Select the feasible model meeting the defined objective | AIGP
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Select the feasible model meeting the defined objective: What control is missing?

AIGP Understanding How to Govern AI Development Medium

Choose a model that meets the purpose while remaining feasible to operate responsibly.

The question

An employer is choosing screening technology. Purpose, affected groups, evaluation criteria, mitigations, oversight, and monitoring are documented. One model is more capable but requires scarce specialists and costly infrastructure; another meets the stated objective with available resources. All prerequisites except one are satisfied. What control is missing?

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  1. Select the feasible model meeting the defined objective. ✓
    The choice should fit the intended purpose and available resources; greater capability is not justified when it adds unsupported operational burden.
  2. Delay selection until every model has identical resource requirements.
    Identical resource demands are unnecessary; governance should compare capability, objective fit, risks, and feasible operating resources.
  3. Choose the cheapest model without comparing performance.
    Cost alone can sacrifice validity, reliability, or fairness if the model fails the defined screening objective.
  4. Choose the most capable model regardless of operating demands.
    Capability alone does not establish suitability when required expertise and infrastructure are unavailable for reliable operation.
The trap
Select for contextual fitness, not maximum capability or minimum price alone.

How to remember it

Choose a model that meets the purpose while remaining feasible to operate responsibly.

How many of these would you get right?

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More Understanding How to Govern AI Development questions

Part of the Certsqill AIGP question bank · Understanding How to Govern AI Development · Every answer, right and wrong, comes with its own explanation.