Assess whether the hiring tool should be paused pending audit (178f36)

Situation

Agentic-workflow permission matrix arrived with an examiner request for the current model inventory for board AI liaison. That is a AI Governance Bias and Training Data decision on the hiring tool should in a city using a hiring-screen algorithm.

Decision

Board AI liaison in a city using a hiring-screen algorithm must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using agentic-workflow permission matrix after an examiner request for the current model inventory.

Hypotheses to test

• An examiner request for the current model inventory is noise around an already-controlled Bias and Training Data process in a city using a hiring-screen algorithm, given agentic-workflow permission matrix.
• An examiner request for the current model inventory is the event in agentic-workflow permission matrix that forces Policy or governance breach for board AI liaison under AI Governance.
• Agentic-workflow permission matrix shows a one-file miss after an examiner request for the current model inventory, not a Bias and Training Data program failure.
• Agentic-workflow permission matrix cannot decide the hiring tool should yet after an examiner request for the current model inventory; 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 agentic-workflow permission matrix.
• Reproduce the incident row in agentic-workflow permission matrix and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in agentic-workflow permission matrix.
• For this AI Governance Bias and Training Data file, read agentic-workflow permission matrix against an examiner request for the current model inventory and write the one fact that would move the hiring tool should for board AI liaison.

Recommendation

A city using a hiring-screen algorithm needs a named owner on the hiring tool should. Assign board AI liaison to execute Policy or governance breach when agentic-workflow permission matrix after an examiner request for the current model inventory is complete, or Model defect when the Bias and Training Data packet still lacks the discriminator in agentic-workflow permission matrix.

Command returns

• Bottom-line AI Governance option on the hiring tool should, then the evidence in agentic-workflow permission matrix, then the action for board AI liaison
• Hypothesis scorecard against agentic-workflow permission matrix: supported / rejected / untestable
• Bias and Training Data finding in agentic-workflow permission matrix that a second reviewer can re-perform
• Missing page in agentic-workflow permission matrix after an examiner request for the current model inventory, if any