Could our AI system not be representing current social needs and social context?
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The datasets that you want to use might not be representative of the current social situation. In that case the output of the model is also not representative of the current reality. Depending on the type of product you are designing this could have a big impact on the individual.
If you answered Yes then you are at risk
If you are not sure, then you might be at risk too
Recommendations
Make sure that you are using correct, complete, accurate and current data. Also make sure that you have sufficient data to represent all possible contexts that you might need.