Must Shadow System Be Decommissioned This Quarter — AI Governance

Situation

Inventory and Regulatory Fit work in a city using a hiring-screen algorithm now turns on a shadow system must because a DPA inquiry about training on European user data put incomplete model inventory versus actual deployments in play. HR analytics governance lead should say what incomplete model inventory versus actual deployments proves.

Decision

HR analytics governance lead in a city using a hiring-screen algorithm must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using incomplete model inventory versus actual deployments after a DPA inquiry about training on European user data.

Hypotheses to test

• A DPA inquiry about training on European user data is noise around an already-controlled Inventory and Regulatory Fit process in a city using a hiring-screen algorithm, given incomplete model inventory versus actual deployments.
• A DPA inquiry about training on European user data is the event in incomplete model inventory versus actual deployments that forces Policy or governance breach for HR analytics governance lead under AI Governance.
• Incomplete model inventory versus actual deployments shows a one-file miss after a DPA inquiry about training on European user data, not a Inventory and Regulatory Fit program failure.
• Incomplete model inventory versus actual deployments cannot decide a shadow system must yet after a DPA inquiry about training on European user data; hold is the only AI Governance close a city using a hiring-screen algorithm can defend.

Analysis required

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in incomplete model inventory versus actual deployments.
• Reproduce the incident row in incomplete model inventory versus actual deployments and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in incomplete model inventory versus actual deployments.
• For this AI Governance Inventory and Regulatory Fit file, read incomplete model inventory versus actual deployments against a DPA inquiry about training on European user data and write the one fact that would move a shadow system must for HR analytics governance lead.

Recommendation