In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.

When "metadata" became breaking news, appearing in stories about surveillance by the National Security Agency, many members of the public encountered this once-obscure term from information science for the first time. Should people be reassured that the NSA was "only" collecting metadata about phone calls - information about the caller, the recipient, the time, the duration, the location - and not recordings of the conversations themselves? Or does phone call metadata reveal more than it seems?

Artificial intelligence powers Google's search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues.

Macroeconomics takes a broad perspective on the economy of a country or region; it studies economic changes in the aggregate, collecting data on production, unemployment, inflation, consumption, investment, trade, and other aspects of national and international economic life. Policymakers depend on macroeconomists' knowledge when making decisions about such issues as taxes and the public budget, monetary and exchange rate policies, and trade policies-all of which, in turn, affect decisions made by individuals and businesses.

A few decades into the digital era, scientists discovered that thinking in terms of computation made possible an entirely new way of organizing scientific investigation; eventually, every field had a computational branch: computational physics, computational biology, computational sociology. More recently, "computational thinking" has become part of the K-12 curriculum. But what is computational thinking? This volume in the MIT Press Essential Knowledge series offers an accessible overview.

Over the past 10 years, urban planners, technology companies, and governments have promoted smart cities with a somewhat utopian vision of urban life made knowable and manageable through data collection and analysis. Emerging smart cities have become both crucibles and showrooms for the practical application of the Internet of Things, cloud computing, and the integration of big data into everyday life. Are smart cities optimized, sustainable, digitally networked solutions to urban problems? Or are they neoliberal, corporate-controlled, undemocratic non-places?

When someone is labeled a nihilist, it's not usually meant as a compliment. Most of us associate nihilism with destructiveness and violence. Nihilism means, literally, "an ideology of nothing". Is nihilism, then, believing in nothing? If we can learn to recognize the many varieties of nihilism, Nolen Gertz writes, then we can learnto distinguish what is meaningful from what is meaningless. In this addition to the MIT Press Essential Knowledge series, Gertz traces the history of nihilism in Western philosophy from Socrates through Hannah Arendt and Jean-Paul Sartre.

Biomimicry is rapidly transforming life on earth. Biomimics study nature's most successful ideas over the past 3.5 million years, and adapt them for human use. The results are revolutionizing how materials are invented and how we compute, heal ourselves, repair the environment, and feed the world. Janine Benyus takes listeners into the lab and in the field with maverick thinkers as they: discover miracle drugs by watching what chimps eat when they're sick; learn how to create by watching spiders weave fibers; and many more examples.

The American supermarket is an everyday miracle. But what does it take to run one? What are the inner workings of product delivery and distribution? Who sets the price? And who suffers for the convenience and efficiency we’ve come to expect? In this rollicking exposé, author Benjamin Lorr pulls back the curtain on this highly secretive industry.

A must-have audiobook for walkers, sailors, swimmers, anglers and everyone interested in the natural world, in How to Read Water, Natural Navigator Tristan Gooley shares knowledge, skills, tips and useful observations to help you enjoy the landscape around you. From wild swimming in Sussex to wayfinding off Oman, via the icy mysteries of the Arctic, Tristan Gooley draws on his own pioneering journeys to reveal the secrets of ponds, puddles, rivers, oceans and more to show us all the skills we need to read the water around us.

Life is full of uncertainty. You don't know what lies ahead. But you can learn to control the controllable by using logic and reason. With the help of this book, you'll discover new ways to think about - and solve - problems more efficiently than ever before. Discover how strategic games model real-life behavior.

This reissue of Thomas Sowell’s classic study of decision making, which includes a preface by the author, updates his seminal work in the context of The Vision of the Anointed. Sowell, one of America’s most celebrated public intellectuals, describes in concrete detail how knowledge is shared and disseminated throughout modern society. He warns that society suffers from an ever-widening gap between firsthand knowledge and decision making—a gap that threatens not only our economic and political efficiency but our very freedom.

Living a modern life requires juggling a ton of information. But we were never taught how to manage this information effectively so that we can find what we need when we need it. In The PARA Method, Tiago Forte outlines a simple and intuitive four-step system that will help us sort all the information flooding our brains into four major categories—Projects, Areas, Resources, and Archives—allowing us to manage our commitments while achieving our goals and dreams.

A child's mind is hungry for knowledge, stimulation, the excitement of learning which school should provide, yet most American schools fall far short. From kindergarten through high school, our public educational system is among the worst in the developed world.

When The Stone Reader—a landmark collection of 133 essays from the New York Times’ award-winning philosophy column—first published, in 2015, the world urgently needed insight and wisdom, and for many, the book served as a bulwark of reason against the rising tide of post-fact rhetoric. Now, as disinformation continues to run rampant and our rights are increasingly called into question, editors Peter Catapano and Simon Critchley contend that philosophy in the public sphere is more crucial than ever.

Do doctors really know what they are talking about when they tell us vaccines are safe? Should we take climate experts at their word when they warn us about the perils of global warming? Why should we trust science when our own politicians don't? In this landmark book, Naomi Oreskes offers a bold and compelling defense of science, revealing why the social character of scientific knowledge is its greatest strength - and the greatest reason we can trust it.

In Ungifted, cognitive psychologist Scott Barry Kaufman - who was relegated to special education as a child - sets out to show that the way we interpret traditional metrics of intelligence is misguided. Kaufman explores the latest research in genetics and neuroscience, as well as evolutionary, developmental, social, positive, and cognitive psychology, to challenge the conventional wisdom about the childhood predictors of adult success. He reveals that there are many paths to greatness, and argues for a more holistic approach to achievement that takes into account each young person’s personal goals, individual psychology, and developmental trajectory.

In How to Educate a Citizen, E.D. Hirsch continues the conversation he began 30 years ago with his classic best seller Cultural Literacy, urging America’s public schools, particularly at the elementary level, to educate our children more effectively to help heal and preserve the nation. Since the 1960s, our schools have been relying on “child-centered learning”. History, geography, science, civics, and other essential knowledge have been dumbed down by vacuous learning “techniques” and “values-based” curricula.

In this short and powerful book, celebrated philosopher Martha Nussbaum makes a passionate case for the importance of the liberal arts at all levels of education. Historically, the humanities have been central to education because they have been seen as essential for creating competent democratic citizens. But recently, Nussbaum argues, thinking about the aims of education has gone disturbingly awry in the United States and abroad.

Many scientific and philosophical ideas are so powerful that they can be applied to our lives at home, work, and school to help us think smarter and more effectively about our behavior and the world around us. Surprisingly, many of these ideas remain unknown to most of us. In Mindware, the world-renowned psychologist Richard Nisbett presents these ideas in clear and accessible detail, offering a tool kit for better thinking and wiser decisions.

From the best-selling author of Thinking, Fast and Slow, the co-author of Nudge, and the author of You Are About to Make a Terrible Mistake! comes Noise, a revolutionary exploration of why people make bad judgments, and how to control both noise and cognitive bias.

Richard J. Evans shows us how historians manage to extract meaning from the recalcitrant past. To materials that are frustratingly meager, or overwhelmingly profuse, they bring an array of tools that range from agreed-upon rules of documentation to the critical application of social and economic theory, all employed with the aim of reconstructing a verifiable, usable past. Evans defends this commitment to historical knowledge from the attacks of postmodernist critics who deny the possibility of achieving any kind of certain knowledge about the past.

Ken Robinson is one of the world's most influential voices in education, and his 2006 TED Talk on the subject is the most viewed in the organization's history. Now, the internationally recognized leader on creativity and human potential focuses on one of the most critical issues of our time: how to transform the nation's troubled educational system.

A good book may have the power to change the way we see the world, but a great book actually becomes part of our daily consciousness, pervading our thinking to the point that we take it for granted, and we forget how provocative and challenging its ideas once were - and still are. The Structure of Scientific Revolutions is that kind of book.

In The Genetic Lottery, Harden introduces listeners to the latest genetic science, dismantling dangerous ideas about racial superiority and challenging us to grapple with what equality really means in a world where people are born different. Weaving together personal stories with scientific evidence, Harden shows why our refusal to recognize the power of DNA perpetuates the myth of meritocracy, and argues that we must acknowledge the role of genetic luck if we are ever to create a fair society.

The Great Mental Models: General Thinking Concepts is the first book in The Great Mental Models series designed to upgrade your thinking with the best, most useful and powerful tools so you always have the right one on hand. This volume details nine of the most versatile all-purpose mental models you can use right away to improve your decision making, your productivity, and how clearly you see the world.

This book predicts the decline of today's professions and describes the people and systems that will replace them. In an Internet society, according to Richard Susskind and Daniel Susskind, we will neither need nor want doctors, teachers, accountants, architects, the clergy, consultants, lawyers, and many others to work as they did in the 20th century.

What is history, and why should we study it? Is there such a thing as historical truth? Is history a science? One of the most accomplished historians at work today, John Lewis Gaddis, answers these and other questions in this short, witty, and humane book. The Landscape of History provides a searching look at the historian's craft as well as a strong argument for why a historical consciousness should matter to us today.

How did human societies scale up from small, tight-knit groups of hunter-gatherers to the large, anonymous, cooperative societies of today - even though anonymity is the enemy of cooperation? How did organized religions with "Big Gods" - the great monotheistic and polytheistic faiths - spread to colonize most minds in the world? In Big Gods, Ara Norenzayan makes the surprising and provocative argument that these fundamental puzzles about the origins of civilization are one and the same, and answer each other.

The intelligence failures surrounding the invasion of Iraq dramatically illustrate the necessity of developing standards for evaluating expert opinion. This audiobook fills that need. Here, Philip E. Tetlock explores what constitutes good judgment in predicting future events, and looks at why experts are often wrong in their forecasts. Tetlock first discusses arguments about whether the world is too complex for people to find the tools to understand political phenomena, let alone predict the future.

These days, strong critical thinking skills provide a vital foundation for academic success, and Critical Thinking Skills for Dummies offers a clear and unintimidating introduction to what can otherwise be a pretty complex topic. Inside, you'll get hands-on, lively, and fun exercises that you can put to work today to improve your arguments and pin down key issues. With this accessible and friendly guide, you'll get plain-English instruction on how to identify other people's assumptions, methodology, and conclusions; evaluate evidence; and interpret texts effectively.

Do you often find yourself grappling with complex decisions, feeling overwhelmed by the barrage of information in today's world? Are you at a loss when faced with debates, unsure how to dissect arguments or counter misinformation? Perhaps you've realized that in your professional or personal life, clear and critical thinking is not just an asset, but a necessity. Today the ability to dissect, analyze, and reason effectively has never been more crucial. Yet, for many, these skills remain just out of reach. This audiobook offers a straightforward advice and practical tips.

In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.

Critical thinking is the essential tool for ensuring that students fulfill their promise. But, in reality, critical thinking is still a luxury good, and students with the greatest potential are too often challenged the least. Colin Seale, a teacher-turned-attorney-turned-education-innovator and founder of thinkLaw, uses his unique experience to introduce a wide variety of concrete instructional strategies and examples that teachers can use in all grade levels and subject areas.

When someone is labeled a nihilist, it's not usually meant as a compliment. Most of us associate nihilism with destructiveness and violence. Nihilism means, literally, "an ideology of nothing". Is nihilism, then, believing in nothing? If we can learn to recognize the many varieties of nihilism, Nolen Gertz writes, then we can learnto distinguish what is meaningful from what is meaningless. In this addition to the MIT Press Essential Knowledge series, Gertz traces the history of nihilism in Western philosophy from Socrates through Hannah Arendt and Jean-Paul Sartre.

Your argument is valid and you know it; yet once again you find yourself leaving a debate feeling defeated and embarrassed. The matter is only made worse when you realize that your defeat came at the hands of someone's abuse of logic - and that with the right skills you could have won the argument. The ability to recognize logical fallacies when they occur is an essential life skill. Mastering Logical Fallacies is the clearest, boldest, and most systematic guide to dominating the rules and tactics of successful arguments.

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

Your inbox is overflowing. You're paralyzed because you have too much to do but don't know where to start. Your to-do list never seems to get any shorter. You leave work exhausted but have little to show for it. It's time to learn how to get the right work done. In the HBR Guide to Getting the Right Work Done, you'll discover how to focus your time and energy where they will yield the greatest reward. Not only will you end each day knowing you made progress—your improved productivity will also set you apart from the pack.

Fifty years ago, neuroscientists thought that a mature brain was fixed like a fly in amber, unable to change. Today, we know that our brains and nervous systems change throughout our lifetimes. This concept of neuroplasticity has captured the imagination of a public eager for self-improvement - and has inspired countless Internet entrepreneurs who peddle dubious "brain training" games and apps. In this book, Moheb Costandi offers a concise and engaging overview of neuroplasticity for the general listener.

Everyone's a cynic, yet few will admit it. Today's cynics excuse themselves half-heartedly - "I hate to be a cynic, but...." - before making their pronouncements. Narrowly opportunistic, always on the take, contemporary cynicism has nothing positive to contribute. The Cynicism of the ancient Greeks, however, was very different. Bold and shameless, it was committed to transforming the values on which civilization depends.

In today's fast world, it's important to have certain skills for success. With so much fake news and information everywhere, critical thinking and logic are crucial. These skills help us think well and make good decisions. They help us understand why things are how they are, figure out what influences them, and come up with ways to make things better. One of the reasons most of us fall short in thinking critically is that our educational system doesn't teach critical thinking.

No skill is more important in today's world than being able to think about, understand, and act on information in an effective and responsible way. What's more, at no point in human history have we had access to so much information, with such relative ease, as we do in the 21st century. But because misinformation out there has increased as well, critical thinking is more important than ever. These 24 rewarding lectures equip you with the knowledge and techniques you need to become a savvier, sharper critical thinker in your professional and personal life.