In the process, he shows us how digital advertising--the beating heart of the internet--is at risk of collapsing, and that its potential demise bears an uncanny resemblance to the housing crisis of 2008.From the unreliability of advertising numbers and the unregulated automation of advertising bidding wars, to the simple fact that online ads mostly fail to work, Hwang demonstrates that while consumers' attention has never been more prized, the true value of that attention itself--much like subprime mortgages--is wildly misrepresented. And if online advertising goes belly-up, the internet--and its free services--will suddenly be accessible only to those who can afford it.Deeply researched, convincing, and alarming, Subprime Attention Crisis will change the way you look at the internet, and its precarious future.FSG Originals � Logic dissects the way technology functions in everyday lives. The titans of Silicon Valley, for all their utopian imaginings, never really had our best interests at heart: recent threats to democracy, truth, privacy, and safety, as a result of tech's reckless pursuit of progress, have shown as much. We present an alternate story, one that delights in capturing technology in all its contradictions and innovation, across borders and socioeconomic divisions, from history through the future, beyond platitudes and PR hype, and past doom and gloom. Our collaboration features four brief but provocative forays into the tech industry's many worlds, and aspires to incite fresh conversations about technology focused on nuanced and accessible explorations of the emerging tools that reorganize and redefine life today.

    It was built on the twentieth-century magic called 'the planned economy', which was going to gush forth an abundance of good things that lands of capitalism could never match. And just for a little while, in the heady years of the late 1950's, the magic seemed to be working.Red Plenty is about that moment in history, and how it came, and how it went away; about the brief era when, under the rash leadership of Nikita Khrushchev, the Soviet Union looked forward to a future of rich communists and envious capitalists, when Moscow would out-glitter Manhattan, and every Lada would be better engineered than a Porsche. It's about the scientists who did their genuinely brilliant best to make the dream come true, it give the tyranny its happy ending. It's history, it's fiction. It's a comedy of ideas, and a novel about the cost of ideas.By award-winning (and famously unpredictable) author of The Child That Books Built and Backroom Boys, Red Plenty is as ambitious as Sputnik, as uncompromising as an Aeroflot flight attendant - and as different from what you were expecting as a glass of Soviet champagne.

    . . and deaths. After the era of the atomic bomb, Virilio posits an era of genetic and information bombs which replace the apocalyptic bang of nuclear death with the whimper of a subliminally reinforced eugenics. We are entering the age of euthanasia.These exhilarating bulletins from the information war extend the range of Virilio's work. The Information Bomb spans everything from Fukuyama to Larry Flynt, the Sensation exhibition of New British Art to space travel, all seen through the optic of Virilio's trenchant and committed theoretical position.

    Exploring key anarchist ideas of society and the state, freedom and equality, authority and power, the record investigates the successes and failures of anarchist movements throughout the world. Presenting a balanced and critical survey, the detailed document covers not only classic anarchist thinkers--such as Godwin, Proudhon, Bakunin, Kropotkin, Reclus, and Emma Goldman--but also other libertarian figures, such as Nietzsche, Camus, Gandhi, Foucault, and Chomsky. Essential reading for anyone wishing to understand what anarchists stand for and what they have achieved, this fascinating account also includes an epilogue that examines the most recent developments, including postanarchism and anarcho-primitivism as well as the anarchist contributions to the peace, green, and global justice movements of the 21st century.

    But this isn't the age of distrust--far from it. In this revolutionary book, world-renowned trust expert Rachel Botsman reveals that we are at the tipping point of one of the biggest social transformations in human history--with fundamental consequences for everyone. A new world order is emerging: we might have lost faith in institutions and leaders, but millions of people rent their home to total strangers, exchange digital currencies, or find themselves trusting a bot. This is the age of "distributed trust", a paradigm shift driven by innovative technologies that are rewriting the rules of an all-too-human relationship. If we are to benefit from this radical shift, we must understand the mechanics of how trust is built, managed, lost and repaired in the digital age. In the first book to explain this new world, Botsman provides a detailed map of this uncharted landscape--and explores what's next for humanity.

    Yet for all the talk about the democratizing power of the Internet, regimes in Iran and China are as stable and repressive as ever. In fact, authoritarian governments are effectively using the Internet to suppress free speech, hone their surveillance techniques, disseminate cutting-edge propaganda, and pacify their populations with digital entertainment. Could the recent Western obsession with promoting democracy by digital means backfire?In this spirited book, journalist and social commentator Evgeny Morozov shows that by falling for the supposedly democratizing nature of the Internet, Western do-gooders may have missed how it also entrenches dictators, threatens dissidents, and makes it harder - not easier - to promote democracy. Buzzwords like "21st-century statecraft" sound good in PowerPoint presentations, but the reality is that "digital diplomacy" requires just as much oversight and consideration as any other kind of diplomacy.Marshaling compelling evidence, Morozov shows why we must stop thinking of the Internet and social media as inherently liberating and why ambitious and seemingly noble initiatives like the promotion of "Internet freedom" might have disastrous implications for the future of democracy as a whole.

    Albert-László Barabási, the nation’s foremost expert in the new science of networks and author of Bursts, takes us on an intellectual adventure to prove that social networks, corporations, and living organisms are more similar than previously thought. Grasping a full understanding of network science will someday allow us to design blue-chip businesses, stop the outbreak of deadly diseases, and influence the exchange of ideas and information. Just as James Gleick and the Erdos–Rényi model brought the discovery of chaos theory to the general public, Linked tells the story of the true science of the future and of experiments in statistical mechanics on the internet, all vital parts of what would eventually be called the Barabási–Albert model.

    His analysis explains not only the deficiencies of the self-regulating market, but the potentially dire social consequences of untempered market capitalism. New introductory material reveals the renewed importance of Polanyi's seminal analysis in an era of globalization and free trade.

    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.

    Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. With this report, authors Mike Loukides, Hilary Mason, and DJ Patil examine practical ways for making ethical data standards part of your work every day. To help you consider all of possible ramifications of your work on data projects, this report includes: A sample checklist that you can adapt for your own procedures Five framing guidelines (the Five C’s) for building data products: consent, clarity, consistency, control, and consequences Suggestions for building ethics into your data-driven culture Now is the time to invest in a deliberate practice of data ethics, for better products, better teams, and better outcomes. Get a copy of this report and learn what it takes to do good data science today.

    For centuries, such fears have been misplaced, and many economists maintain that they remain so today. But as Daniel Susskind demonstrates, this time really is different. Breakthroughs in artificial intelligence mean that all kinds of jobs are increasingly at risk.Drawing on almost a decade of research in the field, Susskind argues that machines no longer need to think like us in order to outperform us, as was once widely believed. As a result, more and more tasks that used to be far beyond the capability of computers – from diagnosing illnesses to drafting legal contracts, from writing news reports to composing music – are coming within their reach. The threat of technological unemployment is now real.This is not necessarily a bad thing, Susskind emphasizes. Technological progress could bring about unprecedented prosperity, solving one of humanity’s oldest problems: how to make sure that everyone has enough to live on. The challenges will be to distribute this prosperity fairly, to constrain the burgeoning power of Big Tech, and to provide meaning in a world where work is no longer the center of our lives. Perceptive, pragmatic, and ultimately hopeful, A World Without Work shows the way.

    Although mainstream economists and commentators once dismissed Marx's work as outmoded and flawed, some are begrudgingly acknowledging an analysis that sees capitalism as inherently unstable. And of course, there are those, like Michael Heinrich, who have seen the value of Marx all along, and are in a unique position to explain the intricacies of Marx's thought. Heinrich's modern interpretation of Capital is now available to English-speaking readers for the first time. It has gone through nine editions in Germany, is the standard work for Marxist study groups, and is used widely in German universities. The author systematically covers all three volumes of Capital and explains all the basic aspects of Marx's critique of capitalism in a way that is clear and concise. He provides background information on the intellectual and political milieu in which Marx worked, and looks at crucial issues beyond the scope of Capital, such as class struggle, the relationship between capital and the state, accusations of historical determinism, and Marx's understanding of communism. Uniquely, Heinrich emphasizes the monetary character of Marx's work, in addition to the traditional emphasis on the labor theory of value, this highlighting the relevance of Capital to the age of financial explosions and implosions.

    Yet supporters of Bitcoin and its blockchain technology subscribe to a form of cyberlibertarianism that depends to a surprising extent on far-right political thought. The Politics of Bitcoin exposes how much of the economic and political thought on which this cryptocurrency is based emerges from ideas that travel the gamut, from Milton Friedman, F.A. Hayek, and Ludwig von Mises to Federal Reserve conspiracy theorists.Forerunners: Ideas First is a thought-in-process series of breakthrough digital publications. Written between fresh ideas and finished books, Forerunners draws on scholarly work initiated in notable blogs, social media, conference plenaries, journal articles, and the synergy of academic exchange. This is gray literature publishing: where intense thinking, change, and speculation take place in scholarship.

    The book consists of a series of essays treating, among other topics, the definition of orthodox Marxism, the question of legality and illegality, Rosa Luxemburg as a Marxist, the changing function of Historic Marxism, class consciousness, and the substantiation and consciousness of the Proletariat. Writing in 1968, on the occasion of the appearance of his collected works, Lukacs evaluated the influence of this book as follows:"For the historical effect of History and Class Consciousness and also for the actuality of the present time one problem is of decisive importance: alienation, which is here treated for the first time since Marx as the central question of a revolutionary critique of capitalism, and whose historical as well as methodological origins are deeply rooted in Hegelian dialectic. It goes without saying that the problem was omnipresent. A few years after History and Class Consciousness was published, it was moved into the focus of philosophical discussion by Heidegger in his Being and Time, a place which it maintains to this day largely as a result of the position occupied by Sartre and his followers. The philologic question raised by L. Goldmann, who considered Heidegger's work partly as a polemic reply to my (admittedly unnamed) work, need not be discussed here. It suffices today to say that the problem was in the air, particularly if we analyze its background in detail in order to clarify its effect, the mixture of Marxist and Existentialist thought processes, which prevailed especially in France immediately after the Second World War. In this connection priorities, influences, and so on are not particularly significant. What is important is that the alienation of man was recognized and appreciated as the central problem of the time in which we live, by bourgeois as well as proletarian, by politically rightist and leftist thinkers. Thus, History and Class Consciousness exerted a profound effect in the circles of the youthful intelligentsia."

    . . . This book is an essential read."2009) was the editor of International Socialism and the author of numerous books, including A People's History of the World (Verso Books).