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Artificial Unintelligence: How Computers Misunderstand the World

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Manage episode 441933450 series 2485260
内容由The MIT Press提供。所有播客内容(包括剧集、图形和播客描述)均由 The MIT Press 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Why do we assume that computers always get it right?

Today’s book is: Artificial Unintelligence: How Computers Misunderstand the World (MIT Press, 2019), in which Professor Meredith Broussard argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly designed systems. We are so eager to do everything digitally—hiring, driving, paying bills, even choosing romantic partners—that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guide to understanding the inner workings and outer limits of technology—and issues a warning that we should never assume that computers always get things right. Making a case against technochauvinism—the belief that technology is always the solution—Broussard argues that it's just not true that social problems would inevitably retreat before a digitally enabled Utopia. To prove her point, she undertakes a series of adventures in computer programming. She goes for an alarming ride in a driverless car, concluding “the cyborg future is not coming any time soon”; uses artificial intelligence to investigate why students can't pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software. If we understand the limits of what we can do with technology, Broussard tells us, we can make better choices about what we should do with it to make the world better for everyone.

Our guest is: Professor Meredith Broussard, who is Associate Professor at the Arthur L. Carter Journalism Institute of New York University and Research Director at the NYU Alliance for Public Interest Technology. She is the author of Artificial Unintelligence, and of More Than A Glitch. Her work has been featured in the New Yorker, the New York Times, the Atlantic, the Economist, and more. She appears in the 2020 documentary Coded Bias and serves on the advisory board for the Center for

Our host is: Dr. Christina Gessler, the producer of the Academic Life podcast. She holds a PhD in history, which she uses to explore what stories we tell (and why) and what happens to those we never tell.

For listeners who want to learn more:

More Than A Glitch

Welcome to Academic Life, the podcast for your academic journey—and beyond! You can support the show by posting, assigning or sharing episodes. Join us again to learn from more experts inside and outside the academy, and around the world. Missed any of the 200+ Academic Life episodes? You’ll find them all archived here.

  continue reading

497集单集

Artwork
icon分享
 
Manage episode 441933450 series 2485260
内容由The MIT Press提供。所有播客内容(包括剧集、图形和播客描述)均由 The MIT Press 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Why do we assume that computers always get it right?

Today’s book is: Artificial Unintelligence: How Computers Misunderstand the World (MIT Press, 2019), in which Professor Meredith Broussard argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly designed systems. We are so eager to do everything digitally—hiring, driving, paying bills, even choosing romantic partners—that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guide to understanding the inner workings and outer limits of technology—and issues a warning that we should never assume that computers always get things right. Making a case against technochauvinism—the belief that technology is always the solution—Broussard argues that it's just not true that social problems would inevitably retreat before a digitally enabled Utopia. To prove her point, she undertakes a series of adventures in computer programming. She goes for an alarming ride in a driverless car, concluding “the cyborg future is not coming any time soon”; uses artificial intelligence to investigate why students can't pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software. If we understand the limits of what we can do with technology, Broussard tells us, we can make better choices about what we should do with it to make the world better for everyone.

Our guest is: Professor Meredith Broussard, who is Associate Professor at the Arthur L. Carter Journalism Institute of New York University and Research Director at the NYU Alliance for Public Interest Technology. She is the author of Artificial Unintelligence, and of More Than A Glitch. Her work has been featured in the New Yorker, the New York Times, the Atlantic, the Economist, and more. She appears in the 2020 documentary Coded Bias and serves on the advisory board for the Center for

Our host is: Dr. Christina Gessler, the producer of the Academic Life podcast. She holds a PhD in history, which she uses to explore what stories we tell (and why) and what happens to those we never tell.

For listeners who want to learn more:

More Than A Glitch

Welcome to Academic Life, the podcast for your academic journey—and beyond! You can support the show by posting, assigning or sharing episodes. Join us again to learn from more experts inside and outside the academy, and around the world. Missed any of the 200+ Academic Life episodes? You’ll find them all archived here.

  continue reading

497集单集

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