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Generative Artificial Intelligence (GAI) – Foundations, Use Cases and Economic Potential

  • A key technology driving the digital transformation of the economy is artificial intelligence (AI). It has gained a high degree of public attention with the initial release of the chatbot ChatGPT, which demonstrates the potential of generative AI (GAI) as a relatively new segment within AI. It is widely expected that GAI will shape the future of many industries and society in the coming years. This article provides a brief overview of the foundations of generative AI (“GAI”) including machine learning and what distinguishes it from other fields of AI. Furthermore, we look at important players in this emerging market, possible use cases and the expected economic potential as of today. It is apparent that, once again, a few US-based Big Tech firms are about to dominate this emerging technology and that the European tech sector is falling further behind. Finally, we conclude that the recently adopted Digital Markets Act (DMA) and the Digital Service Act (DSA) as well as the upcoming AI Act should be reviewed to ensure that the regulatory framework of European digital markets keeps up with the accelerated development of AI.

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Metadaten
Verfasserangaben:Volker BrühlORCiDGND
URN:urn:nbn:de:hebis:30:3-691469
URL:https://ssrn.com/abstract=4515593
DOI:https://doi.org/10.2139/ssrn.4515593
Schriftenreihe (Bandnummer):CFS working paper series (No. 713)
Verlag:Center for Financial Studies
Verlagsort:Frankfurt, M.
Dokumentart:Arbeitspapier
Sprache:Englisch
Datum der Veröffentlichung (online):25.07.2023
Datum der Erstveröffentlichung:25.07.2023
Veröffentlichende Institution:Universitätsbibliothek Johann Christian Senckenberg
Datum der Freischaltung:01.08.2023
Seitenzahl:10
HeBIS-PPN:510583334
Institute:Wirtschaftswissenschaften / Wirtschaftswissenschaften
Wissenschaftliche Zentren und koordinierte Programme / Center for Financial Studies (CFS)
DDC-Klassifikation:3 Sozialwissenschaften / 33 Wirtschaft / 330 Wirtschaft
JEL-Klassifikation:O Economic Development, Technological Change, and Growth / O3 Technological Change; Research and Development / O30 General
O Economic Development, Technological Change, and Growth / O4 Economic Growth and Aggregate Productivity / O40 General
Sammlungen:Universitätspublikationen
Lizenz (Deutsch):License LogoDeutsches Urheberrecht