Artificial intelligence is impacting nearly every aspect of society. This section offers resources that help you think critically about these changes. Explore books, articles, reports, and perspectives that address the ethical, social, and policy questions surrounding AI.
The AI Con
by
A smart, incisive look at the technologies sold as artificial intelligence, the drawbacks and pitfalls of technology sold under this banner, and why it's crucial to recognize the many ways in which AI hype covers for a small set of power-hungry actors at work and in the world. Is artificial intelligence going to take over the world? Have big tech scientists created an artificial lifeform that can think on its own? Is it going to put authors, artists, and others out of business? Are we about to enter an age where computers are better than humans at everything? The answer to these questions, linguist Emily M. Bender and sociologist Alex Hanna make clear, is "no," "they wish," "LOL," and "definitely not." This kind of thinking is a symptom of a phenomenon known as "AI hype." Hype looks and smells fishy: It twists words and helps the rich get richer by justifying data theft, motivating surveillance capitalism, and devaluing human creativity in order to replace meaningful work with jobs that treat people like machines. In The AI Con, Bender and Hanna offer a sharp, witty, and wide-ranging take-down of AI hype across its many forms. Bender and Hanna show you how to spot AI hype, how to deconstruct it, and how to expose the power grabs it aims to hide. Armed with these tools, you will be prepared to push back against AI hype at work, as a consumer in the marketplace, as a skeptical newsreader, and as a citizen holding policymakers to account. Together, Bender and Hanna expose AI hype for what it is: a mask for Big Tech's drive for profit, with little concern for who it affects.
Atlas of AI
by
The hidden costs of artificial intelligence--from natural resources and labor to privacy, equality, and freedom "This study argues that [artificial intelligence] is neither artificial nor particularly intelligent. . . . A fascinating history of the data on which machine-learning systems are trained."--New Yorker "A valuable corrective to much of the hype surrounding AI and a useful instruction manual for the future."--John Thornhill, Financial Times "It's a masterpiece, and I haven't been able to stop thinking about it."--Karen Hao, senior editor, MIT Tech Review What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? Drawing on more than a decade of research, award‑winning scholar Kate Crawford reveals how AI is a technology of extraction: from the minerals drawn from the earth to the labor pulled from low-wage information workers to the data taken from every action and expression. Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequity. Rather than taking a narrow focus on code and algorithms, Crawford offers us a material and political perspective on what it takes to make AI and how it centralizes power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.
Code Dependent
by
Shortlisted for the Women's Prize for Non-Fiction Named a best book of the year by Esquire, The Spectator and Publishers Weekly A riveting story of what it means to be human in a world changed by artificial intelligence, revealing the perils and inequities of our growing reliance on automated decision-making On the surface, a British poet, an UberEats courier in Pittsburgh, an Indian doctor, and a Chinese activist in exile have nothing in common. But they are in fact linked by a profound common experience--unexpected encounters with artificial intelligence. In Code Dependent, Murgia shows how automated systems are reshaping our lives all over the world, from technology that marks children as future criminals, to an app that is helping to give diagnoses to a remote tribal community. AI has already infiltrated our day-to-day, through language-generating chatbots like ChatGPT and social media. But it's also affecting us in more insidious ways. It touches everything from our interpersonal relationships, to our kids' education, work, finances, public services, and even our human rights. By highlighting the voices of ordinary people in places far removed from the cozy enclave of Silicon Valley, Code Dependent explores the impact of a set of powerful, flawed, and often-exploitative technologies on individuals, communities, and our wider society. Murgia exposes how AI can strip away our collective and individual sense of agency, and shatter our illusion of free will. The ways in which algorithms and their effects are governed over the coming years will profoundly impact us all. Yet we can't agree on a common path forward. We cannot decide what preferences and morals we want to encode in these entities--or what controls we may want to impose on them. And thus, we are collectively relinquishing our moral authority to machines. In Code Dependent, Murgia not only sheds light on this chilling phenomenon, but also charts a path of resistance. AI is already changing what it means to be human, in ways large and small, and Murgia reveals what could happen if we fail to reclaim our humanity.
Unmasking AI
by
NATIONAL BESTSELLER * "The conscience of the AI revolution" (Fortune) explains how we've arrived at an era of AI harms and oppression, and what we can do to avoid its pitfalls. "AI is not coming, it's here. If we answer the beautiful call inside these pages, we can decide who we are going to be and how we're going to use technology in service of what it means to be fully human."--Brené Brown, #1 New York Times bestselling author of Dare to Lead A LOS ANGELES TIMES BEST BOOK OF THE YEAR * Shortlisted for the Inc. Non-Obvious Book Award To most of us, it seems like recent developments in artificial intelligence emerged out of nowhere to pose unprecedented threats to humankind. But to Dr. Joy Buolamwini, who has been at the forefront of AI research, this moment has been a long time in the making. After tinkering with robotics as a high school student in Memphis and then developing mobile apps in Zambia as a Fulbright fellow, Buolamwini followed her lifelong passion for computer science, engineering, and art to MIT in 2015. As a graduate student at the "Future Factory," she did groundbreaking research that exposed widespread racial and gender bias in AI services from tech giants across the world. Unmasking AI goes beyond the headlines about existential risks produced by Big Tech. It is the remarkable story of how Buolamwini uncovered what she calls "the coded gaze"--the evidence of encoded discrimination and exclusion in tech products--and how she galvanized the movement to prevent AI harms by founding the Algorithmic Justice League. Applying an intersectional lens to both the tech industry and the research sector, she shows how racism, sexism, colorism, and ableism can overlap and render broad swaths of humanity "excoded" and therefore vulnerable in a world rapidly adopting AI tools. Computers, she reminds us, are reflections of both the aspirations and the limitations of the people who create them. Encouraging experts and non-experts alike to join this fight, Buolamwini writes, "The rising frontier for civil rights will require algorithmic justice. AI should be for the people and by the people, not just the privileged few."