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.

SuperBetter: A Revolutionary Approach to Getting Stronger, Happier, Braver and More Resilient - Powered by the Science of Games


Jane McGonigal - 2015
    Unable to think clearly, or work, or even get out of bed, she became anxious and depressed, even suicidal—a common symptom for concussion sufferers. But rather than let herself sink further, she decided to get better by doing what she does best: she turned her recovery process into a game. What started as a simple motivational exercise became a set of rules she shared on her blog. These rules became a digital game, then an online portal and a major research study with the National Institutes of Health. Today more than 400,000 people have played SuperBetter to get happier and healthier.But the ideas behind SuperBetter are much bigger than just one game. In this book, McGonigal reveals a decade’s worth of scientific research into the ways all games change how we respond to stress, challenge, and pain. She explains how we can cultivate new powers of recovery and resilience in everyday life simply by adopting a gameful mind-set. Being gameful means bringing the same psychological strengths we naturally display when we play games—such as optimism, creativity, courage, and determination—to real-world situations.McGonigal explores the best ways to harness these gameful skills in the real world not only to experience “posttraumatic growth,” but also to tackle positive life goals, achieving what she calls “postecstatic growth.” To show how, she shares stories and data from players who have followed the SuperBetter rules to get stronger, happier, and braver in the face of depression, anxiety, illness, and injury, as well as to achieve major goals like losing weight, running a marathon, or finding a new job.The SuperBetter method contains seven rules for activating gameful strengths in everyday life, distilled from McGonigal’s own pioneering work and that of others. SuperBetter the book turns these rules into playful challenges anyone can undertake while reading in a series of quests that explain the science behind the benefits. Playing by the seven rules begins to yield life-changing benefits in a matter of days, and eventually they become an ingrained skill set.Read by the author.Description: 12 audio discs (14 1/2 hr.) : digital

Small Data: The Tiny Clues that Uncover Huge Trends


Martin Lindstrom - 2016
    You’ll learn…• How a noise reduction headset at 35,000 feet led to the creation of Pepsi’s new trademarked signature sound.• How a worn down sneaker discovered in the home of an 11-year-old German boy led to LEGO’s incredible turnaround.• How a magnet found on a fridge in Siberia resulted in a U.S. supermarket revolution.• How a toy stuffed bear in a girl’s bedroom helped revolutionize a fashion retailer’s 1,000 stores in 20 different countries.• How an ordinary bracelet helped Jenny Craig increase customer loyalty by 159% in less than a year.• How the ergonomic layout of a car dashboard led to the redesign of the Roomba vacuum.

The Secret Life of Groceries: The Dark Miracle of the American Supermarket


Benjamin Lorr - 2020
    What does it take to run the American supermarket? How do products get to shelves? Who sets the price? And who suffers the consequences of increased convenience and efficiency? In this exposé, author Benjamin Lorr pulls back the curtain on this highly secretive industry. Combining deep sourcing and immersive reporting, Lorr leads a wild investigation in which we learn the secrets of Trader Joe's success from Trader Joe himself, why truckers call their job "sharecropping on wheels," what it takes for a product to earn certification labels like "organic" and "fair trade," the struggles entrepreneurs face as they fight for shelf space, including essential tips, tricks, and traps for any new food business, the truth behind the alarming slave trade in the shrimp industry and much more.

Mindf*ck: Cambridge Analytica and the Plot to Break America


Christopher Wylie - 2019
    Bannon had long sensed that deep within America's soul lurked an explosive tension. Cambridge Analytica had the data to prove it, and in 2016 Bannon had a presidential campaign to use as his proving ground.Christopher Wylie might have seemed an unlikely figure to be at the center of such an operation. Canadian and liberal in his politics, he was only twenty-four when he got a job with a London firm that worked with the U.K. Ministry of Defense and was charged putatively with helping to build a team of data scientists to create new tools to identify and combat radical extremism online. In short order, those same military tools were turned to political purposes, and Cambridge Analytica was born. Wylie's decision to become a whistleblower prompted the largest data crime investigation in history. His story is both exposé and dire warning about a sudden problem born of very new and powerful capabilities. It has not only exposed the profound vulnerabilities and profound carelessness in the enormous companies that drive the attention economy, it has also exposed the profound vulnerabilities of democracy itself. What happened in 2016 was just a trial run. Ruthless actors are coming for your data, and they want to control what you think.

An Ugly Truth: Inside Facebook's Battle for Domination


Sheera Frenkel - 2021
     Once one of Silicon Valley’s greatest success stories, Facebook has been under constant fire for the past five years, roiled by controversies and crises. It turns out that while the tech giant was connecting the world, they were also mishandling users’ data, spreading fake news, and amplifying dangerous, polarizing hate speech. The company, many said, had simply lost its way. But the truth is far more complex. Leadership decisions enabled, and then attempted to deflect attention from, the crises. Time after time, Facebook’s engineers were instructed to create tools that encouraged people to spend as much time on the platform as possible, even as those same tools boosted inflammatory rhetoric, conspiracy theories, and partisan filter bubbles. And while consumers and lawmakers focused their outrage on privacy breaches and misinformation, Facebook solidified its role as the world’s most voracious data-mining machine, posting record profits, and shoring up its dominance via aggressive lobbying efforts. Drawing on their unrivaled sources, Sheera Frenkel and Cecilia Kang take readers inside the complex court politics, alliances and rivalries within the company to shine a light on the fatal cracks in the architecture of the tech behemoth. Their explosive, exclusive reporting led them to a shocking conclusion: The missteps of the last five years were not an anomaly but an inevitability—this is how Facebook was built to perform. In a period of great upheaval, growth has remained the one constant under the leadership of Mark Zuckerberg and Sheryl Sandberg. Both have been held up as archetypes of uniquely 21st century executives—he the tech “boy genius” turned billionaire, she the ultimate woman in business, an inspiration to millions through her books and speeches. But sealed off in tight circles of advisers and hobbled by their own ambition and hubris, each has stood by as their technology is coopted by hate-mongers, criminals and corrupt political regimes across the globe, with devastating consequences. In An Ugly Truth, they are at last held accountable.

The End of Big: How the Internet Makes David the New Goliath


Nicco Mele - 2013
    Major political parties are seeing their power eroded by grassroots forces through online fund-raising. Universities are scrambling to preserve their student populations in the face of less expensive, more accessible online courses. Print and broadcast news outlets are struggling to compete with citizen journalists and bloggers. Our traditional institutions are being disrupted in revolutionary ways, some for the better. But, as Nicco Mele argues, the benefits of new technology come with unintended consequences. In The End of Big, Mele examines:- How fringe political forces enter the mainstream and gain traction using everyday technology - with the enormous potential to undermine central power- What happens when investigative journalism is replaced by ad hoc bloggers, mobile video, and instantaneous tweets...and whether they challenge or simply enable power- Why Web-based micro-businesses are outcompeting major corporations, and what innovations will alter the way we work, own things, and pay for goods and services- The collapse of traditional party politics, and the rise of a new kind of democracy, one which could produce dynamic and effective leaders...or demagogues- How citizen initiatives can replace local and state government functions, such as safety regulations, tax collection, and garbage pickup, and do so cheaper, faster, and betterMele argues that unless we exercise caution in our use of these new technologies, we risk a dark and wildly unstable future, one in which our freedoms and basic human values could be destroyed rather than enhanced. Both hopeful and alarming, The End of Big is a thought-provoking, passionately argued book that offers genuine insight into the ways we are using technology, and how it is radically changing our world in ways we are only now beginning to understand.

Bitcoin Billionaires: A True Story of Genius, Betrayal, and Redemption


Ben Mezrich - 2019
    While nursing their wounds in Ibiza, they accidentally run into an eccentric character who tells them about a brand-new idea: cryptocurrency. Immersing themselves in what is then an obscure and sometimes sinister world, they begin to realize “crypto” is, in their own words, "either the next big thing or total bulls--t." There’s nothing left to do but make a bet.From the Silk Road to the halls of the Securities and Exchange Commission, Bitcoin Billionaires will take us on a wild and surprising ride while illuminating a tantalizing economic future. On November 26, 2017, the Winklevoss brothers became the first bitcoin billionaires. Here’s the story of how they got there—as only Ben Mezrich could tell it.

The Geography of Genius: A Search for the World's Most Creative Places from Ancient Athens to Silicon Valley


Eric Weiner - 2016
    He explores the history of places, like Vienna of 1900, Renaissance Florence, ancient Athens, Song Dynasty Hangzhou, and Silicon Valley, to show how certain urban settings are conducive to ingenuity. And, with his trademark insightful humor, he walks the same paths as the geniuses who flourished in these settings to see if the spirit of what inspired figures like Socrates, Michelangelo, and Leonardo remains. In these places, Weiner asks, “What was in the air, and can we bottle it?”

Data, A Love Story: How I Gamed Online Dating to Meet My Match


Amy Webb - 2013
    Most don’t find true love. Thanks to Data, a Love Story, their odds just got a whole lot better. Data, A Love Story: How I Gamed Online Dating to Meet My Match is a lively, thought-provoking memoir about how one woman “gamed” the world of online dating—and met her eventual husband.

The Nineties


Chuck Klosterman - 2022
    It was long ago, but not as long as it seems: The Berlin Wall fell and the Twin Towers collapsed. In between, one presidential election was allegedly decided by Ross Perot while another was plausibly decided by Ralph Nader. In the beginning, almost every name and address was listed in a phone book, and everyone answered their landlines because you didn't know who it was. By the end, exposing someone's address was an act of emotional violence, and nobody picked up their new cell phone if they didn't know who it was. The '90s brought about a revolution in the human condition we're still groping to understand. Happily, Chuck Klosterman is more than up to the job. Beyond epiphenomena like Cop Killer and Titanic and Zima, there were wholesale shifts in how society was perceived: the rise of the internet, pre-9/11 politics, and the paradoxical belief that nothing was more humiliating than trying too hard. Pop culture accelerated without the aid of a machine that remembered everything, generating an odd comfort in never being certain about anything. On a '90s Thursday night, more people watched any random episode of Seinfeld than the finale of Game of Thrones. But nobody thought that was important; if you missed it, you simply missed it. It was the last era that held to the idea of a true, hegemonic mainstream before it all began to fracture, whether you found a home in it or defined yourself against it. In The Nineties, Chuck Klosterman makes a home in all of it: the film, the music, the sports, the TV, the politics, the changes regarding race and class and sexuality, the yin/yang of Oprah and Alan Greenspan. In perhaps no other book ever written would a sentence like, "The video for 'Smells Like Teen Spirit' was not more consequential than the reunification of Germany" make complete sense. Chuck Klosterman has written a multi-dimensional masterpiece, a work of synthesis so smart and delightful that future historians might well refer to this entire period as Klostermanian.

Bored and Brilliant: How Spacing Out Can Unlock Your Most Productive & Creative Self


Manoush Zomorodi - 2017
    Bored and Brilliant builds on that experiment to show us how to rethink our gadget use to live better and smarter in this new digital ecosystem. Manoush explains the connection between boredom and original thinking, exploring how we can harness boredom’s hidden benefits to become our most productive and creative selves without totally abandoning our gadgets in the process.Grounding the book in the neuroscience and cognitive psychology of “mind wandering”—what our brains do when we’re doing nothing at all—Manoush includes practical steps you can take to ease the nonstop busyness and enhance your ability to dream, wonder, and gain clarity in your work and life. The outcome is mind-blowing. Unplug and read on.

Originals: How Non-Conformists Move the World


Adam M. Grant - 2016
    How can we originate new ideas, policies, and practices without risking it all?   Using surprising studies and stories spanning business, politics, sports, and entertainment, Grant explores how to recognize a good idea, speak up without getting silenced, build a coalition of allies, choose the right time to act, and manage fear and doubt; how parents and teachers can nurture originality in children; and how leaders can build cultures that welcome dissent. Learn from an entrepreneur who pitches his start-ups by highlighting the reasons not to invest, a woman at Apple who challenged Steve Jobs from three levels below, an analyst who overturned the rule of secrecy at the CIA, a billionaire financial wizard who fires employees for failing to criticize him, and a TV executive who didn’t even work in comedy but saved Seinfeld from the cutting-room floor. The payoff is a set of groundbreaking insights about rejecting conformity and improving the status quo.

The Intelligence Trap: Why Smart People Make Dumb Mistakes


David Robson - 2019
    This is the "intelligence trap," the subject of David Robson’s fascinating and provocative book.The Intelligence Trap explores cutting-edge ideas in our understanding of intelligence and expertise, including "strategic ignorance," "meta-forgetfulness," and "functional stupidity." Robson reveals the surprising ways that even the brightest minds and most talented organizations can go wrong—from some of Thomas Edison’s worst ideas to failures at NASA, Nokia, and the FBI. And he offers practical advice to avoid mistakes based on the timeless lessons of Benjamin Franklin, Richard Feynman, and Daniel Kahneman.

The Zero Marginal Cost Society: The Internet of Things, the Collaborative Commons, and the Eclipse of Capitalism


Jeremy Rifkin - 2014
    (Marginal cost is the cost of producing additional units of a good or service, if fixed costs are not counted.) While economists have always welcomed a reduction in marginal cost, they never anticipated the possibility of a technological revolution that might bring marginal costs to near zero, making goods and services priceless, nearly free, and abundant, and no longer subject to market forces.Now, a formidable new technology infrastructure—the Internet of things (IoT)—is emerging with the potential of pushing large segments of economic life to near zero marginal cost in the years ahead. Rifkin describes how the Communication Internet is converging with a nascent Energy Internet and Logistics Internet to create a new technology platform that connects everything and everyone. Billions of sensors are being attached to natural resources, production lines, the electricity grid, logistics networks, recycling flows, and implanted in homes, offices, stores, vehicles, and even human beings, feeding Big Data into an IoT global neural network. Prosumers can connect to the network and use Big Data, analytics, and algorithms to accelerate efficiency, dramatically increase productivity, and lower the marginal cost of producing and sharing a wide range of products and services to near zero, just like they now do with information goods.The plummeting of marginal costs is spawning a hybrid economy—part capitalist market and part Collaborative Commons—with far reaching implications for society, according to Rifkin. Hundreds of millions of people are already transferring parts of their economic lives to the global Collaborative Commons. Prosumers are plugging into the fledgling IoT and making and sharing their own information, entertainment, green energy, and 3D-printed products at near zero marginal cost. They are also sharing cars, homes, clothes and other items via social media sites, rentals, redistribution clubs, and cooperatives at low or near zero marginal cost. Students are enrolling in free massive open online courses (MOOCs) that operate at near zero marginal cost. Social entrepreneurs are even bypassing the banking establishment and using crowdfunding to finance startup businesses as well as creating alternative currencies in the fledgling sharing economy. In this new world, social capital is as important as financial capital, access trumps ownership, sustainability supersedes consumerism, cooperation ousts competition, and "exchange value" in the capitalist marketplace is increasingly replaced by "sharable value" on the Collaborative Commons.Rifkin concludes that capitalism will remain with us, albeit in an increasingly streamlined role, primarily as an aggregator of network services and solutions, allowing it to flourish as a powerful niche player in the coming era. We are, however, says Rifkin, entering a world beyond markets where we are learning how to live together in an increasingly interdependent global Collaborative Commons.