Leading the Human-AI Paradox: Paradoxical Leadership, Human-AI Complementarity, Responsible AI Agency, and Employee Innovation

1. School of Management, Universiti Sains Malaysia (USM), Minden, 11800 Penang, Malaysia
2. Faculty of Business and Communications, INTI International University, Nilai, Malaysia

Abstract

The increasing use of generative artificial intelligence (GenAI) in organizational work creates a persistent tension between leveraging machine capabilities and preserving human judgment, autonomy, creativity, and accountability. Drawing on paradox theory, this conceptual paper develops a framework explaining how paradoxical leadership can enable organizations to manage this human-AI tension through a both-and approach. The framework proposes two complementary mechanisms. Human-AI complementarity captures the productive integration of distinct human and AI capabilities, whereas responsible AI agency reflects employees' capacity to use AI while retaining critical evaluation, meaningful decision authority, and accountability. The framework also identifies AI literacy as an enabling boundary condition and AI overreliance as a constraining condition that influences whether human-AI collaboration results in augmentation or substitution. By integrating paradoxical leadership, human-AI collaboration, responsible AI, and innovation research, the paper extends paradox theory to AI-enabled work and explains why GenAI may enhance employee innovation under some conditions while generating dependence and diminished human contribution under others. The paper develops 7 propositions to guide future empirical research on leadership in increasingly hybrid human-AI workplaces.

Article Highlights:
  • Paradoxical leadership helps employees navigate GenAI-enabled work tensions.
  • Human–AI complementarity supports employee innovative work behavior.
  • Responsible AI agency preserves human judgment and accountability.
  • AI literacy strengthens productive human–AI complementarity.
  • AI overreliance weakens the innovation benefits of human–AI collaboration.

Article information

Section
Articles
Submitted
May 22, 2026
Accepted
September 7, 2026
Published
September 8, 2026
Corresponding author
Ahmad Adeel
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How to Cite

Batool, S., & Adeel, A. (2026). Leading the Human-AI Paradox: Paradoxical Leadership, Human-AI Complementarity, Responsible AI Agency, and Employee Innovation. Innovation Management Frontiers, 1(1), 47-55. https://doi.org/10.36923/imf.v1i1.432

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Authors

Samreen Batool
Ahmad Adeel
adeelleads@yahoo.com (Primary Contact)
Author Biographies

Samreen Batool

Samreen Batool is a PhD candidate at the School of Management, Universiti Sains Malaysia (USM), Minden, 11800 Penang, Malaysia.

Ahmad Adeel

Ahmad Adeel is an associate professor of research at the Faculty of Business and Communications, INTI International University, Persiaran Perdana BBN, Putra Nilai 71800 Nilai, Negeri Sembilan, Malaysia. He received his PhD in Business Administration from Huazhong University of Science and Technology, Wuhan, China. His research interests are conflict management, motivation, and employee creativity. 

How to Cite

Batool, S., & Adeel, A. (2026). Leading the Human-AI Paradox: Paradoxical Leadership, Human-AI Complementarity, Responsible AI Agency, and Employee Innovation. Innovation Management Frontiers, 1(1), 47-55. https://doi.org/10.36923/imf.v1i1.432

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