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Artwork for Higher Ed AI Playbook

Strategies for Colleges, Universities, and Schools on the Rise.

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Latest Issues

6,000 Students. The AI Tutor Helped When It Slowed Them Down.

A new randomized experiment found a modest delayed-learning edge when AI coaching was paired with mastery practice. The result is not yet peer reviewed—and that caveat clarifies what colleges should a

This week, September 3 coverage from U...

8 days ago
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Only 14% of students Know How To Use AI At Work.

The higher-ed problem is no longer exposure to AI. It is whether students get enough practice, feedback, and judgment to use it in a professional workflow.

Higher education has spent the last two years solving an access problem. It has lic...

15 days ago
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Michigan Built Its Own AI Platform. The Lesson Is Not “Build Your Own.”

What a 43,800-user deployment teaches leaders about the institutional layer they cannot afford to outsource.

A campus can make an AI deployment look impressive very quickly. Put a large number on a dashboard. Show adoption climbing. Point...

22 days ago
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I Catalogued 111 AI Workforce Partnerships. Only 23 Can Tell You What Happened To A Student.

A free, public handbook of every industry-university partnership I could verify — and six findings from building it that should change how your cabinet reads the next announcement.

For the past several months I have been building a catalog...

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53% Of Employers Can’t Find The Graduates They Need. A Free Resource To Help Fix That.

A new Pearson and AWS study of 2,711 learners, leaders and employers across six countries locates the break in the education-to-work pipeline — and it is not curriculum, and it is not tools.

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  • Higher Ed AI Playbook

    Founder of EdGenerative; Forbes Contributor; Dancer; Mom

  • J. Woodrow Fife

    I write about how education, technology, public institutions, and social systems shape human possibility—especially for people those systems too often overlook.

  • Lauren Kelley

    An instructional designer at the intersection of AI and teaching, learning and research who is an AI literacy advocate. I craft AI-enhanced curriculum and pedagogical frameworks that empower learning facilitators.

  • Jevonia (Nova)
  • Brett Pollak
  • B. Tyler Walsh
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