Assess whether a generative-AI incident is a policy breach or a model defect

Situation

A generative-AI incident is sits with HR analytics governance lead because a journalist asking if the hiring tool is biased hit a bank preparing for a model-risk exam. Evidence is post-deployment drift report the owner never signed; write the AI Governance Policy and Oversight option that extract can carry.

Decision

HR analytics governance lead in a bank preparing for a model-risk exam must choose A generative-AI incident is a policy breach / A model defect using post-deployment drift report the owner never signed after a journalist asking if the hiring tool is biased.

Hypotheses to test

• HR analytics governance lead can defend A generative-AI incident is a policy breach from post-deployment drift report the owner never signed after a journalist asking if the hiring tool is biased in a AI Governance challenge.
• HR analytics governance lead cannot defend A generative-AI incident is a policy breach from post-deployment drift report the owner never signed; A model defect is what the extract actually supports after a journalist asking if the hiring tool is biased.
• A journalist asking if the hiring tool is biased never reached the population in post-deployment drift report the owner never signed — reopen intake, do not close a generative-AI incident is.
• Two facts in post-deployment drift report the owner never signed after a journalist asking if the hiring tool is biased conflict for HR analytics governance lead; hold this Policy and Oversight file.

Analysis required

• Walk the model input/output path recorded in post-deployment drift report the owner never signed and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate HR analytics governance lead can actually point to.
• Walk the model input/output path recorded in post-deployment drift report the owner never signed and mark each hop approved, shadow, or unlogged.
• For this AI Governance Policy and Oversight file, read post-deployment drift report the owner never signed against a journalist asking if the hiring tool is biased and write the one fact that would move a generative-AI incident is for HR analytics governance lead.

Recommendation

Choose A generative-AI incident is a policy breach / A model defect on this AI Governance / Policy and Oversight packet (post-deployment drift report the owner never signed after a journalist asking if the hiring tool is biased). Lead with the AI Governance option post-deployment drift report the owner never signed can support after a journalist asking if the hiring tool is biased, then the two facts that force it, then the Monday action for HR analytics governance lead in a bank preparing for a model-risk exam.