Ep. 20 - Beyond AI Janitors

Discover how top universities are transforming teaching methods to prepare students for a future where AI is an essential co-pilot, not a crutch. In this eye-opening episode, seasoned professors from UVA’s business and commerce schools reveal the revolutionary shift from traditional teaching to a dynamic, AI-augmented learning experience.

You’ll hear from Ryan Wright, a UVA professor working to integrate AI into learning and research, Tim Laseter, who reflects on how the case method is evolving, and Keith McCormick, who brings a practical machine-learning perspective on AI’s real impact in organizations. Together, they unpack how students should be using AI as a co-creator, why judgment and critical thinking matter more than ever, and how educators can preserve genuine learning in an AI-driven world.

You'll learn how case method classrooms are becoming interactive labs where students collaborate with AI tools, analyze real-world data, and develop judgment skills that no AI can replace.

Ryan Wright wonders how we can teach the students not just to be ‘AI janitor,’ cleaning up and refining outputs, but rather co-creator partners of AI. Tim Laseter explores how to harness AI in experiential learning and live cases, making students thrive in an uncertain future. Keith McCormick highlights the importance of understanding organization memory and how AI can augment, rather than replace, the uniquely human skills of empathy and judgment.

In this episode, we also break down concrete tactics for educators and students alike: from using AI-driven peer reviews and meta-analysis to cultivating critical thinking through iterative questioning. The conversation then tackles the delicate balance of assessment in a world where AI is ubiquitous: should exams be oral, project-based, or involve real-time interrogation of AI outputs?

Beyond individual skills, the episode underscores a profound insight: how should we shape creativity in students? Possibly, a liberal arts foundation is the best strategy for future-proofing careers in the AI era. As AI accelerates change, the ability to see beyond AI-generated answers, ask the right questions, and think critically becomes invaluable.

This episode is essential listening for educators, students, and anyone curious about shaping the next generation’s skills in an AI-powered world. Whether you're at the start of your teaching journey or a seasoned professional grappling with assessment strategies, this discussion offers a fresh perspective on how to stay ahead. Prepare to rethink what it means to learn, teach, and succeed with AI as your co-creator, not your substitute.