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Digital Sovereignty with „Living Guidelines for Responsible Use of Generative AI“

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dc.contributor.authorMainzer, Klaus
dc.contributor.editorKlein, Maike
dc.contributor.editorKrupka, Daniel
dc.contributor.editorWinter, Cornelia
dc.contributor.editorGergeleit, Martin
dc.contributor.editorMartin, Ludger
dc.date.accessioned2024-10-21T18:24:27Z
dc.date.available2024-10-21T18:24:27Z
dc.date.issued2024
dc.description.abstractOn 14 June 2023, a general AI regulation was adopted by the European Parliament on the proposal of the EU Commission. For the first time, rules on product safety and the protection of human rights were combined. The background for this legislative initiative is the fear of increasing unpredictability, opacity and lack of explainability of current machine learning, which is largely based on pattern recognition in large statistical data masses generated by modern computer capacities and data storage. However, we already know from elementary statistics that statistical correlations cannot provide causal explanations. Is AI becoming an inscrutable "black box" which threaten the sovereignty of human individuals? Therefore, a European research group has suggested „Living guidelines for responsible use of generative AI“ which concern the sovereignty of scientists, reviewers of scientific papers, scientific journals, and scientific organisations working with chatbots. These guidelines were supported and published last year by „Nature“ [Bo23]. The paper invited LLM developers and companies, researchers/reviewers/editors of scientific journals and publishers/research (funding) organisations to comment the criteria for an independent scientific auditing agency for LLMs. However, we should be cautious with our regulatory efforts so that we do not end up stifling Europe's innovation potential and falling behind in international competition.en
dc.identifier.doi10.18420/inf2024_52
dc.identifier.isbn978-3-88579-746-3
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/45213
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINFORMATIK 2024
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-352
dc.subjectmachine learning
dc.subjectgenerative AI
dc.subjectlearning algorithm
dc.subjectlimits of AI
dc.subjectChatGPT
dc.subjectinnovation
dc.subjectcertification
dc.subjectstandardisation
dc.subjectliving guidelines of AI
dc.subjectsovereignty
dc.titleDigital Sovereignty with „Living Guidelines for Responsible Use of Generative AI“en
dc.typeText/Conference Paper
gi.citation.endPage676
gi.citation.publisherPlaceBonn
gi.citation.startPage665
gi.conference.date24.-26. September 2024
gi.conference.locationWiesbaden
gi.conference.sessiontitleKonzeptionelle Herausforderungen für die KI: Souveränität

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P352 - INFORMATIK 2024 - Lock in or log out? Wie digitale Souveränität gelingt