Writing & Publications
Current Thinking
Essays and research on AI evaluation, adoption, human judgment, and complex systems.
Essays
Assessing Agents Is a Research Design Problem
Evals answer whether the system performed. They don't answer whether it was any good.
AI Evaluation · 7 min read · 2026
Where AI Doesn't Belong Is the More Strategic Question
On mandates, exclusion zones, and the research nobody asks for.
AI Strategy · 6 min read · 2026
Read essayNobody Learns AI Alone
The acceptance literature settled the social question decades ago. Enablement programs still haven't noticed.
AI Adoption · 7 min read · 2025
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Academic research
LMS User Experience: A Comparative Analysis Considering Demographic Influences
This EdD dissertation compares user experience scores across four Learning Management Systems (LMS) and examines how demographic variables—such as age, sex, and other characteristics—shape those experiences. It also evaluates whether students perceived their designated LMS as helpful or detrimental to their overall academic experience.
EdD Dissertation · 2025 · University of Saint Mary