However, according to Hofstadter, the formal system that underlies all mental activity transcends the system that supports it. If life can grow out of the formal chemical substrate of the cell, if consciousness can emerge out of a formal system of firing neurons, then so too will computers attain human intelligence. Gödel, Escher, Bach is a wonderful exploration of fascinating ideas at the heart of cognitive science: meaning, reduction, recursion, and much more.

    But now these divisions are eroding under the barrage of television, which turns the adult secrets of sex and violence into popular entertainment and pitches both news and advertising at the intellectual level of ten-year-olds.

    It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

    Taking examples from sources as diverse as Plato and Steven Spielberg, author Julian Baggini presents abstract philosophical issues in concrete terms, suggesting possible solutions while encouraging readers to draw their own conclusions: Lively, clever, and thought-provoking, The Pig That Wants to Be Eaten is a portable feast for the mind that is sure to satisfy any intellectual appetite.

    "Nonsense," says the sensible Bernard Suits: "playing a game is a voluntary attempt to overcome unnecessary obstacles." The short book Suits wrote demonstrating precisely that is as playful as it is insightful, as stimulating as it is delightful. Suits not only argues that games can be meaningfully defined; he also suggests that playing games is a central part of the ideal of human existence, so games belong at the heart of any vision of Utopia. Originally published in 1978, The Grasshopper is now re-issued with a new introduction by Thomas Hurka and with additional material (much of it previously unpublished) by the author, in which he expands on the ideas put forward in The Grasshopper and answers some questions that have been raised by critics.

    But Plato’s role in shaping philosophy was pivotal. On her way to considering the place of philosophy in our ongoing intellectual life, Goldstein tells a new story of its origin, re-envisioning the extraordinary culture that produced the man who produced philosophy. But it is primarily the fate of philosophy that concerns her. Is the discipline no more than a way of biding our time until the scientists arrive on the scene? Have they already arrived? Does philosophy itself ever make progress? And if it does, why is so ancient a figure as Plato of any continuing relevance? Plato at the Googleplex is Goldstein’s startling investigation of these conundra. She interweaves her narrative with Plato’s own choice for bringing ideas to life—the dialogue. Imagine that Plato came to life in the twenty-first century and embarked on a multicity speaking tour. How would he handle the host of a cable news program who denies there can be morality without religion?  How would he mediate a debate between a Freudian psychoanalyst and a tiger mom on how to raise the perfect child? How would he answer a neuroscientist who, about to scan Plato’s brain, argues that science has definitively answered the questions of free will and moral agency? What would Plato make of Google, and of the idea that knowledge can be crowd-sourced rather than reasoned out by experts? With a philosopher’s depth and a novelist’s imagination and wit, Goldstein probes the deepest issues confronting us by allowing us to eavesdrop on Plato as he takes on the modern world.(With black-and-white photographs throughout.)

    Its starting point is the annual Turing Test, which pits artificial intelligence programs against people to determine if computers can “think.”Named for computer pioneer Alan Turing, the Tur­ing Test convenes a panel of judges who pose questions—ranging anywhere from celebrity gossip to moral conundrums—to hidden contestants in an attempt to discern which is human and which is a computer. The machine that most often fools the panel wins the Most Human Computer Award. But there is also a prize, bizarre and intriguing, for the Most Human Human.In 2008, the top AI program came short of passing the Turing Test by just one astonishing vote. In 2009, Brian Christian was chosen to participate, and he set out to make sure Homo sapiens would prevail.The author’s quest to be deemed more human than a com­puter opens a window onto our own nature. Interweaving modern phenomena like customer service “chatbots” and men using programmed dialogue to pick up women in bars with insights from fields as diverse as chess, psychiatry, and the law, Brian Christian examines the philosophical, bio­logical, and moral issues raised by the Turing Test.One central definition of human has been “a being that could reason.” If computers can reason, what does that mean for the special place we reserve for humanity?

    Sometimes our best efforts can result in the opposite of what we want over time. How can we avoid these unwanted results? If we apply conventional thinking to complex issues, we often maintain or increase the very problems we want to fix. There is, however, a solution to get the desired results. Think in Systems is a concise information manual offering high-level problem-solving methods for personal and global issues. The book presents the main features of systems thinking in an understandable and everyday manner, helping you to develop this skill top analysts and world leaders use. If you thought that complex thinking is only for people who deal with complex issues like running a company or country, think again. Every issue is complex. Running out of gas is a simple problem, but I’m sure you’re dealing with much greater headaches on a daily basis. Your life is a system. Everything that is connected to your system (life) is a part of it. However, you are just a subsystem in the larger picture. Your town, country, the world, the solar system are all bigger systems you are a part of. These systems are interconnected. Whatever you do will affect the system and whatever the system does will affect your life. Systems can have positive and negative effect on your life – or on the life of people generally. The greatest problems like hunger, war, and poverty are all failures in the system. Similarly, fights with your loved ones, being stuck in a rut at your job are also system failures. They are not only your fault. Thus they can’t be fixed with a simple cause-effect thinking. Learn to use systems thinking in your business, relationships, friendships, and general political, socio-economic, and environmental issues. Systems thinking boosts your critical thinking skills, makes you more logical, enhances your analytical abilities, and makes you more creative. Systems thinking won’t put extra pressure on your cognition. Quite the contrary, you’ll have fewer headaches knowing that you surely didn’t miss any detail when you tried to solve a problem. "We cannot solve our problems with the same thinking we used when we created them." Albert Einstein • Learn the main aspects, concepts, and models of systems thinking. • Design models and systems maps to solve your problems • Find solutions to your underlying problems, not just the symptoms • Improve your mental health, wealth, and relationships Systems thinking is a relatively new discipline which doesn’t get the exposure it deserves. However, our world grows more connected, interdependent and complex with each passing day. Becoming a systems thinker will help you to overcome your confusion and fear of missing the whole picture, and help you find more effective solutions to your personal (and if you are up to it), global problems. •Widen your understanding of international economic, political, and socio-economic affairs •Manage your business better •The most helpful materials, books, and experts to learn even more about systems thinking Identify your problems more accurately. Find solutions to your problems, don’t just treat the symptoms.

    Of particular importance is the examination of Bayesianism and the new experimentalism, as well as new chapters on the nature of scientific laws and recent trends in the realism versus anti-realism debate."Crisp, lucid and studded with telling examples… As a handy guide to recent alarums and excursions (in the philosophy of science) I find this book vigorous, gallant and useful."New Scientist

    Dewey's ideas were seldom adopted in America's public schools, although a number of his prescriptions have been continually advocated by those who have had to teach in them.

    In this book Saul Kripke brings his powerful philosophic intelligence to bear on Wittgenstein's analysis of the notion of following a rule.

    Here, for the first time and in detail, Zimbardo tells the full story of the Stanford Prison Experiment, the landmark study in which a group of college-student volunteers was randomly divided into “guards” and “inmates” and then placed in a mock prison environment. Within a week, the study was abandoned, as ordinary college students were transformed into either brutal, sadistic guards or emotionally broken prisoners. By illuminating the psychological causes behind such disturbing metamorphoses, Zimbardo enables us to better understand a variety of harrowing phenomena, from corporate malfeasance to organized genocide to how once upstanding American soldiers came to abuse and torture Iraqi detainees in Abu Ghraib. He replaces the long-held notion of the “bad apple” with that of the “bad barrel”—the idea that the social setting and the system contaminate the individual, rather than the other way around.

    If you master this skill, you'll achieve extraordinary results.Deep work is the ability to focus without distraction on a cognitively demanding task. It's a skill that allows you to quickly master complicated information and produce better results in less time. Deep work will make you better at what you do and provide the sense of true fulfillment that comes from craftsmanship. In short, deep work is like a super power in our increasingly competitive twenty-first century economy. And yet, most people have lost the ability to go deep-spending their days instead in a frantic blur of e-mail and social media, not even realizing there's a better way.In Deep Work, author and professor Cal Newport flips the narrative on impact in a connected age. Instead of arguing distraction is bad, he instead celebrates the power of its opposite. Dividing this book into two parts, he first makes the case that in almost any profession, cultivating a deep work ethic will produce massive benefits. He then presents a rigorous training regimen, presented as a series of four "rules," for transforming your mind and habits to support this skill.A mix of cultural criticism and actionable advice, Deep Work takes the reader on a journey through memorable stories-from Carl Jung building a stone tower in the woods to focus his mind, to a social media pioneer buying a round-trip business class ticket to Tokyo to write a book free from distraction in the air-and no-nonsense advice, such as the claim that most serious professionals should quit social media and that you should practice being bored. Deep Work is an indispensable guide to anyone seeking focused success in a distracted world.

    An incisive observer, writer, and participant in today’s social movements, Zeynep Tufekci explains in this accessible and compelling book the nuanced trajectories of modern protests—how they form, how they operate differently from past protests, and why they have difficulty persisting in their long-term quests for change.   Tufekci speaks from direct experience, combining on-the-ground interviews with insightful analysis. She describes how the internet helped the Zapatista uprisings in Mexico, the necessity of remote Twitter users to organize medical supplies during Arab Spring, the refusal to use bullhorns in the Occupy Movement that started in New York, and the empowering effect of tear gas in Istanbul’s Gezi Park. These details from life inside social movements complete a moving investigation of authority, technology, and culture—and offer essential insights into the future of governance.From New York Times opinion columnist Zeynep Tufekci, an firsthand account and incisive analysis of the role of social media in modern protest“[Tufekci’s] personal experience in the squares and streets, melded with her scholarly insights on technology and communication platforms, makes [this] such an unusual and illuminating work.”—Carlos Lozada, Washington Post “Twitter and Tear Gas is packed with evidence on how social media has changed social movements, based on rigorous research and placed in historical context.”—Hannah Kuchler, Financial Times

    De Waal reminds readers through his account of the chimps' sexual rivalries and coalitions, and intelligent rather than instinctual actions, that the roots of politics are older than humanity.