When Your Boss Is an AI Bot: Exploring Opportunities and Risks of Manager Clone Agents in the Future Workplace
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Abstract (arXiv)
As Generative AI (GenAI) becomes increasingly embedded in the workplace, managers are beginning to create Manager Clone Agents -- AI-powered digital surrogates trained on their work communications and decision patterns to perform managerial tasks on their behalf. To investigate this emerging phenomenon, we conducted six design fiction workshops (n = 23) with managers and workers, in which participants co-created speculative scenarios and discussed how Manager Clone Agents might transform collaborative work. We identified four potential roles that participants envisioned for Manager Clone Agents: proxy presence, informational conveyor, productivity engine, and leadership amplifier, while highlighting concerns spanning individual, interpersonal, and organizational levels. We provide design recommendations envisioned by both parties for integrating Manager Clone Agents responsibly into the future workplace, emphasizing the need to prioritize workers' perspectives and nurture interpersonal bonds while also anticipating alternative futures that may disrupt managerial hierarchies.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 13 Sep 2025.
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Citing papers per year: 2026: 3.
3 papers.
- 2026Working with Agentic `Teammates': When a New Organizational Actor Collides with the Human Ecosystem of Work24 Sep 2026
- 2026From Tool to Agent: How Worker Needs Reorganize Across the Agentic Roles of Workplace AI4 May 2026
- 2026LLMs Should Incorporate Explicit Mechanisms for Human Empathy12 Apr 2026