The Hype Machine


Book Description

A landmark insider’s tour of how social media affects our decision-making and shapes our world in ways both useful and dangerous, with critical insights into the social media trends of the 2020 election and beyond “The book might be described as prophetic. . . . At least two of Aral’s three predictions have come to fruition.”—New York NAMED ONE OF THE BEST BOOKS OF THE YEAR BY WIRED • LONGLISTED FOR THE PORCHLIGHT BUSINESS BOOK AWARD Social media connected the world—and gave rise to fake news and increasing polarization. It is paramount, MIT professor Sinan Aral says, that we recognize the outsize effect social media has on us—on our politics, our economy, and even our personal health—in order to steer today’s social technology toward its great promise while avoiding the ways it can pull us apart. Drawing on decades of his own research and business experience, Aral goes under the hood of the most powerful social networks to tackle the critical question of just how much social media actually shapes our choices, for better or worse. He shows how the tech behind social media offers the same set of behavior influencing levers to everyone who hopes to change the way we think and act—from Russian hackers to brand marketers—which is why its consequences affect everything from elections to business, dating to health. Along the way, he covers a wide array of topics, including how network effects fuel Twitter’s and Facebook’s massive growth, the neuroscience of how social media affects our brains, the real consequences of fake news, the power of social ratings, and the impact of social media on our kids. In mapping out strategies for being more thoughtful consumers of social media, The Hype Machine offers the definitive guide to understanding and harnessing for good the technology that has redefined our world overnight.




The Hype Machine


Book Description

A landmark insider’s tour of how social media affects our decision-making and shapes our world in ways both useful and dangerous, with critical insights into the social media trends of the 2020 election and beyond “The book might be described as prophetic. . . . At least two of Aral’s three predictions have come to fruition.”—New York NAMED ONE OF THE BEST BOOKS OF THE YEAR BY WIRED • LONGLISTED FOR THE PORCHLIGHT BUSINESS BOOK AWARD Social media connected the world—and gave rise to fake news and increasing polarization. It is paramount, MIT professor Sinan Aral says, that we recognize the outsize effect social media has on us—on our politics, our economy, and even our personal health—in order to steer today’s social technology toward its great promise while avoiding the ways it can pull us apart. Drawing on decades of his own research and business experience, Aral goes under the hood of the most powerful social networks to tackle the critical question of just how much social media actually shapes our choices, for better or worse. He shows how the tech behind social media offers the same set of behavior influencing levers to everyone who hopes to change the way we think and act—from Russian hackers to brand marketers—which is why its consequences affect everything from elections to business, dating to health. Along the way, he covers a wide array of topics, including how network effects fuel Twitter’s and Facebook’s massive growth, the neuroscience of how social media affects our brains, the real consequences of fake news, the power of social ratings, and the impact of social media on our kids. In mapping out strategies for being more thoughtful consumers of social media, The Hype Machine offers the definitive guide to understanding and harnessing for good the technology that has redefined our world overnight.




The Label Machine: How to Start, Run and Grow Your Own Independent Music Label


Book Description

Whether you want to start a record label, self-release your own music, or are just an avid music lover, this book will give you information about the business of music. The Label Machine: How to Start, Run and Grow Your Own Independent Music Label is the first book to give music artists practical step-by-step comprehensive instructions for setting up and running an independent music label to successfully distribute and market their music. You will learn all about the music industry business and how to navigate the tricky dos and don'ts. You will finally understand and take control of your music copyright and get to grips with the legalities involved. You will build your music business effortlessly, learning how to professionally market your music and artists - allowing you to reach thousands of fans. And essentially, you will learn how to create multiple label revenue streams to create an established record label. It features a detailed breakdown of how every part of the industry works together, including copyright in the UK and US, record label set-up, record releases, and royalty collection. It also provides in-depth guides on marketing, covering; traditional PR, Facebook and Instagram advertising, Spotify playlisting, and fan growth. Includes templates for record label and management contracts, marketing and promotion schedules, press releases, and fan email automation.




Summary of Sinan Aral's The Hype Machine


Book Description

Please note: This is a companion version & not the original book. Sample Book Insights: #1 The Hype Machine is a machine that connects us in a worldwide communication network, exchanging trillions of messages a day. It was designed to stimulate our neurological impulses and draw us in, but it also persuades us to change how we shop, vote, and exercise. #2 The debate about what happened in Crimea continues today. Russia denies it was an annexation, while many consider it a hostile encroachment by a foreign power. In just ten days, the region was flipped from one sovereignty to another with hardly any noise. #3 The information operation in Crimea was extremely sophisticated, and social media was essential in framing the reality of what happened there. If this was an annexation, NATO would have to respond. But if this was an accession, overwhelmingly supported by the Crimean people, intervention would be harder to justify. #4 I had to take a detour to explain how I understand the events that transpired in Ukraine. In 2016, I was working on a research project with my colleagues Soroush Vosoughi and Deb Roy at MIT, in Cambridge, Massachusetts, on the spread of fake news online. We found that false news diffused significantly farther, faster, deeper, and more broadly than the truth.




The Charisma Machine


Book Description

A fascinating examination of technological utopianism and its complicated consequences. In The Charisma Machine, Morgan Ames chronicles the life and legacy of the One Laptop per Child project and explains why—despite its failures—the same utopian visions that inspired OLPC still motivate other projects trying to use technology to “disrupt” education and development. Announced in 2005 by MIT Media Lab cofounder Nicholas Negroponte, One Laptop per Child promised to transform the lives of children across the Global South with a small, sturdy, and cheap laptop computer, powered by a hand crank. In reality, the project fell short in many ways—starting with the hand crank, which never materialized. Yet the project remained charismatic to many who were captivated by its claims of access to educational opportunities previously out of reach. Behind its promises, OLPC, like many technology projects that make similarly grand claims, had a fundamentally flawed vision of who the computer was made for and what role technology should play in learning. Drawing on fifty years of history and a seven-month study of a model OLPC project in Paraguay, Ames reveals that the laptops were not only frustrating to use, easy to break, and hard to repair, they were designed for “technically precocious boys”—idealized younger versions of the developers themselves—rather than the children who were actually using them. The Charisma Machine offers a cautionary tale about the allure of technology hype and the problems that result when utopian dreams drive technology development.




Wonderstruck


Book Description

Ben's story takes place in 1977 and is told in words. Rose's story in 1927 is told entirely in pictures. Ever since his mother died, Ben feels lost. At home with her father, Rose feels alone. When Ben finds a mysterious clue hidden in his mother's room, both children risk everything to find what's missing.




Hacking ISIS


Book Description

This book is written by two of the leading terrorist experts in the world - Malcolm Nance, NBC News/MSNBC terrorism analyst and Christopher Sampson, cyber-terrorist expert. Malcolm Nance is a 35 year practitioner in Middle East Special Operations and terrorism intelligence activities. Chris Sampson is the terrorism media and cyber warfare expert for the Terror Asymmetric Project and has spent 15 years collecting and exploiting terrorism media. For two years, their Terror Asymmetrics Project has been attacking and exploiting intelligence found on ISIS Dark Web operations. Hacking ISIS will explain and illustrate in graphic detail how ISIS produces religious cultism, recruits vulnerable young people of all religions and nationalities and disseminates their brutal social media to the world. More, the book will map out the cyberspace level tactics on how ISIS spreads its terrifying content, how it distributes tens of thousands of pieces of propaganda daily and is winning the battle in Cyberspace and how to stop it in its tracks. Hacking ISIS is uniquely positioned to give an insider’s view into how this group spreads its ideology and brainwashes tens of thousands of followers to join the cult that is the Islamic State and how average computer users can engage in the removal of ISIS from the internet.




Machine Made: Tammany Hall and the Creation of Modern American Politics


Book Description

“Golway’s revisionist take is a useful reminder of the unmatched ingenuity of American politics.”—Wall Street Journal History casts Tammany Hall as shorthand for the worst of urban politics: graft and patronage personified by notoriously crooked characters. In his groundbreaking work Machine Made, journalist and historian Terry Golway dismantles these stereotypes, focusing on the many benefits of machine politics for marginalized immigrants. As thousands sought refuge from Ireland’s potato famine, the very question of who would be included under the protection of American democracy was at stake. Tammany’s transactional politics were at the heart of crucial social reforms—such as child labor laws, workers’ compensation, and minimum wages— and Golway demonstrates that American political history cannot be understood without Tammany’s profound contribution. Culminating in FDR’s New Deal, Machine Made reveals how Tammany Hall “changed the role of government—for the better to millions of disenfranchised recent American arrivals” (New York Observer).




The Humachine


Book Description

There is a lot of hype, hand-waving, and ink being spilled about artificial intelligence (AI) in business. The amount of coverage of this topic in the trade press and on shareholder calls is evidence of a large change currently underway. It is awesome and terrifying. You might think of AI as a major environmental factor that is creating an evolutionary pressure that will force enterprise to evolve or perish. For those companies that do survive the "silicon wave" sweeping through the global economy, the issue becomes how to keep their humanity amidst the tumult. What started as an inquiry into how executives can adopt AI to harness the best of human and machine capabilities turned into a much more profound rumination on the future of humanity and enterprise. This is a wake-up call for business leaders across all sectors of the economy. Not only should you implement AI regardless of your industry, but once you do, you should fight to stay true to your purpose, your ethical convictions, indeed your humanity, even as our organizations continue to evolve. While not holding any punches about the dangers posed by overpowered AI, this book uniquely surveys where technology is limited, and gives reason for cautious optimism about the true opportunities that lie amidst all the disruptive change currently underway. As such, it is distinctively more optimistic than many of the competing titles on Big Technology. This compelling book weaves together business strategy and philosophy of mind, behavioral psychology and the limits of technology, leadership and law. The authors set out to identify where humans and machines can best complement one another to create an enterprise greater than the sum total of its parts: the Humachine. Combining the global business and forecasting acumen of Professor Nada R. Sanders, PhD, with the legal and philosophical insight of John D. Wood, Esq., the authors combine their strengths to bring us this profound yet accessible book. This is a "must read" for anyone interested in AI and the future of human enterprise.




Data Mining


Book Description

Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks—in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization