EAN: 9783662597163

TECHNIK IM FOKUS ARTIFICIAL INTELLIGENCE - WH...

Everybody knows them. Smartphones that talk to us  wristwatches that record our health data 
workflows that organize themselves automatically  cars  airplanes and drones that control
themselves  traffic and energy systems with autonomous logistics or robots that explore distant
planets are technical examples of a networked world of intelligent systems. Machine learning is
dramatically changing our civilization. We rely more and more on efficient algorithms  because
otherwise we will not be able to cope with the complexity of our civilizing infrastructure. 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 ethical and 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.

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