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AI’s Expertise Upheaval: Mastery vs. Growth Roles

MINDWORKS

MINDWORKS
AI’s Expertise Upheaval: Mastery vs. Growth Roles
Oct 28, 2025
Daniel Serfaty

AI is reshaping entry-level work and the path to expertise. Host Daniel Serfaty and Prof. Joseph Fuller of the Harvard Business School break down how “mastery” roles shrink as rules-based tasks automate, and “growth” roles expand as AI removes barriers to entry. 

Learn what this shift means for career development and the next generation of talent.