IAPP Artificial Intelligence Governance Professional (AIGP) — Question 107

Retraining an LLM can be necessary for all of the following reasons EXCEPT:

Answer options

• A. To minimize degradation in prediction accuracy due to changes in data.
• B. To adjust the model’s hyperparameters to a specific use case.
• C. To account for new interpretations of the same data.
• D. To ensure interpretability of the model’s predictions.

Correct answer: D

Explanation

The correct answer is D because retraining does not inherently ensure interpretability; it focuses more on performance and adaptation to new data. Options A, B, and C are all valid reasons for retraining as they directly relate to maintaining or improving the model's performance in light of changing data or use cases.