Social Physics: How Good Ideas Spread— The Lessons from a New Science


Alex Pentland - 2014
    Over years of groundbreaking experiments, he has distilled remarkable discoveries significant enough to become the bedrock of a whole new scientific field: social physics. Humans have more in common with bees than we like to admit: We’re social creatures first and foremost. Our most important habits of action—and most basic notions of common sense—are wired into us through our coordination in social groups. Social physics is about idea flow, the way human social networks spread ideas and transform those ideas into behaviors. Thanks to the millions of digital bread crumbs people leave behind via smartphones, GPS devices, and the Internet, the amount of new information we have about human activity is truly profound. Until now, sociologists have depended on limited data sets and surveys that tell us how people say they think and behave, rather than what they actually do. As a result, we’ve been stuck with the same stale social structures—classes, markets—and a focus on individual actors, data snapshots, and steady states. Pentland shows that, in fact, humans respond much more powerfully to social incentives that involve rewarding others and strengthening the ties that bind than incentives that involve only their own economic self-interest. Pentland and his teams have found that they can study patterns of information exchange in a social network without any knowledge of the actual content of the information and predict with stunning accuracy how productive and effective that network is, whether it’s a business or an entire city. We can maximize a group’s collective intelligence to improve performance and use social incentives to create new organizations and guide them through disruptive change in a way that maximizes the good. At every level of interaction, from small groups to large cities, social networks can be tuned to increase exploration and engagement, thus vastly improving idea flow.  Social Physics will change the way we think about how we learn and how our social groups work—and can be made to work better, at every level of society. Pentland leads readers to the edge of the most important revolution in the study of social behavior in a generation, an entirely new way to look at life itself.

The Dream Machine: J.C.R. Licklider and the Revolution That Made Computing Personal


M. Mitchell Waldrop - 2001
    C. R. Licklider, whose visionary dream of a human-computer symbiosis transformed the course of modern science and led to the development of the personal computer. Reprint.

Thinking Machines: The Quest for Artificial Intelligence--And Where It's Taking Us Next


Luke Dormehl - 2016
    But the truth is that Artificial Intelligence is already among us. It exists in our smartphones, fitness trackers, and refrigerators that tell us when the milk will expire. In some ways, the future people dreamed of at the World's Fair in the 1960s is already here. We're teaching our machines how to think like humans, and they're learning at an incredible rate.In Thinking Machines, technology journalist Luke Dormehl takes you through the history of AI and how it makes up the foundations of the machines that think for us today. Furthermore, Dormehl speculates on the incredible--and possibly terrifying--future that's much closer than many would imagine. This remarkable book will invite you to marvel at what now seems commonplace and to dream about a future in which the scope of humanity may need to broaden itself to include intelligent machines.

The Design of Design: Essays from a Computer Scientist


Frederick P. Brooks Jr. - 2010
    But what do we really know about the design process? What leads to effective, elegant designs? The Design of Design addresses these questions. These new essays by Fred Brooks contain extraordinary insights for designers in every discipline. Brooks pinpoints constants inherent in all design projects and uncovers processes and patterns likely to lead to excellence. Drawing on conversations with dozens of exceptional designers, as well as his own experiences in several design domains, Brooks observes that bold design decisions lead to better outcomes. The author tracks the evolution of the design process, treats collaborative and distributed design, and illuminates what makes a truly great designer. He examines the nuts and bolts of design processes, including budget constraints of many kinds, aesthetics, design empiricism, and tools, and grounds this discussion in his own real-world examples--case studies ranging from home construction to IBM's Operating System/360. Throughout, Brooks reveals keys to success that every designer, design project manager, and design researcher should know.

The Fourth Industrial Revolution


Klaus Schwab - 2016
    Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human.Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wear­able sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manu­facturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials.The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individu­als. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frame­works that advance progress.

The Tyranny of Metrics


Jerry Z. Muller - 2017
    But in our zeal to instill the evaluation process with scientific rigor, we've gone from measuring performance to fixating on measuring itself. The result is a tyranny of metrics that threatens the quality of our lives and most important institutions. In this timely and powerful book, Jerry Muller uncovers the damage our obsession with metrics is causing--and shows how we can begin to fix the problem.Filled with examples from education, medicine, business and finance, government, the police and military, and philanthropy and foreign aid, this brief and accessible book explains why the seemingly irresistible pressure to quantify performance distorts and distracts, whether by encouraging "gaming the stats" or "teaching to the test." That's because what can and does get measured is not always worth measuring, may not be what we really want to know, and may draw effort away from the things we care about. Along the way, we learn why paying for measured performance doesn't work, why surgical scorecards may increase deaths, and much more. But metrics can be good when used as a complement to--rather than a replacement for--judgment based on personal experience, and Muller also gives examples of when metrics have been beneficial.Complete with a checklist of when and how to use metrics, The Tyranny of Metrics is an essential corrective to a rarely questioned trend that increasingly affects us all.

I Live in the Future & Here's How It Works: Why Your World, Work, and Brain Are Being Creatively Disrupted


Nick Bilton - 2010
    In fact, as Bilton shows, the digital era we are part of is, in all its creative and disruptive forms, the foundation for exciting and engaging experiences not only for business but society as well.Both visionary and practical, I Live in the Future & Here’s How It Works captures the zeitgeist of an emerging age, providing the understanding of how a radically changed media world is influencing human behavior:   • With a walk on the wild side—through the porn industry—we see how this business model is leading the way, adapting product to consumer needs and preferences and beating piracy.    • By understanding how the Internet is creating a new type of consumer, the “consumnivore,” living in a world where immediacy trumps quality and quantity, we see who is dictating the type of content being created.    • Through exploring the way our brains are adapting, we gain a new understanding of the positive effect of new media narratives on thinking and action. One fascinating study, for example, shows that surgeons who play video games are more skillful than their nonplaying counterparts.    • Why social networks, the openness of the Internet, and handy new gadgets are not just vehicles for telling the world what you had for breakfast but are becoming the foundation for “anchoring communities” that tame information overload and help determine what news and information to trust and consume and what to ignore.    • Why the map of tomorrow is centered on “Me,” and why that simple fact means a totally new approach to the way media companies shape content.    • Why people pay for experiences, not content; and why great storytelling and extended relationships will prevail and enable businesses to engage with customers in new ways that go beyond merely selling information, instead creating unique and meaningful experiences.  I Live in the Future & Here’s How It Works walks its own talk by creating a unique reader experience: Semacodes embedded in both print and eBook versions will take readers directly to Bilton’s website (www.NickBilton.com), where they can access videos of the author further developing his point of view and also delve into the research that was key to shaping the central ideas of the book. The website will also offer links to related content and the ability to comment on a chapter, allowing the reader to join the conversation.

The Book of Why: The New Science of Cause and Effect


Judea Pearl - 2018
    Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

The Internet of Money


Andreas M. Antonopoulos - 2016
    Acclaimed information-security expert and author of Mastering Bitcoin, Andreas M. Antonopoulos examines and contextualizes the significance of bitcoin through a series of essays spanning the exhilarating maturation of this technology. Bitcoin, a technological breakthrough quietly introduced to the world in 2008, is transforming much more than finance. Bitcoin is disrupting antiquated industries to bring financial independence to billions worldwide. In this book, Andreas explains why bitcoin is a financial and technological evolution with potential far exceeding the label “digital currency.” Andreas goes beyond exploring the technical functioning of the bitcoin network by illuminating bitcoin’s philosophical, social, and historical implications. As the internet has essentially transformed how people around the world interact and has permanently impacted our lives in ways we never could have imagined, bitcoin -- the internet of money -- is fundamentally changing our approach to solving social, political, and economic problems through decentralized technology.

The Fourth Paradigm: Data-Intensive Scientific Discovery


Tony Hey - 2009
    Increasingly, scientific breakthroughs will be powered by advanced computing capabilities that help researchers manipulate and explore massive datasets. The speed at which any given scientific discipline advances will depend on how well its researchers collaborate with one another, and with technologists, in areas of eScience such as databases, workflow management, visualization, and cloud-computing technologies. This collection of essays expands on the vision of pioneering computer scientist Jim Gray for a new, fourth paradigm of discovery based on data-intensive science and offers insights into how it can be fully realized.

Technopoly: The Surrender of Culture to Technology


Neil Postman - 1992
    In this witty, often terrifying work of cultural criticism, the author of Amusing Ourselves to Death chronicles our transformation into a Technopoly: a society that no longer merely uses technology as a support system but instead is shaped by it--with radical consequences for the meanings of politics, art, education, intelligence, and truth.

The End of Absence: Reclaiming What We've Lost in a World of Constant Connection


Michael Harris - 2014
    What does this unavoidable fact mean?For future generations, it won't mean anything very obvious. They will be so immersed in online life that questions about the Internet's basic purpose or meaning will vanish.But those of us who have lived both with and without the crowded connectivity of online life have a rare opportunity. We can still recognize the difference between Before and After. We catch ourselves idly reaching for our phones at the bus stop. Or we notice how, mid-conversation, a fumbling friend dives into the perfect recall of Google.In this eloquent and thought-provoking book, Michael Harris argues that amid all the changes we're experiencing, the most interesting is the one that future generations will find hardest to grasp. That is the end of absence-the loss of lack. The daydreaming silences in our lives are filled; the burning solitudes are extinguished. There's no true "free time" when you carry a smartphone. Today's rarest commodity is the chance to be alone with your own thoughts.

Dragnet Nation: A Quest for Privacy, Security, and Freedom in a World of Relentless Surveillance


Julia Angwin - 2014
    We are being watched.We see online ads from websites we've visited, long after we've moved on to other interests. Our smartphones and cars transmit our location, enabling us to know what's in the neighborhood but also enabling others to track us. And the federal government, we recently learned, has been conducting a massive data-gathering surveillance operation across the Internet and on our phone lines.In Dragnet Nation, award-winning investigative journalist Julia Angwin reports from the front lines of America's surveillance economy, offering a revelatory and unsettling look at how the government, private companies, and even criminals use technology to indiscriminately sweep up vast amounts of our personal data. In a world where we can be watched in our own homes, where we can no longer keep secrets, and where we can be impersonated, financially manipulated, or even placed in a police lineup, Angwin argues that the greatest long-term danger is that we start to internalize the surveillance and censor our words and thoughts, until we lose the very freedom that makes us unique individuals. Appalled at such a prospect, Angwin conducts a series of experiments to try to protect herself, ranging from quitting Google to carrying a "burner" phone, showing how difficult it is for an average citizen to resist the dragnets' reach.Her book is a cautionary tale for all of us, with profound implications for our values, our society, and our very selves.

Love in the Time of Algorithms: How Online Dating Shapes Our Relationships


Dan Slater - 2013
    Thanks to the efficiency of the Internet, compatible mates are no longer a scarce commodity. Efficiency and control are altering perceptions of what's possible and reconditioning feelings about stability and commitment. Full description

Staying Alive: Women, Ecology and Development


Vandana Shiva - 1988
    In Staying Alive she defines the links between ecological crises, colonialism, and the oppression of women. It is a scholarly and polemical plea for the rediscovery of the ‘feminine principle’ in human interaction with the natural world, not as a gender-based quality, rather an organizing principle, a way of seeing the world.” —the Guardian In this pioneering work, Vandana Shiva looks at the history of development and progress, stripping away the neutral language of science to reveal third-world development policy as the global twin of the industrial revolution. As Shiva makes clear, the way this development paradigm is being implemented—through violence against nature and women—threatens survival itself. She focuses on how rural Indian women experience and perceive the causes and effects of ecological destruction, and how they conceive of and initiate processes to stop the destruction and begin regeneration. As the world continues to follow destructive paths of development, Shiva’s Staying Alive is a fiercely relevant book that positions women not solely as survivors of the crisis, but as the source of crucial insights and visions to guide our struggle. Vandana Shiva is the author of many books, including Staying Alive, Earth Democracy, and Soil Not Oil. She is a leader in the International Forum on Globalization (IFG) and the Slow Food movement.