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>And for like 90% of them I was right. But the remaining 10%

I'd argue that this kind of language isn't even right. It's not only that you don't know when you need something, you don't even know when you use it. If we've learned one thing from the success of ML systems it's that the proper representation of knowledge is extremely complex and connected. Everything influences everything else. You can't learn "10%" of a language, or "10% of programming", as if there exists some chunk neatly separated from the rest.

It's much more likely everything you learned contributes to most of what you do, even if we're not actively aware of it. You can't learn x% of Mandarin by learning y% of the words, it's not even appropriate to separate anything into useful or useless. Almost everything you pick up just illuminates your mental model just a little bit more.



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