arXiv AI By Rana Abou Khamis, Hala Assal, Ashraf Matrawy

Unanticipated Effects of Generative AI on Expertise Pathways and Performance Perception in System Administration

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arXiv:2607. 28650v1 Announce Type: cross Abstract: While industry discourse often emphasizes immediate productivity gains and frames GenAI primarily as a tool for automation, the integration of GenAI into system administration may involve deeper shifts in professional practice that are not yet fully understood.

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