Personalized Tutors: Evidence and Limits

Ethan Mollick, a Wharton professor and author of the Substack One Useful Thing, describes today’s AI systems as a “jagged frontier," where AI outperforms humans in some tasks but falls short in others. This unevenness means the technology won’t replace all jobs, but it will reshape how we work and which skills matter most. In this episode, we discuss why management and delegation are becoming more valuable, how AI could disrupt the traditional career ladder, and how Mollick is using AI in his classroom to accelerate and deepen learning.

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