Generative AI's Role in Transforming Knowledge Work and the Workforce
Abstract
Generative Artificial Intelligence (GenAI), which includes technologies like large language models (LLMs), image generation, and code synthesis, is reshaping the landscape of knowledge work. Unlike earlier automation technologies that mainly affected manual and repetitive tasks, GenAI encroaches upon creative, cognitive, and decision-making domains traditionally reserved for human experts. This paper explores the multifaceted impact of GenAI on knowledge work, analyzing changes in task structures, skill demands, productivity, job roles, and organizational strategies. It also discusses challenges such as job displacement, ethical concerns, and the evolving human-AI collaboration model. The paper concludes with recommendations for workforce adaptation, policy design, and future research.
Fields of Study & Subjects
Artificial Intelligence Applications
AI and HR Technologies
Ethics and Social Impacts of AI
Publication details
- Journal / source
- International Journal of Science and Research (IJSR)
- Pages
- 1714–1716
- Publication date
- 2 January 2026