TylerJay comments on Can noise have power? - Less Wrong
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It's a pretty canonical example actually. I immediately thought of quicksort's worst case vs average case when I got to the end of the debate. It's taught in many intro to algorithms courses. (But I sure didn't know about the Kolmogorov complexity part!)