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Surely the issue in "AI profiling" is "profiling" not "AI"?
by personjerry 2y ago
Surely the issue in "AI profiling" is "profiling" not "AI"?
- fdupress 2y agoYes, and surely the right to not be profiled on publicly available data is already enshrined in GDPR?
- fdupress 2y agoSelf-response: the article does consider this (section 6), argues that the exceptions to restrictions on the use of publicly available data in GDPR are exactly in places where it makes sense to prevent AI usage, and further argues it makes sense to consider AI profiling a more severe breach because of the higher potential for harm.
- Xelynega 2y agoYes and no. The problem is that we(as humans) label the output of these algorithms to give them meaning. For example if you build a resume grading AI based off historic data(as some companies have done) it's quickly realized that what's being outputted by the algorithm is typically not the same as what people label it. In this case the output is "how likely would this candidate been to have been hired using previous methods", but it's being used to try and answer "how good of a candidate is this". IMO it's these discrepancies between what these algorithms are doing(which in more complex cases we can't know) and what we label the output that causes these issues. If we acknowledge that historic data can't be used to accurately predict future outcomes(especially a subset of historic data), we wouldn't even try to do things like profile candidates.