AI systems reflect the structure of the organizations that deploy them.
Mechanism
Permissions, workflows, and incentives encode behavior.
Failure Mode
Without enforcement:
- drift scales
- escalation delays
- accountability diffuses
Required Shift
Governance must operate at execution time.
Framework
Behavior → Metrics → Severity → Decision Boundary → Enforcement
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