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February 11, 2026
Journal Article
Title

Guidelines for the Fair Use of Generative AI

Title Supplement
Practical Examples from Production Management and Social Welfare
Abstract
With the rapid spread of assistive AI tools such as ChatGPT, Gemini, and Copilot, companies are being challenged to address the opportunities and challenges of artificial intelligence. Based on two practical examples, this article provides insight into how companies can use company-specific risk and potential analyses to develop guidelines for the fair and responsible use of AI.
Author(s)
Gerlmaier, Anja
Universität Duisburg-Essen  
Kramer, Paul-Fiete
Universität Duisburg-Essen  
Marrenbach, Dirk  
Fraunhofer-Institut für Arbeitswirtschaft und Organisation IAO  
Wenzel, René
Iserlohner Werkstätten gGmbH
Journal
Industry 4.0 Science  
Project(s)
Transfer-Hub der Metropole Ruhr für die humanzentrierte Arbeit mit KI; Teilprojekt: Proaktive Arbeitsgestaltung und innovative Beteiligungsformen bei KI-Anwendungen  
Funder
Bundesministerium für Forschung, Technologie und Raumfahrt  
DOI
10.30844/I4SE.26.1.22
Language
English
Fraunhofer-Institut für Arbeitswirtschaft und Organisation IAO  
Keyword(s)
  • generative artificial intelligence

  • human-centered design

  • work design

  • AI guidelines

  • AI use

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