The intended-use assumption no longer holds: What limitation | AIGP
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The intended-use assumption no longer holds: What limitation is most directly implicated?

AIGP Understanding How to Govern AI Development Easy

The proposed stores and demand conditions fall outside the model card’s evaluated population and intended operating context.

The question

A retail demand-planning model card states that the model was evaluated for domestic stores with stable seasonal patterns. A business unit proposes using it for overseas pop-up stores with irregular demand. What limitation is most directly implicated?

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  1. The model card’s publication format is inadequate.
    Document format is not the central issue; the material concern is whether the proposed use matches evaluated populations and conditions.
  2. The intended-use assumption no longer holds. ✓
    The proposed overseas pop-up context differs from the documented intended population and operating conditions, so prior limitations directly apply.
  3. The supplier’s benchmark should replace the model card.
    A supplier benchmark cannot automatically establish suitability for a different population and context than those evaluated in the model card.
  4. The model’s training algorithm must be generative.
    Algorithm category does not determine whether evidence transfers to irregular overseas pop-up demand or a changed operating context.
The trap
Compare the proposed population and conditions directly with documented evaluation scope before relying on prior performance evidence.

How to remember it

The proposed stores and demand conditions fall outside the model card’s evaluated population and intended operating context.

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