Comment by mjburgess
3 hours ago
Computer scientists generally struggle with intensional contexts, ie., the sense in which sqrt(4) isnt (1 + 1); or the sense in which I believe(that sqrt(1101) ~10) but I dont believe(that 10^2 ~1101)
So they replace everything with extensional contexts, ie., in/out sets -- where things are replaceable by their values. And then use the machinery of very simple mathematics to analyse the situation.
In ML, consider comparing two classifiers extensionally, so that two classifiers "are the same" if they partition some input data exactly the same vs., declaring them different if they do so by means of some differing internal representation.
Since intensional contexts are the archetypal feature of mental representations, they're rarely analysed well by computer scientists.
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