The Sciences of the Artificial


Herbert A. Simon - 1969
    There are updates throughout the book as well. These take into account important advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. The chapter "Economic Reality" has also been revised to reflect a change in emphasis in Simon's thinking about the respective roles of organizations and markets in economic systems."People sometimes ask me what they should read to find out about artificial intelligence. Herbert Simon's book The Sciences of the Artificial is always on the list I give them. Every page issues a challenge to conventional thinking, and the layman who digests it well will certainly understand what the field of artificial intelligence hopes to accomplish. I recommend it in the same spirit that I recommend Freud to people who ask about psychoanalysis, or Piaget to those who ask about child psychology: If you want to learn about a subject, start by reading its founding fathers." -- George A. Miller

The Culture of Fear: Why Americans Are Afraid of the Wrong Things


Barry Glassner - 1999
    He exposes the people and organizations that manipulate our perceptions and profit from our anxieties: politicians who win elections by heightening concerns about crime and drug use even as both are declining; advocacy groups that raise money by exaggerating the prevalence of particular diseases; TV news-magazines that monger a new scare every week to garner ratings.

The Social Construction of Reality: A Treatise in the Sociology of Knowledge


Peter L. Berger - 1966
    In it, Berger and Luckmann reformulate the task of the sociological subdicipline that, since Max Scheler, has been known as the sociology of knowledge.

No Logo


Naomi Klein - 2000
    First published before the World Trade Organization protests in Seattle, this is an infuriating, inspiring, and altogether pioneering work of cultural criticism that investigates money, marketing, and the anti-corporate movement.As global corporations compete for the hearts and wallets of consumers who not only buy their products but willingly advertise them from head to toe—witness today's schoolbooks, superstores, sporting arenas, and brand-name synergy—a new generation has begun to battle consumerism with its own best weapons. In this provocative, well-written study, a front-line report on that battle, we learn how the Nike swoosh has changed from an athletic status-symbol to a metaphor for sweatshop labor, how teenaged McDonald's workers are risking their jobs to join the Teamsters, and how "culture jammers" utilize spray paint, computer-hacking acumen, and anti-propagandist wordplay to undercut the slogans and meanings of billboard ads (as in "Joe Chemo" for "Joe Camel").No Logo will challenge and enlighten students of sociology, economics, popular culture, international affairs, and marketing."This book is not another account of the power of the select group of corporate Goliaths that have gathered to form our de facto global government. Rather, it is an attempt to analyze and document the forces opposing corporate rule, and to lay out the particular set of cultural and economic conditions that made the emergence of that opposition inevitable." —Naomi Klein, from her Introduction

Rage Inside the Machine: The Prejudice of Algorithms, and How to Stop the Internet Making Bigots of Us All


Robert Elliott Smith - 2019
    Frighteningly often, the influence of technology in and on our lives goes completely unchallenged by citizens and governments. We comfort ourselves with the soothing refrain that technology has no morals and can display no prejudice, and it's only the users of technology who distort certain aspects of it.But is this statement actually true? Dr Robert Smith thinks it is dangerously untrue in the modern era.Having worked in the field of artificial intelligence for over 30 years, Smith reveals the mounting evidence that the mechanical actors in our lives do indeed have, or at least express, morals: they're just not the morals of the progressive modern society that we imagined we were moving towards. Instead, as we are just beginning to see – in the US elections and Brexit to name but a few – there are increasing incidences of machine bigotry, greed and the crass manipulation of our basest instincts.It is easy to assume that these are the result of programmer prejudices or the product of dark forces manipulating the masses through the network of the Internet. But what if there is something more fundamental and explicitly mechanical at play, something inherent within technology itself?This book demonstrates how non-scientific ideas have been encoded deep into our technological infrastructure. Offering a rigorous, fresh perspective on how technology has brought us to this place, Rage Inside the Machine challenges the long-held assumption that technology is an apolitical and amoral force. Shedding light on little-known historical stories and investigating the complex connections between scientific philosophy, institutional prejudice and new technology, this book offers a new, honest and more truly scientific vision of ourselves.

Diffusion of Innovations


Everett M. Rogers - 1982
    It has sold 30,000 copies in each edition and will continue to reach a huge academic audience.In this renowned book, Everett M. Rogers, professor and chair of the Department of Communication & Journalism at the University of New Mexico, explains how new ideas spread via communication channels over time. Such innovations are initially perceived as uncertain and even risky. To overcome this uncertainty, most people seek out others like themselves who have already adopted the new idea. Thus the diffusion process consists of a few individuals who first adopt an innovation, then spread the word among their circle of acquaintances--a process which typically takes months or years. But there are exceptions: use of the Internet in the 1990s, for example, may have spread more rapidly than any other innovation in the history of humankind. Furthermore, the Internet is changing the very nature of diffusion by decreasing the importance of physical distance between people. The fifth edition addresses the spread of the Internet, and how it has transformed the way human beings communicate and adopt new ideas.

Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins


Garry Kasparov - 2017
    It was the dawn of a new era in artificial intelligence: a machine capable of beating the reigning human champion at this most cerebral game. That moment was more than a century in the making, and in this breakthrough book, Kasparov reveals his astonishing side of the story for the first time. He describes how it felt to strategize against an implacable, untiring opponent with the whole world watching, and recounts the history of machine intelligence through the microcosm of chess, considered by generations of scientific pioneers to be a key to unlocking the secrets of human and machine cognition. Kasparov uses his unrivaled experience to look into the future of intelligent machines and sees it bright with possibility. As many critics decry artificial intelligence as a menace, particularly to human jobs, Kasparov shows how humanity can rise to new heights with the help of our most extraordinary creations, rather than fear them. Deep Thinking is a tightly argued case for technological progress, from the man who stood at its precipice with his own career at stake.

Monoculture: How One Story is Changing Everything


F.S. Michaels - 2011
    One of The Atlantic's best books of the year. As human beings, we've always told stories: stories about who we are, where we come from, and where we're going. Now imagine that one of those stories is taking over the others, narrowing our diversity and creating a monoculture. Because of the rise of the economic story, six areas of your world - your work, your relationships with others and the environment, your community, your physical and spiritual health, your education, and your creativity - are changing, or have already changed, in subtle and not-so-subtle ways. And because how you think shapes how you act, the monoculture isn't just changing your mind - it's changing your life.“A single lucid narrative that’s bound to first make you somewhat uncomfortable and insecure, then give you the kind of pause from which you can step back and move forward with more autonomy, authenticity and mindfulness than ever.” - Maria Popova, BrainPickings“A thin, enrapturing gem. It’s accessible, sensible—exactly the sort of book that should have (and still could + should!) take off and create a tiny little dent in books.” - The Kenyon Review“Michaels offers a smart and realistic guide to first recognizing the monoculture and the challenges of transcending its limitations, then considering ways in which we, as sentient and autonomous individuals, can move past its confines to live a more authentic life within a broader spectrum of human values.” - The Atlantic“5 stars: The cause and effect of our world is more surprising than you’d think. With intriguing notions about the driving ideas of stories in every shape of our life, “Monoculture” is an incredibly fascinating look at how the mind works and today’s consumer culture.” - Midwest Book Review“If you just read one book this year, read this one…You won’t just be considering the narrative of the culture in which you live, you’ll be considering the everyday choices you make in your life. But the best part of the story is that the author affords you the opportunity to pick up your pen and demand a rewrite…A mind-altering work.” - BuriedInPrint.com

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.

Personal Connections in the Digital Age


Nancy K. Baym - 2010
    This timely and vibrant book provides frameworks for thinking critically about the roles of digital media in personal relationships. Rather than providing exuberant accounts or cautionary tales, it offers a data-grounded primer on how to make sense of these important changes in relational life.The book identifies the core relational issues these media disturb and shows how the ways we talk about them echo historical discussions about earlier communication technologies. Chapters explore how we use mediated language and nonverbal behavior to develop and maintain communities, social networks, new relationships, and to maintain relationships in our everyday lives. It combines research findings with lively examples to address questions such as whether mediated interaction can be warm and personal, whether people are honest about themselves online, whether relationships that start online can work, and whether using these media damages the other relationships in our lives. Throughout, the book argues for approaching these questions with firm understandings of the qualities of media as well as the social and personal contexts in which they are developed and used.Personal Connections in the Digital Age will be required reading for all students and scholars of media, communication studies, and sociology, as well as all those who want a firmer understanding of digital media and everyday life.

The Language of New Media


Lev Manovich - 2001
    He places new media within the histories of visual and media cultures of the last few centuries. He discusses new media's reliance on conventions of old media, such as the rectangular frame and mobile camera, and shows how new media works create the illusion of reality, address the viewer, and represent space. He also analyzes categories and forms unique to new media, such as interface and database.Manovich uses concepts from film theory, art history, literary theory, and computer science and also develops new theoretical constructs, such as cultural interface, spatial montage, and cinegratography. The theory and history of cinema play a particularly important role in the book. Among other topics, Manovich discusses parallels between the histories of cinema and of new media, digital cinema, screen and montage in cinema and in new media, and historical ties between avant-garde film and new media.

Excellent Sheep: The Miseducation of the American Elite and the Way to a Meaningful Life


William Deresiewicz - 2014
    His students, some of the nation’s brightest minds, were adrift when it came to the big questions: how to think critically and creatively, and how to find a sense of purpose.Excellent Sheep takes a sharp look at the high-pressure conveyor belt that begins with parents and counselors who demand perfect grades and culminates in the skewed applications Deresiewicz saw firsthand as a member of Yale’s admissions committee. As schools shift focus from the humanities to "practical" subjects like economics and computer science, students are losing the ability to think in innovative ways. Deresiewicz explains how college should be a time for self-discovery, when students can establish their own values and measures of success, so they can forge their own path. He addresses parents, students, educators, and anyone who's interested in the direction of American society, featuring quotes from real students and graduates he has corresponded with over the years, candidly exposing where the system is broken and clearly presenting solutions.

Think Stats


Allen B. Downey - 2011
    This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.Develop your understanding of probability and statistics by writing and testing codeRun experiments to test statistical behavior, such as generating samples from several distributionsUse simulations to understand concepts that are hard to grasp mathematicallyLearn topics not usually covered in an introductory course, such as Bayesian estimationImport data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics toolsUse statistical inference to answer questions about real-world data

A Billion Wicked Thoughts: What the World's Largest Experiment Reveals about Human Desire


Ogi Ogas - 2011
     For his groundbreaking sexual research, Alfred Kinsey and his team interviewed 18,000 people, relying on them to honestly report their most intimate experiences. Using the Internet, the neuroscientists Ogas and Gaddam quietly observed the raw sexual behaviors of half a billion people. By combining their observations with neuroscience and animal research, these two young neuroscientists finally answer the long-disputed question: what do people really like? Ogas and Gaddam's findings are transforming the way scientists and therapists think about sexual desire. In their startling book, Ogas and Gaddam analyze a "billion wicked thoughts" on the Internet: a billion Web searches, a million individual search histories, a million erotic stories, a half-million erotic videos, a million Web sites, millions of online personal ads, and many other enormous sources of sexual data in order to understand the true differences between male and female desires, including: ?Men and women have hardwired sexual cues analogous to our hardwired tastes-there are sexual versions of sweet, sour, salty, savory, and bitter. But men and women are wired with different sets of cues. ?The male sexual brain resembles a reckless hunter, while the female sexual brain resembles a cautious detective agency. ?Men form their sexual interests during adolescence and rarely change. Women's sexual interests are plastic and change frequently. ?The male sexual brain is an "or gate": A single stimulus can arouse it. The female sexual brain is an "and gate": It requires many simultaneous stimuli to arouse it. ?When it comes to sexual arousal, men prefer overweight women to underweight women, and a significant number of men seek out erotic images of women in their 40s, 50s, and 60s. ?Women enjoy writing and sharing erotic stories with other women. The fastest growing genre of erotic stories for women are stories about two heterosexual men having sex. ?Though the male sexual brain is much more different from the female sexual brain than is commonly believed, the sexual brain of gay men is virtually identical to that of straight men. Featuring cutting-edge, jaw-dropping science, this wildly entertaining and controversial book helps readers understand their partner's sexual desires with a depth of knowledge unavailable from any other source. Its fascinating and occasionally disturbing findings will rock our modern understanding of sexuality, just as Kinsey's reports did sixty years ago.

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.