The Signal and the Noise: Why So Many Predictions Fail—But Some Don't


Nate Silver - 2012
    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.

The Story of Stuff: How Our Obsession with Stuff is Trashing the Planet, Our Communities, and our Health—and a Vision for Change


Annie Leonard - 2010
    Leonard examines the “stuff” we use everyday, offering a galvanizing critique and steps for a changed planet.The Story of Stuff was received with widespread enthusiasm in hardcover, by everyone from Stephen Colbert to Tavis Smiley to George Stephanopolous on Good Morning America, as well as far-reaching print and blog coverage. Uncovering and communicating a critically important idea—that there is an intentional system behind our patterns of consumption and disposal—Annie Leonard transforms how we think about our lives and our relationship to the planet.From sneaking into factories and dumps around the world to visiting textile workers in Haiti and children mining coltan for cell phones in the Congo, Leonard, named one of Time magazine’s 100 environmental heroes of 2009, highlights each step of the materials economy and its actual effect on the earth and the people who live near sites like these.With curiosity, compassion, and humor, Leonard shares concrete steps for taking action at the individual and political level that will bring about sustainability, community health, and economic justice. Embraced by teachers, parents, churches, community centers, activists, and everyday readers, The Story of Stuff will be a long-lived classic.

The Whole Picture: The colonial story of the art in our museums... and why we need to talk about it


Alice Procter - 2020
    People are waking up to the seedy history of the world's art collections, and are starting to ask difficult questions about what the future of museums should look like. In The Whole Picture, art historian and Uncomfortable Art Tour guide Alice Procter provides a manual for deconstructing everything you thought you knew about art, and fills in the blanks with the stories that have been left out of the art history canon for centuries. The book is divided into four chronological sections, named after four different kinds of art space:The Palace The Classroom The Memorial The Playground Each section tackles the fascinating and often shocking stories of five different art pieces, including the propaganda painting that the East India Company used to justify its control in India; the Maori mokomokai skulls that were traded and collected by Europeans as 'art objects'; and Kara Walker's controversial contemporary sculpture A Subtlety, which raised questions about 'appropriate' interactions with art. Through these stories, Alice brings out the underlying colonial narrative lurking beneath the art industry today, and suggests different ways of seeing and thinking about art in the modern world.The Whole Picture is a much-needed provocation to look more critically at the accepted narratives about art, and rethink and disrupt the way we interact with the museums and galleries that display it.

Algorithms of Oppression: How Search Engines Reinforce Racism


Safiya Umoja Noble - 2018
    But, if you type in "white girls," the results are radically different. The suggested porn sites and un-moderated discussions about "why black women are so sassy" or "why black women are so angry" presents a disturbing portrait of black womanhood in modern society.In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination is a real social problem; Noble argues that the combination of private interests in promoting certain sites, along with the monopoly status of a relatively small number of Internet search engines, leads to a biased set of search algorithms that privilege whiteness and discriminate against people of color, specifically women of color.Through an analysis of textual and media searches as well as extensive research on paid online advertising, Noble exposes a culture of racism and sexism in the way discoverability is created online. As search engines and their related companies grow in importance - operating as a source for email, a major vehicle for primary and secondary school learning, and beyond - understanding and reversing these disquieting trends and discriminatory practices is of utmost importance.An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding of how racism is created, maintained, and disseminated in the 21st century.

The Rape of Nanking


Iris Chang - 1997
    This book tells the story from three perspectives: of the Japanese soldiers who performed it, of the Chinese civilians who endured it, and of a group of Europeans and Americans who refused to abandon the city and were able to create a safety zone that saved many.

Cubed: A Secret History of the Workplace


Nikil Saval - 2010
    From "Bartleby the Scrivener" to The Office, from the steno pool to the open-plan cubicle farm, Cubed is a fascinating, often funny, and sometimes disturbing anatomy of the white-collar world and how it came to be the way it is—and what it might become.In the mid-nineteenth century clerks worked in small, dank spaces called “counting-houses.” These were all-male enclaves, where work was just paperwork. Most Americans considered clerks to be questionable dandies, who didn’t do “real work.” But the joke was on them: as the great historical shifts from agricultural to industrial economies took place, and then from industrial to information economies, the organization of the workplace evolved along with them—and the clerks took over. Offices became rationalized, designed for both greater efficiency in the accomplishments of clerical work and the enhancement of worker productivity. Women entered the office by the millions, and revolutionized the social world from within. Skyscrapers filled with office space came to tower over cities everywhere. Cubed opens our eyes to what is a truly "secret history" of changes so obvious and ubiquitous that we've hardly noticed them. From the wood-paneled executive suite to the advent of the cubicles where 60% of Americans now work (and 93% of them dislike it) to a not-too-distant future where we might work anywhere at any time (and perhaps all the time), Cubed excavates from popular books, movies, comic strips (Dilbert!), and a vast amount of management literature and business history, the reasons why our workplaces are the way they are—and how they might be better.

Dopesick: Dealers, Doctors, and the Drug Company that Addicted America


Beth Macy - 2018
    From distressed small communities in Central Appalachia to wealthy suburbs; from disparate cities to once-idyllic farm towns; it's a heartbreaking trajectory that illustrates how this national crisis has persisted for so long and become so firmly entrenched. Beginning with a single dealer who lands in a small Virginia town and sets about turning high school football stars into heroin overdose statistics, Macy endeavors to answer a grieving mother's question-why her only son died-and comes away with a harrowing story of greed and need. From the introduction of OxyContin in 1996, Macy parses how America embraced a medical culture where overtreatment with painkillers became the norm. In some of the same distressed communities featured in her bestselling book Factory Man, the unemployed use painkillers both to numb the pain of joblessness and pay their bills, while privileged teens trade pills in cul-de-sacs, and even high school standouts fall prey to prostitution, jail, and death.Through unsparing, yet deeply human portraits of the families and first responders struggling to ameliorate this epidemic, each facet of the crisis comes into focus. In these politically fragmented times, Beth Macy shows, astonishingly, that the only thing that unites Americans across geographic and class lines is opioid drug abuse. But in a country unable to provide basic healthcare for all, Macy still finds reason to hope-and signs of the spirit and tenacity necessary in those facing addiction to build a better future for themselves and their families.

The End of Everything (Astrophysically Speaking)


Katie Mack - 2020
    With the Big Bang, it went from a state of unimaginable density to an all-encompassing cosmic fireball to a simmering fluid of matter and energy, laying down the seeds for everything from dark matter to black holes to one rocky planet orbiting a star near the edge of a spiral galaxy that happened to develop life. But what happens at the end of the story? In billions of years, humanity could still exist in some unrecognizable form, venturing out to distant space, finding new homes and building new civilizations. But the death of the universe is final. What might such a cataclysm look like? And what does it mean for us? Dr. Katie Mack has been contemplating these questions since she was eighteen, when her astronomy professor first informed her the universe could end at any moment, setting her on the path toward theoretical astrophysics. Now, with lively wit and humor, she unpacks them in The End of Everything, taking us on a mind-bending tour through each of the cosmos’ possible finales: the Big Crunch; the Heat Death; Vacuum Decay; the Big Rip; and the Bounce. In the tradition of Neil DeGrasse’s bestseller Astrophysics for People in a Hurry, Mack guides us through major concepts in quantum mechanics, cosmology, string theory, and much more, in a wildly fun, surprisingly upbeat ride to the farthest reaches of everything we know.