How Universities Are Closing the Gap Between Classroom and AI-Reshaped Careers

The tasks that once defined early-career roles — drafting, summarizing, basic research, initial coding — are increasingly handled by AI tools, compressing the number of positions available to new graduates and raising the bar for those that remain. Employers are simultaneously revising how they evaluate candidates, placing new weight on judgment, AI fluency, communication, and adaptability. This panel convenes university leaders for an honest, practical dialogue about the gap between what universities currently produce and what the workforce now requires, and about the institutional levers that can close it.