Research Program
Constraint Integrity
A constraint retains integrity only while it continues to alter what the system can do.
This program distinguishes causally active safeguards from controls that remain visible in policy, interface, or documentation after losing operational force.
Core Questions
What this program asks.
The program is organized around operational questions that can be examined through theory, models, evidence, and application.
Can the system bypass the safeguard without consequence?
How does repeated exception create constraint debt?
When does compliance become symbolic rather than causal?
Core Frameworks
How the program is structured.
Each framework isolates a mechanism, relationship, or failure condition within the larger research program.