Assess whether explainability artifacts would survive an exam (3e239f)

Situation

After a new use case bolted onto a model approved for a narrower purpose, agentic-workflow permission matrix is what exam-readiness coordinator can touch in a university licensing an AI proctoring vendor. AI Governance will live with Policy or governance breach versus Model defect on this Vendors and Agentic Systems file.

Decision

Exam-readiness coordinator in a university licensing an AI proctoring vendor must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using agentic-workflow permission matrix after a new use case bolted onto a model approved for a narrower purpose.

Hypotheses to test

• The population in agentic-workflow permission matrix is the one a new use case bolted onto a model approved for a narrower purpose named, so Policy or governance breach follows for this Vendors and Agentic Systems file.
• The population in agentic-workflow permission matrix is adjacent only to a new use case bolted onto a model approved for a narrower purpose; Model defect is the honest AI Governance call.
• A university licensing an AI proctoring vendor already contained a new use case bolted onto a model approved for a narrower purpose before agentic-workflow permission matrix arrived; no new Vendors and Agentic Systems path.
• Provenance on agentic-workflow permission matrix after a new use case bolted onto a model approved for a narrower purpose is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Walk the model input/output path recorded in agentic-workflow permission matrix and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate exam-readiness coordinator can actually point to.
• Walk the model input/output path recorded in agentic-workflow permission matrix and mark each hop approved, shadow, or unlogged.
• For this AI Governance Vendors and Agentic Systems file, read agentic-workflow permission matrix against a new use case bolted onto a model approved for a narrower purpose and write the one fact that would move explainability artifacts would survive for exam-readiness coordinator.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Vendors and Agentic Systems packet (agentic-workflow permission matrix after a new use case bolted onto a model approved for a narrower purpose). Lead with the AI Governance option agentic-workflow permission matrix can support after a new use case bolted onto a model approved for a narrower purpose, then the two facts that force it, then the Monday action for exam-readiness coordinator in a university licensing an AI proctoring vendor.