# Model Output Triggers Unapproved Action

## Ontology Metadata

Code: ISS-0050
Version: ISS-0050@0.1.0
Ontology release: 0.1.0
Updated: 2026-05-10T00:00:00Z
Canonical URL: /workbench/issues/model-output-triggers-unapproved-action/

## Summary

AI output causes, recommends, or triggers an action that has not passed the required approval, permission, or authority check.

## Category

- CAT-0050 — Permissions & Approvals
  - URL: /workbench/categories/permissions-and-approvals/
  - Summary: Problems where ownership, approval, authority, permission state, responsible control, or action rights are missing, stale, bypassed, conflicting, or unclear.

## Primary Pattern

- PAT-0420 — Undeclared Side Effect
  - URL: /workbench/patterns/undeclared-side-effect/
  - Summary: A structural condition where an operation modifies regions outside its declared target scope without a declared propagation or side-effect rule.

## Declared Patterns

- PAT-0420 — Undeclared Side Effect
  - URL: /workbench/patterns/undeclared-side-effect/
  - Summary: A structural condition where an operation modifies regions outside its declared target scope without a declared propagation or side-effect rule.
- PAT-0120 — Missing Authority
  - URL: /workbench/patterns/missing-authority/
  - Summary: A structural condition where a region, action, state, or decision path exists without a declared governing authority.
- PAT-0300 — Escalation Growth
  - URL: /workbench/patterns/escalation-growth/
  - Summary: A structural condition where impact, authority, scope, or consequence increases across sequential states without a declared limiting mechanism.

## Derived Primary Lenses

- LEN-0100 — Absence Lens
  - URL: /workbench/lenses/absence-lens/
  - Summary: Detects structurally required elements that are missing from the observed structure.
- LEN-0110 — Authority Overlay Lens
  - URL: /workbench/lenses/authority-overlay-lens/
  - Summary: Maps declared authority hierarchies onto observed structure to detect absence, override, or conflict.
- LEN-0190 — Escalation Gradient Lens
  - URL: /workbench/lenses/escalation-gradient-lens/
  - Summary: Measures structural growth or intensification across sequential executions, states, or transitions.
- LEN-0240 — Overreach Lens
  - URL: /workbench/lenses/overreach-lens/
  - Summary: Detects structure that exceeds declared scope or authority reach.
- LEN-0250 — Propagation Lens
  - URL: /workbench/lenses/propagation-lens/
  - Summary: Traces how structural declarations, effects, or state changes propagate across boundaries or stages.
- LEN-0290 — Variance / Entropy Lens
  - URL: /workbench/lenses/variance-entropy-lens/
  - Summary: Measures structural variability across repeated or comparable evaluations and identifies divergence beyond expected bounds.

## Derived Secondary Lenses

- LEN-0150 — Conflict Lens
  - URL: /workbench/lenses/conflict-lens/
  - Summary: Detects mutually incompatible constraints, claims, states, or declarations that cannot be simultaneously satisfied.
- LEN-0220 — Isolation Boundary Lens
  - URL: /workbench/lenses/isolation-boundary-lens/
  - Summary: Evaluates whether structural constraints, effects, and regions remain contained within declared boundaries.
- LEN-0270 — Reconciliation Lens
  - URL: /workbench/lenses/reconciliation-lens/
  - Summary: Evaluates whether structural changes align with declared authority updates, version changes, or reconciliation rules.

## Search Intents

- model output triggers unapproved action
- AI triggered action without approval
- model output caused unauthorized action
- AI recommendation started workflow without permission
- unapproved action from AI output
- AI output bypassed approval