Exam CT-AI Topic 1 Question 80 Discussion

Actual exam question for ISTQB's CT-AI exam
Question #: 80
Topic #: 1

You are evaluating the use of a highly accurate pre-trained model that is used widely in industry for a similar use case. There is an intention to apply transfer learning techniques to further customize the model.
Which ONE of the following is the LEAST likely to be a significant risk with this approach?

A. The functional performance of the system may exhibit bias B. The system may be vulnerable to adversarial attacks inherited from the pre-trained model C. Differences in data preparation steps between the training of the pre-trained model and consequent use of the model may result in reduced functional performance D. The functional performance of the pre-trained model could be lower than stakeholders expect

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