Ok this is a great point about abstractions. Half the battle in understanding is establishing a common ground of what we’re all talking about. Often we think we’re talking about the same thing but we’re not. The term abstraction is such a broad concept that is prone to this.https://twitter.com/GaryMarcus/status/1200433290676588544 …
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"All philosophy is a ‘critique of language’." Wittgenstein would agree with you :)
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is arguably an abstraction of an airplane, but tells us little about how airplanes work
this icon
doesn’t tell us how brains work & is not constrained by how brains work
deep nets may prove to be more like icons than bona fide, empirically useful neural models