The real question for AI is this: can we do reasoning and causality without symbol-manipulation? Deep learning founders like @YLeCun (see our debate) and Hinton (eg https://sites.google.com/site/krr2015/home/schedule …) have said no; I have argued yes.https://twitter.com/GaryMarcus/status/1065280340669816832 …
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No, this isn't true in a practical sense. Having the system work out how to 1) Find composable symbols 2) perform constraint propagation 3) perform backtracking search 4) work out look-ahead optimizations is extra work that the NTM won't be able to do. And can be skipped
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I have mentioned the NTM only as a proof of concept (symbolic operations in NN). I don't think anyone but individual cells use a TM design for practical computations.
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