Limits of AI - theoretical, practical, ethical

Häftad, Engelska, 2024

305 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

Artificial intelligence is a key technology with great expectations in science, industry, and everyday life. This book discusses both the perspectives and the limitations of this technology. This concerns the practical, theoretical, and conceptual challenges that AI has to face. In an early phase of symbolic AI, AI focused on formal programs (e.g., expert systems), in which rule-based knowledge was processed with the help of symbolic logic. Today, AI is dominated by statistics-based machine learning methods and Big Data. While this sub-symbolic AI is extremely successful (e.g., chatbots like ChatGPT), it is often not transparent. The book argues for explainable and reliable AI, in which the logical and mathematical foundations of AI-algorithms become understandable and verifiable.

Produktinformation

Utgivningsdatum:2024-04-01
Mått:127 x 203 x 12 mm
Vikt:200 g
Format:Häftad
Språk:Engelska
Serie:Technik im Fokus
Antal sidor:158
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783662682890
Originaltitel:Grenzen der KI – theoretisch, praktisch, ethisch

Utforska kategorier

Mer om författaren

About the AuthorsKlaus Mainzer teaches as Emeritus of Excellence at the Technical University of Munich and as Senior Professor at the Carl Friedrich von Weizsäcker Center at the University of Tübingen. He is President of the European Academy of Sciences and Arts. His research focuses on complexity and computability theory, foundations of artificial intelligence, philosophy of science and technology, future issues of the technical-scientific world.Reinhard Kahle is Carl Friedrich von Weizsäcker Endowed Professor of Theory and History of Science at the University of Tübingen. His research interests include proof theory and the history and philosophy of modern mathematical logic, foundations of computer science and the philosophical reflection of science as currently propagated in artificial intelligence.

Innehållsförteckning

The Concept of Artificial Intelligence.- Practical limits.- Theoretical limits.- Conceptual boundaries.- Prospects for Hybrid AI.- Bibliography.

Mer från samma författare

Little Book of Time

Klaus Mainzer

Inbunden, 2002

236 kr

Heinz-Dieter Ebbinghaus, Hans Hermes, Friedrich Hirzebruch, Max Koecher, Klaus Mainzer, Jürgen Neukirch, Alexander Prestel, Reinhold Remmert, John H. Ewing - Numbers, Häftad

Del 123

Numbers

Heinz-Dieter Ebbinghaus, Hans Hermes, Friedrich Hirzebruch, Max Koecher, Klaus Mainzer, Jürgen Neukirch, Alexander Prestel, Reinhold Remmert, John H. Ewing

Häftad, 1990

872 kr

Little Book of Time

Klaus Mainzer

Häftad, 2010

243 kr

Numbers

Reinhold Remmert, Alexander Prestel, Jurgen Neukirch, Klaus Mainzer, Max Koecher, Friedrich Hirzebruch, Hans Hermes, Heinz-Dieter Ebbinghaus, John H. Ewing