Book picks similar to
Automating the News: How Algorithms Are Rewriting the Media by Nicholas Diakopoulos
non-fiction
algorithms
tech
politics
Googled: The End of the World as We Know It
Ken Auletta - 2009
This is a ride on the Google wave, and the fullest account of how it formed and crashed into traditional media businesses. With unprecedented access to Google's founders and executives, as well as to those in media who are struggling to keep their heads above water, Ken Auletta reveals how the industry is being disrupted and redefined.Auletta goes inside Google's closed-door meetings, introducing Google's notoriously private founders, Larry Page and Sergey Brin, as well as those who work with - and against - them. In Googled, the reader discovers the 'secret sauce' of the company's success and why the worlds of 'new' and 'old' media often communicate as if residents of different planets. It may send chills down traditionalists' spines, but it's a crucial roadmap to the future of media business: the Google story may well be the canary in the coal mine.Googled is candid, objective and authoritative. Crucially, it's not just a history or reportage: it's ahead of the curve and unlike any other Google books, which tend to have been near-histories, somewhat starstruck, now out of date or which fail to look at the full synthesis of business and technology.
Denialism: How Irrational Thinking Hinders Scientific Progress, Harms the Planet, and Threatens Our Lives
Michael Specter - 2009
In Denialism, New Yorker staff writer Michael Specter reveals that Americans have come to mistrust institutions and especially the institution of science more today than ever before. For centuries, the general view had been that science is neither good nor bad—that it merely supplies information and that new information is always beneficial. Now, science is viewed as a political constituency that isn’t always in our best interest. We live in a world where the leaders of African nations prefer to let their citizens starve to death rather than import genetically modified grains. Childhood vaccines have proven to be the most effective public health measure in history, yet people march on Washington to protest their use. In the United States a growing series of studies show that dietary supplements and “natural” cures have almost no value, and often cause harm. We still spend billions of dollars on them. In hundreds of the best universities in the world, laboratories are anonymous, unmarked, and surrounded by platoons of security guards—such is the opposition to any research that includes experiments with animals. And pharmaceutical companies that just forty years ago were perhaps the most visible symbol of our remarkable advance against disease have increasingly been seen as callous corporations propelled solely by avarice and greed. As Michael Specter sees it, this amounts to a war against progress. The issues may be complex but the choices are not: Are we going to continue to embrace new technologies, along with acknowledging their limitations and threats, or are we ready to slink back into an era of magical thinking? In Denialism, Specter makes an argument for a new Enlightenment, the revival of an approach to the physical world that was stunningly effective for hundreds of years: What can be understood and reliably repeated by experiment is what nature regarded as true. Now, at the time of mankind’s greatest scientific advances—and our greatest need for them—that deal must be renewed.
The News: A User's Manual
Alain de Botton - 2014
We can’t stop constantly checking it on our computer screens, but what is this doing to our minds? We are never really taught how to make sense of the torrent of news we face every day, writes Alain de Botton (author of the best-selling The Architecture of Happiness), but this has a huge impact on our sense of what matters and of how we should lead our lives. In his dazzling new book, de Botton takes twenty-five archetypal news stories—including an airplane crash, a murder, a celebrity interview and a political scandal—and submits them to unusually intense analysis with a view to helping us navigate our news-soaked age. He raises such questions as Why are disaster stories often so uplifting? What makes the love lives of celebrities so interesting? Why do we enjoy watching politicians being brought down? Why are upheavals in far-off lands often so boring? In The News: A User’s Manual, de Botton has written the ultimate guide for our frenzied era, certain to bring calm, understanding and a measure of sanity to our daily (perhaps even hourly) interactions with the news machine.(With black-and-white illustrations throughout.)
What is a P-Value Anyway? 34 Stories to Help You Actually Understand Statistics
Andrew J. Vickers - 2009
Drawing on his experience as a medical researcher, Vickers blends insightful explanations and humor, with minimal math, to help readers understand and interpret the statistics they read every day. Describing data; Data distributions; Variation of study results: confidence intervals; Hypothesis testing; Regression and decision making; Some common statistical errors, and what they teach us For all readers interested in statistics.
Machine Learning: A Visual Starter Course For Beginner's
Oliver Theobald - 2017
If you have ever found yourself lost halfway through other introductory materials on this topic, this is the book for you. If you don't understand set terminology such as vectors, hyperplanes, and centroids, then this is also the book for you. This starter course isn't a picture story book but does include many visual examples that break algorithms down into a digestible and practical format. As a starter course, this book connects the dots and offers the crash course I wish I had when I first started. The kind of guide I wish had before I started taking on introductory courses that presume you’re two days away from an advanced mathematics exam. That’s why this introductory course doesn’t go further on the subject than other introductory books, but rather, goes a step back. A half-step back in order to help everyone make his or her first strides in machine learning and is an ideal study companion for the visual learner. In this step-by-step guide you will learn: - How to download free datasets - What tools and software packages you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - Clustering, including k-means and k-nearest Neighbors - Naive Bayes Classifier to predict new classes - Anomaly detection and SVM algorithms to combat anomalies and outliers - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification
Please feel welcome to join this starter course by buying a copy, or sending a free sample to your preferred device.
Culture Warlords: My Journey Into the Dark Web of White Supremacy
Talia Lavin - 2020
Culture Warlords is the story of how Lavin, a frequent target of extremist trolls (including those at Fox News), dove into a byzantine online culture of hate and learned the intricacies of how white supremacy proliferates online.Within these pages, she reveals the extremists hiding in plain sight online: Incels. White nationalists. White supremacists. National Socialists. Proud Boys. Christian extremists. In order to showcase them in their natural habitat, Talia assumes a range of identities, going undercover as a blonde Nazi babe, a forlorn incel, and a violent Aryan femme fatale. Along the way, she discovers a whites-only dating site geared toward racists looking for love, a disturbing extremist YouTube channel run by a fourteen-year-old girl with over 800,000 followers, the everyday heroes of the antifascist movement, and much more.By combining compelling stories chock-full of catfishing and gate-crashing with her own in-depth, gut-wrenching research, she also turns the lens of anti-Semitism, racism, and white power back on itself in an attempt to dismantle and decimate the online hate movement from within. Culture Warlords explores some of the vilest subcultures on the Web-and shows us how we can fight back.
The AI Does Not Hate You: Superintelligence, Rationality and the Race to Save the World
Tom Chivers - 2019
But it's also more importantly about a community of people who are trying to think rationally about intelligence, and the places that these thoughts are taking them, and what insight they can and can't give us about the future of the human race over the next few years. It explains why these people are worried, why they might be right, and why they might be wrong. It is a book about the cutting edge of our thinking on intelligence and rationality right now by the people who stay up all night worrying about it.Along the way, we discover why we probably don't need to worry about a future AI resurrecting a perfect copy of our minds and torturing us for not inventing it sooner, but we perhaps should be concerned about paperclips destroying life as we know it; how Mickey Mouse can teach us an important lesson about how to program AI; and how a more rational approach to life could be what saves us all.
The Epic Struggle of the Internet of Things
Bruce Sterling - 2014
But is it what you think it is?Because the Internet of Things is not about things on the internet. A world in which all our household gadgets can communicate with each other may sound vaguely useful, but it’s not really for us consumers. The Internet of Things serves the interests of the technology giants, in their epic wrangles with each other. And it is they who will turn the jargon of “smart cities” and “smart homes” into a self-fulfilling prophesy. In this piercing and provocative essay, Bruce Sterling tells the story of an idea that just won’t go away because there’s too much money to be made and a whole world to control.
The Big Nine: How the Tech Titans and Their Thinking Machines Could Warp Humanity
Amy Webb - 2019
We like to think that we are in control of the future of "artificial" intelligence. The reality, though, is that we -- the everyday people whose data powers AI -- aren't actually in control of anything. When, for example, we speak with Alexa, we contribute that data to a system we can't see and have no input into -- one largely free from regulation or oversight. The big nine corporations -- Amazon, Google, Facebook, Tencent, Baidu, Alibaba, Microsoft, IBM and Apple--are the new gods of AI and are short-changing our futures to reap immediate financial gain. In this book, Amy Webb reveals the pervasive, invisible ways in which the foundations of AI -- the people working on the system, their motivations, the technology itself -- is broken. Within our lifetimes, AI will, by design, begin to behave unpredictably, thinking and acting in ways which defy human logic. The big nine corporations may be inadvertently building and enabling vast arrays of intelligent systems that don't share our motivations, desires, or hopes for the future of humanity. Much more than a passionate, human-centered call-to-arms, this book delivers a strategy for changing course, and provides a path for liberating us from algorithmic decision-makers and powerful corporations.
Four Arguments for the Elimination of Television
Jerry Mander - 1977
Its problems are inherent in the technology itself and are so dangerous -- to personal health and sanity, to the environment, and to democratic processes -- that TV ought to be eliminated forever.Weaving personal experiences through meticulous research, the author ranges widely over aspects of television that have rarely been examined and never before joined together, allowing an entirely new, frightening image to emerge. The idea that all technologies are "neutral," benign instruments that can be used well or badly, is thrown open to profound doubt. Speaking of TV reform is, in the words of the author, "as absurd as speaking of the reform of a technology such as guns."
Merchants of Truth: The Business of Facts and The Future of News
Jill Abramson - 2019
With the guidance of former Executive Editor of The New York Times Jill Abramson, we follow two legacy (The New York Times and The Washington Post) and two upstart (BuzzFeed and VICE) companies as they plow through a revolution in technology, economics, standards, commitment, and endurance that pits old vs. new media.Merchants of Truth is the groundbreaking and gripping story of the precarious state of the news business told by one of our most eminent journalists.Jill Abramson follows four companies: The New York Times, The Washington Post, BuzzFeed, and VICE Media over a decade of disruption and radical adjustment. The new digital reality nearly kills two venerable newspapers with an aging readership while creating two media behemoths with a ballooning and fickle audience of millennials. We get to know the defenders of the legacy presses as well as the outsized characters who are creating the new speed-driven media competitors. The players include Jeff Bezos and Marty Baron (The Washington Post), Arthur Sulzberger and Dean Baquet (The New York Times), Jonah Peretti (BuzzFeed), and Shane Smith (VICE) as well as their reporters and anxious readers.Merchants of Truth raises crucial questions that concern the well-being of our society. We are facing a crisis in trust that threatens the free press. Abramson’s book points us to the future.
Overconnected: The Promise and Threat of the Internet
William H. Davidow - 2010
pThe benefits of our recently arrived-at state of connectivity have been myriad from the ease with which it has been possible to buy a new house to the convenience of borrowing and investing money profitably. But the luxuries of the connected age have taken on a momentum all of their own. By counter-intuitively anatomizing how being overconnected tends to create systems of positive feedback that have largely negative consequences, Davidow explains everything from the recent Subprime mortgage crisis to the meltdown of Iceland, from the loss of people s privacy to the spectacular fall of the stock market. All because we were so miraculously wired together.pExplaining how such symptoms of Internet connection as unforeseeable accidents and how thought contagions acted to accelerate the downfall and make us permanently vulnerable to catastrophe, Davidow places our recent experience in historical perspective and offers a set of practical steps to minimize similar disasters in the future.pWilliam Davidow is a successful Silicon Valley venture capitalist, philanthropist, and author, and as a senior vice-president of Intel Corporation, he was responsible for the design of the Intel microprocessor chip. He has written three previous books Marketing High Technology (The Free Press, 1986) and Total Customer Service (Harper, 1989), both with Bro Uttal, and The Virtual Corporation" (Harper, 1992), with Michael Malone as well as columns for Forbes and numerous op-ed pieces. He graduated from Dartmouth College, has a masters degree from the California Institute of Technology, and a Ph.D. from Stanford University. He serves on the boards of Cal Tech, the California Nature Conservancy, and the Stanford Institute for Economic Policy Research.
The Zero Marginal Cost Society: The Internet of Things, the Collaborative Commons, and the Eclipse of Capitalism
Jeremy Rifkin - 2014
(Marginal cost is the cost of producing additional units of a good or service, if fixed costs are not counted.) While economists have always welcomed a reduction in marginal cost, they never anticipated the possibility of a technological revolution that might bring marginal costs to near zero, making goods and services priceless, nearly free, and abundant, and no longer subject to market forces.Now, a formidable new technology infrastructure—the Internet of things (IoT)—is emerging with the potential of pushing large segments of economic life to near zero marginal cost in the years ahead. Rifkin describes how the Communication Internet is converging with a nascent Energy Internet and Logistics Internet to create a new technology platform that connects everything and everyone. Billions of sensors are being attached to natural resources, production lines, the electricity grid, logistics networks, recycling flows, and implanted in homes, offices, stores, vehicles, and even human beings, feeding Big Data into an IoT global neural network. Prosumers can connect to the network and use Big Data, analytics, and algorithms to accelerate efficiency, dramatically increase productivity, and lower the marginal cost of producing and sharing a wide range of products and services to near zero, just like they now do with information goods.The plummeting of marginal costs is spawning a hybrid economy—part capitalist market and part Collaborative Commons—with far reaching implications for society, according to Rifkin. Hundreds of millions of people are already transferring parts of their economic lives to the global Collaborative Commons. Prosumers are plugging into the fledgling IoT and making and sharing their own information, entertainment, green energy, and 3D-printed products at near zero marginal cost. They are also sharing cars, homes, clothes and other items via social media sites, rentals, redistribution clubs, and cooperatives at low or near zero marginal cost. Students are enrolling in free massive open online courses (MOOCs) that operate at near zero marginal cost. Social entrepreneurs are even bypassing the banking establishment and using crowdfunding to finance startup businesses as well as creating alternative currencies in the fledgling sharing economy. In this new world, social capital is as important as financial capital, access trumps ownership, sustainability supersedes consumerism, cooperation ousts competition, and "exchange value" in the capitalist marketplace is increasingly replaced by "sharable value" on the Collaborative Commons.Rifkin concludes that capitalism will remain with us, albeit in an increasingly streamlined role, primarily as an aggregator of network services and solutions, allowing it to flourish as a powerful niche player in the coming era. We are, however, says Rifkin, entering a world beyond markets where we are learning how to live together in an increasingly interdependent global Collaborative Commons.
Algorithms of Oppression: How Search Engines Reinforce Racism
Safiya Umoja Noble - 2018
But, if you type in "white girls," the results are radically different. The suggested porn sites and un-moderated discussions about "why black women are so sassy" or "why black women are so angry" presents a disturbing portrait of black womanhood in modern society.In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination is a real social problem; Noble argues that the combination of private interests in promoting certain sites, along with the monopoly status of a relatively small number of Internet search engines, leads to a biased set of search algorithms that privilege whiteness and discriminate against people of color, specifically women of color.Through an analysis of textual and media searches as well as extensive research on paid online advertising, Noble exposes a culture of racism and sexism in the way discoverability is created online. As search engines and their related companies grow in importance - operating as a source for email, a major vehicle for primary and secondary school learning, and beyond - understanding and reversing these disquieting trends and discriminatory practices is of utmost importance.An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding of how racism is created, maintained, and disseminated in the 21st century.
The People's Platform: Taking Back Power and Culture in the Digital Age
Astra Taylor - 2012
But how true is this claim? In a seminal dismantling of techno-utopian visions, "The People's Platform" argues that for all that we "tweet" and "like" and "share," the Internet in fact reflects and amplifies real-world inequities at least as much as it ameliorates them. Online, just as off-line, attention and influence largely accrue to those who already have plenty of both.What we have seen so far, Astra Taylor says, has been not a revolution but a rearrangement. Although Silicon Valley tycoons have eclipsed Hollywood moguls, a handful of giants like Amazon, Apple, Google, and Facebook remain the gatekeepers. And the worst habits of the old media model--the pressure to seek easy celebrity, to be quick and sensational above all--have proliferated online, where "aggregating" the work of others is the surest way to attract eyeballs and ad revenue. When culture is "free," creative work has diminishing value, and advertising fuels the system. The new order looks suspiciously like the old one.We can do better, Taylor insists. The online world does offer a unique opportunity, but a democratic culture that supports diverse voices and work of lasting value will not spring up from technology alone. If we want the Internet to truly be a people's platform, we will have to make it so.