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A certain kind of student who has a lot of programming experience could write an automatic differentiator in the process of learning how to differentiate.


Sure, for somebody who is already on board with inductive reasoning and abstraction the best path in might be code. Personally I suspect "hand" has merits but I won't say there aren't other approaches.

I remain unconvinced theory-first, and "theory, the machine does it" would work out ok.

Reminded of my pascal lecturer at uni in 79 "this compiled cleanly but I haven't run it" for every coding example. He really did behave like syntactic and basic semantic checks were all you needed to prove correctness. I am sure he also knew runtime is everything.




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