What I cannot code, I do not understand.
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Things we can't formalize we only think we understand, we don't really know if we do. Whether the formalization is code, logic or math (which are all equivalent at some level) is secondary.
(there are many things that we can understand without coding. After all, "understanding" preceded Babbage, y'know..),But I do agree with your point, which ML illustrates well. The point of my reply is that the two points are unrelated.
