One real project in every issue
Each edition breaks down a university AI project, from the original goal to the decisions that shaped the outcome.
- E-mail newsletter
- Published every other week
- Free to subscribe
Most AI writing focuses on what is possible. We look at what happens after launch: what broke in real university AI projects, why it broke, and what we changed afterward. Use those lessons before your next project begins.
Based on real AI delivery work
The lessons come from systems we have delivered for higher-education institutions, not from trend reports or secondhand analysis.
Practical lessons for your next project
Each issue closes with what we changed and what to ask your team or vendor before work begins.
About the newsletter
Lessons learned from AI projects
in higher education organizations
The newsletter
Higher Ed AI, Unhyped explores real AI projects at universities. It covers the decisions, setbacks, and lessons that rarely appear in launch announcements.
Who it is for
Written for IT and data leaders, academic leaders, and anyone responsible for planning, evaluating, or approving AI initiatives in higher education.
Beyond higher education
The setting is universities, but the lessons about ownership, adoption, and vendor selection apply to AI projects in other organizations too.
About the author
What is inside?
Every two weeks, you will receive one focused story of around 1,000 words. Each issue follows the same five-part structure.
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The Setup
What the university needed, what was built, and what the project was expected to achieve.
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What Actually Broke
The decision, assumption, or process that prevented the project from working as planned.
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The Unhyped Part
The lesson the project reveals once the marketing language is removed.
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What We Do Differently Now
Concrete changes to our approach and questions to ask your own team or vendor.
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Your Turn
One question about your experience that you can answer by replying.
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FAQ
No. DLabs.AI builds AI systems for universities, but subscribing will not add you to a sales sequence. You will receive the newsletter every two weeks and nothing else.
Yes. Every issue is based on our own delivery work. Institutions and individuals remain anonymous, and identifying details may be changed or omitted. The problems, decisions, and lessons remain intact.
No. Most issues focus on decisions, ownership, definitions, and adoption. Technical details are included only when they are necessary to understand the outcome.
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