Authors:
- Is "artificial intelligence" replacing humans?
- It explains the logical, scientific and technical foundations of intelligent systems.
- Should the use of artificial intelligence be limited?
Part of the book series: Technik im Fokus (TECHNIK)
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Table of contents (12 chapters)
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Front Matter
About this book
But how secure are AI algorithms? This challenge is taken up in the 2nd edition: Complex neural networks are fed and trained with huge amounts of data (big data). The number of necessary parameters explodes exponentially. Nobody knows exactly what is going on in these "black boxes". In machine learning we need more explainability and accountability of causes and effects in order to be able to decide ethicaland legal questions of responsibility (e.g. in autonomous driving or medicine)! Besides causal learning, we also analyze procedures of tests and verification to get certified AI-programs.
Since its inception, AI research has been associated with great visions of the future of mankind. It is already a key technology that will decide the global competition of social systems. "Artificial Intelligence and Responsibility" is another central supplement to the 2nd edition: How should we secure our individual liberty rights in the AI world? This book is a plea for technology design: AI must prove itself as a service in society.
Authors and Affiliations
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Emeritus of Excellence, Technical University of Munich, Munich, Germany
Klaus Mainzer
About the author
Bibliographic Information
Book Title: Artificial intelligence - When do machines take over?
Authors: Klaus Mainzer
Series Title: Technik im Fokus
DOI: https://doi.org/10.1007/978-3-662-59717-0
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2020
Softcover ISBN: 978-3-662-59716-3Published: 24 October 2019
eBook ISBN: 978-3-662-59717-0Published: 14 October 2019
Series ISSN: 2194-0770
Series E-ISSN: 2194-0789
Edition Number: 1
Number of Pages: XI, 279
Number of Illustrations: 47 b/w illustrations, 10 illustrations in colour
Additional Information: Translation from the German Language edition: Mainzer: Künstliche Intelligenz - Wann übernehmen die Maschinen? , © Springer-Verlag GmbH Deutschland 2018
Topics: Popular Science in Technology, Computational Intelligence, Artificial Intelligence