A company subject to GDPR is building its governance framework for how it will collect data to be used for training of AI models. The most important thing the company can do to ensure GDPR compliance is:
Select an option, then click Submit answer.
Reference / correct answer:
Minimize the amount of data used to train its models.
Most accepted answer: D. Minimize the amount of data used to train its models.
Community votes: A=2, D=2
Selected Answer: D . This directly reflects GDPR’s data minimization principle and is the strongest governance control among the options. upvoted 1 times
Selected Answer: A Under GDPR Recital 26, the principles of data protection do not apply to anonymous information (data rendered anonymous in such a manner that the data subject is no longer identifiable). By fully and irreversibly anonymizing the data before it is used for training, the company removes that data from the scope of the GDPR entirely. This eliminates complex compliance issues related to data subject rights (like the right to erasure/be forgotten) which are notoriously difficult, if not impossible, to execute once personal data is baked into the weights and parameters of an AI model upvoted 1 times
Selected Answer: A I actually think you need data to train the AI you cannot get around it by using minimal data u actually might have incorrect outcomes and bias! I think it should anaonymize data to train the model upvoted 1 times
Selected Answer: D D is the right answer. It doesn’t matter what reputation of a third party data provider is. One of the guiding principles of GDPR is data minimization. upvoted 2 times