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Google DeepMind: The Podcast
Is It Possible to Find Completely Satisfactory a Solution From a Technical Perspective?
No matter how fair algorithms might be, if the data they are learning from is biased, we still can't trust their results. I don't think it is possible to find technical solutions that are completely satisfactory. As some point will need to take decisions whether the kind of unfairness is acceptable or not. But we can advance a lot. And that's why we need more researchers involved and unjust machine learning researcher pes a different community to be raising awareness about this issue.
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