Everyone thinks their opinion about economics, nutrition, and AI is as justified as anyone else’s. Expert knowledge is considered irrelevant in these domains. You can figure it out for yourself, using common sense. Your opinion is sensible, and contrary ones are obviously wrong.
Yes although I think DL systems mostly are understandable. It’s that proponents don’t want to do that because it takes away the illusion of magic.
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They are understandable like logic is understandable; they are not understandable like proofs are understandable.
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There's been some work on explainability for deep learning systems, but AIUI it's still preliminary, and the field is *mostly* focused on "look, new shiny! Who cares how it works?" rather than understanding what's really going on.
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