EAN: 9783662682890

LIMITS OF AI - THEORETICAL PRACTICAL ETHICAL - ...

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.

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