient presents a story; finding the heart of that story is the doctor’s most critical task. More technology, more tests, and more data won’t work if doctors get the story wrong. Empathy, creativity, and imagination are the cornerstones of clinical care. In Tornado of Life, ER physician Jay Baruch offers a series of short, powerful, and affecting essays that capture the stories of ER patients in all their complexity and messiness. Patients come to the ER with lives troubled by scales of misfortune that have little to do with disease or injury. ER doctors must be problem-finders before they are problem-solvers. Cheryl, for example, whose story is a chaos narrative of “and this happened, and then that happened, and then, and then and then and then,” tells Baruch she is "stuck in a tornado of li

Intersectional, intergenerational, and international perspectives on nonfiction filmmaking by women, generously illustrated, with film stills and other images.This book offers intersectional, intergenerational, and international perspectives on nonfiction film- and videomaking by and about women, examining practices that range from activist documentaries to avant-garde experiments. Concentrating primarily on the period between the 1970s and 1990s, the contributions revisit major figures, contexts, and debates across a polycentric, global geography. They explore how the moving image has been a crucial terrain of feminist struggle―a way of not only picturing the world but remaking it. The contributors consider key decolonial filmmakers, including Trinh T. Minh-ha and Sarah Maldoror; explore collectively produced films with ties to women’s liberation movements in different countries; and investigate the cinematic expressions of tensions and alliances between feminism and anti-imperialist

The new edition of a widely used introduction to game theory and its applications, with a focus on economics, business, and politics.This widely used introduction to game theory is rigorous but accessible, unique in its balance between the theoretical and the practical, with examples and applications following almost every theory-driven chapter. In recent years, game theory has become an important methodological tool for all fields of social sciences, biology and computer science. This second edition of Strategies and Games not only takes into account new game theoretical concepts and applications such as bargaining and matching, it also provides an array of chapters on game theory applied to the political arena. New examples, case studies, and applications relevant to a wide range of behavioral disciplines are now included. The authors map out alternate pathways through the book for instructors in economics, business, and political science. The book contains four parts: strategic form

The first comprehensive history in English of film at the Bauhaus, exploring practices that experimented with film as an adaptable, elastic “polymedium.”With Design in Motion, Laura Frahm proposes an alternate history of the Bauhaus―one in which visual media, and film in particular, are crucial to the Bauhaus’s visionary pursuit of integrating art and technology. In the first comprehensive examination in English of film at the Bauhaus, Frahm shows that experimentation with film spanned a range of Bauhaus practices, from textiles and typography to stage and exhibition design. Indeed, Bauhausler deployed film as an adaptable, elastic “polymedium,” malleable in shape and form, unfolding and refracting into multiple material, aesthetic, and philosophical directions. Frahm shows how the encounter with film imbued the Bauhaus of the 1920s and early 1930s with a flexible notion of design, infusing painting with temporal concepts, sculptures with moving forms, photographs with sequential aes

Why today’s complex problems demand a radically new way of thinking―one in which art, technology, and science converge. Today’s complex problems demand a radically new way of thinking―one in which art, technology, and science converge to expand our creativity and augment our insight. Creativity must be combined with the ability to execute; the innovators of the future will have to understand this balance and manage such complexities as climate change and pandemics. The place of this convergence is the Nexus. In this provocative and visually striking book, Julio Mario Ottino and Bruce Mau offer a guide for navigating the intersections of art, technology, and science. The Nexus brings together word and image to prepare us―individuals and organizations alike―for the challenges and opportunities of the twenty-first century. Compelling historic examples illuminate the present, from the Renaissance, when the domains were one, to the twentieth century, with intense, collective creative out

An argument against the ideology of domesticity that separates work from home; lavishly illustrated, with architectural proposals for alternate approaches to working and living.Despite the increasing numbers of people who now work from home, in the popular imagination the home is still understood as the sanctuary of privacy and intimacy. Living is conceptually and definitively separated from work. This book argues against such a separation, countering the prevailing ideology of domesticity with a series of architectural projects that illustrate alternative approaches. Less a monograph than a treatise, richly illustrated, the book combines historical research and design proposals to reenvision home as a cooperative structure in which it is possible to live and work and in which labor is socialized beyond the family―freeing inhabitants from the sense of property and the burden of domestic labor. The projects aim to move the house beyond the dichotomous logic of male/female, husband/wi

The first full-scale monographic study in English of one of the most important artists of the second half of the twentieth century.In this first full-scale monograph in English on the German painter Gerhard Richter, the distinguished art historian Benjamin H. D. Buchloh maps the unfolding of Richter’s ever more complex and contradictory lifework. A painter in an age that disdains painting, a German confronting the impossibility of representing the historical trauma inflicted by his country upon the world between 1933 and 1945, a European artist in dialogue with his American counterparts, Richter (b. 1932) is shown by Buchloh to be a unique and singular artist, outside and beyond every other formation contemporaneous with his own development and evolution. What emerges from Buchloh’s detailed analysis of Richter’s key works is a far more complex set of painterly strategies than has been previously assumed, strategies that have inverted and relativized all the principles of the moderni

How we can create artificial intelligence with broad, robust common sense rather than narrow, specialized expertise.It’s sometime in the not-so-distant future, and you send your fully autonomous self-driving car to the store to pick up your grocery order. The car is endowed with as much capability as an artificial intelligence agent can have, programmed to drive better than you do. But when the car encounters a traffic light stuck on red, it just sits there―indefinitely. Its obstacle-avoidance, lane-following, and route-calculation capacities are all irrelevant; it fails to act because it lacks the common sense of a human driver, who would quickly figure out what’s happening and find a workaround. In Machines like Us, Ron Brachman and Hector Levesque―both leading experts in AI―consider what it would take to create machines with common sense rather than just the specialized expertise of today’s AI systems. Using the stuck traffic light and other relatable examples, Brachman and Levesq

The evolution of the most innovative square mile on the planet: the endless cycles of change and reinvention that created today’s Kendall Square. Kendall Square in Cambridge, Massachusetts, has been called “the most innovative square mile on the planet.” It’s a life science hub, hosting Biogen, Moderna, Pfizer, Takeda and others. It’s major tech center, with Google, Microsoft, IBM, Amazon, Facebook, and Apple all occupying big chunks of pricey office space. Kendall Square also boasts a dense concentration of startups, with leading venture capital firms conveniently located nearby. And of course, MIT is just down the block. In Where Futures Converge, Robert Buderi offers the first detailed account of the unique ecosystem that is Kendall Square, chronicling the endless cycles of change and reinvention that have driven its evolution. Buderi, who himself has worked in Kendall Square for the past twenty years, tells fascinating stories of great innovators and their innovations that stret

A guide for research economists: how to write papers, give talks, navigate the peer-review process, advise students, and more. Newly minted research economists are equipped with a PhD’s worth of technical and scientific expertise but often lack some of the practical tools necessary for “doing economics.” With this book, economics professor Marc Bellemare breaks down the components of doing research economics and examines each in turn: communicating your research findings in a paper; presenting your findings to other researchers by giving a talk; submitting your paper to a peer-reviewed journal; funding your research program through grants (necessary more often than not for all social scientists); knowing what kind of professional service opportunities to pursue; and advising PhD, master’s, and undergraduate students. With the increasing data availability and decreasing computational costs, economics has taken an empirical turn in recent decades. Academic economics is no longer the

How Big Oil can transform itself into Big Green through reparation and decarbonization to rectify the harm it has done through fossil fuels. In From Big Oil to Big Green, Marco Grasso examines the responsibility of the oil and gas industry for the climate crisis and develops a moral framework that lays out its duties of reparation and decarbonization to allay the harm it has done. By framing climate change as a moral issue and outlining the industry’s obligation to tackle it, Grasso shows that Big Oil is a central, yet overlooked, agent of climate ethics and policy. Grasso argues that by indiscriminately flooding the global economy with fossil fuels―while convincing the public that halting climate change is a matter of consumer choice, that fossil fuels are synonymous with energy, and that a decarbonized world would take civilization back to the Stone Age―Big Oil is morally responsible for the climate crisis. He explains that it has managed to avoid being held financially accountab

A philosophical guide to passengerhood, with reflections on time, space, existence, boredom, our sense of self, and our sense of the senses.While there are entire bookstore sections―and even entire bookstores―devoted to travel, there have been few books on the universal experience of being a passenger. With this book, philosopher Michael Marder fills the gap, offering a philosophical guide to passengerhood. He takes readers from ticketing and preboarding (preface and introduction) through a series of stops and detours (reflections on topics including time, space, existence, boredom, our sense of self, and our sense of the senses) to destination and disembarking (conclusion). Marder finds that the experience of passengers in the twenty-first century is experience itself, stretching well beyond railroad tracks and airplane flight patterns. On his journey through passengerhood, he considers, among many other things, passenger togetherness, which goes hand in hand with passenger lonelin

A complete overview of quantum mechanics, covering essential concepts and results, theoretical foundations, and applications and techniques. This undergraduate textbook offers a comprehensive overview of quantum mechanics, beginning with essential concepts and results, proceeding through the theoretical foundations that provide the field’s conceptual framework, and concluding with the tools and applications students will need for advanced studies and for research. Drawn from lectures created for MIT physics majors and for the popular MITx online course, “Mastering Quantum Mechanics,” the text presents the material in a modern and approachable manner while still including the traditional topics necessary for a well-rounded understanding of the subject. As the book progresses, the treatment gradually increases in difficulty, paralleling students’ increasingly sophisticated understanding of the material Part 1, on essentials, offers a sound introduction to the subject, touching on such to

How leaders can recast innovation’s toughest trade-offs―efficiency vs. flexibility, consistency vs. change, product vs purpose―as productive tensions.Why is leading innovation in today’s dynamic business environment so distressingly hit-or-miss? More than 90 percent of high-potential ventures don’t reach their projected targets. Surveys show that 80 percent of executives consider innovation crucial to their growth strategy, but only 6 percent are satisfied with their innovation performance. Should leaders aim for Steve-Jobs-level genius, or shower their projects with resources, or lean in to luck and embrace uncertainty? None of the above, say Chris Bingham and Rory McDonald. Drawing on cutting-edge research and probing interviews with hundreds of leaders across three continents, in Productive Tensions Bingham and McDonald find that the most effective leaders and successful innovators embrace the tensions that arise from competing aims: efficiency or flexibility? consistency or chan

A graduate textbook on microeconomics, covering decision theory, game theory, and the foundations of contract theory, with a unique focus on the empirical.This graduate-level text on microeconomics, covering such topics as decision theory, game theory, bargaining theory, contract theory, trade under asymmetric information, and relational contract theory, is unique in its emphasis on the interplay between theory and evidence. It reviews the microeconomic theory of exchange “from the ground up,” aiming to produce a set of models and hypotheses amenable to empirical exploration, with particular focus on models that are useful for the study of contracts, institutions, and organizations. It explores research that extends price theory to the exchange of commodities when markets are incomplete, discussing recent developments in the field. Topics covered include the relationship between theory and evidence; decision theory as it is used in contract theory and institutional design;

A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics. Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. It covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers, with self-contained chapters and algorithms in pseudocode. Since the publication of the first edition, Introduction to Algorithms has become the leading algorithms text in universities worldwide as well as the standard reference for professionals. This fourth edition has been updated throughout. New for the fourth edition New chapters on matchings in bipartite graphs, online algorithms, and machine learningNew material on topics including solving recurrence equations, hash tables, potential functions, and suffix arrays140 new exerc

Rethinking design through the lens of embodied cognition provides a novel way of understanding human interaction with technology. In this book, Christopher Baber uses embodied cognition as a lens through which to view both how designers engage in creative practices and how people use designed artifacts. This view of cognition as enactive, embedded, situated, or distributed, without recourse to internal representations, provides a theoretical grounding that makes possible a richer account of human interaction with technology. This understanding of everyday interactions with things in the world reveals opportunities for design to intervene. Moreover, Baber argues, design is an embodied activity in which the continual engagement between designers and their materials is at the heart of design practice. Baber proposes that design and creativity should be considered in dynamic, rather than discrete, terms and explores “task ecologies”―the concept of environment as it relates to embodied

Why the microbiome--our rich inner ecosystem of microorganisms--may hold the keys to human health.We are at the dawn of a new scientific revolution. Our understanding of how to treat and prevent diseases has been transformed by knowledge of the microbiome―the rich ecosystem of microorganisms in and on every human. These microbial hitchhikers may hold the keys to human health. In Gut Feelings, Alessio Fasano and Susie Flaherty show why we must go beyond the older, myopic view of microorganisms as our enemies to a broader understanding of the microbiome as a parallel civilization that we need to understand, respect, and engage with for the benefit of our own health. Recent advances in understanding the microbiome and its role in human health dovetail with the development of personalized or “precision” medicine to create treatments and prevention programs targeted to the molecular imprint of an individual. Fasano and Flaherty explore the microbiome's part in such diseases as gut inflammat

Artists and writers go beyond disciplinary boundaries and linear histories to address the fight for environmental justice, uniting the Asia-Pacific vantage point with international discourse.Modeling the curatorial as a method for uniting cultural production and science, Climates. Habitats. Environments. weaves together image and text to address the global climate crisis. Through exhibitions, artworks, and essays, artists and writers transcend disciplinary boundaries and linear histories to bring their knowledge and experience to bear on the fight for environmental justice. In doing so, they draw on the rich cultural heritage of the Asia-Pacific, in conversation with international discourse, to demonstrate transdisciplinary solution-seeking. Experimental in form as well as in method, Climates. Habitats. Environments. features an inventive book design by mono.studio that puts word and image on equal footing, offering a multiplicity of media, interpretations, and manifestations of inte

An illustrated guide to the amazingly multifarious sex lives of animals, from elephants and bonobos to butterflies and bedbugs.There may be nothing unnatural in nature, but nature still encompasses much that seems fantastically strange―the amazingly multifarious sex lives of animals, for example. Sexus Animalis tells us everything we never dreamed we wanted to know about the reproductive systems, genital organs, and sexual practices of animals, from elephants (who masturbate with their trunks) to fruit flies (who produce spermatozoa twenty times their size). In the animal kingdom we find heterosexual, lesbian, gay, and bisexual behavior, as well as monogamy, polygamy, and polyandry, not to mention fellatio and many varieties of erections and orgasms. Emmanuelle Pouydebat, a natural history researcher, tells us about gutter penises, double penises, detachable penises, and corkscrew-shaped penises, as well as vaginas built for storage and clitorises with thorns. (Perhaps unsurprisingly

A practice-based guide to applying the principles of human-centered design to real-world health challenges; updated and expanded with post–COVID-19 innovations. This book offers a practice-based guide to applying the principles of human-centered design to real-world health challenges that range from drug packaging to breast cancer detection. Written by pioneers in the field―Bon Ku, a physician leader in innovative health design, and Ellen Lupton, an award-winning graphic designer―the book outlines the fundamentals of design thinking and highlights important products, prototypes, and research in health design. This revised and expanded edition describes innovations developed in response to the COVID-19 crisis, including an intensive care unit in a shipping container, a rolling cart with intubation equipment, and a mask brace that gives a surgical mask a tighter seal. The book explores the special overlap of health care and the creative process, describing the development of such prod