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.

Business Adventures


John Brooks - 1969
    What do the $350 million Ford Motor Company disaster known as the Edsel, the fast and incredible rise of Xerox, and the unbelievable scandals at General Electric and Texas Gulf Sulphur have in common? Each is an example of how an iconic company was defined by a particular moment of fame or notoriety. These notable and fascinating accounts are as relevant today to understanding the intricacies of corporate life as they were when the events happened.Stories about Wall Street are infused with drama and adventure and reveal the machinations and volatile nature of the world of finance. John Brooks’s insightful reportage is so full of personality and critical detail that whether he is looking at the astounding market crash of 1962, the collapse of a well-known brokerage firm, or the bold attempt by American bankers to save the British pound, one gets the sense that history really does repeat itself.

The Education of Millionaires: It's Not What You Think and It's Not Too Late


Michael Ellsberg - 2011
    The reality: The biggest thing you won't learn in college is how to succeed professionally.Some of the smartest, most successful people in the country didn't finish college. None of them learned their most critical skills at an institution of higher education. And like them, most of what you'll need to learn to be successful you'll have to learn on your own, outside of school.Michael Ellsberg set out to fill in the gaps by interviewing a wide range of millionaires and billionaires who don't have college degrees, including fashion magnate Russell Simmons, Facebook co-founder Dustin Moskovitz and founding president Sean Parker, WordPress creator Matt Mullenweg, and Pink Floyd songwriter and lead guitarist David Gilmour. Among the fascinating things he learned: How fashion designer Marc Ecko started earning $1000 a week in high school with his own clothing business, and later grew it into an empire. How billionaire Phillip Ruffin went from lowly department store employee with no college degree, to owner of Treasure Island on the Vegas Strip. How John Paul DeJoria went from homelessness to billionaire as founder of John Paul Mitchell Systems Hair Care Products.This book is your guide to developing practical success skills in the real world. Even if you've already gone through college, the most important skills weren't in the curriculum-how to find great mentors, build a world-class network, learn real-world marketing and sales, make your work meaningful (and your meaning work), build the brand of you, master the art of bootstrapping, and more.Learning the skills in this book well is a "necessary" addition to any education. This book shows you the way, whether you're a high school dropout or a graduate of Harvard Law School.

WTF?: What's the Future and Why It's Up to Us


Tim O'Reilly - 2017
    In today’s economy, we have far too much dismay along with our amazement, and technology bears some of the blame. In this combination of memoir, business strategy guide, and call to action, Tim O'Reilly, Silicon Valley’s leading intellectual and the founder of O’Reilly Media, explores the upside and the potential downsides of today's WTF? technologies. What is the future when an increasing number of jobs can be performed by intelligent machines instead of people, or done only by people in partnership with those machines? What happens to our consumer based societies—to workers and to the companies that depend on their purchasing power? Is income inequality and unemployment an inevitable consequence of technological advancement, or are there paths to a better future? What will happen to business when technology-enabled networks and marketplaces are better at deploying talent than traditional companies? How should companies organize themselves to take advantage of these new tools? What’s the future of education when on-demand learning outperforms traditional institutions? How can individuals continue to adapt and retrain? Will the fundamental social safety nets of the developed world survive the transition, and if not, what will replace them? O'Reilly is "the man who can really can make a whole industry happen," according to Eric Schmidt, Executive Chairman of Alphabet (Google.) His genius over the past four decades has been to identify and to help shape our response to emerging technologies with world shaking potential—the World Wide Web, Open Source Software, Web 2.0, Open Government data, the Maker Movement, Big Data, and now AI. O’Reilly shares the techniques he's used at O’Reilly Media  to make sense of and predict past innovation waves and applies those same techniques to provide a framework for thinking about how today’s world-spanning platforms and networks, on-demand services, and artificial intelligence are changing the nature of business, education, government, financial markets, and the economy as a whole. He provides tools for understanding how all the parts of modern digital businesses work together to create marketplace advantage and customer value, and why ultimately, they cannot succeed unless their ecosystem succeeds along with them.The core of the book's call to action is an exhortation to businesses to DO MORE with technology rather than just using it to cut costs and enrich their shareholders. Robots are going to take our jobs, they say. O'Reilly replies, “Only if that’s what we ask them to do! Technology is the solution to human problems, and we won’t run out of work till we run out of problems." Entrepreneurs need to set their sights on how they can use big data, sensors, and AI to create amazing human experiences and the economy of the future, making us all richer in the same way the tools of the first industrial revolution did. Yes, technology can eliminate labor and make things cheaper, but at its best, we use it to do things that were previously unimaginable! What is our poverty of imagination? What are the entrepreneurial leaps that will allow us to use the technology of today to build a better future, not just a more efficient one? Whether technology brings the WTF? of wonder or the WTF? of dismay isn't inevitable. It's up to us!

What It Takes: Lessons in the Pursuit of Excellence


Stephen A. Schwarzman - 2019
    Schwarzman, a long-awaited book that uses impactful episodes from Schwarzman's life to show readers how to build, transform, and lead thriving organizations. Whether you are a student, entrepreneur, philanthropist, executive, or simply someone looking for ways to maximize your potential, the same lessons apply.People know who Stephen Schwarzman is—at least they think they do. He’s the man who took $400,000 and co-founded Blackstone, the investment firm that manages over $500 billion (as of January 2019). He’s the CEO whose views are sought by heads of state. He’s the billionaire philanthropist who founded Schwarzman Scholars, this century’s version of the Rhodes Scholarship, in China. But behind these achievements is a man who has spent his life learning and reflecting on what it takes to achieve excellence, make an impact, and live a life of consequence. Folding handkerchiefs in his father’s linen shop, Schwarzman dreamed of a larger life, filled with purpose and adventure. His grades and athleticism got him into Yale. After starting his career in finance with a short stint at a financial firm called DLJ, Schwarzman began working at Lehman Brothers where he ascended to run the mergers and acquisitions practice. He eventually partnered with his mentor and friend Pete Peterson to found Blackstone, vowing to create a new and different kind of financial institution. Building Blackstone into the leading global financial institution it is today didn’t come easy. Schwarzman focused intensely on culture, hiring great talent, and establishing processes that allow the firm to systematically analyze and evaluate risk. Schwarzman’s simple mantra “don’t lose money” has helped Blackstone become a leading private equity and real estate investor, and manager of alternative assets for institutional investors globally. Both he and the firm are known for the rigor of their investment process, their innovative approach to deal making, the diversification of their business lines, and a conviction to be the best at everything they do. Schwarzman is also an active philanthropist, having given away more than a billion dollars. In philanthropy, as in business, he is drawn to situations where his capital and energy can be applied to drive transformative solutions and change paradigms, notably in education. He uses the skills learned over a lifetime in finance to design, establish, and support impactful and innovative organizations and initiatives. His gifts have ranged from creating a new College of Computing at MIT for the study of artificial intelligence, to establishing a first-of-its-kind student and performing arts center at Yale, to enabling the renovation of the iconic New York Public Library, to founding the Schwarzman Scholars fellowship program at Tsinghua University in Beijing—the single largest philanthropic effort in China’s history from international donors. Schwarzman’s story is an empowering, entertaining, and informative guide for anyone striving for greater personal impact. From deal making to investing, leadership to entrepreneurship, philanthropy to diplomacy, Schwarzman has lessons for how to think about ambition and scale, risk and opportunities, and how to achieve success through the relentless pursuit of excellence. Schwarzman not only offers readers a thoughtful reflection on all his own experiences, but in doing so provides a practical blueprint for success.

The Undercover Economist


Tim Harford - 2005
    The Undercover Economist is for anyone who's wondered why the gap between rich and poor nations is so great, or why they can't seem to find a decent second-hand car, or how to outwit Starbucks. This book offers the hidden story behind these and other questions, as economist Tim Harford ranges from Africa, Asia, Europe, and of course the United States to reveal how supermarkets, airlines, and coffee chains--to name just a few--are vacuuming money from our wallets. Harford punctures the myths surrounding some of today's biggest controversies, including the high cost of health-care; he reveals why certain environmental laws can put a smile on a landlord's face; and he explains why some industries can have high profits for innocent reasons, while in other industries something sinister is going on. Covering an array of economic concepts including scarce resources, market power, efficiency, price gouging, market failure, inside information, and game theory, Harford sheds light on how these forces shape our day-to-day lives, often without our knowing it. Showing us the world through the eyes of an economist, Tim Harford reveals that everyday events are intricate games of negotiations, contests of strength, and battles of wits. Written with a light touch and sly wit, The Undercover Economist turns "the dismal science" into a true delight.

Drunk Tank Pink: And Other Unexpected Forces that Shape How We Think, Feel, and Behave


Adam Alter - 2013
    Armed with surprising data and endlessly fascinating examples, Adam Alter addresses the subtle but substantial ways in which outside forces influence us--such as color’s influence on mood, our bias in favor of names with which we identify, and how sunny days can induce optimism as well as aggression. Drunk Tank Pink proves that the truth behind our feelings and actions goes much deeper than the choices we take for granted every day.

How Boards Work: And How They Can Work Better in a Chaotic World


Dambisa Moyo - 2021
    Scandals and malpractice at companies like Theranos, WeWork, Uber, and Wells Fargo have raised justified questions among regulators, shareholders, and the public about the quality of corporate governance. In How Boards Work, prizewinning economist and veteran board director Dambisa Moyo offers an insider's view of corporate boards as they are buffeted by the turbulence of our times.Moyo argues that corporations need boards that are more transparent, more knowledgeable, more diverse, and more deeply involved in setting the strategic course of the companies they lead. How Boards Work offers a road map for how boards can steer companies through tomorrow's challenges and ensure they thrive to benefit their employees, shareholders, and society at large.

Trump: How to Get Rich


Donald J. Trump - 2004
    Trump reveals the secrets of his success in this candid and unprecedented book of business wisdom and advice. Over the years, everyone has urged Trump to write on this subject, but it wasn’t until NBC and executive producer Mark Burnett asked him to star in The Apprentice that he realized just how hungry people are to learn how great personal wealth is created and first-class businesses are run. Thousands applied to be Trump’s apprentice, and millions have been watching the program, making it the highest rated debut of the season.In Trump: How To Get Rich, Trump tells all–about the lessons learned from The Apprentice, his real estate empire, his position as head of the 20,000-member Trump Organization, and his most important role, as a father who has successfully taught his children the value of money and hard work.With his characteristic brass and smarts, Trump offers insights on how to• invest wisely• impress the boss and get a raise• manage a business efficiently• hire, motivate, and fire employees• negotiate anything• maintain the quality of your brand• think big and live largePlus, The Donald tells all on the art of the hair!With his luxury buildings, award-winning golf courses, high-stakes casinos, and glamorous beauty pageants, Donald J. Trump is one of a kind in American business. Every day, he lives the American dream. Now he shows you how it’s done, in this rollicking, inspirational, and illuminating behind-the-scenes story of invaluable lessons and rich rewards.From the Hardcover edition.

Business Model Generation


Alexander Osterwalder - 2010
    You will learn how to systematically understand, design, and implement a new business model or analyze and renovate an old one.2) Co-created by 470 strategy practitionersBusiness Model Generation practices what it preaches. Co-authored by 470 Business Model Canvas practitioners from 45 countries, the book was financed and produced independently of the traditional publishing industry. It features a tightly-integrated, visual, lie-flat design that enables immediate hands-on use.3) Designed for doersBusiness Model Generation is for those ready to abandon outmoded thinking and embrace new, innovative models of value creation: executives, consultants, entrepreneurs and leaders of all organizations.

The Innovator's DNA: Mastering the Five Skills of Disruptive Innovators


Jeffrey H. Dyer - 2011
    This innovation advantage will translate into a premium in your company’s stock price—an innovation premium—which is possible only by building the code for innovation right into your organization’s people, processes, and guiding philosophies.Practical and provocative, The Innovator’s DNA is an essential resource for individuals and teams who want to strengthen their innovative prowess.

The Facebook Effect: The Inside Story of the Company That is Connecting the World


David Kirkpatrick - 2010
    It is one of the fastest growing companies in history, an essential part of the social life not only of teenagers but hundreds of millions of adults worldwide. As Facebook spreads around the globe, it creates surprising effects—even becoming instrumental in political protests from Colombia to Iran. Veteran technology reporter David Kirkpatrick had the full cooperation of Facebook’s key executives in researching this fascinating history of the company and its impact on our lives. Kirkpatrick tells us how Facebook was created, why it has flourished, and where it is going next. He chronicles its successes and missteps, and gives readers the most complete assessment anywhere of founder and CEO Mark Zuckerberg, the central figure in the company’s remarkable ascent. This is the Facebook story that can be found nowhere else. How did a nineteen-year-old Harvard student create a company that has transformed the Internet and how did he grow it to its current enormous size? Kirkpatrick shows how Zuckerberg steadfastly refused to compromise his vision, insistently focusing on growth over profits and preaching that Facebook must dominate (his word) communication on the Internet. In the process, he and a small group of key executives have created a company that has changed social life in the United States and elsewhere, a company that has become a ubiquitous presence in marketing, altering politics, business, and even our sense of our own identity. This is the Facebook Effect.

The Best Place to Work: The Art and Science of Creating an Extraordinary Workplace


Ron Friedman - 2014
    uses the latest research from the fields of motivation, creativity, behavioral economics, neuroscience, and management to reveal what really makes us successful at work. Combining powerful stories with cutting edge findings, Friedman shows leaders at every level how they can use scientifically-proven techniques to promote smarter thinking, greater innovation, and stronger performance. Among the many surprising insights, Friedman explains how learning to think like a hostage negotiator can help you diffuse a workplace argument, why placing a fish bowl near your desk can elevate your thinking, and how incorporating strategic distractions into your schedule can help you reach smarter decisions. Along the way, the book introduces the inventor who created the cubicle, the president who brought down the world’s most dangerous criminal, and the teenager who single-handedly transformed professional tennis—vivid stories that offer unexpected revelations on achieving workplace excellence. Brimming with counterintuitive insights and actionable recommendations, The Best Place to Work offers employees and executives alike game-changing advice for working smarter and turning any organization—regardless of its size, budgets, or ambitions—into an extraordinary workplace.

Sway: The Irresistible Pull of Irrational Behavior


Ori Brafman - 2008
    Sway introduces us to the Harvard Business School professor who got his students to pay $204 for a $20 bill, the head of airline safety whose disregard for his years of training led to the transformation of an entire industry, and the football coach who turned conventional strategy on its head to lead his team to victory. We also learn the curse of the NBA draft, discover why interviews are a terrible way to gauge future job performance, and go inside a session with the Supreme Court to see how the world’s most powerful justices avoid the dangers of group dynamics.Every once in a while, a book comes along that not only challenges our views of the world but changes the way we think. In Sway, Ori and Rom Brafman not only uncover rational explanations for a wide variety of irrational behaviors but also point readers toward ways to avoid succumbing to their pull.

The Cold Start Problem


Andrew Chen - 2021
    Startups face daunting challenges entering the technology ecosystem, including stiff competition, copycats, and ineffective marketing channels. Teams launching new products must consider the advantages of “the network effect,” where a product or service’s value increases as more users engage with it. Apple, Google, Microsoft, and other tech giants utilize network effects, and most tech products incorporate them, whether they’re messaging apps, workplace collaboration tools, or marketplaces. Network effects provide a path for fledgling products to break through, attracting new users through viral growth and word of mouth.Yet most entrepreneurs lack the vocabulary and context to describe them—much less understand the fundamental principles that drive the effect. What exactly are network effects? How do teams create and build them into their products? How do products compete in a market where every player has them? Andrew Chen draws on his experience and  on interviews with the CEOs and founding teams of LinkedIn, Twitch, Zoom, Dropbox, Tinder, Uber, Airbnb, Pinterest — to provide unique insights in answering these questions. Chen also provides practical frameworks and principles that can be applied across products and industries. The Cold Start Problem reveals what makes winning networks successful, why some startups fail to successfully scale, and most crucially, why products that create and compete using the network effect are vitally important today.