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Perhaps more importantly, although human engineers can cover a dramatically larger section of the space of interesting programs (compared to deep learning models), many useful programs remain inaccessible even to humans -- we cannot develop them by hand.
It will be the job of future AI systems to give us access to these programs.
Future AI that isn't based on ML, you mean?
do you have any examples for such programs?
Category theory gave us access to this level of abstraction that let us control & reflect on true structure/relations of our programs, AI/DL should give access to this deeper understanding of programs we humans can't catch easily & let us reflect about their structure & relations
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