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Conducted under the auspices of the German Informatics Society (Gesellschaft für Informatik e.V., GI) between March 2020 and November 2021, the project deals with application of artificial intelligence in the fields of human-machine collaboration in industrial production, and AI systems in personnel and talent management and in recruiting. The technical, normative and legal situation, the associated issues and proposals for possible solutions have been competently prepared and presented. The authors address the probable need for a cultural shift in the approach to demonstrating safety. The report (in German) recommends literature for exploration of individual topics in greater depth.