advocates of #machinelearning, I am told that you all know that (current) #ML is limited. fair enough. but which limits are you willing to *publicly* acknowledge?https://twitter.com/NotSimplicio/status/1173373706674085888 …
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Perhaps another way of saying this is that I don't imagine a totally new *field* (in the likes of statistics, machine learning, etc) being invented over the next 50-100 years to address the problems we're facing now.
I do. That's the difference between you and me. The one I imagine is all about integrating prior knowledge better with current techniques.
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Is that more an engineering challenge or does it require new theories, radical changes of perspective, etc? My hunch is the former, which I don't think constitutes a new field per se
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We wrote a whole book on why our answer is different (though we do include a lengthy section on engineering practice); would be happy to continue the discussion once you have digested.
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