From Weeks to Minutes

Creating Hyperrealistic Case Studies with AI

A practitioner piece in The Teaching Professor on using AI to rapidly generate realistic, self-contained case-study documentation for teaching in fast-moving fields.
AI in Education
Cybersecurity Education
Pedagogy & Instructional Design
Published

Monday, December 1, 2025

Decorative cover graphic for "From Weeks to Minutes".

Published in The Teaching Professor (December 2025).

Summary

Teaching in fast-moving fields with real cases presents three persistent problems. First, the news cycle moves more rapidly than any course can adapt. Second, such as in cybersecurity, real incidents involve confidential details, ongoing litigation, or charged political contexts that derail objective analysis. When you assign the Snowden case, students arrive with preformed opinions. Third, creating realistic technical, personal, and organizational documentation—network logs, incident reports, executive briefings, police reports, interview transcripts, and so on—requires extensive research time that most faculty don’t have.


Read it at The Teaching Professor.

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Citation

BibTeX citation:
@misc{straightWeeksMinutesCreating2025,
  author = {Straight, Ryan},
  title = {From Weeks to Minutes: {Creating} Hyperrealistic Case Studies
    with {AI}},
  date = {2025-12},
  url = {https://ryanstraight.com/research/2025-12-01-weeks-to-minutes/},
  langid = {en}
}
For attribution, please cite this work as:
Straight, R. (2025). From weeks to minutes: Creating hyperrealistic case studies with AI. In The Teaching Professor. https://ryanstraight.com/research/2025-12-01-weeks-to-minutes/