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.

Work Won't Love You Back: How Devotion to Our Jobs Keeps Us Exploited, Exhausted, and Alone


Sarah Jaffe - 2021
     You're told that if you "do what you love, you'll never work a day in your life." Whether it's working for "exposure" and "experience," or enduring poor treatment in the name of "being part of the family," all employees are pushed to make sacrifices for the privilege of being able to do what we love.In Work Won't Love You Back, Sarah Jaffe, a preeminent voice on labor, inequality, and social movements, examines this "labor of love" myth -- the idea that certain work is not really work, and therefore should be done out of passion instead of pay. Told through the lives and experiences of workers in various industries -- from the unpaid intern, to the overworked nurse, to the nonprofit worker and even the professional athlete -- Jaffe reveals how all of us have been tricked into buying into a new tyranny of work. As Jaffe argues, understanding the trap of the labor of love will empower us to work less and demand what our work is worth. And once freed from those binds, we can finally figure out what actually gives us joy, pleasure, and satisfaction.

Everything is Obvious: Once You Know the Answer


Duncan J. Watts - 2011
    As sociologist and network science pioneer Duncan Watts explains in this provocative book, the explanations that we give for the outcomes that we observe in life—explanation that seem obvious once we know the answer—are less useful than they seem.Drawing on the latest scientific research, along with a wealth of historical and contemporary examples, Watts shows how common sense reasoning and history conspire to mislead us into believing that we understand more about the world of human behavior than we do; and in turn, why attempts to predict, manage, or manipulate social and economic systems so often go awry.It seems obvious, for example, that people respond to incentives; yet policy makers and managers alike frequently fail to anticipate how people will respond to the incentives they create. Social trends often seem to have been driven by certain influential people; yet marketers have been unable to identify these “influencers” in advance. And although successful products or companies always seem in retrospect to have succeeded because of their unique qualities, predicting the qualities of the next hit product or hot company is notoriously difficult even for experienced professionals.Only by understanding how and when common sense fails, Watts argues, can we improve how we plan for the future, as well as understand the present—an argument that has important implications in politics, business, and marketing, as well as in science and everyday life.

Barking Up the Wrong Tree: The Surprising Science Behind Why Everything You Know About Success Is (Mostly) Wrong


Eric Barker - 2017
    In Barking Up the Wrong Tree, Eric Barker reveals the extraordinary science behind what actually determines success and most importantly, how anyone can achieve it. You’ll learn:• Why valedictorians rarely become millionaires, and how your biggest weakness might actually be your greatest strength • Whether nice guys finish last and why the best lessons about cooperation come from gang members, pirates, and serial killers• Why trying to increase confidence fails and how Buddhist philosophy holds a superior solution• The secret ingredient to “grit” that Navy SEALs and disaster survivors leverage to keep going• How to find work-life balance using the strategy of Genghis Khan, the errors of Albert Einstein, and a little lesson from Spider-ManBy looking at what separates the extremely successful from the rest of us, we learn what we can do to be more like them—and find out in some cases why it’s good that we aren’t. Barking Up the Wrong Tree draws on startling statistics and surprising anecdotes to help you understand what works and what doesn’t so you can stop guessing at success and start living the life you want.

The Element: How Finding Your Passion Changes Everything


Ken Robinson - 2009
    When people arrive at the element, they feel most themselves and most inspired and achieve at their highest levels. "The Element" draws on the stories of a wide range of people, from ex-Beatle Paul McCartney to Matt Groening, creator of "The Simpsons"; from Meg Ryan to Gillian Lynne, who choreographed the Broadway productions of "Cats" and "The Phantom of the Opera"; and from writer Arianna Huffington to renowned physicist Richard Feynman and others, including business leaders and athletes. It explores the components of this new paradigm: The diversity of intelligence, the power of imagination and creativity, and the importance of commitment to our own capabilities. With a wry sense of humor, Ken Robinson looks at the conditions that enable us to find ourselves in the element and those that stifle that possibility. He shows that age and occupation are no barrier, and that once we have found our path we can help others to do so as well. "The Element" shows the vital need to enhance creativity and innovation by thinking differently about human resources and imagination. It is also an essential strategy for transforming education, business, and communities to meet the challenges of living and succeeding in the twenty-first century.

Science Fictions: The Epidemic of Fraud, Bias, Negligence and Hype in Science


Stuart Ritchie - 2020
    But what if science itself can’t be relied on?Medicine, education, psychology, health, parenting – wherever it really matters, we look to science for advice. Science Fictions reveals the disturbing flaws that undermine our understanding of all of these fields and more.While the scientific method will always be our best and only way of knowing about the world, in reality the current system of funding and publishing science not only fails to safeguard against scientists’ inescapable biases and foibles, it actively encourages them. From widely accepted theories about ‘priming’ and ‘growth mindset’ to claims about genetics, sleep, microbiotics, as well as a host of drugs, allergies and therapies, we can trace the effects of unreliable, overhyped and even fraudulent papers in austerity economics, the anti-vaccination movement and dozens of bestselling books – and occasionally count the cost in human lives.Stuart Ritchie was among the first people to help expose these problems. In this vital investigation, he gathers together the evidence of their full and shocking extent – and how a new reform movement within science is fighting back. Often witty yet deadly serious, Science Fictions is at the vanguard of the insurgency, proposing a host of remedies to save and protect this most valuable of human endeavours from itself.

The Story of More: How We Got to Climate Change and Where to Go from Here


Hope Jahren - 2020
    A Vintage Original.Hope Jahren is an award-winning geobiologist, a brilliant writer, and one of the seven billion people with whom we share this earth. The Story of More is her impassioned open letter to humanity as we stand at the crossroads of survival and extinction. Jahren celebrates the long history of our enterprising spirit--which has tamed wild crops, cured diseases, and sent us to the moon--but also shows how that spirit has created excesses that are quickly warming our planet to dangerous levels. In short, highly readable chapters, she takes us through the science behind the key inventions--from electric power to large-scale farming and automobiles--that, even as they help us, release untenable amounts of carbon dioxide. She explains the current and projected consequences of greenhouse gases--from superstorms to rising sea levels--and the science-based tools that could help us fight back. At once an explainer on the mechanisms of warming and a capsule history of human development, The Story of More illuminates the link between our consumption habits and our endangered earth, showing us how we can use less and share more. It is the essential pocket primer on climate change that will leave an indelible impact on everyone who reads it.

The Infinite Game


Simon Sinek - 2019
    The winners and losers are easily identified.In infinite games, like business or politics or life itself, the players come and go, the rules are changeable, and there is no defined endpoint. There are no winners or losers in an infinite game; there is only ahead and behind.The more I started to understand the difference between finite and infinite games, the more I began to see infinite games all around us. I started to see that many of the struggles that organizations face exist simply because their leaders were playing with a finite mindset in an infinite game. These organizations tend to lag behind in innovation, discretionary effort, morale and ultimately performance.The leaders who embrace an infinite mindset, in stark contrast, build stronger, more innovative, more inspiring organizations. Their people trust each other and their leaders. They have the resilience to thrive in an ever-changing world, while their competitors fall by the wayside. Ultimately, they are the ones who lead the rest of us into the future.Any worthwhile undertaking starts with Why - the purpose, cause or belief that inspires us to do what we do and inspires others to join us. Good leaders know how to build Circles of Safety that promote trust and cooperation throughout their organizations. But that's not enough to help us chart a course through the unpredictable, often chaotic landscape of today's marketplace.I now believe that the ability to adopt an infinite mindset is a prerequisite for any leader who aspires to leave their organization in better shape than they found it.

Thinking, Fast and Slow


Daniel Kahneman - 2011
    System 1 is fast, intuitive, and emotional; System 2 is slower, more deliberative, and more logical. Kahneman exposes the extraordinary capabilities—and also the faults and biases—of fast thinking, and reveals the pervasive influence of intuitive impressions on our thoughts and behavior. The impact of loss aversion and overconfidence on corporate strategies, the difficulties of predicting what will make us happy in the future, the challenges of properly framing risks at work and at home, the profound effect of cognitive biases on everything from playing the stock market to planning the next vacation—each of these can be understood only by knowing how the two systems work together to shape our judgments and decisions.Engaging the reader in a lively conversation about how we think, Kahneman reveals where we can and cannot trust our intuitions and how we can tap into the benefits of slow thinking. He offers practical and enlightening insights into how choices are made in both our business and our personal lives—and how we can use different techniques to guard against the mental glitches that often get us into trouble. Thinking, Fast and Slow will transform the way you think about thinking.

Letters to a Young Scientist


Edward O. Wilson - 2013
    Wilson has distilled sixty years of teaching into a book for students, young and old. Reflecting on his coming-of-age in the South as a Boy Scout and a lover of ants and butterflies, Wilson threads these twenty-one letters, each richly illustrated, with autobiographical anecdotes that illuminate his career--both his successes and his failures--and his motivations for becoming a biologist. At a time in human history when our survival is more than ever linked to our understanding of science, Wilson insists that success in the sciences does not depend on mathematical skill, but rather a passion for finding a problem and solving it. From the collapse of stars to the exploration of rain forests and the oceans' depths, Wilson instills a love of the innate creativity of science and a respect for the human being's modest place in the planet's ecosystem in his readers.

The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies


Erik Brynjolfsson - 2014
    Digital technologies—with hardware, software, and networks at their core—will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human.In The Second Machine Age MIT’s Erik Brynjolfsson and Andrew McAfee—two thinkers at the forefront of their field—reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realize immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives.Amid this bounty will also be wrenching change. Professions of all kinds—from lawyers to truck drivers—will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar.Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape.A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.

The Demon-Haunted World: Science as a Candle in the Dark


Carl Sagan - 1996
    And yet, disturbingly, in today's so-called information age, pseudoscience is burgeoning with stories of alien abduction, channeling past lives, and communal hallucinations commanding growing attention and respect. As Sagan demonstrates with lucid eloquence, the siren song of unreason is not just a cultural wrong turn but a dangerous plunge into darkness that threatens our most basic freedoms.

Fight Like A Girl


Clementine Ford - 2016
    A passionate and urgently needed call to arms, Fight Like A Girl insists on our right to be angry, to be heard and to fight. It'll change lives.' Emily Maguire, author of An Isolated IncidentA friend recently told me that the things I write are powerful for her because they have the effect of making her feel angry instead of just empty. I want to do this for all women and young girls - to take the emptiness and numbness they feel about being a girl in this world and turn it into rage and power. I want to teach all of them how to FIGHT LIKE A GIRL. Clementine FordOnline sensation, fearless feminist heroine and scourge of trolls and misogynists everywhere, Clementine Ford is a beacon of hope and inspiration to thousands of Australian women and girls. Her incendiary debut Fight Like A Girl is an essential manifesto for feminists new, old and soon-to-be, and exposes just how unequal the world continues to be for women. Crucially, it is a call to arms for all women to rediscover the fury that has been suppressed by a society that still considers feminism a threat.Fight Like A Girl will make you laugh, cry and scream. But above all it will make you demand and fight for a world in which women have real equality and not merely the illusion of it.

Sapiens: A Brief History of Humankind


Yuval Noah Harari - 2011
    Today there is just one. Us. Homo sapiens. How did our species succeed in the battle for dominance? Why did our foraging ancestors come together to create cities and kingdoms? How did we come to believe in gods, nations and human rights; to trust money, books and laws; and to be enslaved by bureaucracy, timetables and consumerism? And what will our world be like in the millennia to come? In Sapiens, Dr Yuval Noah Harari spans the whole of human history, from the very first humans to walk the earth to the radical – and sometimes devastating – breakthroughs of the Cognitive, Agricultural and Scientific Revolutions. Drawing on insights from biology, anthropology, paleontology and economics, he explores how the currents of history have shaped our human societies, the animals and plants around us, and even our personalities. Have we become happier as history has unfolded? Can we ever free our behaviour from the heritage of our ancestors? And what, if anything, can we do to influence the course of the centuries to come? Bold, wide-ranging and provocative, Sapiens challenges everything we thought we knew about being human: our thoughts, our actions, our power ... and our future.

She Has Her Mother's Laugh: The Powers, Perversions, and Potential of Heredity


Carl Zimmer - 2018
    Charles Darwin played a crucial part in turning heredity into a scientific question, and yet he failed spectacularly to answer it. The birth of genetics in the early 1900s seemed to do precisely that. Gradually, people translated their old notions about heredity into a language of genes. As the technology for studying genes became cheaper, millions of people ordered genetic tests to link themselves to missing parents, to distant ancestors, to ethnic identities. . . .But, Zimmer writes, "Each of us carries an amalgam of fragments of DNA, stitched together from some of our many ancestors. Each piece has its own ancestry, traveling a different path back through human history. A particular fragment may sometimes be cause for worry, but most of our DNA influences who we are--our appearance, our height, our penchants--in inconceivably subtle ways." Heredity isn't just about genes that pass from parent to child. Heredity continues within our own bodies, as a single cell gives rise to trillions of cells that make up our bodies. We say we inherit genes from our ancestors--using a word that once referred to kingdoms and estates--but we inherit other things that matter as much or more to our lives, from microbes to technologies we use to make life more comfortable. We need a new definition of what heredity is and, through Carl Zimmer's lucid exposition and storytelling, this resounding tour de force delivers it. Weaving historical and current scientific research, his own experience with his two daughters, and the kind of original reporting expected of one of the world's best science journalists, Zimmer ultimately unpacks urgent bioethical quandaries arising from new biomedical technologies, but also long-standing presumptions about who we really are and what we can pass on to future generations.