Book picks similar to
Human Problem Solving by Allen Newell
science
psychology
problem-solving
non-fiction
Stumbling on Happiness
Daniel Todd Gilbert - 2006
Vividly bringing to life the latest scientific research in psychology, cognitive neuroscience, philosophy, and behavioral economics, Gilbert reveals what scientists have discovered about the uniquely human ability to imagine the future, and about our capacity to predict how much we will like it when we get there. With penetrating insight and sparkling prose, Gilbert explains why we seem to know so little about the hearts and minds of the people we are about to become.
Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech
Sara Wachter-Boettcher - 2017
But few of us realize just how many oversights, biases, and downright ethical nightmares are baked inside the tech products we use every day. It’s time we change that.In Technically Wrong, Sara Wachter-Boettcher demystifies the tech industry, leaving those of us on the other side of the screen better prepared to make informed choices about the services we use—and to demand more from the companies behind them.
Bullshit Jobs: A Theory
David Graeber - 2018
After a million online views in seventeen different languages, people all over the world are still debating the answer.There are millions of people—HR consultants, communication coordinators, telemarketing researchers, corporate lawyers—whose jobs are useless, and, tragically, they know it. These people are caught in bullshit jobs.Graeber explores one of society’s most vexing and deeply felt concerns, indicting among other villains a particular strain of finance capitalism that betrays ideals shared by thinkers ranging from Keynes to Lincoln. Bullshit Jobs gives individuals, corporations, and societies permission to undergo a shift in values, placing creative and caring work at the center of our culture. This book is for everyone who wants to turn their vocation back into an avocation.
Probably Approximately Correct: Nature's Algorithms for Learning and Prospering in a Complex World
Leslie Valiant - 2013
We nevertheless muddle through even in the absence of theories of how to act. But how do we do it?In Probably Approximately Correct, computer scientist Leslie Valiant presents a masterful synthesis of learning and evolution to show how both individually and collectively we not only survive, but prosper in a world as complex as our own. The key is “probably approximately correct” algorithms, a concept Valiant developed to explain how effective behavior can be learned. The model shows that pragmatically coping with a problem can provide a satisfactory solution in the absence of any theory of the problem. After all, finding a mate does not require a theory of mating. Valiant’s theory reveals the shared computational nature of evolution and learning, and sheds light on perennial questions such as nature versus nurture and the limits of artificial intelligence.Offering a powerful and elegant model that encompasses life’s complexity, Probably Approximately Correct has profound implications for how we think about behavior, cognition, biological evolution, and the possibilities and limits of human and machine intelligence.
Irrational Exuberance
Robert J. Shiller - 2000
The original and bestselling 2000 edition of Irrational Exuberance evoked Alan Greenspan’s infamous 1996 use of that phrase to explain the alternately soaring and declining stock market. It predicted the collapse of the tech stock bubble through an analysis of the structural, cultural, and psychological factors behind levels of price growth not reflected in any other sector of the economy. In the second edition (2005), Shiller folded real estate into his analysis of market volatility, marshalling evidence that housing prices were dangerously inflated as well, a bubble that could soon burst, leading to a “string of bankruptcies” and a “worldwide recession.” That indeed came to pass, with consequences that the 2009 preface to this edition deals with. Irrational Exuberance is more than ever a cogent, chilling, and astonishingly far-seeing analytical work that no one with any money in any market anywhere can afford not to read–and heed.
Humans Are Underrated: Proving Your Value in the Age of Brilliant Technology
Geoff Colvin - 2015
In a world like that, how will we and our children achieve a rising standard of living?The real issue is what we humans are hardwired to do for and with one another, arising from our deepest, most essentially human abilities—empathy, social sensitivity, storytelling, humor, forming relationships, creativity. These are how we create value that all people hunger for, that is unique and not easily quantified.Individuals and companies are already discovering that these high-value abilities create tremendous competitive advantage—more devoted customers, stronger cultures, breakthrough ideas, more effective teams. They’re discovering also that while many of us regard these abilities as innate traits—“he’s a real people person,” “she’s naturally creative”—it turns out they can all be developed and are being developed in far-sighted organizations from software firms to the U.S. Army to the Cleveland Clinic. To a far greater degree than most of us ever imagined, we already have what it takes.
Irresistible: The Rise of Addictive Technology and the Business of Keeping Us Hooked
Adam Alter - 2017
We obsess over our emails, Instagram likes, and Facebook feeds; we binge on TV episodes and YouTube videos; we work longer hours each year; and we spend an average of three hours each day using our smartphones. Half of us would rather suffer a broken bone than a broken phone, and Millennial kids spend so much time in front of screens that they struggle to interact with real, live humans. In this revolutionary book, Adam Alter, a professor of psychology and marketing at NYU, tracks the rise of behavioral addiction, and explains why so many of today's products are irresistible. Though these miraculous products melt the miles that separate people across the globe, their extraordinary and sometimes damaging magnetism is no accident. The companies that design these products tweak them over time until they become almost impossible to resist. By reverse engineering behavioral addiction, Alter explains how we can harness addictive products for the good—to improve how we communicate with each other, spend and save our money, and set boundaries between work and play—and how we can mitigate their most damaging effects on our well-being, and the health and happiness of our children.
Rebel Ideas: The Power of Diverse Thinking
Matthew Syed - 2019
It explains how to harness our unique perspectives, pool our collective intelligence and tackle the greatest challenges of our age - from climate change to terrorism. It draws on a dazzling range of case studies, including the catastrophic failings of the CIA before 9/11, a fatal communication breakdown on top of Mount Everest and a moving tale of de-radicalisation in America's Deep South. Rebel Ideas will strengthen any team or organisation, but has dozens of personal applications, too: from the art of personal reinvention to the remarkable benefits of personalised nutrition. It shows us how to become more creative, how to collaborate in a world becoming more interconnected, and how to break free of the echo chambers that surround us all.
Seeking Wisdom: From Darwin To Munger
Peter Bevelin - 2003
His quest for wisdom originated partly from making mistakes himself and observing those of others but also from the philosophy of super-investor and Berkshire Hathaway Vice Chairman Charles Munger. A man whose simplicity and clarity of thought was unequal to anything Bevelin had seen. In addition to naturalist Charles Darwin and Munger, Bevelin cites an encyclopedic range of thinkers: from first-century BCE Roman poet Publius Terentius to Mark Twainfrom Albert Einstein to Richard Feynmanfrom 16th Century French essayist Michel de Montaigne to Berkshire Hathaway Chairman Warren Buffett. In the book, he describes ideas and research findings from many different fields. This book is for those who love the constant search for knowledge. It is in the spirit of Charles Munger, who says, "All I want to know is where I'm going to die so I'll never go there." There are roads that lead to unhappiness. An understanding of how and why we can "die" should help us avoid them. We can't eliminate mistakes, but we can prevent those that can really hurt us. Using exemplars of clear thinking and attained wisdom, Bevelin focuses on how our thoughts are influenced, why we make misjudgments and tools to improve our thinking. Bevelin tackles such eternal questions as: Why do we behave like we do? What do we want out of life? What interferes with our goals? Read and study this wonderful multidisciplinary exploration of wisdom. It may change the way you think and act in business and in life.
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.
Move Fast and Break Things: How Facebook, Google, and Amazon Cornered Culture and Undermined Democracy
Jonathan Taplin - 2017
Since 2001, newspaper and music revenues have fallen by 70%, book publishing, film and television profits have also fallen dramatically. Revenues at Google in this same period grew from $400 million to $74.5 billion. Google's YouTube today controls 60% of the streaming audio business and pays only 11% of the streaming audio revenues. More creative content is being consumed than ever before, but less revenue is flowing to creators and owners of the content.With the reallocation of money to monopoly platforms comes a shift in power. Google, Facebook, and Amazon now enjoy political power on par with Big Oil and Big Pharma, which in part explains how such a tremendous shift in revenues from artists to platforms could have been achieved and why it has gone unchallenged for so long.The stakes in this story go far beyond the livelihood of any one musician or journalist. As Taplin observes, the fact that more and more Americans receive their news, music and other forms of entertainment from a small group of companies poses a real threat to democracy. Move Fast and Break Things offers a vital, forward-thinking prescription for how artists can reclaim their audiences using knowledge of the past and a determination to work together. Using his own half-century career as a music and film producer and early pioneer of streaming video online, Taplin offers new ways to think about the design of the World Wide Web and specifically the way we live with the firms that dominate it.Table of contentsIntroduction1. The Great Disruption2. Levon's Story3. Tech's Counterculture Roots4. The Libertarian Counterinsurgency5. Digital Destruction6. Monopoly in the Digital Age7. Google's Regulatory Capture8. The Social Media Revolution9. Pirates of the Internet10. Libertarian and the 1 Percent11. What It Means to Be Human12. The Digital RenaissanceAfterword
The Misinformation Age: How False Beliefs Spread
Cailin O'Connor - 2019
It might seem that there’s an obvious reason that true beliefs matter: false beliefs will hurt you. But if that’s right, then why is it (apparently) irrelevant to many people whether they believe true things or not? The Misinformation Age, written for a political era riven by “fake news,” “alternative facts,” and disputes over the validity of everything from climate change to the size of inauguration crowds, shows convincingly that what you believe depends on who you know. If social forces explain the persistence of false belief, we must understand how those forces work in order to fight misinformation effectively.
Liars and Outliers: Enabling the Trust that Society Needs to Thrive
Bruce Schneier - 2012
We don't do a chemical analysis on food we eat.Trust and cooperation are the first problems we had to solve before we could become a social species. In the 21st century, they have become the most important problems we need to solve — again. Our global society has become so large and complex that our traditional trust mechanisms no longer work.Bruce Schneier, world-renowned for his level-headed thinking on security and technology, tackles this complex subject head-on. Society can't function without trust, and yet must function even when people are untrustworthy.Liars and Outliers reaches across academic disciplines to develop an understanding of trust, cooperation, and social stability. From the subtle social cues we use to recognize trustworthy people to the laws that punish the noncompliant, from the way our brains reward our honesty to the bank vaults that keep out the dishonest, keeping people cooperative is a delicate balance of rewards and punishments. It's a series of evolutionary tricks, social pressures, legal mechanisms, and physical barriers.In the absence of personal relationships, we have no choice but to substitute security for trust, compliance for trustworthiness. This progression has enabled society to scale to unprecedented complexity, but has also permitted massive global failures.At the same time, too much cooperation is bad. Without some level of rule-breaking, innovation and social progress become impossible. Society stagnates.Today's problems require new thinking, and Liars and Outliers provides that. It is essential that we learn to think clearly about trust. Our future depends on it.
What's Mine Is Yours: The Rise of Collaborative Consumption
Rachel Botsman - 2010
From enormous marketplaces such as eBay and Craigslist to emerging sectors such as peer-to-peer lending (Zopa), "swap trading" (Swaptree), and car sharing (Zipcar), Collaborative Consumption is disrupting outdated modes of business and reinventing not only what we consume but how we consume. While ranging enormously in scale and purpose, these companies and organizations are redefining how goods and services are exchanged, valued, and created—in areas as diverse as finance and travel, agriculture and technology, and education and retail. Traveling among global entrepreneurs and revolutionaries and exploring rising ventures as well as established companies adapting to these opportunities, authors Rachel Botsman and Roo Rogers outline in bold and imaginative ways how Collaborative Consumption may very well change the world. Anyone interested in the business opportunities and social power of collaboration will enjoy this smart, timely book.