AAIA · Question #41
When auditing an AI system, which of the following steps ensures that AI model behavior is aligned with organizational objectives?
The correct answer is D. Problem framing. Problem framing (D) is the foundational step where the business problem is clearly defined and translated into an AI objective. This is where alignment with organizational goals is established-ensuring the model is designed to solve the right problem in the right way. Without…
Question
When auditing an AI system, which of the following steps ensures that AI model behavior is aligned with organizational objectives?
Options
- AAlgorithm debugging
- BData transformation
- CModel training
- DProblem framing
How the community answered
(19 responses)- A5% (1)
- C5% (1)
- D89% (17)
Explanation
Problem framing (D) is the foundational step where the business problem is clearly defined and translated into an AI objective. This is where alignment with organizational goals is established-ensuring the model is designed to solve the right problem in the right way. Without proper problem framing, a technically correct model may address the wrong objective entirely. Algorithm debugging (A) resolves technical errors. Data transformation (B) prepares data for modeling. Model training (C) builds the model based on the framed problem. All subsequent steps depend on the quality of the problem framing to remain aligned with organizational intent.
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