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

Situation

EU AI Act high-risk classification worksheet arrived with a drift alert the product owner dismissed as seasonal for board AI liaison. That is a AI Governance Bias and Training Data decision on a generative-AI incident is in a city using a hiring-screen algorithm.

Decision

Board AI liaison in a city using a hiring-screen algorithm must choose A generative-AI incident is a policy breach / A model defect using EU AI Act high-risk classification worksheet after a drift alert the product owner dismissed as seasonal.

Hypotheses to test

• A drift alert the product owner dismissed as seasonal is noise around an already-controlled Bias and Training Data process in a city using a hiring-screen algorithm, given EU AI Act high-risk classification worksheet.
• A drift alert the product owner dismissed as seasonal is the event in EU AI Act high-risk classification worksheet that forces A generative-AI incident is a policy breach for board AI liaison under AI Governance.
• EU AI Act high-risk classification worksheet shows a one-file miss after a drift alert the product owner dismissed as seasonal, not a Bias and Training Data program failure.
• EU AI Act high-risk classification worksheet cannot decide a generative-AI incident is yet after a drift alert the product owner dismissed as seasonal; hold is the only AI Governance close a city using a hiring-screen algorithm can defend.

Analysis required

• Reproduce the incident row in EU AI Act high-risk classification worksheet and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in EU AI Act high-risk classification worksheet.
• Reproduce the incident row in EU AI Act high-risk classification worksheet and say whether it ever touched production data.
• For this AI Governance Bias and Training Data file, read EU AI Act high-risk classification worksheet against a drift alert the product owner dismissed as seasonal and write the one fact that would move a generative-AI incident is for board AI liaison.

Recommendation

Choose A generative-AI incident is a policy breach / A model defect on this AI Governance / Bias and Training Data packet (EU AI Act high-risk classification worksheet after a drift alert the product owner dismissed as seasonal). Lead with the AI Governance option EU AI Act high-risk classification worksheet can support after a drift alert the product owner dismissed as seasonal, then the two facts that force it, then the Monday action for board AI liaison in a city using a hiring-screen algorithm.