Assess whether training data has a lawful basis and documented lineage

Situation

EU AI Act implementation manager in a university licensing an AI proctoring vendor has one working extract — incomplete model inventory versus actual deployments — after a near-miss where an agent emailed a customer unreviewed. If incomplete model inventory versus actual deployments cannot support training data has a, the honest AI Governance output is hold.

Decision

EU AI Act implementation manager in a university licensing an AI proctoring vendor must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using incomplete model inventory versus actual deployments after a near-miss where an agent emailed a customer unreviewed.

Hypotheses to test

• EU AI Act implementation manager can defend Policy or governance breach from incomplete model inventory versus actual deployments after a near-miss where an agent emailed a customer unreviewed in a AI Governance challenge.
• EU AI Act implementation manager cannot defend Policy or governance breach from incomplete model inventory versus actual deployments; Model defect is what the extract actually supports after a near-miss where an agent emailed a customer unreviewed.
• A near-miss where an agent emailed a customer unreviewed never reached the population in incomplete model inventory versus actual deployments — reopen intake, do not close training data has a.
• Two facts in incomplete model inventory versus actual deployments after a near-miss where an agent emailed a customer unreviewed conflict for EU AI Act implementation manager; hold this Inventory and Regulatory Fit file.

Analysis required

• 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.
• Reproduce the incident row in incomplete model inventory versus actual deployments and say whether it ever touched production data.
• For this AI Governance Inventory and Regulatory Fit file, read incomplete model inventory versus actual deployments against a near-miss where an agent emailed a customer unreviewed and write the one fact that would move training data has a for EU AI Act implementation manager.

Recommendation