Assess whether a shadow system must be decommissioned this quarter (3f0e2d)

Situation

A pharma company using LLMs on trial documents cannot treat a new use case bolted onto a model approved for a narrower purpose as color commentary on board literacy briefing deck with overstated claims. EU AI Act implementation manager must close a shadow system must from that extract under AI Governance / Bias and Training Data.

Decision

EU AI Act implementation manager in a pharma company using LLMs on trial documents must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using board literacy briefing deck with overstated claims after a new use case bolted onto a model approved for a narrower purpose.

Hypotheses to test

• The population in board literacy briefing deck with overstated claims is the one a new use case bolted onto a model approved for a narrower purpose named, so Policy or governance breach follows for this Bias and Training Data file.
• The population in board literacy briefing deck with overstated claims is adjacent only to a new use case bolted onto a model approved for a narrower purpose; Model defect is the honest AI Governance call.
• A pharma company using LLMs on trial documents already contained a new use case bolted onto a model approved for a narrower purpose before board literacy briefing deck with overstated claims arrived; no new Bias and Training Data path.
• Provenance on board literacy briefing deck with overstated claims after a new use case bolted onto a model approved for a narrower purpose is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Reproduce the incident row in board literacy briefing deck with overstated claims and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in board literacy briefing deck with overstated claims.
• Reproduce the incident row in board literacy briefing deck with overstated claims and say whether it ever touched production data.
• For this AI Governance Bias and Training Data file, read board literacy briefing deck with overstated claims against a new use case bolted onto a model approved for a narrower purpose and write the one fact that would move a shadow system must for EU AI Act implementation manager.

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