Lights Out: Pride, Delusion, and the Fall of General Electric


Thomas Gryta - 2020
    For generations, it was job security, a solidly safe investment, and an elite business education for top managers.GE electrified America, powering everything from lightbulbs to turbines, and became fully integrated into the American societal mindset as few companies ever had. And after two decades of leadership under legendary CEO Jack Welch, GE entered the twenty-first century as America’s most valuable corporation. Yet, fewer than two decades later, the GE of old was gone.​Lights Out examines how Welch’s handpicked successor, Jeff Immelt, tried to fix flaws in Welch’s profit machine, while stumbling headlong into mistakes of his own. In the end, GE’s traditional win-at-all-costs driven culture seemed to lose its direction, which ultimately caused the company’s decline on both a personal and organizational scale. ​Lights Out details how one of America’s all-time great companies has been reduced to a cautionary tale for our times.

Human Compatible: Artificial Intelligence and the Problem of Control


Stuart Russell - 2019
    Conflict between humans and machines is seen as inevitable and its outcome all too predictable.In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines. He describes the near-term benefits we can expect, from intelligent personal assistants to vastly accelerated scientific research, and outlines the AI breakthroughs that still have to happen before we reach superhuman AI. He also spells out the ways humans are already finding to misuse AI, from lethal autonomous weapons to viral sabotage.If the predicted breakthroughs occur and superhuman AI emerges, we will have created entities far more powerful than ourselves. How can we ensure they never, ever, have power over us? Russell suggests that we can rebuild AI on a new foundation, according to which machines are designed to be inherently uncertain about the human preferences they are required to satisfy. Such machines would be humble, altruistic, and committed to pursue our objectives, not theirs. This new foundation would allow us to create machines that are provably deferential and provably beneficial.In a 2014 editorial co-authored with Stephen Hawking, Russell wrote, "Success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last." Solving the problem of control over AI is not just possible; it is the key that unlocks a future of unlimited promise.

BOOM: Oil, Money, Cowboys, Strippers, and the Energy Rush That Could Change America Forever. A Long, Strange Journey Along the Keystone XL Pipeline (Kindle Single)


Tony Horwitz - 2014
    Armed with maps and cheerful curiosity, he travels from the oil-drunk boomtown of Fort McMurray, Alberta (a.k.a. Fort McMoney), down to the empty North Dakota plains, where mountains of pipe lie in wait for the torrent of crude that could soon start to flow if, as expected, the White House approves the controversial plan to turn on the spigots that will deliver oil from Canada directly to the Gulf of Mexico. Along the way, Horwitz meets a cavalcade of characters, including ranchers who either love or loathe the idea of oil flowing beneath their land, “rig pigs” and “cement heads” who are eager to make a buck in the tar fields, and strippers and other local entrepreneurs who are ready to help them spend it. He drives miles of lonesome road in his quest to understand what this pipeline means to everyone involved—from Native Americans to environmentalists to industry bureaucrats. He sees firsthand not only how an oil spill can devastate acres of rich farmland but how a town can be saved by an influx of new jobs. Over homemade farm dinners and countless tavern beers, Horwitz realizes that there are no easy answers, no right or wrong, no heroes or villains. The questions surrounding America’s energy future go beyond pat declarations about independence from foreign oil or destruction of Mother Earth. They go, some believe, to the very meaning of freedom. ABOUT THE AUTHOR Tony Horwitz is a Pulitzer Prize–winning journalist who spent a decade as a foreign correspondent, mainly covering wars and conflicts in the Middle East, Africa, and Europe for the “Wall Street Journal.” His books include the bestsellers “Confederates in the Attic,” “Blue Latitudes,” “Baghdad Without a Map,” and “A Voyage Long and Strange.” His most recent, “Midnight Rising,” was named a New York Times Notable Book of 2011 and one of the year’s ten best books by Library Journal and won the 2012 William Henry Seward Award for excellence in Civil War biography. Horwitz has also written for “The New Yorker” and “Smithsonian” and has been a fellow at Harvard’s Radcliffe Institute. He lives with his wife, Geraldine Brooks, and their sons, Nathaniel and Bizu, on Martha’s Vineyard. PRAISE FOR TONY HORWITZ “Horwitz wears himself lightly, and is extraordinarily good at drawing out strangers. Cheerfully energetic, he goes where a less intrepid reporter would not.” —Roy Blount, Jr., The New York Times “Like travel writer Bill Bryson, Horwitz has a penchant for meeting colorful characters and getting himself into bizarre situations.” —The Christian Science Monitor “Horwitz has an ear for a good yarn and an instinct for the trail leading to an entertaining anecdote.” —The Washington Post “A trip with Horwitz is as good as it gets.” —The Charlotte Observer

Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are


Seth Stephens-Davidowitz - 2017
    This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.

How Music Got Free: The End of an Industry, the Turn of the Century, and the Patient Zero of Piracy


Stephen Richard Witt - 2015
    It’s about the greatest pirate in history, the most powerful executive in the music business, a revolutionary invention and an illegal website four times the size of the iTunes Music Store. Journalist Stephen Witt traces the secret history of digital music piracy, from the German audio engineers who invented the mp3, to a North Carolina compact-disc manufacturing plant where factory worker Dell Glover leaked nearly two thousand albums over the course of a decade, to the high-rises of midtown Manhattan where music executive Doug Morris cornered the global market on rap, and, finally, into the darkest recesses of the Internet.Through these interwoven narratives, Witt has written a thrilling book that depicts the moment in history when ordinary life became forever entwined with the world online — when, suddenly, all the music ever recorded was available for free. In the page-turning tradition of writers like Michael Lewis and Lawrence Wright, Witt’s deeply-reported first book introduces the unforgettable characters—inventors, executives, factory workers, and smugglers—who revolutionized an entire artform, and reveals for the first time the secret underworld of media pirates that transformed our digital lives.An irresistible never-before-told story of greed, cunning, genius, and deceit, How Music Got Free isn’t just a story of the music industry—it’s a must-read history of the Internet itself.

The Romantic Manifesto


Ayn Rand - 1969
    Piercing the fog of mysticism and sentimentality that engulfs art, the essays in The Romantic Manifesto explain why, since time immemorial, man has created and consumed works of art.Ayn Rand argues that objective standards in art are possible because art is not a subjective luxury, but rather a critical need of human life—not a material need, but a need of man’s rational mind, the faculty on which his material survival depends.Ayn Rand explains the indispensable function of art in man’s life (ch. 1), the objective source of man’s deeply personal, emotional response to art (ch. 2), and how an artist’s fundamental, often unstated view of man and of the world shapes his creations (ch. 3).Turning to her own field of artistic creation, Rand elaborates (ch. 5) on her distinctive theory of literature and identifies principles by which to judge an artwork objectively. “What is Romanticism?” (ch. 6) sheds new light on the nature and philosophy of the school of literature under which Rand classified her own work. Later essays explain how contemporary art reveals the debased intellectual state of our culture (ch. 7, 8 and 9).In the final essay Rand articulates the goal of her own fiction writing as “the projection of an ideal man, as an end in itself”—and explains that she originated her philosophy as a means to this end.Table of ContentsIntroductionThe Psycho-Epistemology of ArtPhilosophy and Sense of LifeArt and Sense of LifeArt and CognitionBasic Principles of LiteratureWhat Is Romanticism?The Esthetic Vacuum of Our AgeBootleg RomanticismArt and Moral TreasonIntroduction to Ninety-ThreeThe Goal of My WritingThe Simplest Thing in the WorldIndex

The Art of Doing Science and Engineering: Learning to Learn


Richard Hamming - 1996
    By presenting actual experiences and analyzing them as they are described, the author conveys the developmental thought processes employed and shows a style of thinking that leads to successful results is something that can be learned. Along with spectacular successes, the author also conveys how failures contributed to shaping the thought processes. Provides the reader with a style of thinking that will enhance a person's ability to function as a problem-solver of complex technical issues. Consists of a collection of stories about the author's participation in significant discoveries, relating how those discoveries came about and, most importantly, provides analysis about the thought processes and reasoning that took place as the author and his associates progressed through engineering problems.

The Glass Cage: How Our Computers Are Changing Us


Nicholas Carr - 2014
    Even as they bring ease to our lives, these programs are stealing something essential from us.Drawing on psychological and neurological studies that underscore how tightly people’s happiness and satisfaction are tied to performing hard work in the real world, Carr reveals something we already suspect: shifting our attention to computer screens can leave us disengaged and discontented.From nineteenth-century textile mills to the cockpits of modern jets, from the frozen hunting grounds of Inuit tribes to the sterile landscapes of GPS maps, The Glass Cage explores the impact of automation from a deeply human perspective, examining the personal as well as the economic consequences of our growing dependence on computers.With a characteristic blend of history and philosophy, poetry and science, Carr takes us on a journey from the work and early theory of Adam Smith and Alfred North Whitehead to the latest research into human attention, memory, and happiness, culminating in a moving meditation on how we can use technology to expand the human experience.

Space Chronicles: Facing the Ultimate Frontier


Neil deGrasse Tyson - 2012
    After decades of global primacy, NASA has ended the space-shuttle program, cutting off its access to space. No astronauts will be launched in an American craft, from American soil, until the 2020s, and NASA may soon find itself eclipsed by other countries’ space programs.With his signature wit and thought-provoking insights, Neil deGrasse Tyson—one of our foremost thinkers on all things space—illuminates the past, present, and future of space exploration and brilliantly reminds us why NASA matters now as much as ever. As Tyson reveals, exploring the space frontier can profoundly enrich many aspects of our daily lives, from education systems and the economy to national security and morale. For America to maintain its status as a global leader and a technological innovator, he explains, we must regain our enthusiasm and curiosity about what lies beyond our world.Provocative, humorous, and wonderfully readable, Space Chronicles represents the best of Tyson’s recent commentary, including a must-read prologue on NASA and partisan politics. Reflecting on topics that range from scientific literacy to space-travel missteps, Tyson gives us an urgent, clear-eyed, and ultimately inspiring vision for the future.

A World Without Work: Technology, Automation, and How We Should Respond


Daniel Susskind - 2020
    For centuries, such fears have been misplaced, and many economists maintain that they remain so today. But as Daniel Susskind demonstrates, this time really is different. Breakthroughs in artificial intelligence mean that all kinds of jobs are increasingly at risk.Drawing on almost a decade of research in the field, Susskind argues that machines no longer need to think like us in order to outperform us, as was once widely believed. As a result, more and more tasks that used to be far beyond the capability of computers – from diagnosing illnesses to drafting legal contracts, from writing news reports to composing music – are coming within their reach. The threat of technological unemployment is now real.This is not necessarily a bad thing, Susskind emphasizes. Technological progress could bring about unprecedented prosperity, solving one of humanity’s oldest problems: how to make sure that everyone has enough to live on. The challenges will be to distribute this prosperity fairly, to constrain the burgeoning power of Big Tech, and to provide meaning in a world where work is no longer the center of our lives. Perceptive, pragmatic, and ultimately hopeful, A World Without Work shows the way.

The Alignment Problem: Machine Learning and Human Values


Brian Christian - 2020
    Today’s "machine-learning" systems, trained by data, are so effective that we’ve invited them to see and hear for us?and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem.Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole?and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands.The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software.In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story.The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence


Kate Crawford - 2020
    It draws our attention away from the bright shiny objects of the new colonialism through elucidating the social, material and political dimensions of Artificial Intelligence.”—Geoffrey C. Bowker, University of California, Irvine What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased racial, gender, and economic inequality. Drawing on more than a decade of research, award‑winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind “automated” services, to the data AI collects from us.    Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

Bitcoin: A Peer-to-Peer Electronic Cash System


Satoshi Nakamoto - 2011
    Users hold the crypto keys to their own money and transact directly with each other, with the help of a P2P network to check for double-spending.https://bitcoin.org/bitcoin.pdf

Paper: Paging Through History


Mark Kurlansky - 2016
    For the past two millennia, the ability to produce it in ever more efficient ways has supported the proliferation of literacy, media, religion, education, commerce, and art; it has formed the foundation of civilizations, promoting revolutions and restoring stability. One has only to look at history’s greatest press run, which produced 6.5 billion copies of Máo zhuxí yulu, Quotations from Chairman Mao Tse-tung (Zedong)—which doesn’t include editions in 37 foreign languages and in braille—to appreciate the range and influence of a single publication, in paper. Or take the fact that one of history’s most revered artists, Leonardo da Vinci, left behind only 15 paintings but 4,000 works on paper. And though the colonies were at the time calling for a boycott of all British goods, the one exception they made speaks to the essentiality of the material; they penned the Declaration of Independence on British paper.Now, amid discussion of “going paperless”—and as speculation about the effects of a digitally dependent society grows rampant—we’ve come to a world-historic juncture. Thousands of years ago, Socrates and Plato warned that written language would be the end of “true knowledge,” replacing the need to exercise memory and think through complex questions. Similar arguments were made about the switch from handwritten to printed books, and today about the role of computer technology. By tracing paper’s evolution from antiquity to the present, with an emphasis on the contributions made in Asia and the Middle East, Mark Kurlansky challenges common assumptions about technology’s influence, affirming that paper is here to stay. Paper will be the commodity history that guides us forward in the twenty-first century and illuminates our times.

Cathedral, Forge, and Waterwheel: Technology and Invention in the Middle Ages


Frances Gies - 1994
    Martin as source material for Game of Thrones, comes a classic book on innovation and technological change in medieval EuropeIn this account of Europe’s rise to world leadership in technology, Frances and Joseph Gies show how early modern technology and experimental science were direct outgrowths of the decisive innovations of medieval Europe, in the tools and techniques of agriculture, craft industry, metallurgy, building construction, navigation, and war. The Gieses report that many of Europe’s most important inventions—the horse harness, the stirrup, the magnetic compass, cotton and silk cultivation and manufacture, papermaking, firearms, and “Arabic” numerals—had their origins outside Europe, in China, India, and the Middle East. Europe synthesized its own innovations—the three-field system, water power in industry, the full-rigged ship, the putting-out system—into a powerful new combination of technology, economics, and politics.