AI & ML
Artificial Intelligence and Job Design: A Dynamic Framework
arXiv cs.HC0 views
arXiv:2610.28830v1 Announce Type: cross Abstract: This study aims to deepen the understanding of artificial intelligence's (AI) impact on work by introducing and describing the AI-Job Dynamics Framework. Drawing from sociotechnical systems theory, complexity theory, and organizational learning theories, we conceptualize AI integration as a dynamic, non-linear process with three key phases. The framework, supported by theoretical propositions, identifies how this process affects organizational decision-making structures and key job characteristics over time, emphasizing the balance between centralization and decentralization of decision-making power. AI integration initially reduces job autonomy but may lead to greater autonomy in later phases as AI becomes more embedded. Throughout this process, AI reshapes skill requirements from routine to complex cognitive and adaptive skills. In the advanced phase of AI integration, we introduce the alternative paths and varied trajectories through which AI, organizational structures, and individual work experiences evolve. We conclude by discussing the implications of this framework for future research on AI and job design.
Source:https://arxiv.org/abs/2610.28830PreviousScaling Therapy Supervision: Assessing Psychotherapy Fidelity Using Large Language ModelsNextGenXR-Bench: Benchmarking Coding Agents for Interactive XR Development
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