The Creativity Code: How AI Is Learning to Write, Paint and Think


Marcus du Sautoy - 2019
    They can navigate more data than a doctor or lawyer and act with greater precision. For many years we’ve taken solace in the notion that they can’t create. But now that algorithms can learn and adapt, does the future of creativity belong to machines, too?It is hard to imagine a better guide to the bewildering world of artificial intelligence than Marcus du Sautoy, a celebrated Oxford mathematician whose work on symmetry in the ninth dimension has taken him to the vertiginous edge of mathematical understanding. In The Creativity Code he considers what machine learning means for the future of creativity. The Pollockizer can produce drip paintings in the style of Jackson Pollock, Botnik spins off fanciful (if improbable) scenes inspired by J. K. Rowling, and the music-composing algorithm Emmy managed to fool a panel of Bach experts. But do these programs just mimic, or do they have what it takes to create? Du Sautoy argues that to answer this question, we need to understand how the algorithms that drive them work―and this brings him back to his own subject of mathematics, with its puzzles, constraints, and enticing possibilities.While most recent books on AI focus on the future of work, The Creativity Code moves us to the forefront of creative new technologies and offers a more positive and unexpected vision of our future cohabitation with machines. It challenges us to reconsider what it means to be human―and to crack the creativity code.

Calling Bullshit: The Art of Skepticism in a Data-Driven World


Carl T. Bergstrom - 2020
    Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.

Brainiac: Adventures in the Curious, Competitive, Compulsive World of Trivia Buffs


Ken Jennings - 2006
    Brainiac traces his rise from anonymous computer programmer to nerd folk icon. But along the way, it also explores his newly conquered kingdom: the world of trivia itself.Jennings had always been minutiae-mad, poring over almanacs and TV Guide listings at an age when most kids are still watching Elmo and putting beans up their nose. But trivia, he has found, is centuries older than his childhood obsession with it. Whisking us from the coffeehouses of seventeenth-century London to the Internet age, Jennings chronicles the ups and downs of the trivia fad: the quiz book explosion of the Jazz Age; the rise, fall, and rise again of TV quiz shows; the nostalgic campus trivia of the 1960s; and the 1980s, when Trivial Pursuit® again made it fashionable to be a know-it-all.Jennings also investigates the shadowy demimonde of today’s trivia subculture, guiding us on a tour of trivia hotspots across America. He goes head-to-head with the blowhards and diehards of the college quiz-bowl circuit, the slightly soused faithful of the Boston pub trivia scene, and the raucous participants in the annual Q&A marathon in Stevens Point, Wisconsin, “The World’s Largest Trivia Contest.” And, of course, he takes us behind the scenes of his improbable 75-game run on Jeopardy!But above all, Brainiac is a love letter to the useless fact. What marsupial has fingerprints that are indistinguishable from human ones?* What planet has a crater on it named after Laura Ingalls Wilder?** What comedian had the misfortune to be born with the name “Albert Einstein”?*** Jennings also ponders questions that are a little more philosophical: What separates trivia from meaningless facts? Is being good at trivia a mark of intelligence? And is trivia just a waste of time, or does it serve some not-so-trivial purpose after all?Uproarious, silly, engaging, and erudite, this book is an irresistible celebration of nostalgia, curiosity, and nerdy obsession–in a word, trivia.* The koala** Venus*** Albert BrooksFrom the Hardcover edition.

Perfectly Reasonable Deviations from the Beaten Track: Letters of Richard P. Feynman


Richard P. Feynman - 2004
    Even before he won the Nobel Prize in 1965, his unorthodox and spellbinding lectures on physics secured his reputation amongst students and seekers around the world. It was his outsized love for life, however, that earned him the status of an American cultural icon - here was an extraordinary intellect devoted to the proposition that the thrill of discovery was matched only by the joy of communicating it to others." In this career-spanning collection of letters, many published here for the first time, we are able to see this side of Feynman like never before. Perfectly Reasonable Deviations from the Beaten Track covers a dazzling array of topics and themes, scientific developments and personal histories. With missives to and from scientific luminaries, as well as letters to and from fans, family, students, crackpots, as well as everyday people eager for Feynman's wisdom and counsel, the result is a de facto guide to life, and eloquent testimony to the human quest for knowledge at all levels.Published in the UK as Don't You Have Time to Think?

Disrupted: My Misadventure in the Start-Up Bubble


Dan Lyons - 2016
    His job no longer existed. "I think they just want to hire younger people," his boss at Newsweek told him. Fifty years old and with a wife and two young kids, Dan was, in a word, screwed. Then an idea hit. Dan had long reported on Silicon Valley and the tech explosion. Why not join it? HubSpot, a Boston start-up, was flush with $100 million in venture capital. They offered Dan a pile of stock options for the vague role of "marketing fellow." What could go wrong? HubSpotters were true believers: They were making the world a better place ... by selling email spam. The office vibe was frat house meets cult compound: The party began at four thirty on Friday and lasted well into the night; "shower pods" became hook-up dens; a push-up club met at noon in the lobby, while nearby, in the "content factory," Nerf gun fights raged. Groups went on "walking meetings," and Dan's absentee boss sent cryptic emails about employees who had "graduated" (read: been fired). In the middle of all this was Dan, exactly twice the age of the average HubSpot employee, and literally old enough to be the father of most of his co-workers, sitting at his desk on his bouncy-ball "chair."Mixed in with Lyons's uproarious tale of his rise and fall at Hubspot is a trenchant analysis of the start-up world, a de facto conspiracy between those who start companies and those who fund them, a world where bad ideas are rewarded with hefty investments, where companies blow money lavishing perks on their post-collegiate workforces, and where everybody is trying to hang on just long enough to reach an IPO and cash out. With a cast of characters that includes devilish angel investors, fad-chasing venture capitalists, entrepreneurs and "wantrapreneurs," bloggers and brogrammers, social climbers and sociopaths, Disrupted is a gripping and definitive account of life in the (second) tech bubble.

Antisocial: Online Extremists, Techno-Utopians, and the Hijacking of the American Conversation


Andrew Marantz - 2019
     For several years, Andrew Marantz, a New Yorker staff writer, has been embedded in two worlds. The first is the world of social-media entrepreneurs, who, acting out of naïvete and reckless ambition, upended all traditional means of receiving and transmitting information. The second is the world of the people he calls "the gate crashers"—the conspiracists, white supremacists, and nihilist trolls who have become experts at using social media to advance their corrosive agenda. Antisocial ranges broadly—from the first mass-printed books to the trending hashtags of the present; from secret gatherings of neo-Fascists to the White House press briefing room—and traces how the unthinkable becomes thinkable, and then how it becomes reality. Combining the keen narrative detail of Bill Buford's Among the Thugs and the sweep of George Packer's The Unwinding, Antisocial reveals how the boundaries between technology, media, and politics have been erased, resulting in a deeply broken informational landscape—the landscape in which we all now live. Marantz shows how alienated young people are led down the rabbit hole of online radicalization, and how fringe ideas spread—from anonymous corners of social media to cable TV to the President's Twitter feed. Marantz also sits with the creators of social media as they start to reckon with the forces they've unleashed. Will they be able to solve the communication crisis they helped bring about, or are their interventions too little too late?

Shop Class as Soulcraft: An Inquiry Into the Value of Work


Matthew B. Crawford - 2009
    On both economic and psychological grounds, author Matthew B. Crawford questions the educational imperative of turning everyone into a "knowledge worker," based on a misguided separation of thinking from doing. Using his own experience as an electrician and mechanic, Crawford presents a wonderfully articulated call for self-reliance and a moving reflection on how we can live concretely in an ever more abstract world.

Endgame: Bobby Fischer's Remarkable Rise and Fall—From America's Brightest Prodigy to the Edge of Madness


Frank Brady - 2011
    and remarkable powers of concentration, Bobby memorized hundreds of chess books in several languages, and he was only 13 when he became the youngest chess master in U.S. history.   But his strange behavior started early.  In 1972, at the historic Cold War showdown in Reykjavik, Iceland, where he faced Soviet champion Boris Spassky, Fischer made headlines with hundreds of petty demands that nearly ended the competition.  It was merely a prelude to what was to come. Arriving back in the United States to a hero’s welcome, Bobby was mobbed wherever he went—a figure as exotic and improbable as any American pop culture had yet produced.  No player of a mere “board game” had ever ascended to such heights.  Commercial sponsorship offers poured in, ultimately topping $10 million—but Bobby demurred.  Instead, he began tithing his limited money to an apocalyptic religion and devouring anti-Semitic literature.   After years of poverty and a stint living on Los Angeles’ Skid Row, Bobby remerged in 1992 to play Spassky in a multi-million dollar rematch—but the experience only deepened a paranoia that had formed years earlier when he came to believe that the Soviets wanted him dead for taking away “their” title.  When the dust settled, Bobby was a wanted man—transformed into an international fugitive because of his decision to play in Montenegro despite U.S. sanctions.  Fearing for his life, traveling with bodyguards, and wearing a long leather coat to ward off knife attacks, Bobby lived the life of a celebrity fugitive – one drawn increasingly to the bizarre.  Mafiosi, Nazis, odd attempts to breed an heir who could perpetuate his chess-genius DNA—all are woven into his late-life tapestry.  And yet, as Brady shows, the most notable irony of Bobby Fischer’s strange descent – which had reached full plummet by 2005 when he turned down yet another multi-million dollar payday—is that despite his incomprehensible behavior, there were many who remained fiercely loyal to him.  Why that was so is at least partly the subject of this book—one that at last answers the question: “Who was Bobby Fischer?”

Linked: How Everything Is Connected to Everything Else and What It Means for Business, Science, and Everyday Life


Albert-László Barabási - 2002
    Albert-László Barabási, the nation’s foremost expert in the new science of networks and author of Bursts, takes us on an intellectual adventure to prove that social networks, corporations, and living organisms are more similar than previously thought. Grasping a full understanding of network science will someday allow us to design blue-chip businesses, stop the outbreak of deadly diseases, and influence the exchange of ideas and information. Just as James Gleick and the Erdos–Rényi model brought the discovery of chaos theory to the general public, Linked tells the story of the true science of the future and of experiments in statistical mechanics on the internet, all vital parts of what would eventually be called the Barabási–Albert model.

Cockpit Confidential: Everything You Need to Know about Air Travel: Questions, Answers, & Reflections


Patrick Smith - 2013
    Patrick Smith, airline pilot and author of the web's popular Ask the Pilot feature, separates the fact from fallacy and tells you everything you need to know...-How planes fly, and a revealing look at the men and women who fly them-Straight talk on turbulence, pilot training, and safety-The real story on congestion, delays, and the dysfunction of the modern airport-The myths and misconceptions of cabin air and cockpit automation-Terrorism in perspective, and a provocative look at security-Airfares, seating woes, and the pitfalls of airline customer service-The colors and cultures of the airlines we love to hateCockpit Confidential covers not only the nuts and bolts of flying, but also the grand theater of air travel, from airport architecture to inflight service to the excitement of travel abroad. It's a thoughtful, funny, at times deeply personal look into the strange and misunderstood world of commercial flying.It's the ideal book for frequent flyers, nervous passengers, and global travelers.Refreshed and vastly expanded from the original Ask the Pilot, with approximately 75 percent new material.

Some Girls: My Life in a Harem


Jillian Lauren - 2010
    The casting director told her that a rich businessman in Singapore would pay pretty American girls $20,000 if they stayed for two weeks to spice up his parties. Soon, Jillian was on a plane to Borneo, where she would spend the next eighteen months in the harem of Prince Jefri Bolkiah, youngest brother of the Sultan of Brunei, leaving behind her gritty East Village apartment for a palace with rugs laced with gold and trading her band of artist friends for a coterie of backstabbing beauties.More than just a sexy read set in an exotic land, Some Girls is also the story of how a rebellious teen found herself-and the courage to meet her birth mother and eventually adopt a baby boy.

How to Fly a Horse: The Secret History of Creation, Invention, and Discovery


Kevin Ashton - 2014
    Now, in a tour-de-force narrative twenty years in the making, Ashton leads us on a journey through humanity’s greatest creations to uncover the surprising truth behind who creates and how they do it. From the crystallographer’s laboratory where the secrets of DNA were first revealed by a long forgotten woman, to the electromagnetic chamber where the stealth bomber was born on a twenty-five-cent bet, to the Ohio bicycle shop where the Wright brothers set out to “fly a horse,” Ashton showcases the seemingly unremarkable individuals, gradual steps, multiple failures, and countless ordinary and usually uncredited acts that lead to our most astounding breakthroughs.Creators, he shows, apply in particular ways the everyday, ordinary thinking of which we are all capable, taking thousands of small steps and working in an endless loop of problem and solution. He examines why innovators meet resistance and how they overcome it, why most organizations stifle creative people, and how the most creative organizations work. Drawing on examples from art, science, business, and invention, from Mozart to the Muppets, Archimedes to Apple, Kandinsky to a can of Coke, How to Fly a Horse is a passionate and immensely rewarding exploration of how “new” comes to be.

Committed: A Skeptic Makes Peace with Marriage


Elizabeth Gilbert - 2009
    Resettling in America, the couple swore eternal fidelity to each other, but also swore to never, ever, under any circumstances get legally married. (Both were survivors of previous bad divorces. Enough said.) But providence intervened one day in the form of the United States government, which-after unexpectedly detaining Felipe at an American border crossing-gave the couple a choice: they could either get married, or Felipe would never be allowed to enter the country again. Having been effectively sentenced to wed, Gilbert tackled her fears of marriage by delving into this topic completely, trying with all her might to discover through historical research, interviews, and much personal reflection what this stubbornly enduring old institution actually is. Told with Gilbert's trademark wit, intelligence and compassion, Committed attempts to "turn on all the lights" when it comes to matrimony, frankly examining questions of compatibility, infatuation, fidelity, family tradition, social expectations, divorce risks and humbling responsibilities. Gilbert's memoir is ultimately a clear-eyed celebration of love with all the complexity and consequence that real love, in the real world, actually entails.

Cult of the Dead Cow: How the Original Hacking Supergroup Might Just Save the World


Joseph Menn - 2019
    Though until now it has remained mostly anonymous, its members invented the concept of hacktivism, released the top tool for testing password security, and created what was for years the best technique for controlling computers from afar, forcing giant companies to work harder to protect customers. They contributed to the development of Tor, the most important privacy tool on the net, and helped build cyberweapons that advanced US security without injuring anyone. With its origins in the earliest days of the Internet, the cDc is full of oddball characters -- activists, artists, even future politicians. Many of these hackers have become top executives and advisors walking the corridors of power in Washington and Silicon Valley. The most famous is former Texas Congressman and current presidential candidate Beto O'Rourke, whose time in the cDc set him up to found a tech business, launch an alternative publication in El Paso, and make long-shot bets on unconventional campaigns.Today, the group and its followers are battling electoral misinformation, making personal data safer, and battling to keep technology a force for good instead of for surveillance and oppression. Cult of the Dead Cow shows how governments, corporations, and criminals came to hold immense power over individuals and how we can fight back against them.

East West Street: On the Origins of "Genocide" and "Crimes Against Humanity"


Philippe Sands - 2016
    It begins in 2010 and moves backward and forward in time, from the present day to twentieth-century Poland, France, Germany, England, and America, ending in the courtroom of the Palace of Justice at the International Military Tribunal in Nuremberg in 1945. The book opens with the author being invited to give a lecture on genocide and crimes against humanity at Lviv University, welcomed as the first international law academic to give a lecture there on such subjects in fifty years. Sands accepted the invitation with the intent of learning about the extraordinary city with its rich cultural and intellectual life, home to his maternal grandfather, a Galician Jew who had been born there a century before and who’d moved to Vienna at the outbreak of the First World War, married, had a child (the author’s mother), and who then had moved to Paris after the German annexation of Austria in 1938. It was a life that had been shrouded in secrecy, with many questions not to be asked and fewer answers offered if they were. As the author uncovered, clue by clue, the deliberately obscured story of his grandfather’s mysterious life and of his flight first to Vienna and then to Paris, and of his mother’s journey as a child surviving Nazi occupation, Sands searched further into the history of the city of Lemberg and realized that his own field of humanitarian law had been forged by two men—Rafael Lemkin and Hersch Lauterpacht—each of whom had studied law at Lviv University in the city of his grandfather’s birth, each of whom had come to be considered the finest international legal mind of the twentieth century, each considered to be the father of the modern human rights movement, and each, at parallel times, forging diametrically opposite, revolutionary concepts of humanitarian law that had changed the world. In this extraordinary and resonant book, Sands looks at who these two very private men were, and at how and why, coming from similar Jewish backgrounds and the same city, studying at the same university, each developed the theory he did, showing how each man dedicated this period of his life to having his legal concept—“genocide” and “crimes against humanity”—as a centerpiece for the prosecution of Nazi war criminals. And the author writes of a third man, Hans Frank, Hitler’s personal lawyer, a Nazi from the earliest days who had destroyed so many lives, friend of Richard Strauss, collector of paintings by Leonardo da Vinci. Frank oversaw the ghetto in Lemberg in Poland in August 1942, in which the entire large Jewish population of the area had been confined on penalty of death. Frank, who was instrumental in the construction of concentration camps nearby and, weeks after becoming governor general of Nazi-occupied Poland, ordered the transfer of 133,000 men, women, and children to the death camps. Sands brilliantly writes of how all three men came together, in October 1945 in Nuremberg—Rafael Lemkin; Hersch Lauterpacht; and in the dock at the Palace of Justice, with the twenty other defendants of the Nazi high command, prisoner number 7, Hans Frank, who had overseen the extermination of more than a million Jews of Galicia and Lemberg, among them, the families of the author’s grandfather as well as those of Lemkin and Lauterpacht. A book that changes the way we look at the world, at our understanding of history and how civilization has tried to cope with mass murder. Powerful; moving; tender; a revelation.