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The Semester Problem
Governing AI in Institutions Built for Departure
Universities write policy for populations that leave before accountability matures. The accumulated debt lands on the small permanent staff who have to re-govern every cohort. AI made that cost unsurvivable.
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Inside this volume
Governance Debt Machines
The indictment that institutions designed around departing populations manufacture governance debt as a structural feature, not a bug. Volume VIII is the only book in the series that carries a verdict.
Table of contents
What you'll read inside Volume VIII
- 01About This Book
- 02Executive Brief
- 03Prologue: The Eternal Freshman
- 04Chapter 1: The Churn Constant
- 05Chapter 2: The Stable Core and Its Curse
- 06Chapter 3: The External Field
- 07Chapter 4: The Handoff That Never Lands
- 08Chapter 5: The Research-Teaching Singularity
- 09Chapter 6: The Contractor Knowledge Drain
- 10Chapter 7: The Semester Zero Problem
- 11Chapter 8: The Adjunct Fault Line
- 12Chapter 9: Lagrange Points
- 13Chapter 10: Designing for Departure
- 14Chapter 11: The Research-Teaching Compact
- 15Chapter 12: The Institutional Memory Mandate
- 16Epilogue: The August Reset
- 17Appendix A: Governance Debt Scoring Rubric
- 18Appendix B: Glossary of Framework Terms
- 19Appendix C: Implementation Costs and Resource Requirements
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