Assess whether a shadow system must be decommissioned this quarter (6e7a36)

Situation

Privacy counsel supporting AI inventory in a university licensing an AI proctoring vendor has one working extract — hiring-tool adverse-impact tables — after a journalist asking if the hiring tool is biased. If hiring-tool adverse-impact tables cannot support a shadow system must, the honest AI Governance output is hold.

Decision

Privacy counsel supporting AI inventory in a university licensing an AI proctoring vendor must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using hiring-tool adverse-impact tables after a journalist asking if the hiring tool is biased.

Hypotheses to test

• Authorize Policy or governance breach now; hiring-tool adverse-impact tables already has the discriminator after a journalist asking if the hiring tool is biased.
• Keep Model defect in force until hiring-tool adverse-impact tables is completed after a journalist asking if the hiring tool is biased for privacy counsel supporting AI inventory.
• Treat hiring-tool adverse-impact tables as Dual failure because both readings appear after a journalist asking if the hiring tool is biased.
• Refuse a AI Governance close: privacy counsel supporting AI inventory does not have the page a shadow system must turns on in hiring-tool adverse-impact tables.

Analysis required

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in hiring-tool adverse-impact tables.
• Reproduce the incident row in hiring-tool adverse-impact tables and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in hiring-tool adverse-impact tables.
• For this AI Governance Bias and Training Data file, read hiring-tool adverse-impact tables against a journalist asking if the hiring tool is biased and write the one fact that would move a shadow system must for privacy counsel supporting AI inventory.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Bias and Training Data packet (hiring-tool adverse-impact tables after a journalist asking if the hiring tool is biased). The follow-on Bias and Training Data action is what privacy counsel supporting AI inventory does next: implement the option, assign an owner, and log the missing fact.