To establish compliance and manage risks by creating: According to design-and-build governance, what is the
Documenting the design-and-build process establishes compliance and manages risk by creating a traceable record of decisions and controls.
The question
An AI team is asked to keep records of the choices made while designing and building a model. According to design-and-build governance, what is the primary reason to document the design-and-build process?
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- To accelerate model inference at runtime by caching intermediate computations so repeat predictions return to end users more quickly.Plausible because performance tuning is a real concern, but runtime caching is an engineering optimization unrelated to the compliance and risk purpose of documentation.
- To reduce cloud infrastructure spending by right-sizing the training clusters so the organization pays only for the compute it actually consumes.Plausible because cost control matters to projects, but it addresses budgeting, not the traceability and accountability documentation is meant to provide.
- To establish compliance and manage risks by creating a traceable record of design decisions, rationale and controls. ✓Correct because documenting the build process produces a traceable record that evidences compliance and supports ongoing risk management.
- To market the system to prospective customers by summarizing its headline capabilities in accessible language for a non-technical buying audience.Plausible because customer communication has value, but marketing materials differ from internal design records that evidence compliance and manage risk.
The trap
Viewing build documentation as an engineering or marketing overhead rather than the compliance and risk-management record it is meant to be. How to remember it
Documenting the design-and-build process establishes compliance and manages risk by creating a traceable record of decisions and controls.
How many of these would you get right?
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