Structural Intelligence
Architecture Precedes Automation
Why tool velocity without decision structure increases institutional entropy.
Institutional Entropy
How ungoverned intelligence systems decay over time.
Designing Traceable Intelligence
Building auditability into adaptive systems.
Institutional Risk
Governance Before Scale
Why scaling unstructured AI compounds fragility.