The Atlas of AI

Author: Kate Crawford
Publisher: Yale University Press
ISBN: 0300209576
Category : Computers
Languages : en
Pages : 336

Book Description
The hidden costs of artificial intelligence, from natural resources and labor to privacy and freedom What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. Drawing on more than a decade of research, award-winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind "automated" services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

The Atlas of AI

Author: Kate Crawford
Publisher: Yale University Press
ISBN: 0300252390
Category : Computers
Languages : en
Pages : 336

Book Description
The hidden costs of artificial intelligence, from natural resources and labor to privacy and freedom What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. Drawing on more than a decade of research, award-winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind “automated” services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

The AI Marketing Canvas

Author: Raj Venkatesan
Publisher: Stanford University Press
ISBN: 1503628043
Category : Business & Economics
Languages : en
Pages : 295

Book Description
This book offers a direct, actionable plan CMOs can use to map out initiatives that are properly sequenced and designed for success—regardless of where their marketing organization is in the process. The authors pose the following critical questions to marketers: (1) How should modern marketers be thinking about artificial intelligence and machine learning? and (2) How should marketers be developing a strategy and plan to implement AI into their marketing toolkit? The opening chapters provide marketing leaders with an overview of what exactly AI is and how is it different than traditional computer science approaches. Venkatesan and Lecinski, then, propose a best-practice, five-stage framework for implementing what they term the "AI Marketing Canvas." Their approach is based on research and interviews they conducted with leading marketers, and offers many tangible examples of what brands are doing at each stage of the AI Marketing Canvas. By way of guidance, Venkatesan and Lecinski provide examples of brands—including Google, Lyft, Ancestry.com, and Coca-Cola—that have successfully woven AI into their marketing strategies. The book concludes with a discussion of important implications for marketing leaders—for your team and culture.

The Alignment Problem: Machine Learning and Human Values

Author: Brian Christian
Publisher: W. W. Norton & Company
ISBN: 039363583X
Category : Science
Languages : en
Pages : 459

Book Description
A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us—and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole—and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands. The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software. In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story. The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

Competing in the Age of AI

Author: Marco Iansiti
Publisher: Harvard Business Press
ISBN: 1633697630
Category : Business & Economics
Languages : en
Pages : 175

Book Description
"a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

Your Computer Is on Fire

Author: Thomas S. Mullaney
Publisher: MIT Press
ISBN: 026253973X
Category : Computers
Languages : en
Pages : 417

Book Description
Technology scholars declare an emergency: attention must be paid to the inequality, marginalization, and biases woven into our technological systems. This book sounds an alarm: we can no longer afford to be lulled into complacency by narratives of techno-utopianism, or even techno-neutrality. We should not be reassured by such soothing generalities as "human error," "virtual reality," or "the cloud." We need to realize that nothing is virtual: everything that "happens online," "virtually," or "autonomously" happens offline first, and often involves human beings whose labor is deliberately kept invisible. Everything is IRL. In Your Computer Is on Fire, technology scholars train a spotlight on the inequality, marginalization, and biases woven into our technological systems.

The Voice Catchers

Author: Joseph Turow
Publisher: Yale University Press
ISBN: 0300258739
Category : Business & Economics
Languages : en
Pages : 345

Book Description
Your voice as biometric data, and how marketers are using it to manipulate you Only three decades ago, it was inconceivable that virtually entire populations would be carrying around wireless phones wherever they went, or that peoples’ exact locations could be tracked by those devices. We now take both for granted. Even just a decade ago the idea that individuals’ voices could be used to identify and draw inferences about them as they shopped or interacted with retailers seemed like something out of a science fiction novel. Yet a new business sector is emerging to do exactly that. The first in-depth examination of the voice intelligence industry, The Voice Catchers exposes how artificial intelligence is enabling personalized marketing and discrimination through voice analysis. Amazon and Google have numerous patents pertaining to voice profiling, and even now their smart speakers are extracting and using voice prints for identification and more. Customer service centers are already approaching every caller based on what they conclude a caller’s voice reveals about that person’s emotions, sentiments, and personality, often in real time. In fact, many scientists believe that a person’s weight, height, age, and race, not to mention any illnesses they may have, can also be identified from the sound of that individual’s voice. Ultimately not only marketers, but also politicians and governments, may use voice profiling to infer personal characteristics for selfish interests and not for the benefit of a citizen or of society as a whole. Leading communications scholar Joseph Turow places the voice intelligence industry in historical perspective, explores its contemporary developments, and offers a clarion call for regulating this rising surveillance regime.

Adult Themes: Rewriting the Rules of Adulthood

Author: Kate Crawford
Publisher: Macmillan Publishers Aus.
ISBN: 1741971209
Category : Social Science
Languages : en
Pages : 366

Book Description
Is adulthood in crisis? Why are so many people rejecting the traditional path of marriage, mortgage and a fast-track career? Are we facing an immaturity epidemic? In this provocative, humorous and persuasive book, Kate Crawford takes a close look at the conventional packaging of adulthood. The idealised picture of the wedding ring, picket fence and career-for-life no longer reflects how a growing number of Australians live. Commentators wring their hands over commitment-phobic, apolitical "adultescents" permanently plugged into iPods, and decry the loss of values. But they're missing the larger picture. The way we work, find homes, form families and engage in politics and culture has radically transformed. Crawford argues that it's time the debates on social values recognised the variety of ways that we choose to live. Equal parts media critique and manifesto, Adult Themes is an inspiring call to arms for those who know that being "adult" goes beyond home renovation, getting hitched and a gold watch on retirement. This book explodes the generational stereotypes and myths of perpetual adolescence to reveal the economic and cultural shifts that affect us all.

Robot

Author: Luca Beatrice
Publisher: 24 Ore Cultura
ISBN: 9788866483717
Category : Robots
Languages : en
Pages : 267

Book Description
-The definitive work on the robot aesthetic throughout history, from Ancient Greece to the present day -An inexhaustible source of inspiration for fashion, music and design From Ancient Greece onwards, humans have been swept up in a race to replicate and rebuild themselves. We design automatons that mimic human functions or improve on them, born from a desire to take evolution into our own hands, or even play God. In fact, every form of cultural expression has at some point investigated the rich and stimulating field of robotics, reaching different conclusions and outcomes every time. Robots have infiltrated our social consciousness. They are everywhere, from Leonardo da Vinci's drummer robot to the futurist man-machine; from Frankenstein to the works of Isaac Asimov and Philip Dick, inventor of the 'replicant'; from Edward Gordon Craig's theory of the actor as a super-puppet to Daft Punk and Kraftwerk, the krautrock band who used replica mannequins of themselves at the end of their concert. It doesn't end there, either. Robots feature heavily in cinema (Fritz Lang's Metropolis, Ridley Scott's Blade Runner, and George Lucas's Star Wars saga, to name a few). They star in innumerable comic strips and cartoons (from Astro Boy to Marvel comics and Japanese manga). Fields like design, architecture and fashion, where creativity encounters industry, turned the robot into a commodity rather than a character. 'Robot' became a style in itself: kitsch and chic, fun and futuristic. Nowadays, when laptops, tablets and smartphones, the robots of the contemporary age, are in every house, car and pocket, the tin-and-steel robots of yesteryear have acquired an irresistibly vintage flavor, which makes them all the more desirable. Robot: A Visual Atlas from Ancient Greece to Artificial Intelligence appreciates this rich variety. Through tracking the conceptual development of the robot through western cultural history, it uncovers the roots of our fascination with artificial humanity.

Map and Territory

Author: Eliezer Yudkowsky
Publisher:
ISBN: 9781939311238
Category :
Languages : en
Pages :

Book Description
When human brains try to do things, they can run into some very strange problems. Self-deception, confirmation bias, magical thinking-it sometimes seems our ingenuity is boundless when it comes to shooting ourselves in the foot.In Map and Territory, decision theorist Eliezer Yudkowsky asks what a "martial art" of rationality would look like, beginning with the basic fighting stance-the orientation toward the world that lets us get the most bang for our cognitive buck, that best positions us to understand and react to brains' strange acts of self-destruction.