
These books were the sources of Meaningness! A different guide to the overall shape of my work: the history and significance of each inspiration.https://meaningness.com/further-reading
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Ah, yes! Related: the failure modes of DL do seem to illuminate how and why it does work when it (impressively) does.
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For instance, I meet a lot of smart people who (correctly) are very impressed by some of the progress of deep learning, but who nonetheless have very weak models of how it can fail.
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More directly is realizing that that property - having an internalized sense and good models of how sets of very strong ideas can fail - is a key milestone in a person's intellectual development.
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