Publications
Publications
- 2025
- HBS Working Paper Series
The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise
By: Fabrizio Dell'Acqua, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub and Karim R. Lakhani
Abstract
We examine how artificial intelligence transforms the core pillars of collaboration—
performance, expertise sharing, and social engagement—through a pre-registered field
experiment with 776 professionals at Procter & Gamble, a global consumer packaged goods
company. Working on real product innovation challenges, professionals were randomly
assigned to work either with or without AI, and either individually or with another
professional in new product development teams. Our findings reveal that AI significantly
enhances performance: individuals with AI matched the performance of teams without
AI, demonstrating that AI can effectively replicate certain benefits of human collaboration.
Moreover, AI breaks down functional silos. Without AI, R&D professionals tended to suggest
more technical solutions, while Commercial professionals leaned towards commerciallyoriented
proposals. Professionals using AI produced balanced solutions, regardless of their
professional background. Finally, AI’s language-based interface prompted more positive selfreported emotional responses among participants, suggesting it can fulfill part of the social
and motivational role traditionally offered by human teammates. Our results suggest that AI
adoption at scale in knowledge work reshapes not only performance but also how expertise
and social connectivity manifest within teams, compelling organizations to rethink the very
structure of collaborative work.
Keywords
Artificial Intelligence; Teamwork; Human-machine Interaction; Productivity; Skills; Innovation; Field Experiment; AI and Machine Learning; Groups and Teams; Competency and Skills; Performance Productivity; Collaborative Innovation and Invention; Product Development
Citation
Dell'Acqua, Fabrizio, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub, and Karim R. Lakhani. "The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise." Harvard Business School Working Paper, No. 25-043, March 2025.