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The provided sources examine the evolving role of trade unions in managing the integration of artificial intelligence within the workplace, with a specific focus on the German industrial model. While AI offers potential for process optimization and cognitive assistance, it also introduces significant risks regarding worker surveillance, algorithmic discrimination, and skill devaluation. To mitigate these dangers, labor organizations are advocating for human-centered AI that prioritizes employee autonomy and requires expert human verification of machine decisions. Effective implementation relies on modernizing works councils to move beyond reactive bargaining toward a proactive, process-oriented strategy that includes strategic co-determination. Furthermore, the texts emphasize that specialized training for union members is essential to demystify complex technologies and ensure that workers remain active participants in the digital transformation of their industries. Ultimately, the research suggests that a collaborative, transparent approach between management and labor is necessary to ensure AI serves as a tool for job quality enhancement rather than mere labor substitution. Source(s): https://journals.sagepub.com/doi/10.1...