To validate results: Which statement best captures the primary purpose of this documentation?
Documentation of training and testing exists to validate results, establish compliance, and manage risks.
The question
An AI governance policy requires teams to document their training and testing process. Which statement best captures the primary purpose of this documentation?
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- To publish a marketing summary that highlights the model's benchmark scores for prospective buyers.Plausible but external promotion is not the governance purpose of internal training/testing records.
- To capture the pricing and licensing terms negotiated with the third-party data and tooling vendors.Plausible but procurement terms are separate from documenting how the model was trained and tested.
- To record only the final chosen hyperparameters so the exact model can be quickly reproduced later.Plausible but reproducibility of settings alone is narrower than validating results, compliance, and risk.
- To validate results, evidence compliance, and support ongoing management of the model's risks. ✓The BoK ties training/testing documentation to validating results, establishing compliance, and managing risks.
The trap
Reducing training/testing documentation to a single purpose such as reproducibility or marketing. How to remember it
Documentation of training and testing exists to validate results, establish compliance, and manage risks.
How many of these would you get right?
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