Calling Bullshit: The Art of Skepticism in a Data-Driven World


Carl T. Bergstrom - 2020
    Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.

Business @ the Speed of Thought: Succeeding in the Digital Economy


Bill Gates - 1999
    Gates stresses the need for managers to view technology not as overhead but as a strategic asset, and offers detailed examples from Microsoft, GM, Dell, and many other successful companies. Companion Web site.

Complexity: A Guided Tour


Melanie Mitchell - 2009
    Based on her work at the Santa Fe Institute and drawing on its interdisciplinary strategies, Mitchell brings clarity to the workings of complexity across a broad range of biological, technological, and social phenomena, seeking out the general principles or laws that apply to all of them. Richly illustrated, Complexity: A Guided Tour--winner of the 2010 Phi Beta Kappa Book Award in Science--offers a wide-ranging overview of the ideas underlying complex systems science, the current research at the forefront of this field, and the prospects for its contribution to solving some of the most important scientific questions of our time.

Cypherpunks: Freedom and the Future of the Internet


Julian Assange - 2012
    Julian Assange, the editor-in-chief of and visionary behind WikiLeaks, has been a leading voice in the cypherpunk movement since its inception in the 1980s.Now, in what is sure to be a wave-making new book, Assange brings together a small group of cutting-edge thinkers and activists from the front line of the battle for cyber-space to discuss whether electronic communications will emancipate or enslave us. Among the topics addressed are: Do Facebook and Google constitute "the greatest surveillance machine that ever existed," perpetually tracking our location, our contacts and our lives? Far from being victims of that surveillance, are most of us willing collaborators? Are there legitimate forms of surveillance, for instance in relation to the "Four Horsemen of the Infopocalypse" (money laundering, drugs, terrorism and pornography)? And do we have the ability, through conscious action and technological savvy, to resist this tide and secure a world where freedom is something which the Internet helps bring about?The harassment of WikiLeaks and other Internet activists, together with attempts to introduce anti-file sharing legislation such as SOPA and ACTA, indicate that the politics of the Internet have reached a crossroads. In one direction lies a future that guarantees, in the watchwords of the cypherpunks, "privacy for the weak and transparency for the powerful"; in the other lies an Internet that allows government and large corporations to discover ever more about internet users while hiding their own activities. Assange and his co-discussants unpick the complex issues surrounding this crucial choice with clarity and engaging enthusiasm.

Seeing Like a State: How Certain Schemes to Improve the Human Condition Have Failed


James C. Scott - 1998
    Why do well-intentioned plans for improving the human condition go tragically awry?In this wide-ranging and original book, James C. Scott analyzes failed cases of large-scale authoritarian plans in a variety of fields. Centrally managed social plans misfire, Scott argues, when they impose schematic visions that do violence to complex interdependencies that are not—and cannot—be fully understood. Further, the success of designs for social organization depends upon the recognition that local, practical knowledge is as important as formal, epistemic knowledge. The author builds a persuasive case against "development theory" and imperialistic state planning that disregards the values, desires, and objections of its subjects. He identifies and discusses four conditions common to all planning disasters: administrative ordering of nature and society by the state; a "high-modernist ideology" that places confidence in the ability of science to improve every aspect of human life; a willingness to use authoritarian state power to effect large- scale interventions; and a prostrate civil society that cannot effectively resist such plans.

Radical Technologies: The Design of Everyday Life


Adam Greenfield - 2017
    But at what cost? In this urgent and revelatory excavation of our Information Age, leading technology thinker Adam Greenfield forces us to reconsider our relationship with the networked objects, services and spaces that define us. It is time to re-evaluate the Silicon Valley consensus determining the future.We already depend on the smartphone to navigate every aspect of our existence. We're told that innovations--from augmented-reality interfaces and virtual assistants to autonomous delivery drones and self-driving cars--will make life easier, more convenient and more productive. 3D printing promises unprecedented control over the form and distribution of matter, while the blockchain stands to revolutionize everything from the recording and exchange of value to the way we organize the mundane realities of the day to day. And, all the while, fiendishly complex algorithms are operating quietly in the background, reshaping the economy, transforming the fundamental terms of our politics and even redefining what it means to be human.Having successfully colonized everyday life, these radical technologies are now conditioning the choices available to us in the years to come. How do they work? What challenges do they present to us, as individuals and societies? Who benefits from their adoption? In answering these questions, Greenfield's timely guide clarifies the scale and nature of the crisis we now confront --and offers ways to reclaim our stake in the future.

Probability Theory: The Logic of Science


E.T. Jaynes - 1999
    It discusses new results, along with applications of probability theory to a variety of problems. The book contains many exercises and is suitable for use as a textbook on graduate-level courses involving data analysis. Aimed at readers already familiar with applied mathematics at an advanced undergraduate level or higher, it is of interest to scientists concerned with inference from incomplete information.

The Gift: The Form and Reason for Exchange in Archaic Societies


Marcel Mauss - 1923
    The gift is a perfect example of what Mauss calls a total social phenomenon, since it involves legal, economic, moral, religious, aesthetic, and other dimensions. He sees the gift exchange as related to individuals and groups as much as to the objects themselves, and his analysis calls into question the social conventions and economic systems that had been taken for granted for so many years. In a modern translation, introduced by distinguished anthropologist Mary Douglas, The Gift is essential reading for students of social anthropology and sociology.

The Twittering Machine


Richard Seymour - 2019
    Leading political writer and broadcaster Richard Seymour, author of Corbyn: The Strange Rebirth of Radical Politics argues that this is a chilling metaphor for our relationship with social media.Former social media executives tell us that the system is an addiction-machine. We are users, waiting for our next hit as we like, comment and share. We write to the machine as individuals, but it responds by aggregating our fantasies, desires and frailties into data, and returning them to us as a commodity experience.Through journalism, psychoanalytic reflection and insights from users, developers, security experts and others, Seymour probes the human side of the machine, asking what we’re getting out of it, and what we’re getting into.

Supernatural Horror in Literature


H.P. Lovecraft - 1927
    Lovecraft (1890-1937), the most important American supernaturalist since Poe, has had an incalculable influence on all the horror-story writing of recent decades. Altho his supernatural fiction has been enjoying an unprecedented fame, it's not widely known that he wrote a critical history of supernatural horror in literature that has yet to be superceded as the finest historical discussion of the genre. This work is presented in this volume in its final, revised text. With incisive power, Lovecraft here formulates the esthetics of supernatural horror & summarizes the range of its literary expression from primitive folklore to the tales of his own 20th-century masters. Following a discussiom of terror-literature in ancient, medieval & renaissance culture, he launches on a critical survey of the whole history of horror fiction from the Gothic school of the 18th century (when supernatural horror found its own genre) to the time of De la Mare & M.R. James. The Castle of Otranto, Radcliffe, "Monk" Lewis, Vathek Charles Brockden Brown, Melmoth the Wanderer, Frankenstein, Bulwer-Lytton, Fouqué's Undine, Wuthering Heights, Poe (full chapter), The House of the Seven Gables, de Maupassant's The Horla, Bierce, The Turn of the Screw , M.P. Shiel, W.H. Hodgson, Machen, Blackwood & Dunsany are among those discussed in depth. He also notices a host of lesser writers--enough to draw up an extensive reading list. By charting so completely the background for his own concepts of horror & literary techniques, Lovecraft throws light on his own fiction as well as on the horror-literature which has followed. For this reason this book will be especially intriguing to those who've read his fiction as an isolated phenomenon. Any searching for a guide thru the inadequately marked region of literary horror, need search no further. Unabridged & corrected republication of 1945 edition. New introduction by E.F. Bleiler.

The Age of Spiritual Machines: When Computers Exceed Human Intelligence


Ray Kurzweil - 1998
    Now he offers a framework for envisioning the twenty-first century--an age in which the marriage of human sensitivity and artificial intelligence fundamentally alters and improves the way we live. Kurzweil's prophetic blueprint for the future takes us through the advances that inexorably result in computers exceeding the memory capacity and computational ability of the human brain by the year 2020 (with human-level capabilities not far behind); in relationships with automated personalities who will be our teachers, companions, and lovers; and in information fed straight into our brains along direct neural pathways. Optimistic and challenging, thought-provoking and engaging, The Age of Spiritual Machines is the ultimate guide on our road into the next century.

Imagined Communities: Reflections on the Origin and Spread of Nationalism


Benedict Anderson - 1983
    In this widely acclaimed work, Benedict Anderson examines the creation and global spread of the 'imagined communities' of nationality.Anderson explores the processes that created these communities: the territorialization of religious faiths, the decline of antique kingship, the interaction between capitalism and print, the development of vernacular languages-of-state, and changing conceptions of time. He shows how an originary nationalism born in the Americas was modularly adopted by popular movements in Europe, by the imperialist powers, and by the anti-imperialist resistances in Asia and Africa.This revised edition includes two new chapters, one of which discusses the complex role of the colonialist state's mindset in the develpment of Third World nationalism, while the other analyses the processes by which, all over the world, nations came to imagine themselves as old.

Data Feminism


Catherine D’Ignazio - 2020
    It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

Orientalism


Edward W. Said - 1978
    This entrenched view continues to dominate western ideas and, because it does not allow the East to represent itself, prevents true understanding. Essential, and still eye-opening, Orientalism remains one of the most important books written about our divided world.

Potentialities: Collected Essays in Philosophy


Giorgio Agamben - 1999
    The volume opens with an introduction in which the editor situates Agamben's work with respect to both the history of philosophy and contemporary European thought. The essays that follow articulate a series of theoretical confrontations with privileged figures in the history of philosophy, politics, and criticism, from Plato to Spinoza, Aristotle to Deleuze, Carl Schmitt to Benjamin, Hegel to Aby Warburg, and Heidegger to Derrida. Three fundamental concepts organize the collection as a whole: language, in the sense not of particular statements but rather the very taking place of speech, the pure fact of language's existence; history, as it appears from a perspective in which tradition, transmission, and memory reach their messianic fulfillment; and potentiality, understood as a fundamental problem of metaphysics, ethics, and the philosophy of language. All these topics converge in the final part of the book, in which Agamben offers an extensive reading of Melville's short story "Bartleby the Scrivener" as a work that puts potentiality and actuality, possibility and reality, in an altogether new light.