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There are ~3-4 implicit hypotheses in this response that should be supported by empirical data. Is it actually better to evolve, learn, or hard code this abstract knowledge? What should usefully comprise its content? How should it be incorporated into our algorithms?
Agreed. This is the kind of work we should be doing, and that @ylecun once did, when he effectively argued for the innateness of convolution, in the working paper that introduced the idea.
