Assess whether a generative-AI incident is a policy breach or a model defect
August 31, 2026 · SmartSolo
Situation
Model-risk officer in a university licensing an AI proctoring vendor has one working extract — hiring-tool adverse-impact tables — after a vendor SOC report that excludes the actual model host region. If hiring-tool adverse-impact tables cannot support a generative-AI incident is, the honest AI Governance output is hold.
Decision
Model-risk officer in a university licensing an AI proctoring vendor must choose A generative-AI incident is a policy breach / A model defect using hiring-tool adverse-impact tables after a vendor SOC report that excludes the actual model host region.
Hypotheses to test
- Authorize A generative-AI incident is a policy breach now; hiring-tool adverse-impact tables already has the discriminator after a vendor SOC report that excludes the actual model host region.
- Keep A model defect in force until hiring-tool adverse-impact tables is completed after a vendor SOC report that excludes the actual model host region for model-risk officer.
- Treat hiring-tool adverse-impact tables as A generative-AI incident is a policy breach because both readings appear after a vendor SOC report that excludes the actual model host region.
- Refuse a AI Governance close: model-risk officer does not have the page a generative-AI incident is turns on in hiring-tool adverse-impact tables.
Analysis required
- Map the approved-use case to the system a generative-AI incident is would bind.
- Check intended purpose and inventory status against EU AI Act / exam-readiness language after a vendor SOC report that excludes the actual model host region.
- Map the approved-use case to the system a generative-AI incident is would bind.
- For this AI Governance Policy and Oversight file, read hiring-tool adverse-impact tables against a vendor SOC report that excludes the actual model host region and write the one fact that would move a generative-AI incident is for model-risk officer.
Recommendation
Choose A generative-AI incident is a policy breach / A model defect on this AI Governance / Policy and Oversight packet (hiring-tool adverse-impact tables after a vendor SOC report that excludes the actual model host region). The follow-on Policy and Oversight action is what model-risk officer does next: implement the option, assign an owner, and log the missing fact.
Explore more
More AI Governance prompts
- Assess whether an agent may take actions without a human gate (e45ef3)
- Assess whether training data has a lawful basis and documented lineage
- Assess whether explainability artifacts would survive an exam (abd8c8)
- Assess whether a generative-AI incident is a policy breach or a model defect
- Assess whether the inventory can be represented to an examiner as complete
Explore related decision areas
See governed multi-model AI on your own prompt
Compare GPT-5, Claude, and Gemini side by side, with human review and a decision record built in.

