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.

Adapt: Why Success Always Starts with Failure


Tim Harford - 2011
    People can use economics and they can use statistics and numbers to get at the truth and there is a real appetite for doing so. This is such a BBC thing to say--there’s almost a public service mission to be fulfilled in educating people about economics. When I wrote The Undercover Economist, it was all about my pure enthusiasm for the subject; the book is full of stuff I wanted to say and that is always the thing with the books: they are always such fun to write. Do you think that people these days are generally more economically literate? People are now aware of economics for various reasons. There are the problems with the economy--there is always more interest in economics when it is all going wrong. Where is the border line in your new book between economics and sociology? I don’t draw a border line, and particularly not with the new book. The Undercover Economist was basically all the cool economics I could think of and The Logic of Life was me investigating a particular part of economics. All of the references in The Logic of Life were academic economics papers that I had related--and hopefully made more fun. This new book, Adapt, is very different. I have started by asking what is wrong with the world, what needs fixing, how does it work--and if economics can tell us something about that (which it can) then I have used it. And if economics is not the tool that you need--if you need to turn to sociology or engineering or biology or psychology--I have, in fact, turned to all of them in this book. If that’s what you need, then that’s where I have gone. So I have written this book in a different way: I started with a problem and tried to figure out how to solve it. What specific subjects do you tackle? To be a bit more specific, the book is about how difficult problems get solved and I look at quick change; the banking crisis; poverty; innovation, as I think there is an innovation slow-down; and the war in Iraq. Also, I look at both problems in business and in everyday life. Those are the big problems that I look at--and my conclusion is that these sorts of problems only ever get solved by trial and error, so when they are being solved, they are being solved through experimentation, which is often a bottom-up process. When they are not being solved it is because we are not willing to experiment, or to use trial and error. Do you think companies will change to be much more experimental, with more decisions placed in the hands of employees? I don’t think that is necessarily a trend, and the reason is that the market itself is highly experimental, so if your company isn’t experimental it may just happen to have a really great, successful idea--and that’s fine; if it doesn’t, it will go bankrupt. But that said, it is very interesting to look at the range of companies who have got very into experimentation--they range from the key-cutting chain Timpson’s to Google; you can’t get more different than those two firms, but actually the language is very similar; the recruitment policies are similar; the way the employees get paid is similar. The “strap line” of the book is that “Success always starts with failure.” You are a successful author… so what was the failure that set you up for success? I was working on a book before The Undercover Economist… it was going to be a sort of Adrian Mole/Bridget Jones’ Diary-styled fictional comedy, in which the hero was this economist and through the hilarious things that happened to him, all these economic principles would be explained--which is a great idea--but the trouble is that I am not actually funny. Another example would be my first job as a management consultant… and I was a terrible management consultant. I crashed out after a few months. Much better that, than to stick with the job for two or three years-- a lot of people say you have got to do that to “show your commitment.” Taking the job was a mistake--why would I need to show my commitment to a mistake? Better to realise you made a mistake, stop and do something else, which I did. That idea that “failure breeds success” is central to most entrepreneurs. Do you think we need more of it in the UK? I think that the real problem is not failure rates in business; the problem is failure rates in politics. We need a much higher failure rate in politics. What actually happens is politicians--and this is true of all political parties--have got some project and they’ll say, “Right, we are going to do this thing,” and it is quite likely that idea is a bad idea--because most ideas fail; the world is complicated and while I don’t have the numbers for this, most ideas are, as it turns out, not good ideas. But they never collect the data, or whatever it is they need to measure, to find out where their idea is failing. So they have this bad idea, roll this bad idea out and the bad idea sticks, costs the country hundreds, millions, or billions of pounds, and then the bad idea is finally reversed by the next party on purely ideological grounds and you never find out whether it really worked or not. So we have this very, very low willingness to collect the data that would be necessary to demonstrate failure, which is the bit we actually need. To give a brief example: Ken Livingstone, as Mayor of London, came along and introduced these long, bendy buses. Boris Johnson came along and said, “If you elect me, I am going to get rid of those big bendy buses and replace them with double-decker buses.” He was elected and he did it, so… which one of them is right? I don’t know. I mean, isn’t that crazy? I know democracy is a wonderful thing and we voted for Ken Livingstone and we voted for Boris Johnson, but it would be nice to actually have the data on passenger injury rates, how quickly people can get on and off these buses, whether disabled people are using these buses… the sort of basic evidence you would want to collect. Based on that, are you a supporter of David Cameron’s “Big Society”, which in a sense favours local experimentation over central government planning? Well, I have some sympathy for the idea of local experimentation, but what worries me is that we have to have some mechanism that is going to tell you what is working and what is not--and there is no proposal for that. Cameron’s Tories seem to have the view that ‘if it is local then it will work.’ In my book, I have all kinds of interesting case studies of situations where localism really would have worked incredibly well, as in, say, the US Army in Iraq. But I have also got examples of where localism did not work well at all--such as a corruption-fighting drive in Indonesia. Is the new book, Adapt, your movement away from economic rationalist to management guru? Are you going to cast your eye over bigger problems? The two changes in Adapt are that I have tried to start with the problem, rather than saying, “I have got a hammer--I’m going to look for a nail.” I started with a nail and said, “Ok, look, I need to get this hammered in.” So I have started with the problem and then looked anywhere for solutions. And the second thing is that I have tried to do is write with more of a narrative. This is not a Malcolm Gladwell book, but I really admire the way that people like Gladwell get quite complex ideas across because they get you interested in the story; that is something that I have tried to do more of here. I am not too worried about it, because I know that I am never going to turn into Malcolm Gladwell--I am always going to be Tim Harford--but it doesn’t hurt to nudge in a certain direction. On Amazon, we recommend new book ideas to people: “If you like Tim Harford you may like…”, but what does Tim Harford also like? I read a lot of books, mostly non-fiction and in two categories: people who I think write a lot better than I do, and people who think about economics more deeply than I do. In the first category I am reading people like Michael Lewis, Kathryn Schulz (I loved her first book, Being Wrong), Malcolm Gladwell and Alain de Botton. In the second category, I read lots of technical economics books, but I enjoy Steven Landsburg, Edward Glaeser (who has a book out now which looks good), Bill Easterly… I don’t necessarily agree with all of these people! When I am not reading non-fiction, I am reading comic books or 1980s fantasy authors like Jack Vance.

The Big Leap: Conquer Your Hidden Fear and Take Life to the Next Level


Gay Hendricks - 2009
    Fans of Wayne Dyer, Eckhart Tolle, Marianne Williamson, and The Secret will find useful, effective tips for breaking down the walls to a better life in The Big Leap.

EntreLeadership: 20 Years of Practical Business Wisdom from the Trenches


Dave Ramsey - 2011
    These are the men and women doing battle daily beneath the banner that is your brand. Are they courageous or indecisive? Are they serving a motivated team or managing employees? Are they valued? Your team will never grow beyond you, so here’s another question to consider—are you growing? Whether you’re sitting at the CEO’s desk, the middle manager’s cubicle, or a card table in your living-room-based start-up, EntreLeadership provides the practical, step-by-step guidance to grow your business where you want it to go. Dave Ramsey opens up his championship playbook for business to show you how to: -Inspire your team to take ownership and love what they do -Unify your team and get rid of all gossip -Handle money to set your business up for success -Reach every goal you set -And much, much more! EntreLeadership is a one-stop guide filled with accessible advice for businesses and leaders to ensure success even through the toughest of times.

Secrets of Power Negotiating: Inside Secrets from a Master Negotiator


Roger Dawson - 1988
    Covers every aspect of the negotiating process with practical, proven advice: from beginning steps to critical final moves.

Insanely Simple: The Obsession That Drives Apple's Success


Ken Segall - 2012
    It was also a weapon.Simplicity isn’t just a design principle at Apple—it’s a value that permeates every level of the organization. The obsession with Simplicity is what separates Apple from other technology companies. It’s what helped Apple recover from near death in 1997 to become the most valuable company on Earth in 2011.Thanks to Steve Jobs’s uncompromising ways, you can see Simplicity in everything Apple does: the way it’s structured, the way it innovates, and the way it speaks to its customers.It’s by crushing the forces of Complexity that the company remains on its stellar trajectory.As ad agency creative director, Ken Segall played a key role in Apple’s resurrection, helping to create such critical marketing campaigns as Think different. By naming the iMac, he also laid the foundation for naming waves of i-products to come.Segall has a unique perspective, given his years of experience creating campaigns for other iconic tech companies, including IBM, Intel, and Dell. It was the stark contrast of Apple’s ways that made Segall appreciate the power of Simplicity—and inspired him to help others benefit from it.In Insanely Simple, you’ll be a fly on the wall inside a conference room with Steve Jobs, and on the receiving end of his midnight phone calls. You’ll understand how his obsession with Simplicity helped Apple perform better and faster, sometimes saving millions in the process. You’ll also learn, for example, how to:• Think Minimal: Distilling choices to a minimum brings clarity to a company and its customers—as Jobs proved when he replaced over twenty product models with a lineup of four.• Think Small: Swearing allegiance to the concept of “small groups of smart people” raises both morale and productivity.• Think Motion: Keeping project teams in constant motion focuses creative thinking on well-defined goals and minimizes distractions.• Think Iconic: Using a simple, powerful image to symbolize the benefit of a product or idea creates a deeper impression in the minds of customers.• Think War: Giving yourself an unfair advantage—using every weapon at your disposal—is the best way to ensure that your ideas survive unscathed.Segall brings Apple’s quest for Simplicity to life using fascinating (and previously untold) stories from behind the scenes. Through his insight and wit, you’ll discover how companies that leverage this power can stand out from competitors—and individuals who master it can become critical assets to their organizations.

Socialnomics: How Social Media Transforms the Way We Live and Do Business


Erik Qualman - 2009
    You've heard the term, even if you don't use the tools. But just how big has social media become? Social media has officially surpassed pornography as the top activity on the Internet. People would rather give up their e-mail than their social network. It is so powerful that it is causing a macro shift in the way we live and conduct business. Socialnomics charts this shift from the forefront.Brands can now be strengthened or destroyed by the use of social media. Online networking sites are being used as giant, free focus groups. Advertising is less effective at influencing consumers than the opinions of their peers. If you aren't using social media in your business strategy, you are already behind your competition.Explores how the concept of "Socialnomics" is changing the way businesses produce, market, and sell, eliminating inefficient marketing and middlemen, and making products easier and cheaper for consumers to obtain Learn how successful businesses are connecting with consumers like never before via Twitter, Facebook, YouTube, and other social media sites A must-read for anyone wanting to learn about, and harness the power of social media, rather than be squashed by it Author Erik Qualman is a former online marketer for several Top 100 brands and the current Global Vice President of Online Marketing for the world's largest private education firm Socialnomics is an essential book for anyone who wants to understand the implications of social media, and how businesses can tap the power of social media to increase their sales, cut their marketing costs, and reach consumers directly.

Designing Your Life: Build a Life that Works for You


Bill Burnett - 2016
    Now in book form for the first time, their simple method will teach you how to use basic design tools to create a life that will work for you.Using real-life stories and proven techniques like reframing, prototyping and mind-mapping, you will learn how to build your way forwards, step-by-positive-step, to a life that’s better by a design of your own making.Because a well-designed life means a life well-lived.

The Go-Giver: A Little Story About a Powerful Business Idea


Bob Burg - 2007
    Joe is a true go-getter, though sometimes he feels as if the harder and faster he works, the further away his goals seem to be. And so one day, desperate to land a key sale at the end of a bad quarter, he seeks advice from the enigmatic Pindar, a legendary consultant referred to by his many devotees simply as the Chairman. Over the next week, Pindar introduces Joe to a series of “go-givers:” a restaurateur, a CEO, a financial adviser, a real estate broker, and the “Connector,” who brought them all together. Pindar’s friends share with Joe the Five Laws of Stratospheric Success and teach him how to open himself up to the power of giving. Joe learns that changing his focus from getting to giving—putting others’ interests first and continually adding value to their lives—ultimately leads to unexpected returns. Imparted with wit and grace, The Go-Giver is a heartwarming and inspiring tale that brings new relevance to the old proverb “Give and you shall receive.”

Brag!: The Art of Tooting Your Own Horn without Blowing It


Peggy Klaus - 2003
    The renowned communication expert's subtle but effective plan for selling your best asset - yourself - without turning off those you're trying to impress.

The Founder's Dilemmas: Anticipating and Avoiding the Pitfalls That Can Sink a Startup


Noam Wasserman - 2011
    Friendships and relationships can suffer. Bad decisions at the inception of a promising venture lay the foundations for its eventual ruin. The Founder's Dilemmas is the first book to examine the early decisions by entrepreneurs that can make or break a startup and its team.Drawing on a decade of research, Noam Wasserman reveals the common pitfalls founders face and how to avoid them. He looks at whether it is a good idea to cofound with friends or relatives, how and when to split the equity within the founding team, and how to recognize when a successful founder-CEO should exit or be fired. Wasserman explains how to anticipate, avoid, or recover from disastrous mistakes that can splinter a founding team, strip founders of control, and leave founders without a financial payoff for their hard work and innovative ideas. He highlights the need at each step to strike a careful balance between controlling the startup and attracting the best resources to grow it, and demonstrates why the easy short-term choice is often the most perilous in the long term. The Founder's Dilemmas draws on the inside stories of founders like Evan Williams of Twitter and Tim Westergren of Pandora, while mining quantitative data on almost ten thousand founders.People problems are the leading cause of failure in startups. This book offers solutions.

The Perfectionists: How Precision Engineers Created the Modern World


Simon Winchester - 2018
    At the dawn of the Industrial Revolution in eighteenth-century England, standards of measurement were established, giving way to the development of machine tools—machines that make machines. Eventually, the application of precision tools and methods resulted in the creation and mass production of items from guns and glass to mirrors, lenses, and cameras—and eventually gave way to further breakthroughs, including gene splicing, microchips, and the Hadron Collider.Simon Winchester takes us back to origins of the Industrial Age, to England where he introduces the scientific minds that helped usher in modern production: John Wilkinson, Henry Maudslay, Joseph Bramah, Jesse Ramsden, and Joseph Whitworth. It was Thomas Jefferson who later exported their discoveries to the fledgling United States, setting the nation on its course to become a manufacturing titan. Winchester moves forward through time, to today’s cutting-edge developments occurring around the world, from America to Western Europe to Asia.As he introduces the minds and methods that have changed the modern world, Winchester explores fundamental questions. Why is precision important? What are the different tools we use to measure it? Who has invented and perfected it? Has the pursuit of the ultra-precise in so many facets of human life blinded us to other things of equal value, such as an appreciation for the age-old traditions of craftsmanship, art, and high culture? Are we missing something that reflects the world as it is, rather than the world as we think we would wish it to be? And can the precise and the natural co-exist in society?

The Lean Entrepreneur: How Visionaries Create Products, Innovate with New Ventures, and Disrupt Markets


Brant Cooper - 2012
    yet. The Lean Entrepreneur shows you how to become one. Most of us believe entrepreneurial visionaries are born, not made. Our media glorify business outliers like Bezos, Branson, Gates, and Jobs as heroes with X-ray vision who can look to the future, see clearly what will be, imagine a fully formed product or experience and then, simply make the vision real.Many in our entrepreneur community still believe that to be visionary, we must merely execute on a seemingly good idea and ignore all doubt. With this mindset, companies build doomed products in a vacuum; enterprises make ill-fated innovation investment decisions; and employees and shareholders come along for an uncomfortable ride. Falling prey to the Myth of the Visionary confuses talented entrepreneurs, product managers, innovators and investors. It leads us to heartbreaking, costly and preventable failures in new product and venture development. The Lean Entrepreneur moves us beyond this myth. It combines powerful customer insight, rapid experimentation and easily actionable data from the Lean Startup methodology to empower individuals, companies, and entire teams to evolve their vision, solve problems, and create value at the speed of the Internet.Anyone can be visionary. The Lean Entrepreneur shows you how to: Apply actionable tips, tricks and hacks from successful lean entrepreneurs. Leverage the Innovation Spectrum to disrupt existing markets and create new ones. Drive strategies for efficient market testing with Minimal Viable Products. Engage customers with Viability Testing and radically reduce time and budget for product development. Rapidly create cross-functional innovation teams that devour roadblocks and set new benchmarks. Bring your organization critical focus on the power of loyal customers and valuable products you can build to serve them. Leverage instructive tools, skill-building exercises, and worksheets along with bonus online videos.

Invent and Wander: The Collected Writings of Jeff Bezos


Jeff Bezos - 2020
    Spanning a range of topics across business and public policy, from innovation and customer obsession to climate change and outer space, this book provides a rare glimpse into how Bezos thinks about the world and where the future might take us.Written in a direct, down-to-earth style, Invent and Wander offers readers a master class in business values, strategy, and execution:● The importance of a Day 1 mindset● Why “it’s all about the long term”● What it really means to be customer obsessed● How to start new businesses and create significant organic growth in an already successful company● Why culture is an imperative● How a willingness to fail is closely connected to innovation● What the Covid-19 pandemic has taught usEach insight offers new ways of thinking through today’s challenges—and more importantly, tomorrow’s—and the never-ending urgency of striving ahead, never resting on one’s laurels. Everyone from CEOs to entrepreneurs just setting up shop to the millions who use Amazon’s products and services in their homes or businesses will come to understand the principles that have driven the success of one of the most important innovators of our time.

The Fred Factor: How passion in your work and life can turn the ordinary into the extraordinary


Mark Sanborn - 2002
    Because of that, he is constantly going the extra mile handling the mail – and sometimes watching over the houses – of the people on his route, treating everyone he meets as a friend. Where others might see delivering mail as monotonous drudgery, Fred sees an opportunity to make a difference in the lives of those he serves.We’ve all encountered people like Fred in our lives. In THE FRED FACTOR, Mark Sanborn illuminates the simple steps each of us can take to transform our own lives from the ordinary – into the extraordinary. Sanborn, through stories about Fred and others like him, reveals the four basic principles that will help us bring fresh energy and creativity to our life and work: how to make a real difference everyday, how to become more successful by building strong relationships, how to create real value for others without spending a penny, and how to constantly reinvent yourself. By following these principles, and by learning from and teaching other “Freds,” you, too, can excel in your career and make your life extraodinary. As Mark Sanborn makes clear, each of us has the potential be a Fred.THE FRED FACTOR shows you how.