📚 Education May 28, 2026 · Guest Author

What AI-Enabled Education Actually Looks Like When It’s Working for Workforce Students

Getting Smart
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By: Stephen Griffin



Imagine it’s 2030. A student enrolls in a supply chain management program at her local community college. Before she registers for her first course, she can see — clearly, in plain language — exactly which competencies she’ll build, how those competencies map to open positions at regional employers, and what her peers who completed the same program are doing now. She isn’t making a $12,000 decision in the dark. She has evidence.



Midway through the prog

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