Whether the hiring tool should be paused pending audit from training-data

Situation

In a city using a hiring-screen algorithm, training-data provenance questionnaire is the evidence after a vendor SOC report that excludes the actual model host region. HR analytics governance lead has to pick Policy or governance breach or Model defect for this AI Governance Inventory and Regulatory Fit close using training-data provenance questionnaire.

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 training-data provenance questionnaire after a vendor SOC report that excludes the actual model host region.

Hypotheses to test

• A vendor SOC report that excludes the actual model host region is noise around an already-controlled Inventory and Regulatory Fit process in a city using a hiring-screen algorithm, given training-data provenance questionnaire.
• A vendor SOC report that excludes the actual model host region is the event in training-data provenance questionnaire that forces Policy or governance breach for HR analytics governance lead under AI Governance.
• Training-data provenance questionnaire shows a one-file miss after a vendor SOC report that excludes the actual model host region, not a Inventory and Regulatory Fit program failure.
• Training-data provenance questionnaire cannot decide the hiring tool should yet after a vendor SOC report that excludes the actual model host region; hold is the only AI Governance close a city using a hiring-screen algorithm can defend.

Analysis required

• Verify data provenance and the human-oversight gate HR analytics governance lead can actually point to.
• Walk the model input/output path recorded in training-data provenance questionnaire and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate HR analytics governance lead can actually point to.
• For this AI Governance Inventory and Regulatory Fit file, read training-data provenance questionnaire against a vendor SOC report that excludes the actual model host region and write the one fact that would move the hiring tool should for HR analytics governance lead.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Inventory and Regulatory Fit packet (training-data provenance questionnaire after a vendor SOC report that excludes the actual model host region). The follow-on Inventory and Regulatory Fit action is what HR analytics governance lead does next: implement the option, assign an owner, and log the missing fact.

Command returns

• Bottom-line AI Governance option on the hiring tool should, then the evidence in training-data provenance questionnaire, then the action for HR analytics governance lead
• Hypothesis scorecard against training-data provenance questionnaire: supported / rejected / untestable
• Named option among Policy or governance breach, Model defect, Dual failure and the fact that kills the others
• Owner and next date for HR analytics governance lead in a city using a hiring-screen algorithm