What documentation artifacts are critical for CPMAI governance and auditing?

What documentation artifacts are critical for CPMAI governance and auditing?

• A. Model registry, data lineage, decision logs, risk assessments, testing results, and policy documents.
• B. Code repositories for model development.
• C. Training data samples only.
• D. User manuals and end-user guides.

Answer: (D)

The main idea here is that governance and auditing rely on documentation that shows how the system is used in practice, not just how it was built. User manuals and end-user guides play a crucial role because they capture how people interact with the AI, what it can and cannot do, safety and limitation notes, and the steps users should follow to operate it correctly. This kind of documentation creates a clear, auditable trail of intended use, user expectations, and guidance that can be reviewed during audits to confirm that governance policies are being communicated and followed in real-world use. Technical artifacts like model registries or data lineage are still important, but they demonstrate governance from a development and technical perspective. Documentation that directly informs end users ensures accountability and transparency at the point of interaction, which is essential for governance and auditing.

The main idea here is that governance and auditing rely on documentation that shows how the system is used in practice, not just how it was built. User manuals and end-user guides play a crucial role because they capture how people interact with the AI, what it can and cannot do, safety and limitation notes, and the steps users should follow to operate it correctly. This kind of documentation creates a clear, auditable trail of intended use, user expectations, and guidance that can be reviewed during audits to confirm that governance policies are being communicated and followed in real-world use.

Technical artifacts like model registries or data lineage are still important, but they demonstrate governance from a development and technical perspective. Documentation that directly informs end users ensures accountability and transparency at the point of interaction, which is essential for governance and auditing.