Awkward Intelligence Where Ai Goes Wrong Why It Matters And What We Can Do About It
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Awkward Intelligence
"If you want to know what artificial intelligence can do and what it cannot do, in this book you will find all the information that you need in an entertaining fashion. The book covers mysterious terms like algorithm and machine learning, in an approachable manner. It enables you to join the discussions on good and bad AI: Do we want machines to judge your face? Is image recognition by the computer really better than by humans? And why should you learn about the misfortune of a self-driving robo vacuum cleaner? Read the book and find out"--
Awkward Intelligence
An expert offers a guide to where we should use artificial intelligence—and where we should not. Before we know it, artificial intelligence (AI) will work its way into every corner of our lives, making decisions about, with, and for us. Is this a good thing? There’s a tendency to think that machines can be more “objective” than humans—can make better decisions about job applicants, for example, or risk assessments. In Awkward Intelligence, AI expert Katharina Zweig offers readers the inside story, explaining how many levers computer and data scientists must pull for AI’s supposedly objective decision making. She presents the good and the bad: AI is good at processing vast quantities of data that humans cannot—but it’s bad at making judgments about people. AI is accurate at sifting through billions of websites to offer up the best results for our search queries and it has beaten reigning champions in games of chess and Go. But, drawing on her own research, Zweig shows how inaccurate AI is, for example, at predicting whether someone with a previous conviction will become a repeat offender. It’s no better than simple guesswork, and yet it’s used to determine people’s futures. Zweig introduces readers to the basics of AI and presents a toolkit for designing AI systems. She explains algorithms, big data, and computer intelligence, and how they relate to one another. Finally, she explores the ethics of AI and how we can shape the process. With Awkward Intelligence. Zweig equips us to confront the biggest question concerning AI: where we should use it—and where we should not.
Thinking Like a Human
A bright and timely book that celebrates the value of the human mind AI is at the forefront of everyone's minds: from students and artists, to CEO's and service workers. But what exactly is AI, and how does it influence our everyday lives? And more than that, what does it mean for our future? Is there a way for us to retain our "humanness" in a world ever-reliant on tech? This groundbreaking book argues that the key technology we use to make strategic, political, and ethical decisions is flawed. As we race headlong into a future where we outsource all of our problem solving to artificial intelligence, the greatest threat to humanity is not superintelligent machinery, but a lack of trust in the power of our own minds. This book offers a new way forward—what Dr. Weitzner calls "artful intelligence"—a philosophy that celebrates our humanness and can help each of us make better decisions and create a healthier relationship with the world around us. In these pages, the author walks us through how AI often fails and how that affects our lives. But readers will also meet the rockstars, inventors, and business leaders who embody artful intelligence and are changing our world for the better in an era rampant with AI malpractice—while being taught how to do the same.