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CPUs don't have logic or reason, so it's not a good analogy. E.g. you can replace an infinite set of memories by distilling them into a few bits of knowledge that underpin that given set of experiences.



I don't think an analogy is meant to be factually equivalent, it is meant to convey meaning. I perfectly understood the meaning of the parent comment, even if it is technically inaccurate.

We aren't trying to understand minds or caches, we're trying to encourage a practice that has little to do with the inner workings of either.


Good point. Reminds me "All models are wrong, but some are useful"[1].

[1]: https://en.wikipedia.org/wiki/All_models_are_wrong


Analogies are almost always flawed but they are powerful tools for forming strong associative memories.

They are a starting point for encoding new knowledge in a custom symbolic language known only to yourself. It is the basis for all learning.

Some other major tools for learning are mnemonics and spaced repetition.


CPUs have logic, and programs can do reasoning. And that's now how the brain works (if you mean generalization).




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