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Prediction Machines: The Simple Economics of Artificial Intelligence
Ajay Agrawal - 2018
But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear:
Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions.
Prediction tools increase productivity--operating machines, handling documents, communicating with customers.
Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete.
Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.
Venture Deals
Brad Feld - 2011
It happens because VCs are experts in financings and most entrepreneurs are not. Brad and Jason are out to fix that problem with Venture Deals. This book is long overdue and badly needed."Fred Wilson, Managing Partner, Union Square Ventures"Feld and Mendelson pack a graduate-level course into this energetic and accessible book.?The authors' frank style and incisive insight make this a must-read for high-growth company entrepreneurs, early-stage investors, and graduate students.?Start here if you want to understand venture capital deal structure and strategies.?I enthusiastically recommend."Brad Bernthal, CU Boulder, Associate Clinical Professor ofLaw, Technology Policy, Entrepreneurial Law"A must-read book for entrepreneurs.?Brad and Jason demystify the overly complex world of term sheets and M&A, cutting through the legalese and focusing on what really matters.?That's a good thing not just for entrepreneurs, but also for venture capitalists, angels, and lawyers.?Having an educated entrepreneur on the other side of the table means you spend your time negotiating the important issues and ultimately get to the right deal faster."Greg Gottesman, Managing Director, Madrona Venture Group"Venture Deals is a must-read for any entrepreneur contemplating or currently leading a venture-backed company. Brad and Jason are highly respected investors who shoot straight from the hip and tell it like it is, bringing a level of transparency to a process that is rarely well understood. It's like having a venture capitalist as a best friend who is looking out for your best interests and happy to answer all of your questions."Emily Mendell, Vice President of Communications,National Venture Capital Association"The adventure of starting and growing a company can be exhilarating or excruciatingor both. Feld and Mendelson have done a masterful job of shedding light on what can either become one of the most helpful or dreadful experiences for entrepreneursaccepting venture capital into their firm. This book takes the lid off the black box and helps entrepreneurs understand the economics and control provisions of working with a venture partner."Lesa Mitchell, Vice President, Advancing Innovation, Kauffman Foundation
Bad Blood: Secrets and Lies in a Silicon Valley Startup
John Carreyrou - 2018
Backed by investors such as Larry Ellison and Tim Draper, Theranos sold shares in a fundraising round that valued the company at $9 billion, putting Holmes's worth at an estimated $4.7 billion. There was just one problem: The technology didn't work.For years, Holmes had been misleading investors, FDA officials, and her own employees. When Carreyrou, working at The Wall Street Journal, got a tip from a former Theranos employee and started asking questions, both Carreyrou and the Journal were threatened with lawsuits. Undaunted, the newspaper ran the first of dozens of Theranos articles in late 2015. By early 2017, the company's value was zero and Holmes faced potential legal action from the government and her investors. Here is the riveting story of the biggest corporate fraud since Enron, a disturbing cautionary tale set amid the bold promises and gold-rush frenzy of Silicon Valley.
Black Box Thinking: Why Some People Never Learn from Their Mistakes - But Some Do
Matthew Syed - 2015
Every aircraft is equipped with an almost indestructible black box. When there is an accident, the box is opened, the data is analyzed, and the reason for the accident excavated. This ensures that procedures are adapted so that the same mistake doesn’t happen again. With this method, the industry has created an astonishing safety record.For pilots working in a safety-critical industry, getting it wrong can have deadly consequences. But most of us have a relationship with failure that impedes progress, halts innovation, and damages our lives. We don’t acknowledge it or learn from it —though we often think we do.Moving from anthropology to psychology and from history to complexity theory, Matthew Syed explains why even when we think we have 20/20 hindsight, our vision’s still fuzzy. He offers a radical new idea: that the most important determinant of success in any field, whether sports, business, or life, is an acknowledgment of failure and a willingness to engage with it. This is how we learn, progress and excel. This approach explains everything from biological evolution and the efficiency of markets to the success of the Mercedes F1 team and the mindset of David Beckham.Using a cornucopia of interviews, gripping stories, and sharp-edged science, Syed explores the intimate relationship between failure and success, and shows why we need to transport black box thinking into our own lives. If we wish to unleash our potential, we must diagnose and break free of our failures. Part manifesto for change, part intellectual adventure, this groundbreaking book reveals how to do both.
Getting to Yes: Negotiating Agreement Without Giving In
Roger Fisher - 1981
One of the primary business texts of the modern era, it is based on the work of the Harvard Negotiation Project, a group that deals with all levels of negotiation and conflict resolution. Getting to Yes offers a proven, step-by-step strategy for coming to mutually acceptable agreements in every sort of conflict. Thoroughly updated and revised, it offers readers a straight- forward, universally applicable method for negotiating personal and professional disputes without getting angry-or getting taken.This is by far the best thing I`ve ever read about negotiation. It is equally relevant for the individual who would like to keep his friends, property, and income and the statesman who would like to keep the peace." --John Kenneth Galbraith"
Barbarians at the Gate: The Fall of RJR Nabisco
Bryan Burrough - 1989
An enduring masterpiece of investigative journalism by Bryan Burrough and John Helyar, it includes a new afterword by the authors that brings this remarkable story of greed and double-dealings up to date twenty years after the famed deal. The Los Angeles Times calls Barbarians at the Gate, “Superlative.” The Chicago Tribune raves, “It’s hard to imagine a better story...and it’s hard to imagine a better account.” And in an era of spectacular business crashes and federal bailouts, it still stands as a valuable cautionary tale that must be heeded.
The Pumpkin Plan: A Simple Strategy to Grow a Remarkable Business in Any Field
Mike Michalowicz - 2012
Under such pressure to stay alive—let alone grow—it’s easy for entrepreneurs to get caught up in a never-ending cycle of “sell it—do it, sell it—do it” that leaves them exhausted, frustrated, and unable to get ahead no matter how hard they try.This is the exact situation Mike Michalowicz found himself in when he was trying to grow his first company. Although it was making steady money, there was never very much left over and he was chasing customers left and right, putting in twenty-eight-hour days, eight days a week. The punishing grind never let up. His company was alive but stunted, and he was barely breathing. That’s when he discovered an unlikely source of inspiration—pumpkin farmers.After reading an article about a local farmer who had dedicated his life to growing giant pumpkins, Michalowicz realized the same process could apply to growing a business. He tested the Pumpkin Plan on his own company and transformed it into a remarkable, multimillion-dollar industry leader. First he did it for himself. Then for others. And now you. So what is the Pumpkin Plan?Plant the right seeds: Don’t waste time doing a bunch of different things just to please your customers. Instead, identify the thing you do better than anyone else and focus all of your attention, money, and time on figuring out how to grow your company doing it. Weed out the losers: In a pumpkin patch small, rotten pumpkins stunt the growth of the robust, healthy ones. The same is true of customers. Figure out which customers add the most value and provide the best opportunities for sustained growth. Then ditch the worst of the worst. Nurture the winners: Once you figure out who your best customers are, blow their minds with care. Discover their unfulfilled needs, innovate to make their wishes come true, and overdeliver on every single promise.Full of stories of other successful entrepreneurs, The Pumpkin Plan guides you through unconventional strategies to help you build a truly profitable blue-ribbon company that is the best in its field.
Zig Ziglar's Secrets of Closing the Sale
Zig Ziglar - 1984
This new guide by America's #1 professional in the art of persuasion focuses on the most essential part of the sale—how to make them say "Yes, I will!" Zig Ziglar lets you in on the secrets of his own sure-fire, tested methods:Over 100 successful closings for every kind of persuasionOver 700 questions that will open your eyes to new possibilities you may have overlookedHow to paint word pictures and use your imagination to get resultsProfessional tips from America's 100 most succesful salespeopleDo what millions of Americans have already done—open this book and start learning from Zig Ziglar's Secrets of Closing the Sale!
Turing's Cathedral: The Origins of the Digital Universe
George Dyson - 2012
In Turing’s Cathedral, George Dyson focuses on a small group of men and women, led by John von Neumann at the Institute for Advanced Study in Princeton, New Jersey, who built one of the first computers to realize Alan Turing’s vision of a Universal Machine. Their work would break the distinction between numbers that mean things and numbers that do things—and our universe would never be the same. Using five kilobytes of memory (the amount allocated to displaying the cursor on a computer desktop of today), they achieved unprecedented success in both weather prediction and nuclear weapons design, while tackling, in their spare time, problems ranging from the evolution of viruses to the evolution of stars. Dyson’s account, both historic and prophetic, sheds important new light on how the digital universe exploded in the aftermath of World War II. The proliferation of both codes and machines was paralleled by two historic developments: the decoding of self-replicating sequences in biology and the invention of the hydrogen bomb. It’s no coincidence that the most destructive and the most constructive of human inventions appeared at exactly the same time. How did code take over the world? In retracing how Alan Turing’s one-dimensional model became John von Neumann’s two-dimensional implementation, Turing’s Cathedral offers a series of provocative suggestions as to where the digital universe, now fully three-dimensional, may be heading next.
The Culture Map: Breaking Through the Invisible Boundaries of Global Business
Erin Meyer - 2014
Renowned expert Erin Meyer is your guide through this subtle, sometimes treacherous terrain where people from starkly different backgrounds are expected to work harmoniously together.When you have Americans who precede anything negative with three nice comments; French, Dutch, Israelis, and Germans who get straight to the point (“your presentation was simply awful”); Latin Americans and Asians who are steeped in hierarchy; Scandinavians who think the best boss is just one of the crowd—the result can be, well, sometimes interesting, even funny, but often disastrous.Even with English as a global language, it’s easy to fall into cultural traps that endanger careers and sink deals when, say, a Brazilian manager tries to fathom how his Chinese suppliers really get things done, or an American team leader tries to get a handle on the intra-team dynamics between his Russian and Indian team members.In The Culture Map, Erin Meyer provides a field-tested model for decoding how cultural differences impact international business. She combines a smart analytical framework with practical, actionable advice for succeeding in a global world.
Thank You for Being Late: An Optimist's Guide to Thriving in the Age of Accelerations
Thomas L. Friedman - 2016
Friedman shows that we have entered an age of dizzying acceleration--and explains how to live in it. Due to an exponential increase in computing power, climbers atop Mount Everest enjoy excellent cell-phone service and self-driving cars are taking to the roads. A parallel explosion of economic interdependency has created new riches as well as spiraling debt burdens. Meanwhile, Mother Nature is also seeing dramatic changes as carbon levels rise and species go extinct, with compounding results.How do these changes interact, and how can we cope with them? To get a better purchase on the present, Friedman returns to his Minnesota childhood and sketches a world where politics worked and joining the middle class was an achievable goal. Today, by contrast, it is easier than ever to be a maker (try 3-D printing) or a breaker (the Islamic State excels at using Twitter), but harder than ever to be a leader or merely "average." Friedman concludes that nations and individuals must learn to be fast (innovative and quick to adapt), fair (prepared to help the casualties of change), and slow (adept at shutting out the noise and accessing their deepest values). With vision, authority, and wit, Thank You for Being Late establishes a blueprint for how to think about our times.
Dealers of Lightning: Xerox PARC and the Dawn of the Computer Age
Michael A. Hiltzik - 1999
And they did it without fanfare or recognition from their employer. Hiltzik's Dealers of Lightning provides a fascinating look at technohistory that sets the record straight. In Dealers of Lightning, Hiltzik describes the forces and faces behind the revolution that the Xerox PARC team single-handedly spawned. The Xerox PARC group was composed solely of top technical minds. The decision was made at Xerox headquarters to give the team complete freedom from deadlines and directives, in hopes of fostering a true creative environment. It worked perhaps too well. The team responded with a steady output of amazing technology, including the first version of the Internet, the first personal computer, user-friendly word-processing programs, and pop-up menus. Xerox, far from ready for the explosion of innovation, failed to utilize the technology dreamed up by the group. Out of all the dazzling inventions born at Xerox PARC, only a handful were developed and marketed by Xerox. However, one of these inventions, the laser printer, proved successful enough to earn billions for the company, therefore justifying its investment in the research center. Most oftheteam's creations would go on to be developed and perfected by other companies, such as IBM, Apple, and Microsoft. Drawing from interviews with the engineers, executives, and scientists involved in the Xerox PARC, Dealers of Lightning chronicles an amazing era of egos, ideas, and inventions at the dawn of the computer age.
Setting the Table: The Transforming Power of Hospitality in Business
Danny Meyer - 2006
Danny Meyer started Union Square Cafe when he was 27, with a good idea and hopeful investors. He is now the co-owner of a restaurant empire. How did he do it? How did he beat the odds in one of the toughest trades around? In this landmark book, Danny shares the lessons he learned developing the dynamic philosophy he calls Enlightened Hospitality. The tenets of that philosophy, which emphasize strong in-house relationships as well as customer satisfaction, are applicable to anyone who works in any business. Whether you are a manager, an executive, or a waiter, Danny’s story and philosophy will help you become more effective and productive, while deepening your understanding and appreciation of a job well done. Setting the Table is landmark a motivational work from one of our era’s most gifted and insightful business leaders.
Secrets of Sand Hill Road: Venture Capital and How to Get It
Scott Kupor - 2019
That's where you'll find the biggest names in venture capital, including famed VC firm Andreessen Horowitz, where lawyer-turned-entrepreneur-turned-VC Scott Kupor serves as managing partner.Whether you're trying to get a new company off the ground or scale an existing business to the next level, you need to understand how VCs think. In Secrets of Sand Hill Road, Kupor explains exactly how VCs decide where and how much to invest, and how entrepreneurs can get the best possible deal and make the most of their relationships with VCs. Kupor explains, for instance:- Why most VCs typically invest in only one startup in a given business category.- Why the skill you need most when raising venture capital is the ability to tell a compelling story.- How to handle a "down round," when startups have to raise funds at a lower valuation than in the previous round.- What to do when VCs get too entangled in the day-to-day operations of the business.- Why you need to build relationships with potential acquirers long before you decide to sell.Filled with Kupor's firsthand experiences, insider advice, and practical takeaways, Secrets of Sand Hill Road is the guide every entrepreneur needs to turn their startup into the next unicorn.
Choose Yourself: Be Happy, Make Millions, Live the Dream
James Altucher - 2013
Markets have crashed. Jobs have disappeared. Industries have been disrupted and are being remade before our eyes. Everything we aspired to for “security,” everything we thought was “safe,” no longer is: College. Employment. Retirement. Government. It’s all crumbling down. In every part of society, the middlemen are being pushed out of the picture. No longer is someone coming to hire you, to invest in your company, to sign you, to pick you. It’s on you to make the most important decision in your life: Choose Yourself.New tools and economic forces have emerged to make it possible for individuals to create art, make millions of dollars and change the world without “help.” More and more opportunities are rising out of the ashes of the broken system to generate real inward success (personal happiness and health) and outward success (fulfilling work and wealth).This book will teach you to do just that. With dozens of case studies, interviews and examples–including the author, investor and entrepreneur James Altucher’s own heartbreaking and inspiring story–Choose Yourself illuminates your personal path to building a bright, new world out of the wreckage of the old.