Reality is Broken: Why Games Make Us Better and How They Can Change the World


Jane McGonigal - 2010
    The average young person in the UK will spend 10,000 hours gaming by the age of twenty-one. What's causing this mass exodus? According to world-renowned game designer Jane McGonigal the answer is simple: videogames are fulfilling genuine human needs. Drawing on positive psychology, cognitive science and sociology, Reality is Broken shows how game designers have hit on core truths about what makes us happy, and utilized these discoveries to astonishing effect in virtual environments. But why, McGonigal asks, should we use the power of games for escapist entertainment alone? In this groundbreaking exploration of the power and future of gaming, she reveals how gamers have become expert problem solvers and collaborators, and shows how we can use the lessons of game design to socially positive ends, be it in our own lives, our communities or our businesses. Written for gamers and non-gamers alike, Reality is Broken sends a clear and provocative message: the future will belong to those who can understand, design and play games.

The Code of the Extraordinary Mind: 10 Unconventional Laws to Redefine Your Life and Succeed On Your Own Terms


Vishen Lakhiani - 2016
    Learn to think like the greatest creative minds of our era—to question, challenge, and create new rules for your ideas of love, education, spirituality, work, happiness, and meaning. The Code of the Extraordinary Mind is a blueprint for retraining our minds to hack everything—how we work, love, parent, and heal—and learn to succeed on our own terms. No matter where you’re starting from, you can build a life that’s truly extraordinary and make a dent in the universe. In this book, you will learn to bend reality, question the brules, transcend the culturescape, embrace your quest, practice consciousness engineering, live in blissipline, and push humanity forward. You will question your limits and realize that there are none. Your understanding of the world around you and your place in it will change, and you will find yourself operating at a new, extraordinary level in every way—with happiness, purpose, fulfillment, and love.

Skunk Works: A Personal Memoir of My Years at Lockheed


Ben R. Rich - 1994
    As recounted by Ben Rich, the operation's brilliant boss for nearly two decades, the chronicle of Lockheed's legendary Skunk Works is a drama of cold war confrontations and Gulf War air combat, of extraordinary feats of engineering & achievement against fantastic odds. Here are up-close portraits of the maverick band of scientists & engineers who made the Skunk Works so renowned. Filled with telling personal anecdotes & high adventure, with narratives from the CIA & from Air Force pilots who flew the many classified, risky missions, this book is a portrait of the most spectacular aviation triumphs of the 20th century.

Blood, Sweat, and Pixels: The Triumphant, Turbulent Stories Behind How Video Games Are Made


Jason Schreier - 2017
    In Blood, Sweat, and Pixels, Jason Schreier takes readers on a fascinating odyssey behind the scenes of video game development, where the creator may be a team of 600 overworked underdogs or a solitary geek genius. Exploring the artistic challenges, technical impossibilities, marketplace demands, and Donkey Kong-sized monkey wrenches thrown into the works by corporate, Blood, Sweat, and Pixels reveals how bringing any game to completion is more than Sisyphean—it's nothing short of miraculous.Taking some of the most popular, bestselling recent games, Schreier immerses readers in the hellfire of the development process, whether it's RPG studio Bioware's challenge to beat an impossible schedule and overcome countless technical nightmares to build Dragon Age: Inquisition; indie developer Eric Barone's single-handed efforts to grow country-life RPG Stardew Valley from one man's vision into a multi-million-dollar franchise; or Bungie spinning out from their corporate overlords at Microsoft to create Destiny, a brand new universe that they hoped would become as iconic as Star Wars and Lord of the Rings—even as it nearly ripped their studio apart. Documenting the round-the-clock crunches, buggy-eyed burnout, and last-minute saves, Blood, Sweat, and Pixels is a journey through development hell—and ultimately a tribute to the dedicated diehards and unsung heroes who scale mountains of obstacles in their quests to create the best games imaginable.

Trust Me, I'm Lying: Confessions of a Media Manipulator


Ryan Holiday - 2012
    A malicious online rumor costs a company millions. A political sideshow derails the national news cycle and destroys a candidate. Some product or celebrity zooms from total obscurity to viral sensation. What you don't know is that someone is responsible for all this. Usually, someone like me.I'm a media manipulator. In a world where blogs control and distort the news, my job is to control blogs--as much as any one person can. In today's culture... 1) Blogs like "Gawker," "Buzzfeed" and the "Huffington Post" drive the media agenda. 2) Bloggers are slaves to money, technology, and deadlines. 3) Manipulators wield these levers to shape everything you read, see and watch--online and off.Why am I giving away these secrets? Because I'm tired of a world where blogs take indirect bribes, marketers help write the news, reckless journalists spread lies, and no one is accountable for any of it. I'm pulling back the curtain because I don't want anyone else to get blindsided. I'm going to explain exactly how the media "really" works. What you choose to do with this information is up to you.

The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time


Jim McKelvey - 2020
    Louis glassblowing artist and recovering computer scientist named Jim McKelvey lost a sale because he couldn't accept American Express cards. Frustrated by the high costs and difficulty of accepting credit card payments, McKelvey joined his friend Jack Dorsey (the cofounder of Twitter) to launch Square, a startup that would enable small merchants to accept credit card payments on their mobile phones. With no expertise or experience in the world of payments, they approached the problem of credit cards with a new perspective, questioning the industry's assumptions, experimenting and innovating their way through early challenges, and achieving widespread adoption from merchants small and large.But just as Square was taking off, Amazon launched a similar product, marketed it aggressively, and undercut Square on price. For most ordinary startups, this would have spelled the end. Instead, less than a year later, Amazon was in retreat and soon discontinued its service. How did Square beat the most dangerous company on the planet? Was it just luck? These questions motivated McKelvey to study what Square had done differently from all the other companies Amazon had killed. He eventually found the key: a strategy he calls the Innovation Stack.McKelvey's fascinating and humorous stories of Square's early days are blended with historical examples of other world-changing companies built on the Innovation Stack to reveal a pattern of ground-breaking, competition-proof entrepreneurship that is rare but repeatable.The Innovation Stack is a thrilling business narrative that's much bigger than the story of Square. It is an irreverent first-person look inside the world of entrepreneurship, and a call to action for all of us to find the entrepreneur within ourselves and identify and fix unsolved problems--one crazy idea at a time.

The War on Normal People: The Truth About America's Disappearing Jobs and Why Universal Basic Income Is Our Future


Andrew Yang - 2018
    The shift toward automation is about to create a tsunami of unemployment. Not in the distant future—now. One recent estimate predicts 45 million American workers will lose their jobs within the next twelve years—jobs that won't be replaced. In a future marked by restlessness and chronic unemployment, what will happen to American society? In The War on Normal People, Andrew Yang paints a dire portrait of the American economy. Rapidly advancing technologies like artificial intelligence, robotics and automation software are making millions of Americans' livelihoods irrelevant. The consequences of these trends are already being felt across our communities in the form of political unrest, drug use, and other social ills. The future looks dire-but is it unavoidable? In The War on Normal People, Yang imagines a different future—one in which having a job is distinct from the capacity to prosper and seek fulfillment. At this vision's core is Universal Basic Income, the concept of providing all citizens with a guaranteed income-and one that is rapidly gaining popularity among forward-thinking politicians and economists. Yang proposes that UBI is an essential step toward a new, more durable kind of economy, one he calls "human capitalism."

The Wizard of Menlo Park: How Thomas Alva Edison Invented the Modern World


Randall E. Stross - 2007
    Newspapers proclaimed his genius in glowing personal profiles and quipped that “the doctor has been called” because the great man “has not invented anything since breakfast.” Starting with the first public demonstrations of the phonograph in 1878 and extending through the development of incandescent light, a power generation and distribution system to sustain it, and the first motion picture cameras—all achievements more astonishing in their time than we can easily grasp today—Edison’s name became emblematic of all the wonder and promise of the emerging age of technological marvels.But as Randall Stross makes clear in this critical biography of the man who is arguably the most globally famous of all Americans, Thomas Edison’s greatest invention may have been his own celebrity. Edison was certainly a technical genius, but Stross excavates the man from layers of myth-making and separates his true achievements from his almost equally colossal failures. How much credit should Edison receive for the various inventions that have popularly been attributed to him—and how many of them resulted from both the inspiration and the perspiration of his rivals and even his own assistants? How much of Edison’s technical skill helped him overcome a lack of business acumen and feel for consumers’ wants and needs?This bold reassessment of Edison’s life and career answers these and many other important questions while telling the story of how he came upon his most famous inventions as a young man and spent the remainder of his long life trying to conjure similar success. We also meet his partners and competitors, presidents and entertainers, his close friend Henry Ford, the wives who competed with his work for his attention, and the children who tried to thrive in his shadow—all providing a fuller view of Edison’s life and times than has ever been offered before. The Wizard of Menlo Park reveals not only how Edison worked, but how he managed his own fame, becoming the first great celebrity of the modern age.

Creative Confidence: Unleashing the Creative Potential Within Us All


Tom Kelley - 2013
     In an incredibly entertaining and inspiring narrative that draws on countless stories from their work at IDEO, the Stanford d.school, and with many of the world's top companies, David and Tom Kelley identify the principles and strategies that will allow us to tap into our creative potential in our work lives, and in our personal lives, and allow us to innovate in terms of how we approach and solve problems.  It is a book that will help each of us be more productive and successful in our lives and in our careers.

Creativity, Inc.: Overcoming the Unseen Forces That Stand in the Way of True Inspiration


Ed Catmull - 2009
    Creativity, Inc. is a book for managers who want to lead their employees to new heights, a manual for anyone who strives for originality, and the first-ever, all-access trip into the nerve center of Pixar Animation—into the meetings, postmortems, and “Braintrust” sessions where some of the most successful films in history are made. It is, at heart, a book about how to build a creative culture—but it is also, as Pixar co-founder and president Ed Catmull writes, “an expression of the ideas that I believe make the best in us possible.” For nearly twenty years, Pixar has dominated the world of animation, producing such beloved films as the Toy Story trilogy, Monsters, Inc., Finding Nemo, The Incredibles, Up, and WALL-E, which have gone on to set box-office records and garner thirty Academy Awards. The joyousness of the storytelling, the inventive plots, the emotional authenticity: In some ways, Pixar movies are an object lesson in what creativity really is. Here, in this book, Catmull reveals the ideals and techniques that have made Pixar so widely admired—and so profitable.   As a young man, Ed Catmull had a dream: to make the first computer-animated movie. He nurtured that dream as a Ph.D. student at the University of Utah, where many computer science pioneers got their start, and then forged a partnership with George Lucas that led, indirectly, to his founding Pixar with Steve Jobs and John Lasseter in 1986. Nine years later, Toy Story was released, changing animation forever. The essential ingredient in that movie’s success—and in the thirteen movies that followed—was the unique environment that Catmull and his colleagues built at Pixar, based on philosophies that protect the creative process and defy convention, such as:   • Give a good idea to a mediocre team, and they will screw it up. But give a mediocre idea to a great team, and they will either fix it or come up with something better. • If you don’t strive to uncover what is unseen and understand its nature, you will be ill prepared to lead. • It’s not the manager’s job to prevent risks. It’s the manager’s job to make it safe for others to take them. • The cost of preventing errors is often far greater than the cost of fixing them. • A company’s communication structure should not mirror its organizational structure. Everybody should be able to talk to anybody. • Do not assume that general agreement will lead to change—it takes substantial energy to move a group, even when all are on board.

Deep Learning


Ian Goodfellow - 2016
    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

Blockchain Technology Explained: The Ultimate Beginner’s Guide About Blockchain Wallet, Mining, Bitcoin, Ethereum, Litecoin, Zcash, Monero, Ripple, Dash, IOTA and Smart Contracts


Alan T. Norman - 2017
    Topics you can expect to see in this book include: ● What problem does blockchain solve? ● How can technology make our institutions faster and less expensive? ● Could technology replace our institutions (like governments, banks, etc) altogether? ● How does blockchain build trust between strangers? ● How does blockchain increase security for transactions and contracts? ● Can blockchain be used outside of finance? ● What is a block? ● What is the chain and why do we need it? ● What’s a technical explanation of what happens in the blockchain? ● What is mining and why do we need it? ● Are there alternatives to mining to create a blockchain? ● What’s the story of Bitcoin? ● Does Bitcoin have any problems? ● What is Ethereum, and what is a smart contract? ● Are there other blockchain technologies I should know about? ● How are companies adopting blockchain? ● What regulatory hurdles might slow blockchain adoption? Whew, that’s a lot of questions. If you’re ready to tackle them, I’m ready

Company of One: Why Staying Small Is the Next Big Thing for Business


Paul Jarvis - 2019
    Not as a freelancer who only gets paid on a per piece basis, and not as an entrepreneurial start-up that wants to scale as soon as possible, but as a small business that is deliberately committed to staying that way. By staying small, one can have freedom to pursue more meaningful pleasures in life, and avoid the headaches that result from dealing with employees, long meetings, or worrying about expansion. Company of One introduces this unique business strategy and explains how to make it work for you, including how to generate cash flow on an ongoing basis. Paul Jarvis left the corporate world when he realized that working in a high-pressure, high profile world was not his idea of success. Instead, he now works for himself out of his home on a small, lush island off of Vancouver, and lives a much more rewarding and productive life. He no longer has to contend with an environment that constantly demands more productivity, more output, and more growth.   In Company of One, Jarvis explains how you can find the right pathway to do the same, including planning how to set up your shop, determining your desired revenues, dealing with unexpected crises, keeping your key clients happy, and of course, doing all of this on your own.

Creativity: Flow and the Psychology of Discovery and Invention


Mihaly Csikszentmihalyi - 1996
    The author's objective is to offer an understanding of what leads to these moments, be it the excitement of the artist at the easel or the scientist in the lab, so that knowledge can be used to enrich people's lives. Drawing on 100 interviews with exceptional people, from biologists and physicists to politicians and business leaders, poets and artists, as well as his 30 years of research on the subject, Csikszentmihalyi uses his famous theory to explore the creative process. He discusses such ideas as why creative individuals are often seen as selfish and arrogant, and why the tortured genius is largely a myth. Most important, he clearly explains why creativity needs to be cultivated and is necessary for the future of our country, if not the world.

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.