AI in Education Podcast From Classrooms to Careers: The New AI Skills Race
Mar 5, 2026
Universities making AI graduation requirements and rolling out campus-wide Copilot tools. Law schools partnering with specialised legal AI and the rise of 'vibe coding' where non-programmers build apps by iterative prompting. Concerns about low-quality AI work shifting burdens, schools misusing AI detectors, and surprising generational differences in AI understanding.
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Universitywide AI Graduation Competency
- Purdue University now requires all graduates to demonstrate an AI working competency tailored by discipline.
- Each faculty sets role-specific competencies so a doctor, teacher, or lawyer graduates with workplace-relevant AI skills.
Legal Schools Teach Profession Specific AI
- Law schools (Oxford, Chicago, Sydney, UTS) are partnering with Harvey AI to teach profession-specific models.
- Harvey is trained on legal databases so graduates learn the exact tools they'll use in practice.
Manchester's Campuswide Copilot Rollout
- University of Manchester rolled out Microsoft 365 Copilot to 65,000 students and staff as a 'world first.'
- The move links AI access to institutional legacy (Alan Turing) and large-scale training for campus users.