Issue
Local Exception Grows Into Policy
A local exception, special case, or one-off allowance begins to function like a general policy.
What This Looks Like
A local exception or one-off allowance is created for a specific case, but later outputs or workflow decisions treat it like a general policy. The AI may use the exception as precedent, apply it to unrelated cases, or preserve it as a reusable rule.
Why It Matters
Exceptions are supposed to be bounded. When they grow into policy without approval, they can quietly change governance. Users may think the normal policy still applies while the workflow is actually operating under a local exception that has spread too far.
Structural Signal
A local authority state becomes generalized without a policy change. The issue is not that an exception was granted; it is that the exception becomes policy-like beyond its declared scope.
Common Triggers
- Exception context is saved without a scope label
- A special case is used as an example for future cases
- The AI treats one-off approval as reusable precedent
- Workflow prompts preserve exception language
- No expiration or locality rule is attached to the exception
- Similar cases inherit the exception without checking authority
When to Use This Issue
Use this Issue when a local exception or special case starts functioning as a broader policy or general rule.
When Not to Use This Issue
Do not use this Issue when the exception is formally promoted into policy through a declared authority process. Do not use it when the exception remains local.
Category
Primary Pattern
Declared Patterns
Propagation Amplification
A structural condition where an effect, declaration, authority, constraint, or state increases in scope or intensity as it propagates beyond declared bounds.
Boundary Leakage
A structural condition where effects, permissions, state, data, or authority cross a declared boundary without an authorized exception.
Authority-State Mismatch
A structural condition where observed system state no longer aligns with the declared authority state that is supposed to govern it.
Derived Primary Lenses
Escalation Gradient Lens
Measures structural growth or intensification across sequential executions, states, or transitions.
Isolation Boundary Lens
Evaluates whether structural constraints, effects, and regions remain contained within declared boundaries.
Propagation Lens
Traces how structural declarations, effects, or state changes propagate across boundaries or stages.
Reconciliation Lens
Evaluates whether structural changes align with declared authority updates, version changes, or reconciliation rules.
Derived Secondary Lenses
Boundary Compliance Lens
Evaluates observed structure against declared boundary posture, including allow, block, and exception rules.
Convergence Lens
Compares parallel structural systems to determine whether they align under shared authority.
Reference Stability Lens
Evaluates whether structural references, identifiers, nodes, and edges remain consistent across execution cycles or comparable states.
Variance / Entropy Lens
Measures structural variability across repeated or comparable evaluations and identifies divergence beyond expected bounds.
Search Intents
- local exception grows into policy
- exception became policy
- AI treats special case as rule
- local allowance became general policy
- one off exception applied broadly
- AI generalized exception into rule