Visit hbs.edu

Don’t Expect Juniors to Teach Senior Professionals to Use Generative AI

Emerging technologies like generative AI are revolutionizing industries, but integrating these tools effectively poses unique challenges. The study “Don’t Expect Juniors to Teach Senior Professionals to Use Generative AI,” authored by Hila Lifschitz-Assaf and Steven Randazzo from the Laboratory for Innovation Science at Harvard, along with Institute experts Fabrizio Dell’Acqua Fabrizio Dell’Acqua , Edward McFowland III Edward McFowland III , and Karim Lakhani Karim Lakhani headshot Karim R. Lakhani , in collaboration with Katherine Kellogg (MIT), Ethan Mollick (University of Pennsylvania), and François Candelon (BCG), uncovers crucial insights into the dynamics between junior and senior professionals and offers strategies for successful adoption.

Key Insights

  1. Real Barrier: Technology Risks, Not Status: Contrary to common belief, the primary obstacle isn’t the threat to senior professionals’ status but the novel risks associated with generative AI. These risks include inaccuracies, lack of explainability, and issues with contextual relevance, which are unfamiliar and challenging for senior professionals.
  2. Ineffective Mitigation by Juniors: Juniors often lack a deep understanding of generative AI’s capabilities, leading them to suggest risk mitigation tactics that focus on altering human routines instead of addressing system-level design changes. This approach is insufficient for managing the complexities of AI.
  3. System-Level Solutions Required: Effective integration of generative AI demands system-level interventions. Organizations need to develop robust frameworks for risk mitigation, establish clear guidelines for AI use, and ensure continuous learning and adaptation through real-time data updates.

Gain a comprehensive understanding of the challenges and risks posed by generative AI and discover actionable strategies to equip your organization for innovation and growth.

Engage With Us

Join Our Community

Ready to dive deeper with the Digital Data Design Institute at Harvard? Subscribe to our newsletter, contribute to the conversation and begin to invent the future for yourself, your business and society as a whole.