AI can enhance learning across disciplines. It can help students brainstorm and identify weaknesses in their writing. It can offer feedback on oral presentations and simulate debate.

Students are investing in their futures. Colleges and universities must align curriculum with workforce realities and bring in outside expertise where it counts.

As states cash in on the potential of non-degree credentials to become a more significant engine for economic mobility, new frameworks are emerging to ensure these innovative programs pass muster.