Awkward Intelligence by Katharina A Zweig

Awkward Intelligence by Katharina A Zweig

INTERNATIONAL BESTSELLER: An artificial intelligence expert reveals the good—and the bad—about AI decision making, exploring the basics of AI ethics and AI design. 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.

Katharina A. Zweig is Professor of Computer Science at the TU Kaiserslautern in Kaiserslautern, Germany.

SKU	Nicht verfügbar
ISBN 13	9780262047463
ISBN 10	0262047462
Titel	Awkward Intelligence
Autor	Katharina A Zweig
Buchzustand	Nicht verfügbar
Bindungsart	Hardback
Verlag	MIT Press Ltd
Erscheinungsjahr	2022-10-25
Seitenanzahl	272
Hinweis auf dem Einband	Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
Hinweis	Nicht verfügbar